problem solving using 8d

Eight Disciplines of Problem Solving (8D)

– Eight Disciplines of Problem Solving –

⇓   Introduction to 8D

⇓   What is 8D

⇓   Why Apply 8D

⇓   When to Apply 8D

⇓   How to Apply 8D

Introduction to Eight Disciplines of Problem Solving (8D)

The Eight Disciplines of Problem Solving (8D) is a problem solving methodology designed to find the root cause of a problem, devise a short-term fix and implement a long-term solution to prevent recurring problems. When it’s clear that your product is defective or isn’t satisfying your customers, an 8D is an excellent first step to improving Quality and Reliability.

Ford Motor Company developed this problem solving methodology, then known as Team Oriented Problem Solving (TOPS), in the 1980s. The early usage of 8D proved so effective that it was adopted by Ford as the primary method of documenting problem solving efforts, and the company continues to use 8D today.

8D has become very popular among manufacturers because it is effective and reasonably easy to teach. Below you’ll find the benefits of an 8D, when it is appropriate to perform and how it is performed.

What is Eight Disciplines of Problem Solving (8D)

The 8D problem solving process is a detailed, team oriented approach to solving critical problems in the production process. The goals of this method are to find the root cause of a problem, develop containment actions to protect customers and take corrective action to prevent similar problems in the future.

The strength of the 8D process lies in its structure, discipline and methodology. 8D uses a composite methodology, utilizing best practices from various existing approaches. It is a problem solving method that drives systemic change, improving an entire process in order to avoid not only the problem at hand but also other issues that may stem from a systemic failure.

8D has grown to be one of the most popular problem solving methodologies used for Manufacturing, Assembly and Services around the globe. Read on to learn about the reasons why the Eight Disciplines of Problem Solving may be a good fit for your company.

Why Apply Eight Disciplines of Problem Solving (8D)

The 8D methodology is so popular in part because it offers your engineering team a consistent, easy-to-learn and thorough approach to solving whatever problems might arise at various stages in your production process. When properly applied, you can expect the following benefits:

• Improved team oriented problem solving skills rather than reliance on the individual
• Increased familiarity with a structure for problem solving
• Creation and expansion of a database of past failures and lessons learned to prevent problems in the future
• Better understanding of how to use basic statistical tools required for problem solving
• Improved effectiveness and efficiency at problem solving
• A practical understanding of Root Cause Analysis (RCA)
• Problem solving effort may be adopted into the processes and methods of the organization
• Improved skills for implementing corrective action
• Better ability to identify necessary systemic changes and subsequent inputs for change
• More candid and open communication in problem solving discussion, increasing effectiveness
• An improvement in management’s understanding of problems and problem resolution

8D was created to represent the best practices in problem solving. When performed correctly, this methodology not only improves the Quality and Reliability of your products but also prepares your engineering team for future problems.

When to Apply Eight Disciplines of Problem Solving (8D)

The 8D problem solving process is typically required when:

• Safety or Regulatory issues has been discovered
• Customer complaints are received
• Warranty Concerns have indicated greater-than-expected failure rates
• Internal rejects, waste, scrap, poor performance or test failures are present at unacceptable levels

How to Apply Eight Disciplines of Problem Solving (8D)

The 8D process alternates inductive and deductive problem solving tools to relentlessly move forward toward a solution. The Quality-One approach uses a core team of three individuals for inductive activities with data driven tools and then a larger Subject Matter Expert (SME) group for the deductive activities through brainstorming, data-gathering and experimentation.

D0: Prepare and Plan for the 8D

Proper planning will always translate to a better start. Thus, before 8D analysis begins, it is always a good idea to ask an expert first for their impressions. After receiving feedback, the following criterion should be applied prior to forming a team:

Collect information on the symptoms

Use a Symptoms Checklist to ask the correct questions

Identify the need for an Emergency Response Action (ERA), which protects the customer from further exposure to the undesired symptoms

D1: Form a Team

A Cross Functional Team (CFT) is made up of members from many disciplines. Quality-One takes this principle one step further by having two levels of CFT:

• The Core Team Structure should involve three people on the respective subjects: product, process and data
• Additional Subject Matter Experts are brought in at various times to assist with brainstorming, data collection and analysis

Teams require proper preparation. Setting the ground rules is paramount. Implementation of disciplines like checklists, forms and techniques will ensure steady progress.  8D must always have two key members: a Leader and a Champion / Sponsor:

• The Leader is the person who knows the 8D process and can lead the team through it (although not always the most knowledgeable about the problem being studied)
• The Champion or Sponsor is the one person who can affect change by agreeing with the findings and can provide final approval on such changes

D2: Describe the Problem

The 8D method’s initial focus is to properly describe the problem utilizing the known data and placing it into specific categories for future comparisons. The “Is” data supports the facts whereas the “Is Not” data does not. As the “Is Not” data is collected, many possible reasons for failure are able to be eliminated. This approach utilizes the following tools:

• Problem Statement
• Affinity Diagram (Deductive tool)
• Fishbone/Ishikawa Diagram (Deductive tool)
• Problem Description

D3: Interim Containment Action

In the interim, before the permanent corrective action has been determined, an action to protect the customer can be taken. The Interim Containment Action (ICA) is temporary and is typically removed after the Permanent Correct Action (PCA) is taken.

• Verification of effectiveness of the ICA is always recommended to prevent any additional customer dissatisfaction calls

D4: Root Cause Analysis (RCA) and Escape Point

The root cause must be identified to take permanent action to eliminate it. The root cause definition requires that it can be turned on or off, at will. Activities in D4 include:

• Comparative Analysis listing differences and changes between “Is” and “Is Not”
• Development of Root Cause Theories based on remaining items
• Verification of the Root Cause through data collection
• Review Process Flow Diagram for location of the root cause
• Determine Escape Point, which is the closest point in the process where the root cause could have been found but was not

D5: Permanent Corrective Action (PCA)

The PCA is directed toward the root cause and removes / changes the conditions of the product or process that was responsible for the problem. Activities in D5 include:

• Establish the Acceptance Criteria which include Mandatory Requirements and Wants
• Perform a Risk Assessment /  Failure Mode and Effects Analysis (FMEA) on the PCA choices
• Based on risk assessment, make a balanced choice for PCA
• Select control-point improvement for the Escape Point
• Verification of Effectiveness for both the PCA and the Escape Point are required

D6: Implement and Validate the Permanent Corrective Action

To successfully implement a permanent change, proper planning is essential. A project plan should encompass: communication, steps to complete, measurement of success and lessons learned. Activities in D6 include:

• Develop Project Plan for Implementation
• Communicate the plan to all stakeholders
• Validation of improvements using measurement

D7: Prevent Recurrence

D7 affords the opportunity to preserve and share the knowledge, preventing problems on similar products, processes, locations or families. Updating documents and procedures / work instructions are expected at this step to improve future use. Activities in D7 include:

• Review Similar Products and Processes for problem prevention
• Develop / Update Procedures and Work Instructions for Systems Prevention
• Capture Standard Work / Practice and reuse
• Assure FMEA updates have been completed
• Assure Control Plans have been updated

D8: Closure and Team Celebration

Teams require feedback to allow for satisfactory closure. Recognizing both team and individual efforts and allowing the team to see the previous and new state solidifies the value of the 8D process. Activities in D8 include:

• Archive the 8D Documents for future reference
• Document Lessons Learned on how to make problem solving better
• Before and After Comparison of issue
• Celebrate Successful Completion

8D and Root Cause Analysis (RCA)

The 8D process has Root Cause Analysis (RCA) imbedded within it. All problem solving techniques include RCA within their structure. The steps and techniques within 8D which correspond to Root Cause Analysis are as follows:

• Problem Symptom is quantified and converted to “Object and Defect”
• Problem Symptom is converted to Problem Statement using Repeated Whys
• Possible and Potential Causes are collected using deductive tools (i.e. Fishbone or Affinity Diagram)
• Problem Statement is converted into Problem Description using Is / Is Not
• Problem Description reduces the number of items on the deductive tool (from step 3)
• Comparative Analysis between the Is and Is Not items (note changes and time)
• Root Cause theories are developed from remaining possible causes on deductive tool and coupled with changes from Is / Is Not
• Compare theories with current data and develop experiments for Root Cause Verification
• Test and confirm the Root Causes

Example: Multiple Why Technique

The Multiple / Repeated Why (Similar to 5 Why) is an inductive tool, which means facts are required to proceed to a more detailed level. The steps required to determine problem statement are:

• Problem Symptom is defined as an Object and Defect i.e. “Passenger Injury”
• Why? In every case “SUV’s Roll Over”
• Why? In every case, it was preceded by a “Blown Tire”
• Why? Many explanations may be applied, therefore the team cannot continue with another repeated why past “Blown Tire”
• Therefore, the Problem Statement is “Blown Tire”
• Why? Low (Air) Pressure, Tire Defect (Degradation of an Interface) and High (Ambient) Temperature
• Counter measures assigned to low pressure and tire defect

This example uses only 4 of the 5 Whys to determine the root causes without going further into the systemic reasons that supported the failure. The Repeated Why is one way to depict this failure chain. Fault Tree Analysis (FTA) could also be used.

Learn More About Eight Disciplines of Problem Solving (8D)

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Article • 8 min read

8D Problem Solving Process

Solving major problems in a disciplined way.

By the Mind Tools Content Team

(Also known as Global 8D Problem Solving)

When your company runs into a major problem, you need to address it quickly. However, you also need to deal with it thoroughly and ensure that it doesn't recur – and this can take a lot of effort and elapsed time.

The 8D Problem Solving Process helps you do both of these seemingly-contradictory things, in a professional and controlled way. In this article, we'll look at the 8D Problem Solving Process, and we'll discuss how you can use it to help your team solve major problems.

Origins of the Tool

The Ford Motor Company® developed the 8D (8 Disciplines) Problem Solving Process, and published it in their 1987 manual, "Team Oriented Problem Solving (TOPS)." In the mid-90s, Ford added an additional discipline, D0: Plan. The process is now Ford's global standard, and is called Global 8D.

Ford created the 8D Process to help teams deal with quality control and safety issues; develop customized, permanent solutions to problems; and prevent problems from recurring. Although the 8D Process was initially applied in the manufacturing, engineering, and aerospace industries, it's useful and relevant in any industry.

The eight disciplines are shown in figure 1, below:

Figure 1: The 8D Problem Solving Process

The 8D Process works best in teams tasked with solving a complex problem with identifiable symptoms. However, you can also use this process on an individual level, as well.

Applying the Tool

To use the 8D Process, address each of the disciplines listed below, in order. Take care not to skip steps, even when time is limited; the process is only effective when you follow every step.

Discipline 0: Plan

Before you begin to assemble a team to address the problem, you need to plan your approach. This means thinking about who will be on the team, what your time frame is, and what resources you'll need to address the problem at hand.

Discipline 1: Build the Team

You should aim to put together a team that has the skills needed to solve the problem, and that has the time and energy to commit to the problem solving process.

Keep in mind that a diverse team is more likely to find a creative solution than a team of people with the same outlook (although if outlooks are too diverse, people can spend so much time disagreeing that nothing gets done).

Create a team charter that outlines the team's goal and identifies each person's role. Then, do what you can to build trust and get everyone involved in the process that's about to happen.

If your team is made up of professionals who haven't worked together before, consider beginning with team-building activities to ensure that everyone is comfortable working with one another.

Discipline 2: Describe the Problem

Once your team has settled in, describe the problem in detail. Specify the who, what, when, where, why, how, and how many; and use techniques like CATWOE and the Problem-Definition Process to ensure that you're focusing on the right problem.

Start by doing a Risk Analysis – if the problem is causing serious risks, for example, to people's health or life, then you need to take appropriate action. (This may include stopping people using a product or process until the problem is resolved.)

If the problem is with a process, use a Flow Chart , Swim Lane Diagram , or Storyboard to map each step out; these tools will help your team members understand how the process works, and, later on, think about how they can best fix it.

Discovering the root cause of the problem comes later in the process, so don't spend time on this here. Right now, your goal is to look at what's going wrong and to make sure that your team understands the full extent of the problem.

Discipline 3: Implement a Temporary Fix

Once your team understands the problem, come up with a temporary fix. This is particularly important if the problem is affecting customers, reducing product quality, or slowing down work processes.

Harness the knowledge of everyone on the team. To ensure that each person's ideas are heard, consider using brainstorming techniques such as Round Robin Brainstorming or Crawford's Slip Writing Method , alongside more traditional team problem solving discussions.

Once the group has identified possible temporary fixes, address issues such as cost, implementation time, and relevancy. The short-term solution should be quick, easy to implement, and worth the effort.

Discipline 4: Identify and Eliminate the Root Cause

Once your temporary fix is in place, it's time to discover the root cause of the problem.

Conduct a Cause and Effect Analysis to identify the likely causes of the problem. This tool is useful because it helps you uncover many possible causes, and it can highlight other problems that you might not have been aware of. Next, apply Root Cause Analysis to find the root causes of the problems you've identified.

Once you identify the source of the problem, develop several permanent solutions to it.

If your team members are having trouble coming up with viable permanent solutions, use the Straw Man Concept to generate prototype solutions that you can then discuss, tear apart, and rebuild into stronger solutions.

Discipline 5: Verify the Solution

Once your team agrees on a permanent solution, make sure that you test it thoroughly before you fully implement it, in the next step.

• Conducting a Failure Mode and Effects Analysis (FMEA) to spot any potential problems.
• Using Impact Analysis to make sure that there will be no unexpected future consequences.
• Using Six Thinking Hats to examine the fix from several different emotional perspectives.

Last, conduct a Blind Spot Analysis to confirm that you and your team haven't overlooked a key factor, or made an incorrect assumption about this solution.

Discipline 6: Implement a Permanent Solution

Once your team reaches a consensus on the solution, roll your fix out. Monitor this new solution closely for an appropriate period of time to make sure that it's working correctly, and ensure that there are no unexpected side effects.

Discipline 7: Prevent the Problem From Recurring

When you're sure that the permanent solution has solved the problem, gather your team together again to identify how you'll prevent the problem from recurring in the future.

You might need to update your organization's standards, policies, procedures, or training manual to reflect the new fix. You'll likely also need to train others on the new process or standard. Finally, you'll need to consider whether to change your management practices or procedures to prevent a recurrence.

Discipline 8: Celebrate Team Success

The last step in the process is to celebrate and reward your team's success . Say "thank you" to everyone involved, and be specific about how each person's hard work has made a difference. If appropriate, plan a party or celebration to communicate your appreciation.

Before the team disbands, conduct a Post-Implementation Review to analyze whether your solution is working as you thought, and to improve the way that you solve problems in the future.

In the late 1980s, Ford Motor Company developed the 8D (8 Disciplines) Problem Solving Process to help manufacturing and engineering teams diagnose, treat, and eliminate quality problems. However, teams in any industry can use this problem solving process.

The eight disciplines are:

• Build the Team.
• Describe the Problem.
• Implement a Temporary Fix.
• Identify and Eliminate the Root Cause.
• Verify the Solution.
• Implement a Permanent Solution.
• Prevent the Problem From Recurring.
• Celebrate Team Success.

The 8D Problem Solving Process is best used with a team solving complex problems; however, individuals can also use it to solve problems on their own.

Ford is a registered trademark of the Ford Motor Company: https://www.ford.com/

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An overview of the 8D problem-solving method

The 8D problem-solving method is a powerful tool in product management. It’s designed to help product managers tackle issues systematically and enhance product quality. This method follows eight steps in total, hence the name 8D.

The steps range from identifying problems to implementing long-term solutions. Today you’ll explore how you can effectively apply 8D to your products. You’ll also learn about the benefits of using this approach and analyze some real case studies.

What is 8D?

The 8D problem-solving method is designed to address and resolve problems by identifying, correcting, and eliminating recurring issues.

It involves eight different steps:

• Plan — Prepare for the problem-solving process
• Team selection — Assemble a team with the necessary knowledge and skills
• Problem definition — Clearly define the problem and its impact
• Interim containment action — Implement temporary measures to contain the problem
• Root cause identification — Identify the underlying cause(s) of the problem
• Permanent corrective action — Develop and implement a solution to address the root cause
• Preventive measures — Take steps to prevent the recurrence of the problem
• Team recognition — Acknowledge and reward the team’s efforts in resolving the issue

These steps focus on root cause analysis, preventive measures, and long-term solution implementation. The end goal is to improve product quality and operational efficiency.

The eight disciplines of 8D

The eight disciplines of the 8D method represent a comprehensive approach to solve problems within an organization. Each discipline is designed to guide teams through the process at each stage. Here’s a deeper look into each stage:

This initial step involves preparing for the problem-solving process. The goal here is to understand the problem’s magnitude and set up objectives. It’s about getting ready to tackle the issue systematically.

Team selection

In this step, a cross-functional team is formed. The team should consist of individuals with the necessary knowledge, skills, and experience to address the problem effectively. The team works together throughout the 8D process.

Problem definition

Next, the team has to describe the issue in specific terms. The goal here is to understand the impact and scope of the complication. A well-defined problem is easier to solve.

Interim containment

In the process of finding a solution, temporary measures are taken to contain the problem and prevent it from worsening. This reduces further damage or impact to the involved operations.

Root cause identification

In this phase, the team uses various tools and techniques to identify the underlying cause of the problem. An understanding of the root cause is essential for developing an effective, lasting solution.

Permanent corrective action

With the root cause identified, the team moves to develop a permanent corrective action plan to resolve the issue. Now, the team needs to choose the best solution, implement it, and monitor its effectiveness. This analysis will ensure that the problem is truly resolved.

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Preventive measures

With such vast processes, there is always a possibility of the problem recurring. To resolve this, the team identifies and implements measures that address the root cause. There might be a need for changes to different aspects of the overall approach.

Team recognition

The final stage focuses on acknowledging and rewarding the team’s efforts. Recognizing the team’s hard work and success in resolving the issue is important for morale. It also promotes a culture of continuous improvement.

By following these eight disciplines, product managers can solve problems more effectively. The other benefit is that it builds a proactive culture that addresses issues before they escalate.

Applying 8D in product management

Applying the 8D problem-solving method in product management involves leveraging its structured approach. This helps you eliminate problems and process improvement initiatives.

Problem identification

The 8D process begins with gathering data and feedback to quickly identify potential issues. After that, a diverse team from various departments works together to uncover issues. And finally, the team solves the problems efficiently.

Once a problem is spotted, quick fixes are applied to limit its impact. Simultaneously, you explore root causes of an issue using methods like the Five Whys . The final step is to implement the solution based on these insights. Occasionally, redesigns or process upgrades are also used to resolve the issue thoroughly.

Elimination

To eliminate recurring problems, it’s crucial to establish preventive measures. Several steps support the main goal of elimination including process adjustments, quality control improvements, and updates to design standards.

The insights gathered from each 8D cycle help with continuous improvement. It also aids in formulating strategies to avert future issues.

Benefits of the 8D method

The main benefit of using the 8D method is its impact on teamwork and continuous improvement. The more obvious benefits focus on root cause analysis and prevention of issues:

• Enhanced quality control
• Efficient problem resolution
• Systematic and thorough approach
• Teamwork and knowledge sharing
• Focus on root cause analysis
• Reduced recurrence of issues
• Cost reduction
• Improved customer satisfaction

The systematic approach to address issues ensures that no effort goes to waste. Eventually, it helps the teams to quickly propose long-term solutions to a range of problem patterns.

Challenges in implementing 8D

The 8D problem-solving method is extremely valuable when used in the right manner. However, there can be challenges at every stage of this process. Because of this, it’s beneficial for you to have an understanding of how to quickly identify these challenges.

These include:

• Resistance to change among team members
• Insufficient teamwork and collaboration
• Lack of training on the 8D methodology
• Difficulties in data collection and analysis

How to solve them?

• Clearly communicate benefits to overcome resistance
• Foster collaboration and teamwork among participants
• Provide targeted training on the 8D process
• Encourage data analysis for effective problem-solving

For a deeper understanding, let’s take a look at two case studies of how the 8D process can enhance the product management workflow.

Real-life examples of 8D

A leading tech company, (similar to Apple) faced public backlash over smartphones overheating and reduced battery life. In this context, the 8D method helped to quickly identify and contain the issues.

The root cause analysis helped it track the problem back to a battery design flaw. Collaborative efforts with the battery supplier led to a redesigned battery and an update to the operating system. This not only resolved the issue but also restored consumer trust. Eventually, the brand’s reputation for quality was restored.

Similarly, a major automaker found a software glitch in its driver-assistance systems. This issue was risking driver safety. Using the 8D method, it pinpointed outdated algorithms as the root cause. The solution was simple, it issued a software update and enhanced its development processes.

Both of these examples are evidence of how the 8D method can be utilized to prevent complications efficiently.

Key takeaways

In wrapping up, it’s clear that this approach is more than just a procedure. Think of it as a strategic framework designed for the product manager. The 8D method equips you with a robust toolkit for addressing and preempting issues, systematically.

On top of that it helps you to:

• Promote teamwork and continuous improvement
• Reduce problem recurrence through root cause analysis
• Overcome implementation challenges with effective communication

Feel free to comment with any questions you may have!

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What is the 8D Problem Solving? And How to use the 8D Report?

The 8D problem-solving process (also known as the 8 Disciplines) is very different from previous processes we explored previously, such as the Double Diamond process or the IBM Design Thinking. The 8D process works in a rigid standardised nature to address the crisis caused by problems. The 8D process aims to walk with the team to highlight the problem, its root causes and propose a long-term solution. The process is documented in an 8D report which includes details of each of the eight stages. At the end of this article, we will explore an example report, and you can find a free 8D report template to download.

In times of crisis, companies face the challenge of analysing and solving problems efficiently in a short time to save developed projects. Problem-solving techniques such as the  TRIZ method  and  Hurson’s Production Thinking Model  allow companies to overcome crises and solve problems using less effort and time.

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Brief History of the 8D Problem Solving

The 8D method was first implemented by the US government during WW II as a military standard and was referred to as the Army Directive 1520, “Remedies and disposal of nonconforming materials.” In 1987, the demand for a team-oriented problem-solving method increased among the management organisation in the automotive industry to find a way to eliminate recurring issues.

Ford Motor Company published their manual,  Team Oriented Problem Solving (TOPS),  which includes their 8 Disciplines of the problem-solving process. The process was initially used to deal with quality control and safety issues inside the company but later expanded its role to a team approach problem-solving method. The 8D process is employed by engineers and designers to identify, analyse, and correct problems by eliminating the primary source that caused the problem.

So, what are the eight steps in the 8D methodology? The 8D problem solving process includes 8 Disciplines. In the mid-90s, a D0 step for planning was added to the process. The 8D steps include the following:

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• D1: Team formation
• D2: Describe the problem
• D3: Develop a temporary containment plan
• D4: Determine and verify root causes
• D5: Verify the permanent solution
• D6: Implement the permanent solution
• D7: Prevent recurrence
• D8: Congratulate your team

The 8 Disciplines aim to achieve the following targets while solving the specified problem:

• Think as a team while solving the problem
• Isolate the situation and understand its causes
• Identify the factors that contribute to the problem
• Provide a temporary solution to halt the impact of the problem
• Eliminate the causes of the problem and the factors contributing to it
• Prevent the problem from recurring

When Should the 8D Problem Solving be Used?

Based on the above targets, the 8D problem solving process is designed for complex problems whose solution exceeds the ability of one expert. Also, it aims to establish communication for problem resolution through different levels inside the company. In some situations, the consumer or the management team requests the application of the 8D process through several forms or documentation.

While 8D problem solving is suitable for recurring problems that may repeatedly occur within a project or company, it is not ideal for simple issues that can be solved quickly by individual efforts. The process is unsuitable for a problem that can be solved with a straightforward solution. The 8D process is designed for complex issues, which require several weeks to solve and the involvement of at least four people.

8D problem solving provides a systematic process to find and solve problems. Therefore, if the situation requires choosing between alternative solutions, 8D acknowledges that other tools may help solve the problem better than the 8D process.

How to Apply the 8D Problem Solving Process?

The steps below form the 8 Discipline process to achieve targeted problem solving through the eight steps.

This discipline is also known as the Pre 8D because it aims to understand the problem and determine if the 8D process is the correct method to use. At this stage, the team aims to answer general questions such as:

• Is this a new problem, or has it happened before?
• Is this a recurring problem?
• What is the history of this issue?
• What was the method used to solve the problem before?

At this stage, the target is to learn about the problem’s history and decide if the 8D process is the best tool to solve the problem.

D1: Team Formation

Thinking as a team can produce more efficient solutions than trying to solve a problem alone. The team includes all the stakeholders involved in the situation. The team communicates with each other and performs brainstorming to solve the problem (check  Design Thinking Tools: Reverse Brainstorming ). If the team does not know each other, the brainstorming time can be used to learn how to teach members to explore ideas together. Methods can be used in brainstorming sessions such as mind mapping , Six Thinking Hats , and  Lego Serious Play.

D2: Describe the Problem

After team formation, the second step is to understand the problem and its risks. This stage starts with a risk analysis to identify the situation and how it can affect the project flow. Several methods can be used to analyse the problem from different perspectives, including  SWOT analysis ,  SCAMPER technique , and similar tools. This stage is essential to building a clear vision of the problem and ensuring all stakeholders have the same understanding of the situation.

D3: Develop a Temporary Containment Plan

While solving the problem, there should be a temporary containment plan to prevent the problem from affecting the rest of the project or the final product. This temporary containment solution is a short-term operation such as adding more labour, increasing the quality measurements, applying a risk plan, etc.

It is essential to understand that the containment action is not the real solution and can only be used for the short term. Therefore, this action can be applied internally and not affect the process of reaching a permanent solution.

D4: Determine and Verify Root Causes

This stage aims to investigate the root causes of the problem; it can be considered the core of the 8D problem solving process. In many problems, what we see as causes are symptoms of other root causes. This misunderstanding can lead to inaccurate attempts at solutions that can have negative consequences in the future and leave the underlying problem unsolved.

An intensive investigation should be implemented because, in many cases, the root cause is hidden inside the process and covered by many symptoms, which is confusing. Some tools can be used to define the root causes of the problem, such as  brainstorming , statistical analysis, flow charts, audits, etc.

D5: Verify the Permanent Solution

Once the root cause is defined, the solution becomes apparent, and the team better understands how to solve the problem. However, the symptoms and other related factors may create difficulties deciding how best to apply the solution. So, these other factors should be considered when determining the permanent solution to the dilemma.

When choosing the permanent solution to the problem, it should meet the following criteria to ensure it is the ideal solution for the problem:

• The solution should be practical
• The solution should be feasible
• The solution should be cost-effective
• The solution should not fail during production
• The solution should be implemented in all affected facilities in the company

D6: Implement the Permanent Solution

Once the solution is approved, this step tends to work as an action plan. This plan aims to outline the steps to implement the solution. It is common to ask questions in this stage: What should be done? Who should be involved in the correction plan?

More documentation and detailed plans should be created if the solution is complex and needs further procedures. The method may include training the team and checking the plan’s progress for further development and improvement.

D7: Prevent Recurrence

Once the action plan is set and ready to be implemented, the team should establish a plan to prevent the problem from occurring in the future. The action plan should be tested and documented as part of the process to avoid the recurrence of the problem. Some of the tools that can achieve this goal are Control Charts, Capabilities Analysis, and Control Plans.

D8: Congratulate the Team

After completing the task and implementing the solution, the team deserves an acknowledgement of their work and a celebration. This event will positively impact the stakeholders and reflect recognition of employees’ efforts from the management inside the company.

How do you Write an 8D Report?

The primary documentation used in the problem solving process is the 8D report. Korenko et al. (2013) presented an example of the 8D problem-solving application, Application 8D Method For Problems Solving . After this example, you can find a free 8D Report template that you can download and use for both commercial and noncommercial applications. The first part of the report, D0, includes information about the problem and the project details related to the project. D1 section contains details of the team involved in the project, roles, titles and contact information. D2 part of the report includes a detailed description of the problem and possible visual images to show the problem clearly. The report can consist of the type of damage of the failure and the function where the problem occurs (Figure 2).  

D3 includes details of the temporary solution for the problem required to stop the damage rapidly. In this part, the temporary remedy is described, particularly the symptoms affect, the responsibility, and the validation of the action. In D4, the team uses a root-cause method such as the 5WHYs or the Cause-Effect analysis (Fish Bone method). These methods help the team to identify the root causes of the problem. In Figure 3, the 5WHYs method is used several times to identify the root cause of the problem. 

D5 of the report provides details about the permanent solution to fix the problem. Unlike the temporary solution, this aims to element the root causes of the problem. This section includes the procedure’s name, the reason to use it, the responsibility, the management approval to apply it and the expected date of completing the utilisation of the solution, as seen in Figure 4. In the following stage, D6, the team provides details on the implementation and validation of the permanent action.

D7 provides details about preventing the recurrent problem, such as the name of the action after the validation process in the previous stage. Also, this stage provides details of the cause behind this action and elements about its responsibility and implementing details. Finally, in D8, the report includes a summary of the procedure and the proper approvals related to the procedure implementation (Figure 5). 

Free 8D Report Template Download

You can download the below 8D report, which you can use for commercial and noncommercial projects. Don’t forget to mention Designorate as the source of this free 8D report.

The 8D Problem Solving process provides a reliable and systematic method that ensures that the problems inside a company or project are solved by eliminating their root causes and preventing recurrence. However, it is most suitable for complex problems that can take weeks or even months to solve. Therefore, the first stage aims to determine if the 8D process is ideal for the problem or if more straightforward tools should be implemented. If the 8D problem solving method is appropriate for your business problem, you have a step-by-step template to guide you through your attempts to find a suitable solution to the obstacle you need to overcome.

Dr Rafiq Elmansy

As an academic and author, I've had the privilege of shaping the design landscape. I teach design at the University of Leeds and am the Programme Leader for the MA Design, focusing on design thinking, design for health, and behavioural design. I've developed and taught several innovative programmes at Wrexham Glyndwr University, Northumbria University, and The American University in Cairo. I'm also a published book author and the proud founder of Designorate.com, a platform that has been instrumental in fostering design innovation. My expertise in design has been recognised by prestigious organizations. I'm a fellow of the Higher Education Academy (HEA), the Design Research Society (FDRS), and an Adobe Education Leader. Over the course of 20 years, I've had the privilege of working with esteemed clients such as the UN, World Bank, Adobe, and Schneider, contributing to their design strategies. For more than 12 years, I collaborated closely with the Adobe team, playing a key role in the development of many Adobe applications.

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• What is 8D? A template for efficient pr ...

What is 8D? A template for efficient problem-solving

How you respond when problems arise is one of the most defining qualities of a manager. Luckily, there are tools you can use to master problem-solving. The 8D method of problem-solving combines teamwork and basic statistics to help you reach a logical solution and prevent new issues from arising.

You’ve spent months overseeing the development of your company's newest project. From initiation, planning, and execution, you’re confident this may be your best work yet.

Until the feedback starts rolling in.

There’s no sugar-coating it—things don’t always go as planned. But production or process issues are hardly a signal to throw in the towel. Instead, focus on honing your problem-solving skills to find a solution that keeps it from happening again. 

The 8D method of problem solving emphasizes the importance of teamwork to not only solve your process woes but prevent new ones from occurring. In this guide, we’ll break down what 8D is, how to use this methodology, and the benefits it can give to you and your team. Plus, get an 8D template to make solving your issue easier. 

What is 8D?

The eight disciplines (8D) method is a problem-solving approach that identifies, corrects, and eliminates recurring problems. By determining the root causes of a problem, managers can use this method to establish a permanent corrective action and prevent recurring issues. 

How do you use the 8D method?

The 8D method is a proven strategy for avoiding long-term damage from recurring problems. If you’re noticing issues in your workflow or processes, then it’s a good time to give this problem-solving method a try. 

To complete an 8D analysis, follow “the eight disciplines” to construct a statistical analysis of the problem and determine the best solution.

The eight disciplines of problem-solving

8D stands for the eight disciplines you will use to establish an 8D report. As you may notice, this outline starts with zero, which makes nine total disciplines. The “zero stage” was developed later as an initial planning stage. 

To illustrate these steps, imagine your organization experienced a decline in team innovation and productivity this past year. Your stakeholders have noticed and want to see changes implemented within the next six months. Below, we’ll use the 8D process to uncover a morale-boosting solution.

D0: Prepare and plan

Before starting the problem-solving process, evaluate the problem you want to solve. Understanding the background of the problem will help you identify the root cause in later steps. 

Collect information about how the problem has affected a process or product and what the most severe consequences may be. Planning can include:

Gathering data

Determining the prerequisites for solving the problem

Collecting feedback from others involved

If we look back at our example, you may want to figure out whether this decline in morale is organization-wide or only applies to a few departments. Consider interviewing a few employees from different departments and levels of management to gain some perspective. Next, determine what knowledge and skills you will need to solve this lapse in productivity. 

D1: Form your team

Create a cross-functional team made up of people who have knowledge of the various products and workflows involved. These team members should have the skills needed to solve the problem and put corrective actions in place. 

Steps in this discipline may include:

Appointing a team leader

Developing and implementing team guidelines

Determining team goals and priorities

Assigning individual roles

Arranging team-building activities

From our example, a solid team would consist of people with first-hand experience with the issues—like representatives from all departments and key people close to workshop-level work. You may also want to pull someone in from your HR department to help design and implement a solution. Most importantly, make sure the people you choose want to be involved and contribute to the solution.

D2: Identify the problem

You may have a good understanding of your problem by now, but this phase aims to break it down into clear and quantifiable terms by identifying the five W’s a and two H’s (5W2H):

Who first reported the problem?

What is the problem about?

When did it occur and how often?

Where did it occur (relating to the sector, supplier, machine, or production line involved)?

Why is solving the problem important?

How was the problem first detected?

How many parts/units/customers are affected?

Use your team’s insights to answer these questions. From our example, your team may conclude that: 

Employees feel overwhelmed with their current workload. 

There is no real structure or opportunity to share new ideas.

Managers have had no training for meetings or innovation settings.

Disgruntled employees know they can achieve more—and want to achieve more—even if they seem disengaged.

Once you answer these questions, record an official problem statement to describe the issue. If possible, include photos, videos, and diagrams to ensure all parties have a clear understanding of the problem. It may also help to create a flowchart of the process that includes various steps related to the problem description.

D3: Develop an interim containment plan

Much like we can expect speedy first aid after an accident, your team should take immediate actions to ensure you contain the problem—especially if the problem is related to customer safety. 

An interim containment plan will provide a temporary solution to isolate the problem from customers and clients while your team works to develop a permanent corrective action. This band-aid will help keep your customers informed and safe—and your reputation intact.

Because your findings revealed workers were overworked and managers lacked training, your team suggests scheduling a few mandatory training sessions for leaders of each department covering time and stress management and combating burnout . You may also want to have a presentation outlining the topics of this training to get key managers and stakeholders interested and primed for positive upcoming changes. 

D4: Verify root causes and escape points

Refer back to your findings and consult with your team about how the problem may have occurred. The root cause analysis involves mapping each potential root cause against the problem statement and its related test data. Make sure to test all potential causes—fuzzy brainstorming and sloppy analyses may cause you to overlook vital information. 

In our example, focus on the “why” portion of the 5W2H. You and your team identify six root causes:

Managers have never had any training

There is a lack of trust and psychological safety

Employees don’t understand the objectives and goals

Communication is poor

Time management is poor

Employees lack confidence

In addition to identifying the root causes, try to pinpoint where you first detected the problem in the process, and why it went unnoticed. This is called the escape point, and there may be more than one. 

D5: Choose permanent corrective actions

Work with your team to determine the most likely solution to remove the root cause of the problem and address the issues with the escape points. Quantitatively confirm that the selected permanent corrective action(s) (PCA) will resolve the problem for the customer. 

Steps to choosing a PCA may include:

Determining if you require further expertise

Ensuring the 5W2Hs are defined correctly

Carrying out a decision analysis and risk assessment

Considering alternative measures

Collecting evidence to prove the PCA will be effective

Your team decides to roll out the training used in the interim plan to all employees, with monthly company-wide workshops on improving well-being. You also plan to implement meetings, innovation sessions, and team-coaching training for managers. Lastly, you suggest adopting software to improve communication and collaboration. 

D6: Implement your corrective actions

Once all parties have agreed on a solution, the next step is to create an action plan to remove the root causes and escape points. Once the solution is in effect, you can remove your interim containment actions.

After seeing success with the training in the interim phase, your stakeholders approve all of your team’s proposed PCAs. Your representative from HR also plans to implement periodic employee wellness checks to track employee morale .

To ensure your corrective action was a success, monitor the results, customer, or employee feedback over a long period of time and take note of any negative effects. Setting up “controls” like employee wellness checks will help you validate whether your solution is working or more needs to be done. 

D7: Take preventive measures

One of the main benefits of using the 8D method is the improved ability to identify necessary systematic changes to prevent future issues from occurring. Look for ways to improve your management systems, operating methods, and procedures to not only eliminate your current problem, but stop similar problems from developing later on.

Based on our example, the training your team suggested is now adopted in the new manager onboarding curriculum. Every manager now has a “meeting system” that all meetings must be guided by, and workloads and projects are managed as a team within your new collaboration software . Innovation is improving, and morale is at an all-time high!

D8: Celebrate with your team

The 8D method of problem-solving is impossible to accomplish without dedicated team members and first-class collaboration. Once notes, lessons, research, and test data are documented and saved, congratulate your teammates on a job well done! Make an effort to recognize each individual for their contribution to uncovering a successful solution.

8D report template and example

Check out our 8D report template below to help you record your findings as you navigate through the eight disciplines of problem solving. This is a formal report that can be used as a means of communication within companies, which makes for transparent problem-solving that you can apply to the entire production or process chain.

Benefits of using the 8D method

The 8D method is one of the most popular problem-solving strategies for good reason. Its strength lies in teamwork and fact-based analyses to create a culture of continuous improvement —making it one of the most effective tools for quality managers. The benefits of using the 8D method include: 

Improved team-oriented problem-solving skills rather than relying on an individual to provide a solution

Increased familiarity with a problem-solving structure

A better understanding of how to use basic statistical tools for problem-solving

Open and honest communication in problem-solving discussions

Prevent future problems from occurring by identifying system weaknesses and solutions

Improved effectiveness and efficiency at problem-solving

Better collaboration = better problem solving

No matter how good a manager you are, production and process issues are inevitable. It’s how you solve them that separates the good from the great. The 8D method of problem solving allows you to not only solve the problem at hand but improve team collaboration, improve processes, and prevent future issues from arising. 

Try Asana’s project management tool to break communication barriers and keep your team on track.

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8D Chess: How to Use The 8 Disciplines for Problem Solving

Hospitals have developed something of a reputation for being rife with bad processes . When processes aren’t adequate, the result is an abundance of “workarounds”.

For example, when equipment or supplies are missing, a nurse might waste time running around searching for what is needed, and once the item is found, return to their previous duties.

One study indicates that nurses spend 33 minutes of a 7.5-hour shift completing workarounds that are not part of their job description.

This may well “put out the fire” so-to-speak, but really it is just a hastily applied band-aid that does nothing to treat the root cause of the problem.

More time is wasted and more problems will arise in the future because nothing has been done to prevent the initial problem from happening again.

Individual nurses are not at fault here; workplace culture often values expertise in the form of those who “get the job done”, which tends to pull against the notion of spending time building good processes (time in which the job is perhaps not “getting done”).

So how to approach the problem of problem solving ?

In a lean context, problem solving can be distilled into two simple questions:

• What is the problem and how did it happen?
• How can we make sure that it doesn’t happen again?

The 8D, or eight disciplines methodology, is a problem solving process – most likely one of the most widely used problem solving processes out there. It is used by many different countries, in many different industries, and many different organizations.

8D is designed to help you put out those fires, and make sure they don’t happen again.

In this article, I’ll introduce you to the 8D problem solving methodology and provide you with an outline of the basic process that you can hopefully apply in your own business, plus how you can enhance 8D with other tools and methodologies like Six Sigma , FMEA , and Process Street .

Here’s what I hope you’ll take away after reading:

• An understanding of the basics of 8D
• Advantages of using 8D
• The purpose and objectives of each phase of the 8D process
• An understanding of how to use 8D for problem solving
• How 8D works with other problem solving tools
• How you can use Process Street to maximize the potential of the 8D framework

Let’s begin with the origins of 8D – what is it, and where did it come from?

What is 8D?

8D (sometimes Global 8D or G8D) stands for eight disciplines, and is a problem solving methodology. It’s basically a process for understanding and preventing problems.

Much like how risk management seeks to take a proactive, preventative stance, 8D aims to gain insight into the root causes of why the problems happen, so they won’t happen again.

The 8D process involves eight (sometimes nine) steps to solve difficult, recurring problems. It’s a transparent, team-based approach that will help you solve more problems in your business.

8D origins: Where did it come from?

Despite the popular story that 8D originated at Ford, it was in fact developed in 1974 by the US Department of Defence, ultimately taking the form of the military standard 1520 Corrective Action and Disposition System for Nonconforming Material .

Ford took this military standard, which was essentially a process for quality management , and expanded on it to include more robust problem solving methods.

In 1987, Ford Motor Company published their manual, Team Oriented Problem Solving (TOPS) , which included their first iteration of the 8D methodology.

Initially termed Global 8D (or G8D) standard, it is currently used by Ford and many other companies in the automotive supply chain.

8D, PDSA, & other problem solving processes

The disciplines of 8D follow the same logic as the Deming Cycle (also known as PDSA, and sometimes PDCA).

PDSA stands for Plan, Do, Study, Act (or Check, in the case of PDCA).

The similarity lies in the fact that both PDSA and 8D are designed to be used to improve processes. They’re both examples of cycles of continuous improvement.

Whereas 8D may be painted as a more generic problem-solving framework, structurally speaking both 8D and PDSA share a lot in common.

The simple idea of beginning with a clear objective, or desired output, and then testing, analyzing , and iteratively tweaking in a continuous cycle is the basis for both methodologies.

There are, of course, differences. We’ll cover the different applications of both 8D and PDSA in this article.

8D advantages

One of the main strengths of 8D is its focus on teamwork. 8D philosophy encourages the idea that teams, as a whole, are more powerful than the sum of the individual qualities of each team member.

It’s also an empirical methodology; that is to say that it is a fact-based problem solving process.

A branch of continuous improvement, proper use of 8D will help you coordinate your entire team for effective problem solving and improved implementation of just about all of the processes used in your business.

The 8 disciplines for problem solving

As you may have noticed, we’re starting with zero, which makes nine total disciplines. This “zero” stage was developed as an initial planning step.

D0: Plan adequately

Make comprehensive plans for solving the problem including any prerequisites you might determine.

Be sure to include emergency response actions.

D1: Establish your team

Establish your core team with relevant product or process knowledge. This team will provide you with the perspective and ideas needed for the problem solving process.

The team should consist of about five people, from various cross-functional departments. All individuals should have relevant process knowledge.

A varied group will offer you a variety of different perspectives from which to observe the problem.

It is advisable to establish team structure, roles, and objectives as far ahead in advance as possible so that corrective action can begin as quickly and effectively as possible.

D2: Describe the problem

Have your team gather information and data related to the problem or symptom. Using clear, quantifiable terms, unpack the problem by asking:

D3: Contain the problem (temporary damage control)

Depending on the circumstances, you may need to mobilize some kind of temporary fix, or “firefighting”.

The focus of this stage should be on preventing the problem from getting worse, until a more permanent solution can be identified and implemented.

D4: Identify, describe, and verify root causes

In preparation for permanent corrective action, you must identify, describe, and verify all possible causes that could contribute to the problem happening.

You can use various techniques for this, including a Failure Modes and Effects Analysis , or Ishikawa (fishbone) diagram .

It’s important that the root causes are systematically identified, described in detail, and promptly verified (or proved). How each cause is verified will depend on the data type and the nature of the problem.

Take a look at the section towards the end of this article for some more problem solving tools to help you decide the right approach.

D5: Identify corrective actions

You must verify that the corrective action you identified will in fact solve the problem and prevent it from happening again in the future (or whatever is your desired threshold of recurrence).

The best way to do this is to collect as much data as possible and by performing smaller-scale “pilot” tests to get an idea of the corrective action’s impact.

You can’t begin to identify the optimal corrective action until you have identified the root cause(s) of the problem.

D6: Implement and validate corrective actions

Carry out the corrective actions, and monitor short and long term effects. During this stage, you should assess and validate the corrective actions with empirical evidence.

Discuss and review results with your team.

D7: Take preventative measures (to avoid the problem happening again)

Here is where you make any necessary changes to your processes, standard operating procedures , policies , and anything else to make sure the problem does not happen again.

It may not be possible to completely eliminate any chance of the problem recurring; in that case, efforts should focus on minimizing possibility of recurrence as much as possible.

D8: Congratulate your team

It’s important to recognize the joint contribution of each and every one of the individuals that were involved in the process.

Team members should feel valued and rewarded for their efforts; this is crucial and perhaps the most important step – after all, without the team, the problem would not have been fixed.

Providing positive feedback and expressing appreciation helps to keep motivation high, which in turn improves the sense of process ownership and simply increases the likelihood your team will actually want to improve internal processes in the future.

How to use 8D for problem solving

The 8D method above outlines a proven strategy for identifying and dealing with problems. It’s an effective problem solving and problem prevention process.

In addition to avoiding long-term damage from recurring problems, 8D also helps to mitigate customer impact as much as possible.

More than just a problem-solving methodology, 8D sits alongside Six Sigma and other lean frameworks and can easily be integrated with them to minimize training and maximize efficacy.

8D is definitely a powerful framework on its own, but it really shines when combined with other synergistic concepts of lean and continuous improvement.

More problem solving tools that synergize well with 8D

8D has become a leading framework for process improvement, and in many ways it is more prescriptive and robust than other more simplistic Six Sigma approaches.

However, there are many Six Sigma methodologies, and even more frameworks for problem solving and process improvement .

The following improvement tools are often used within or alongside the 8D methodology.

DMAIC: Lean Six Sigma

DMAIC stands for:

The DMAIC process is a data-driven cycle of process improvement designed for businesses to help identify flaws or inefficiencies in processes.

Simply put, the goal with DMAIC is to improve and optimize existing processes.

Interestingly, the development of the DMAIC framework is credited to Motorola , whose work built upon the systems initially developed by Toyota .

In terms of working alongside 8D, you could use DMAIC to identify root causes as in D4; you could also implement the same techniques to better understand prospects for corrective actions as in D5, and D6.

We have a whole article on the DMAIC process, if you’re interested.

SWOT analysis

Strengths, Weaknesses, Opportunities, and Threats. You can use a SWOT analysis to gain insight into your organization as a whole, or on individual processes.

The main synergy with 8D is in the identification of opportunities, threats, and weaknesses.

These can represent opportunities for process improvements, weaknesses in your process that could produce problems further down the line, and threats, both internal and external, that may be out of your direct control but that could cause problems for you.

Here’s a SWOT analysis checklist you can use to structure your own analysis:

FMEA: Failure Mode and Effects Analysis

FMEA (Failure Mode and Effects Analysis) is a way of understanding the potential for problems and making preemptive preparations in order to avoid them. It is a method of risk management .

It is a type of preventative risk management process, and so works well in the context of identifying causes of problems so you can better deal with them.

FMEA and 8D work well together because:

• 8D can make use of information gathered during an FMEA process, like brainstorming sessions, to identify potential problems and their root causes.
• You can reuse possible cause information gathered during an FMEA process to feed into different representational diagrams like the Ishikawa (fishbone) diagram, which will help in the 8D process.
• 8D brainstorming data is useful for new process design. This allows the FMEA to take actual process failures into account, which produces more effective results.
• FMEA completed in the past can be used as databases of potential root causes of problems to inform 8D process development.

Here’s a free FMEA template for you to get started ASAP:

The Pareto Chart

The Pareto Chart helps us understand the impact of different variations of input on our output.

In relation to 8D, Pareto Charts can help us prioritize which root cause to target, based on which will have the greatest impact on improvement (where improvement is the desired output of the 8D process).

Here’s the Six Sigma Institute’s example Pareto Chart :

Here we have a simple deductive reasoning technique that asks “why?” five times to dig into the root cause of a problem.

The logic here is that by asking the same question five times, you work progressively “deeper” into the complexity of the problem from a single point of focus.

Ideally, by the fifth question you should have something that has a high likelihood of being a root cause.

This example from Wikipedia does a great job of conveying how the process works:

• The vehicle will not start. (the problem)
• Why? – The battery is dead. (First why)
• Why? – The alternator is not functioning. (Second why)
• Why? – The alternator belt has broken. (Third why)
• Why? – The alternator belt was well beyond its useful service life and not replaced. (Fourth why)
• Why? – The vehicle was not maintained according to the recommended service schedule. (Fifth why, a root cause)

Ishikawa diagrams (fishbone diagrams)

Sometimes called “cause-and-effect diagrams”, they are as such used to visualize the cause and effect of problems.

The approach takes six different categories and places information about the problem into different categories to help you understand what factors could be contributing to the problem.

One advantage over the 5 Whys approach is the way this method forces a more holistic perspective, as opposed to the potentially narrow vantage point offered by zooming in on a single aspect or question.

According to the Six Sigma Institute, the 6 key variables pertaining to root causes of problems are:

• Machine: Root causes related to tools used to execute the process.
• Material: Root causes related to information and forms needed to execute the process.
• Nature: Root causes related to our work environment, market conditions, and regulatory issues.
• Measure: Root causes related to the process measurement.
• Method: Root causes related to procedures, hand-offs, input-output issues.
• People: Root causes related people and organizations.

There’s also this useful illustration of a company using a fishbone diagram to better understand what factors contribute to a company’s high turn around time.

Gap analysis

A gap analysis is concerned with three key elements:

• The current situation, or “performance”
• The ideal situation, or “potential”
• What needs to be done in order to get from performance to potential, or “bridging the gap”

The “gap” is what separates your current situation from your ideal situation.

Businesses that perform a gap analysis can improve their efficiency and better understand how to improve processes and products.

They can help to better optimize how time, money, and human resources are spent in business.

There’s a lot that goes into a gap analysis, and quite a few different ways to approach it. Check out our article for a deeper dive into the gap analysis process.

Superpowered checklists

Checklists can be a great way to simplify a complex process into a series of smaller, easy-to-manage tasks. They’re one of the best ways to start using processes in your business.

By using checklists, you can reduce the amount of error in your workflow , while saving time and money by eliminating confusion and uncertainty.

What’s more, if you’re using Process Street, you have access to advanced features like conditional logic , rich form fields and streamlined template editing .

How to use Process Street for 8D problem solving

Good problem solving relies on good process. If you’re trying to solve problems effectively, the last thing you want is your tools getting in your way.

What you want is a seamless experience from start to finish of the 8D methodology.

The best kinds of processes are actionable. That’s why you should consider using a BPM software like Process Street to streamline recurring tasks and eliminate manual work with automation .

Process Street’s mission statement is to make recurring work fun, fast, and faultless. By breaking down a process into bite-sized tasks , you can get more done and stay on top of your workload.

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Problem solving is an invaluable skill. What’s your go-to process for problem solving? We’d love to know how it compares with the 8D method. Let us know in the comments!

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8D Problem Solving: Comprehensive Breakdown and Practical Applications

The 8D problem-solving process stands as a beacon of structured analysis and corrective action within the complexities of operational pitfalls and quality control discrepancies across industries. Originating from the automotive industry and since adopted widely, the methodology offers a meticulous step-by-step approach that fosters team cohesion, addresses problems at their roots, and implements sustainable solutions.

This article seeks to delve into the nuances of the 8D problem-solving framework, presenting a lucid exposition of its origins, a detailed foray into each step enriched by practical examples, and concluding with the unequivocal benefit bouquet it presents to the organization adopting it.

The Origins of the 8D Problem Solving Methodology

The 8D, or "Eight Disciplines," problem-solving approach germinated from the fertile grounds of collaborative efforts to ensure superior quality and reliability in manufacturing. Initially developed by the Ford Motor Company in the 1980s, this systematic method was a response to a confluence of quality and operational issues that were pervasive in the automotive industry. It drew broader appeal as its efficacy became apparent - functioning as an amalgam of logic, analytics, and teamwork to tackle problems methodically.

The wide reach of the 8D methodology is evident in industries ranging from manufacturing to healthcare, aerospace to IT, and beyond. Its universal applicability stems from a foundational adherence to principle over process, transcending the intricacies of industry-specific challenges. By combining reactive and proactive measures, the 8D method helps in not just extinguishing the fire, but also preventing its outbreak, making it an enduring asset in the organizational toolkit.

The 8 Steps of Problem Solving

An incursion into the 8D methodology reveals a framework that is both systematic and flexible. Each step is sequenced to ensure that issues are not merely patched but genuinely resolved, implementing robust preventive measures to curtail recurrences. This section expounds on each disciplinary step and serves as a substrate for practical implementation examples, supplementing theoretical insights with real-world applicability.

Step 1: Establish a Team

The cornerstone of any formidable 8D approach begins with assembling a competent team. The wisdom embedded in this initial phase is the recognition that effective problem-solving is not a solitary venture but a collaborative pursuit. A multidisciplinary team brings diverse perspectives that are critical in diagnosing issues accurately and devising solutions effectively.

When determining team composition, the emphasis should be on a mix of skills and expertise relevant to the problem at hand. Roles within the team should be clearly defined to streamline activities and foster accountability. Each member should be well-versed in their responsibilities, from those leading the problem-solving charge to those executing and tracking actions.

Step 2: Describe the Problem

Clarity is vital in the second step, which necessitates delineating the problem with precision. A meticulous description sets the foundation for targeted analysis and actionable solutions. It involves accruing information that is factual, quantifiable, and devoid of assumptions – the cornerstone of an accurate problem portrayal.

Techniques like '5W2H' (who, what, when, where, why, how, how much) can galvanize teams into crafting detailed problem descriptions. An exemplar of a well-articulated problem statement might state, "Machine X has experienced a 15% decline in output quality, resulting in a monthly loss of 200 units of product Y since January due to recurrent mechanical inaccuracies."

Step 3: Develop Interim Containment Actions

Addressing a problem's immediate impact is pivotal to prevent exacerbation as a root cause analysis is conducted. Interim containment actions can be likened to first aid – essential, though not the definitive cure. These measures should be rigorously designed to quell the problem's spread or intensification without creating new issues.

An interim action for the aforementioned issue with Machine X could involve adjusting the production schedule to mitigate output loss while the machine is under examination. This demonstrates a temperate solution, buying time for a comprehensive fix without severely disrupting the production chain.

Step 4: Define and Verify the Root Cause(s)

Singular in its focus yet pluralistic in its approach, this phase is committed to uncovering the underlying reasons for the problem. Root cause identification is a task of surgical precision, necessitating a deep dive into the problem without the constraints of predetermined notions.

Techniques such as the "5 Whys" and "Fishbone Diagram" guide problem solvers through a structured investigation of potential causes. Verification is as crucial as identification, ensuring that purported root causes stand up to scrutiny and testing.

Step 5: Verify Permanent Corrective Action(s)

Once root causes have been established, attention shifts to devising and validating long-term corrective actions. This step traverses the path from theory to practice. It requires a judicious appraisal of potential solutions with a clear-eyed view of their feasibility, effectiveness, and sustainability.

Best practices in this step incorporate piloting solutions on a smaller scale, enabling refinement before full-scale implementation. A well-considered corrective action for Machine X might involve upgrading mechanical components identified as failure points, subject to cost-benefit analysis and potential disruption to the production line.

Step 6: Implementing and Validating Permanent Corrective Actions

This step transitions the plan into reality, pushing the corrective actions beyond the threshold into the operational environment. Careful implementation is the linchpin, with detailed plans and schedules ensuring that actions are well-executed and efficacious.

The validation process is a keystone in affirming that corrective actions deliver the intended improvements. For Machine X, this could entail monitoring post-repair performance metrics over a defined period against pre-issue levels to authenticate the efficacy of the improvements.

Step 7: Preventive Measures

Armed with insights gleaned, the 7th step propels the methodology into preventative mode. Here, the onus is on forestalling a problem’s resurgence by ingraining the lessons learned into the organizational fabric. The aim is to encapsulate these insights in policies, procedures, or system changes.

This could mean revising maintenance schedules or worker training programs for Machine X to include the specific nuances that led to the mechanical inaccuracies, thereby shielding against repeat episodes.

Step 8: Congratulate Your Team

The final step encompasses a human-centered focus on recognition and commendation. Acknowledgment of the team’s efforts reinforces motivation, fosters a positive culture, and encourages engagement in future problem-solving initiatives.

Celebrating the success could manifest in a ceremonious recognition of the team’s achievements, an internal announcement of their contributions, or a tangible expression of appreciation. This not only cements the accomplishment but also propels a sense of camaraderie and collective purpose.

The Importance of the 8D Problem Solving Process

A mature consideration of the 8D problem-solving process corroborates its contributory significance in unraveling complex issues and instituting consequential improvements. The benefits it confers are manifest in enhanced product quality, heightened customer satisfaction, and the stimulation of a proactive problem-solving culture. Challenges do persist, mainly in the form of resistance to change or insufficient training; nevertheless, with a conscientious implementation, these can be navigated.

Moreover, the 8D approach aligns seamlessly with the pursuit of continuous improvement – a cornerstone of many business philosophies such as Lean and Six Sigma. It thus serves not only as a solution framework but also as a catalyst for organizational growth and learning.

In summary, the 8D problem-solving methodology stands out for its disciplined, team-driven, and methodical approach to tackling complex problems. From its historical roots in the automotive industry to its implementation in modern enterprises, its efficacy in achieving sustainable solutions is undoubted. Online certificate programs and problem-solving courses often feature 8D due to its relevance and value across industries.

As this article delineates each step, with practical applications and advice, the message is clear: mastery of 8D is not just for immediate problem resolution – it is a pathway to building a resilient and adaptive organization capable of facing the challenges of an ever-changing business landscape.

What are the key steps involved in the 8D Problem Solving process and how do they interact with each other?

Introduction to the 8d process.

The 8D Problem Solving process stands tall. It is a structured approach. Businesses use it widely. 8D tackles complex problems effectively. It drives teams towards lasting solutions. It also fosters quality and reliability. The "D" denotes eight disciplined steps. These steps guide teams. They identify, correct, and prevent issues.

8D Steps Explained

D1: establish the team.

Form a skilled team first. Diversity matters here. Each member brings insights. Their combined expertise is crucial. Team formation kicks off the process.

D2: Describe the Problem

Articulate the issue clearly. Use quantifiable data here. Understanding the scope matters. Have accurate problem statements ready. They pave the way forward.

D3: Develop Interim Containment Action

Ensure a temporary fix. It limits the problem's impact. Speed is of the essence. However, ensure the action is effective. The goal is to stabilize the situation.

D4: Determine Root Cause

Dig deep into causes. Use data-driven analysis. Techniques include fishbone diagrams. Five Whys is also popular. Root cause analysis is pivotal. It prepares the team for corrective actions.

D5: Design and Verify Permanent Corrective Actions

Choose the best corrective action. Rigorous selection criteria apply. Effectiveness and efficiency matter. Verify through testing. Make certain the solution fits.

D6: Implement and Validate Permanent Corrective Actions

Roll out the solution. Watch closely for results. Validation takes place here. Use performance indicators for this. They must indicate that the solution works.

D7: Prevent Recurrence

Embed the improvement. Update systems and policies. Training may be necessary. Maintain the gains. This step safeguards the future. Documentation is important here.

D8: Congratulate the Team

Never overlook recognition. Acknowledge everyone's efforts. Celebrate the success achieved. It boosts team morale. It also promotes a culture of quality.

Interplay Between Steps

The interdependence is strong. Each step builds on the previous one. For example, a strong team in D1 enhances problem understanding in D2. Similarly, effective interim actions in D3 set the stage for a thorough root cause analysis in D4.

The verification in D5 ensures the solution from D4 is sound. Implementation in D6 then relies on the verified action. To prevent recurrence (D7), one must understand the root cause. The entire process relies on clear communication. Team recognition (D8) closes the loop neatly. It paves the way for future problem-solving success.

In essence, the 8D steps are interlinked. Each step informs the next. Teams achieve the best results by following the sequence. They also adapt as needed. 8D enforces a discipline that leads to high-quality results. The interaction between steps ensures problems do not just disappear. They stay solved. This is the power of an integrated problem-solving approach.

Can you provide some practical examples of the effective application of 8D Problem Solving strategies in real-life settings?

Understanding 8d problem solving.

8D problem solving stands for Eight Disciplines. It involves steps that teams must follow. Starting from identifying problems , it goes until preventing reoccurrences . Companies use 8D to tackle complex issues. Its main goal remains quality improvement.

Here are practical examples where 8D shines.

Example 1: Automotive Industry

D0: Plan - An auto manufacturer formed a team. Their goal was clear: resolve brake failures.

D1: Team Formation - They gathered experts from diverse fields. Collaboration was key here.

D2: Describe the Problem - They identified specific issues. Customers reported brakes failing at high speeds.

D3: Develop Interim Containment - They distributed quick-fix kits to dealerships. This ensured immediate customer safety.

D4: Determine Root Causes - A deep dive ensued. The team discovered a faulty brake fluid line.

D5: Choose and Verify Permanent Corrective Actions (PCAs) - They redesigned the brake line. Then they tested it under rigorous conditions.

D6: Implement and Validate PCAs - The new design went into production. Ongoing assessments confirmed its effectiveness.

D7: Take Preventive Measures - They updated their design guidelines. Thus, they eliminated the possibility of similar failures.

D8: Congratulate Your Team - Management recognized the team's effort. This promoted a culture of problem-solving.

Example 2: Electronics Manufacturer

D0: Plan - A sudden surge in returned gadgets prompted action.

D1: Team Formation - A cross-functional team took charge. They had one aim: find the flaw.

D2: Describe the Problem - Devices were overheating during usage. Anxiety among customers grew.

D3: Develop Interim Containment - They halted the production line. Assessing risks was necessary.

D4: Determine Root Causes - Detailed analysis revealed a substandard battery component.

D5: Choose and Verify PCAs - They sourced a higher quality component. Subsequent tests showed promising results.

D6: Implement and Validate PCAs - They integrated the new component into production. Monitoring phases ensured it was a fix.

D7: Take Preventive Measures - They revamped their quality control protocols. Now they could avoid similar issues.

D8: Congratulate Your Team - The team's innovative approach earned praise. They set new standards in their processes.

Example 3: Food Packaging Company

D0: Plan - Reports of packaging leaks triggered an 8D.

D1: Team Formation - Experts from production to distribution joined forces. They understood the stakes were high.

D2: Describe the Problem - The leaks were sporadic but damaging. Food safety concerns escalated.

D3: Develop Interim Containment - They removed compromised products from shelves. Protecting the consumer was paramount.

D4: Determine Root Causes - Investigation exposed a sealing machine defect.

D5: Choose and Verify PCAs - Engineers redesigned the sealing mechanism. Trials followed, proving success.

D6: Implement and Validate PCAs - The updated machines replaced the old ones. Continuous evaluations followed to assure quality.

D7: Take Preventive Measures - They introduced more rigorous maintenance routines. They aimed to preempt future failures.

D8: Congratulate Your Team - The swift and thorough response earned accolades. They reinforced trust in their brand.

8D's Practical Value

Each example showcases 8D's potential. This problem-solving framework adapts to various scenarios. Through structured teamwork and analysis, it guides toward sustainable solutions. It helps in ensuring the same problem does not occur twice. Businesses across different sectors find 8D crucial for their continuous improvement efforts. It underlines that a methodical approach to problem-solving can yield significant long-term benefits.

How is the effectiveness and success of the 8D Problem Solving approach measured in practical applications?

Introduction to 8d problem solving.

The 8D Problem Solving approach stands as a structured methodology. It aims to address and resolve critical issues within an organization. Rooted in the team-oriented approach, 8D follows eight disciplined steps. These steps ensure a comprehensive and effective resolution process. The process includes identifying the problem, implementing interim controls, defining root causes, developing a corrective action plan, taking corrective actions, validating those actions, preventing recurrence, and finally congratulating the team.

Measuring Effectiveness and Success

Quantitative metrics.

Timeliness of Response

The promptness of the initial response is critical. It alerts stakeholders to the emergence and acknowledgment of the issue.

Problem Recurrence Rates

A key success indicator is the frequency of problem recurrence. A declining trend signifies effective corrective actions.

Financial Impact

Cost savings or avoidance measures the fiscal efficiency of the resolution. It counts both direct and indirect factors.

Cycle Time Reduction

Improvements in processes can lead to shorter cycle times. This reflects efficiency gains from the 8D implementation.

Qualitative Metrics

Quality of Documentation

Comprehensive documentation ensures thorough issue analysis. It captures the nuances of the problem-solving journey.

Stakeholder Satisfaction

Feedback from affected parties gauges the outcome’s acceptability. Satisfaction levels can direct future interventions.

Knowledge Transfer

Disseminating learnings enhances organizational capability. Sharing insights leads to broader, preventive measures.

Team Cohesion and Growth

Personal and team development signal process benefits. Such growth provides intangible value to the organization.

Practical Application and Continuous Improvement

In practical applications, tailoring metrics to contexts is vital. Unique business environments demand specific success criteria. Therefore, adapting the approach and its measurement system is necessary.

Organizations may employ a combination of tangible and intangible metrics. Aligning these to strategic goals ensures relevance. The 8D Process receives fine-tuning through iterative cycles. Each cycle offers an opportunity for enhanced problem-solving efficacy.

The Importance of Measure Standardization

Standardizing the measurement process ensures consistency. It aids in comparing and benchmarking against best practices. Homogeneity in measures facilitates clearer communication. It enhances the understanding of successes and areas for improvement.

Revisiting and Refining the 8D Process

Upon completion, a rigorous review of the 8D process is crucial. It ensures learnings lead to process refinement. Alterations in measures might follow to better reflect evolving business needs. This ongoing evolution drives the sustained value of the 8D methodology.

The 8D Problem Solving approach, with its disciplined steps, delivers a robust framework. Measuring its effectiveness requires a blend of quantitative and qualitative metrics. These metrics, when standardized and continually refined, offer a clear lens to assess the 8D process's success. They help organizations not just to solve problems but to evolve in their problem-solving capabilities.

He is a content producer who specializes in blog content. He has a master's degree in business administration and he lives in the Netherlands.

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Mastering the 8D Problem Solving Method: A Comprehensive Guide

It is often said that “a stitch in time saves nine.” Efficient problem-solving is an essential skill , especially in a professional environment.

When it comes to addressing complex issues, the 8D Problem Solving method has gained significant traction across various industries. In this comprehensive guide, we will explore the 8D Problem Solving method, its history, and its application across multiple sectors.

History of the 8D Problem Solving Method

The 8D Problem Solving approach has its origins in World War II when the American military was under intense pressure to produce reliable weapons as quickly as feasible.

The military established a methodical approach to problem-solving, focusing on quality control and continual improvement, to ensure that resources were used effectively.

This was the first instance of what would later develop into the 8D technique.

The writings of Walter Shewhart , W. Edwards Deming , and Joseph M. Juran , who set the groundwork for contemporary quality control and continuous improvement ideas, had a substantial impact on the development of the 8D Problem Solving approach.

These guidelines stress the value of data-driven decision-making and the necessity for businesses to take a pro-active approach to problem-solving.

The Ford Motor Company faced intense competition from Japanese automakers in the 1980s, which caused it to struggle.

Ford used quality control and continuous improvement as its guiding principles and included the 8D Problem Solving process into its business practices to regain its footing.

The automobile sector adopted the 8D methodology widely as a result of the initiative’s success.

The 8D Problem Solving approach gained popularity outside of the automobile industry as it showed continuous promise.

The 8D methodology is now being used by businesses in a variety of industries, such as manufacturing, healthcare, and technology, to solve complicated issues, enhance their operations, and guarantee customer happiness.

The 8D Problem Solving approach has attained widespread acceptance throughout a number of industries.

It is a potent tool for businesses looking to improve their problem-solving skills and promote long-term success due to its systematic approach, emphasis on teamwork, and emphasis on continual improvement.

The Eight Disciplines of 8D Problem Solving

D1: Form a Team

Assembling a diverse team with relevant expertise

The first phase in the 8D process is to put together a varied team of people with the necessary knowledge, making sure that all viewpoints and skill sets are represented. This multidisciplinary approach makes it easier to recognize problems and produce creative solutions.

Defining roles and responsibilities

The tasks and responsibilities of each team member must be established once the team has been constituted. Team members can work cooperatively and effectively by setting clear expectations, ensuring that everyone’s abilities are utilized to the utmost extent. It keeps the problem-solving process on track and upholds accountability.

D2: Define the Problem

Accurate problem description

Accurately characterizing the current problem is the second discipline of the 8D technique. In order to do this, the team must acquire pertinent data, analyze it, and create a clear, succinct statement describing the problem. A focused and efficient problem-solving approach is built on a well identified problem.

Gathering data and identifying root causes

To create long-lasting solutions, the problem’s underlying causes must be determined. The team must gather information from a variety of sources, such as consumer feedback, product testing, or process performance measurements, in order to accomplish this. The team is able to uncover patterns, trends, and potential fundamental causes thanks to this data-driven approach, which also ensures that the problem-solving procedure is unbiased and grounded in facts.

D3: Develop an Interim Containment Plan

Quick, temporary solutions

Minimizing the effects of a problem is crucial in the field of problem solving. Creating an interim containment strategy, which offers quick, temporary solutions to the issue, is the third discipline in the 8D technique. These quick fixes aid in limiting the harm, stopping more problems, and buying the team some time while they produce a more long-term fix.

Mitigating damage and preventing further issues

It is essential to keep an eye on the interim containment plan’s efficacy and adjust as necessary as you go. This guarantees that the short-term fix works to contain the harm and stop the issue from getting worse. Any lessons learnt during this phase should also be recorded by the team because they will be helpful in creating the ultimate corrective action.

D4: Identify Root Causes

Root cause analysis techniques

The fourth discipline of the 8D technique entails examining the issue more closely in order to determine its underlying causes. Various root cause analysis methods, including the Five Whys, Fishbone Diagram, and Fault Tree Analysis, must be used in this situation. The team may create focused solutions that address the issue at its source rather than just treating its symptoms by determining the fundamental causes of the problem.

Verifying root causes through data

Verifying potential root causes with data is crucial after the team has discovered them. Taking this step, the team can avoid being misled by assumptions or unrelated elements and instead concentrate on the real core cause. The team may be confident that their suggested remedies will be successful in tackling the problem by validating the main causes using data.

D5: Choose and Verify Permanent Corrective Actions

Developing and evaluating potential solutions

The team can now consider various solutions after determining the root reasons. “Two heads are better than one,” as the saying goes, and this collaborative process frequently produces innovative and useful ideas. The team should assess each alternative after producing a list of potential corrective actions based on elements including feasibility, cost, and potential impact. This makes it more likely that the selected solution will be both workable and efficient.

Implementing and verifying chosen solution

It’s crucial to assess the effectiveness of the chosen solution before fully applying it. A small-scale trial or a pilot program can be used to accomplish this. The team may be certain that their selected corrective action will be successful when used on a bigger scale by confirming the solution’s success in resolving the issue.

D6: Implement Permanent Corrective Actions

Developing a detailed action plan

The team must create a thorough action plan for putting the selected solution into practice when it has been verified. This strategy should specify the actions, materials, and timetable required for a full integration of the solution into the organization’s operations. A comprehensive action plan makes for an effective implementation that minimizes any hiccups or setbacks.

Monitoring implementation and adjusting as needed

It’s essential to keep an eye on the permanent remedial action’s development and adjust, as necessary. The team may make sure that the solution is properly integrated and produces the required results by remaining alert and reacting to any unforeseen obstacles.

D7: Prevent Recurrence

Identifying potential future issues

The 8D method’s seventh discipline focuses on predicting prospective problems that might develop in the future from comparable underlying causes. The team can help to prevent repeat incidences and continuously enhance the organization’s procedures by foreseeing and addressing these possible issues.

Adjusting processes and procedures to prevent recurrence

The team should analyze and make any necessary modifications to the organization’s systems and procedures to stop the issue from happening again. This can entail creating new quality control procedures, updating the documentation, or changing the training materials. Implementing these changes, the company can promote a climate of continuous development and make sure that the lessons discovered throughout the problem-solving procedure are incorporated into every aspect of its day-to-day work.

D8: Congratulate the Team

Recognizing team achievements

It’s important to acknowledge the team’s effort and commitment when the 8D technique has been implemented successfully. Celebrating their accomplishments promotes a sense of ownership, boosts morale, and encourages continuing commitment to ongoing growth.

Sharing lessons learned with the organization

The team should share their lessons learned with the broader organization. Doing so, they can help to disseminate the knowledge gained during the problem-solving process, fostering a culture of learning and improvement throughout the company.

Practical Application of the 8D Problem Solving Method

Numerous industries, including aerospace, automotive, healthcare, manufacturing, and technology, have successfully used the 8D Problem Solving method. These actual instances show how adaptable and successful the system is at solving a variety of challenging issues .

Although the 8D method offers a structured approach to problem-solving, it is crucial to customize the procedure to the particular requirements and context of the current problem.

This could entail modifying the chronology, modifying the root cause analysis methods, or adding new data sources.

The team can ensure the most efficient problem-solving procedure by continuing to be adaptable and flexible.

Tips for Successful 8D Problem Solving Implementation

Emphasizing clear communication

Clear communication is the lifeblood of effective problem-solving.

Throughout the 8D process, the team should prioritize open and honest communication, ensuring that all members have a thorough understanding of the problem, the chosen solution, and their individual responsibilities.

Fostering a culture of collaboration and continuous improvement

A collaborative and improvement-focused culture is key to the success of the 8D method.

Encouraging open dialogue, mutual support, and ongoing learning, the organization can create an environment in which the 8D method can thrive.

Employing project management tools and techniques

Project management tools and techniques can be invaluable in facilitating the 8D process.

Using tools such as Gantt charts, project management software, or Kanban boards, the team can better track progress, allocate resources, and manage timelines.

These tools can help to keep the problem-solving process organized and efficient, ensuring that the team stays on track and achieves their goals.

Final Thoughts

The 8D Problem Solving method is an effective and adaptable way for tackling complicated challenges in a variety of industries.

Organizations may methodically identify and address problems, stop them from happening again, and promote a culture of continuous improvement and adhering to the eight disciplines.

As we’ve seen, the 8D method’s effectiveness depends on putting together a varied team, upholding clear communication, customizing the procedure for particular circumstances, and using efficient project management tools and approaches.

We urge you to use the 8D Problem Solving method inside your organization now that you have a thorough understanding of it.

Doing this, you may not only address issues more quickly, but also unleash the long-term growth potential of your company.

If you can master the 8D approach, your business will have a better future and you’ll be well-equipped to traverse the waters of problem-solving.

Q: What is the 8D Problem Solving method?

A : A systematic strategy for addressing complicated challenges across multiple industries is the 8D Problem Solving method. It consists of eight disciplines that help firms recognize problems, find solutions, stop them from happening again, and promote a continuous improvement culture.

Q: What are the origins of the 8D Problem Solving method?

A : The United States military created a systematic approach to problem-solving during World War II that was centered on quality control and continual improvement, and this is where the 8D technique got its start. The Ford Motor Company later adopted and promoted the technique in the 1980s.

Q: What are the eight disciplines of the 8D Problem Solving method?

A : The eight disciplines of the 8D method are

• Form a Team
• Define the Problem
• Develop an Interim Containment Plan
• Identify Root Causes
• Choose and Verify Permanent Corrective Actions
• Implement Permanent Corrective Actions
• Prevent Recurrence
• Congratulate the Team

Q: How can the 8D method be applied across different industries?

A : The 8D method is adaptable and may be used to solve a wide variety of complicated problems in a number of different industries, including manufacturing, aerospace, automotive, healthcare, and technology. Organizations should modify the process to match the particular requirements and context of the current challenge in order to utilize the 8D technique effectively.

Q : What are some tips for successfully implementing the 8D Problem Solving method?

A : To ensure the success of the 8D method, organizations should

• Emphasize clear communication.
• Foster a culture of collaboration and continuous improvement.
• Employ effective project management tools and techniques .

Q: What is the role of root cause analysis in the 8D method?

A : The 8D method’s key element is root cause analysis, which identifies the root reasons of an issue. Organizations can create focused solutions that solve the issue at its foundation rather than just masking the symptoms by addressing the root causes.

Q: How can the 8D method help prevent the recurrence of problems?

A : By recognizing potential future issues that may result from comparable root causes and modifying processes and procedures accordingly, the 8D technique aids in preventing the recurrence of problems. This proactive strategy assists companies in making continuous improvements and reducing the possibility that similar issues will arise again.

Ronnie Patterson

Ronnie Patterson, founder of MagnÜron, is a multifaceted entrepreneur with a diverse background in music, electronics engineering, and engineering management. Drawing on experience across various industries, He offers expertise in SEO, operations, and strategy to help businesses thrive. Possessing a unique perspective and unwavering commitment to collaboration, and ideal partner for growth and success.

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Mastering 8d problem solving: a comprehensive guide for businesses.

Table of contents

• What is 8D Problem Solving?
• The 8 Disciples of Problem Solving
• Implementing 8D Problem Solving Methodology

Example of Successful 8D Problem Solving

• Common Challenges and Best Practices

Measuring the Effectiveness of 8D Problem-Solving Efforts

Problem solving is a vital skill for any business that wants to survive and thrive in today’s competitive and dynamic environment. However, not all problems are created equal. Some are simple and straightforward, while others are complex and multifaceted. How can businesses effectively tackle these challenging problems and prevent them from recurring?

One of the most powerful and proven problem-solving methodologies is 8D problem solving. 8D stands for eight disciplines, which are a series of steps that guide teams through the process of identifying, analyzing, resolving, and preventing problems. 8D problem solving can help businesses improve their quality, reduce their costs, and enhance their customer satisfaction.

What is 8D Problem Solving

8D problem solving is a structured and systematic approach to solving complex problems that require cross-functional collaboration and root cause analysis. It was developed by Ford Motor Company in the late 1980s as a way to address customer complaints and improve product quality. Since then, it has been widely adopted by many organizations across various sectors.

The core principles and objectives of 8D problem solving are:

• Focus on the customer’s needs and expectations
• Involve a multidisciplinary team with relevant expertise and authority
• Use data and facts to support decision making
• Identify and eliminate the root causes of the problem
• Implement corrective actions that prevent reoccurrence
• Document and communicate the problem-solving process and results

The 8D methodology differs from other problem-solving approaches in several ways. First, it emphasizes team-oriented problem-solving. Second, it follows a sequential and logical order of steps that ensures thoroughness and consistency. Third, it uses various tools and techniques to facilitate analysis and action. Fourth, it incorporates feedback loops and verification methods to ensure effectiveness and sustainability.

The Eight Disciples of Problem Solving

D1: establish the team.

The first step in the 8D approach is to form a team that will work on the problem. The team should consist of members who have knowledge, experience, or involvement in the problem area. The team should also have a leader who will coordinate the activities and communicate with stakeholders.

The purpose of establishing the team is to:

• Define the roles and responsibilities of each team member
• Establish the scope and boundaries of the problem
• Set the goals and expectations for the problem-solving process
• Allocate the resources and time required for the process

D2: Describe the Problem

The second step in this problem-solving method is to define and describe the problem in detail. The team should use data and facts to describe the problem as accurately as possible. The team should also use tools such as the 5W2H method (who, what, where, when, why, how, how much), Six Sigma, or an IS/IS NOT matrix to clarify the aspects of the problem.

Defining and describing the problem allows businesses to:

• Establish a common understanding of the problem among the team members
• Identify the symptoms, effects, and impacts of the problem
• Quantify the magnitude and frequency of the problem
• Specify the criteria for evaluating potential solutions

D3: Develop Interim Containment Actions

The third step in 8D problem solving is to develop interim containment actions that will prevent or minimize the negative consequences of the problem until a permanent solution is found. The team should identify and implement actions that will isolate, control, or eliminate the causes or sources of variation that contribute to the problem.

When you develop interim containment actions, you:

• Protect the customer from defective products or services
• Reduce the risk of further damage or harm
• Maintain operational continuity and stability
• Buy time for root cause analysis and corrective actions

D4: Determine Root Causes

The fourth step in the 8D method is to determine the root causes responsible for creating or allowing the problem to occur. The team should use data analysis tools such as Pareto charts, histograms, scatter plots, or fishbone diagrams to identify possible causes. The team should also use root cause analysis techniques such as 5 Whys, fault tree analysis, or Failure Modes and Effect Analysis (FMEA) to verify or validate the causes.

The purpose of determining root causes is to:

• Understand why the problem happened
• Identify all possible factors that influence or contribute to the problem
• Eliminate superficial or symptomatic causes
• Prevent jumping to conclusions or making assumptions

D5: Choose Permanent Corrective Actions

The fifth step in 8D problem solving is to choose permanent corrective actions that will address or remove root causes permanently. The team should generate multiple possible solutions using brainstorming techniques such as SCAMPER (substitute, combine, adapt, modify, put to another use, eliminate, reverse) or TRIZ (theory of inventive problem solving). The team should also evaluate each solution using criteria such as feasibility, effectiveness, cost, risk, or impact.

Choosing permanent corrective actions helps to:

• Select the best solution that meets customer needs and expectations
• Ensure that root causes are eliminated or prevented from recurring
• Consider trade-offs between different solutions
• Plan for implementation challenges or barriers

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D6: implement permanent corrective actions.

The sixth step in 8D problem solving is to implement permanent corrective actions that were chosen in D5. The team should develop an action plan that specifies who will do what by when using tools such as Gantt charts or PDCA cycles (plan-do-check-act). The team should also execute the action plan according to schedule using tools such as checklists or standard operating procedures.

The purpose of implementing permanent corrective actions is to:

• Put the chosen solution into practice
• Monitor progress and performance during implementation
• Resolve any issues or problems that arise during the implementation
• Document changes or modifications made during implementation

D7: Prevent Recurrence

The seventh step in 8D problem solving is to prevent recurrence by ensuring that permanent corrective actions are effective and sustainable. The team should verify that root causes have been eliminated using tools such as control charts or statistical process control (SPC). The team should also validate that customer requirements have been met using tools such as surveys or audits.

Preventing reoccurrence helps to:

• Confirm that permanent corrective actions have solved the problem
• Evaluate customer satisfaction with products or services after implementation
• Identify opportunities for further improvement or optimization
• Standardize best practices or lessons learned from implementation

D8: Recognize Team Efforts

The eighth step in 8D problem solving is recognizing team efforts by acknowledging their contributions and achievements throughout the process. The team should celebrate their success by sharing their results with stakeholders using tools such as reports or presentations. The team should also appreciate their efforts by rewarding them with recognition or incentives.

The purpose of recognizing team efforts is to:

• Motivate team members for future challenges
• Build trust and rapport among team members
• Enhance team morale and cohesion
• Promote a culture of continuous improvement

Implementing 8D Problem-Solving Methodology

Implementing an 8D problem-solving methodology can be challenging for many businesses due to various factors such as organizational culture, resources, or complexity. However, with proper planning, preparation, and execution, it can be done successfully.

Here is some practical guidance on how businesses can effectively implement the 8D process:

Define clear roles & responsibilities for each discipline

One of the key factors for successful implementation is having clear roles & responsibilities for each discipline within the 8D process. Each discipline requires specific skills, knowledge, or authority that may not be available within a single person or department.

Therefore, it is important to assign appropriate roles & responsibilities for each discipline based on their expertise & involvement in the problem area.

Some examples of roles & responsibilities are:

By defining clear roles & responsibilities for each discipline, businesses can ensure accountability, transparency, and collaboration throughout the process.

Establish a common language & framework for communication

Another key factor for successful implementation is having a common language & framework for communication among team members & stakeholders. Communication is essential for sharing information, ideas, or feedback during the process.

However, communication can also be challenging due to different backgrounds, perspectives, or expectations among team members & stakeholders. Therefore, it is important to establish a common language & framework for communication that can facilitate understanding, alignment, and agreement throughout the process. Some examples of common language & framework are:

• Using standard terminology & definitions for the 8D process
• Implementing visual tools & templates to document & present the 8D process
• Using common metrics & criteria to measure & evaluate the 8D process
• Establishing feedback mechanisms & channels to communicate & collaborate during the 8D process

By establishing a common language & framework for communication, businesses can ensure clarity, consistency, and quality throughout the process.

Provide adequate training & support for team members

A third key factor for successful implementation is providing adequate training & support for team members who are involved in the 8D process. Team members need to have sufficient knowledge, skills, or confidence to perform their roles & responsibilities effectively. However, team members may not have prior experience or exposure to the 8D process or its tools & techniques. Therefore, it is important to provide adequate training & support for team members that can enhance their competence & capability during the process. Some examples of training & support are:

• Providing formal training sessions or workshops on the 8D process or its tools & techniques
• Offering coaching or mentoring from experts or experienced practitioners on the 8D process or its tools & techniques
• Contributing access to resources or references on the 8D process or its tools & techniques
• Maintaining feedback or recognition of team members’ performance or improvement during the 8D process

By providing adequate training & support for team members, businesses can ensure effectiveness, efficiency, and engagement throughout the process.

To illustrate the versatility and applicability of 8D problem solving across different industries and contexts, here is a hypothetical example of successful 8D problem solving:

Example: Reducing Customer Complaints in a Food Manufacturing Company

A food manufacturing company was facing a high rate of customer complaints due to foreign materials found in their products. The company used 8D problem solving to address this issue and improve product quality. Here are the steps they took within each discipline:

The company formed a cross-functional team consisting of representatives from quality assurance, production, engineering, and customer service. The team leader was the quality assurance manager who had the authority and responsibility to coordinate the activities and communicate with stakeholders.

The team defined and described the problem using data and facts from customer complaints and product inspection records. The team used the 5W2H method to clarify the aspects of the problem. The problem statement was: “In the past six months, we have received 25 customer complaints due to foreign materials such as metal shavings, plastic pieces, or wood chips found in our products.”

The team developed interim containment actions that would prevent or minimize the occurrence of foreign materials in their products until a permanent solution was found. The team identified and implemented measures such as increasing the frequency and intensity of product inspection, installing additional metal detectors and filters in the production line, and segregating and quarantining any products that were suspected or confirmed to contain foreign materials.

The team determined the root causes that were responsible for creating or allowing foreign materials to enter their products. They then used data analysis tools such as Pareto charts and fishbone diagrams to identify potential causes. Root cause analysis techniques such as 5 Whys to verify or validate the causes were also implemented.

Ultimately, they found that there were three main root causes:

• inadequate maintenance of equipment that resulted in metal shavings or plastic pieces falling off during operation;
• improper handling of raw materials that resulted in wood chips or other contaminants being mixed in during storage or transportation;
• lack of awareness or training of staff on how to prevent or detect foreign materials in products.

The team chose permanent corrective actions that would address or remove root causes permanently. The team generated multiple possible solutions using brainstorming techniques such as SCAMPER and TRIZ. They also evaluated each solution using criteria such as feasibility, effectiveness, cost, risk, or impact. Eventually, they selected the best solutions that met customer needs and expectations.

The solutions were:

• implementing a preventive maintenance program for equipment that included regular inspection, cleaning, and replacement of parts;
• establishing a quality control system for raw materials that included verification, testing, and labeling of incoming materials;
• conducting a training program for staff on how to prevent, detect, and report foreign materials in products.

The team implemented permanent corrective actions that were chosen in D5. An action plan that specified who would do what by when using tools such as Gantt charts and PDCA cycles was then developed. They then executed the action plan according to schedule using tools such as checklists and standard operating procedures.

The team prevented recurrence by ensuring that permanent corrective actions were effective and sustainable. They first verified that root causes had been eliminated using tools such as control charts and statistical process control (SPC). Next, they validated that customer requirements had been met using tools such as surveys and audits. After implementing permanent corrective actions, the rate of customer complaints due to foreign materials dropped by 90%.

Team efforts were recognized by acknowledging their contributions and achievements throughout the process. The team celebrated their success by sharing their results with stakeholders using tools such as reports and presentations. Management also appreciated their efforts by rewarding them with recognition or incentives such as certificates, gift cards, or bonuses.

Common Challenges and Best Practices in 8D Problem Solving

Despite its benefits and advantages,

8D problem solving can also pose some challenges for businesses that want to implement it effectively. Some of these challenges are:

• Resistance to change from staff or management who are used to existing processes or practices
• Lack of commitment or support from senior leaders who do not see the value or urgency of problem-solving
• Difficulty in defining or measuring problems
• Insufficient data or information to support analysis or decision making
• Conflicts or disagreements among team members or stakeholders due to different opinions or interests

To overcome these challenges and ensure successful 8D problem solving, businesses can adopt some best practices such as:

• Communicating the benefits and objectives of 8D problem solving to staff and management
• Securing the buy-in and sponsorship of senior leaders who can provide direction and resources
• Using clear and objective criteria to define and measure problems
• Collecting and analyzing relevant and reliable data or information
• Resolving conflicts or disagreements through constructive dialogue and compromise

To ensure that 8D problem-solving efforts are not wasted or forgotten, businesses need to measure the effectiveness and impact of their initiatives. Measuring the effectiveness of 8D problem-solving efforts can help businesses:

• Assess whether they have achieved their goals and expectations
• Evaluate whether they have improved their performance and customer satisfaction
• Identify areas for further improvement or optimization
• Demonstrate their value and credibility to stakeholders

To measure the effectiveness of 8D problem-solving efforts, businesses can use various methods such as:

• Key performance indicators (KPIs) that can be used to quantify the results or outcomes of 8D problem-solving initiatives. Some examples of KPIs are customer satisfaction scores, defect rates, cycle times, or cost savings.
• Data collection and analysis tools that can be used to gather and interpret data or information related to 8D problem-solving initiatives. Some examples of data collection and analysis tools are surveys, audits, control charts, or statistical process control (SPC).
• Periodic reviews and feedback mechanisms can be used to monitor and evaluate the progress and performance of 8D problem-solving initiatives. Some examples of periodic reviews and feedback mechanisms are reports, presentations, meetings, or feedback forms.

By measuring the effectiveness of 8D problem-solving efforts, businesses can ensure that they are continuously improving their quality, efficiency, and customer satisfaction.

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Home > Quality Management > The 8D Problem-Solving Method: What is it And How To Use It

The 8D Problem-Solving Method: What is it And How To Use It

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The 8D ( 8D Problem-Solving Method ) method, also known as 8 disciplines, first appeared in Ford’s 1987 “Team-Oriented Problem Solving” manual. It is a tool that has stood the test of time and has become the first solution used by the company known today as Global 8D. Although the 8D method has been around for years, many companies still face the problem of low resolution and poor use of fixes.

Eight Laws of Problem-Solving ( 8D Problem-Solving Method ) are an efficient, effective, and proven way to identify the root cause of a problem, plan a quick solution, and prevent a solution, treatment, and recurrence of the problem. If your product is faulty or does not meet customer expectations, the 8D is a great first step toward improving quality and reliability. The 8D has become very popular with manufacturers, installers, and workshops worldwide due to its efficiency and ease.

Organizations can benefit from improving their production processes and preventing problems that can hinder productivity. This approach provides businesses with the necessary and practical tools to increase efficiency and take action when necessary.

The 8D Problem-Solving Method is the process of teaching and improving quality and eliminating problems. Here we will show you a step-by-step troubleshooting tool to help you identify the problem and identify issues and errors. It also helps identify root causes and take steps to resolve and prevent problems identified in the process. So, let us look at the steps:

1. D0: Planning and Preparation-

Planning and proper planning is a good start before taking action. The process begins with devising a plan and analyzing the problems the organization wants to solve. In this step, company leaders combine information from different sources and generate ideas. In general, at this stage, they identify the problem that needs urgent attention, the main resources that can be used to solve the problem, and the parties involved in the resolution process. The planning phase forms the basis for the next step.

Therefore, before building a team, you should consider:

• Problem description
• The time frame for resolution
• Resources needed to complete the job.

2. D1: Formation of a Team-

This process is based on the creation of groups that will be part of the problem-solving process. During teamwork, the team leader will usually select someone with experience on the job and identify areas to consider in hiring professionals with skills in these areas. The group may also choose a leader to lead its efforts in the problem-solving process.

Building teams to do the 8D Problem-Solving Method is a weak spot for many organizations. Collaborating with people from relevant organizations is important because you cannot solve the problem without first-hand knowledge. If a part problem, the engineer responsible for the design should be in the team. If a production problem, it should be walked around by the staff from the special work area. Do not make the mistake of thinking that the 8D is a job only a competent person can do at their desk.

3. D2: Describing Problem-

The main purpose of the 8D approach is to accurately and objectively describe the problem so that all important information is captured. This step involves writing down detailed information and information to describe the problem, and this is another area where people run into a lot of trouble. Problem definition may mean walking the field to observe the problem on the production floor, reviewing quality data, and/or confirming/not validating the problem.

Organizations can further identify and solve the problem by identifying the problem. During this time, the team reviews issues that need fixing, and management maintains good communication with everyone on the team. Describe the situation in meaningful terms to help identify the potential and type of problem. Often, at this stage, the team writes problem statements, gathers information, and creates diagrams and charts to add to the project.

4. D3: Problem Containment Planning-

Sometimes it is necessary to develop a temporary problem management plan to reduce the impact of the problem until a permanent solution is found. New methods are needed to fix the problem until a permanent solution is found. Problem-solving is a process that takes time and goes through many stages. It is important to have a contingency plan when dealing with serious and persistent problems. Issue management can help reduce the immediate impact of an incident on a product or customer. Temporary protection plans often use quick, easy, and inexpensive measures that the team can reverse at a later stage if needed. With advice, it is important to analyze the results and monitor the situation carefully to prevent further damage.

Temporary protection minimizes the impact of the problem during a permanent solution, which is especially important when product quality or safety is at risk. Many automakers make the mistake of stopping at this point and causing confusion and correction. Sorting materials or clearing clutter only fixes the symptoms, not the cause. The result: repeated problems, higher costs, and loss of business.

5. D4: The Root Cause Analysis (RCA)-

There are many tools available to identify the true root cause of a problem. With the issue temporarily resolved, you can now begin to identify the cause of the inconsistency.

Once the interim plan is in effect, the next step will be an in-depth analysis of the root of the problem. The team examines each potential resource through in-depth analysis and testing. They bring in all relevant test data and discuss the unidentifiable details of the method. This issue is common and can help organizations better identify problems and prevent their recurrence in the future. Organizations often use marketing and visualization tools such as Five WHYs, the Fishbone diagram to visualize the cause, and the Pareto charts to identify root cause analysis.

6. D5: Analyzing Permanent Corrective Action-

Once the team has identified the source of the problem, we can decide what the best solution is. Networking with tools such as social mapping can help plan ideas and identify best practices through relationships.

After determining the best solution, the team evaluates corrective action against the root cause of the problem and escape points. With this information, they can compare corrections and write their results. At this stage, they can also make a risk assessment of each solution they create and choose the most appropriate one. Brainstorming combined with tools such as affinity diagrams helps organize ideas based on relationships and determine the best course of action.

7. D6: Implementing & Validating Permanent Corrective Action-

Management should be involved in verifying correct operation and this means that they must be present in the workshop to measure performance and in regular reviews of key performance indicators (KPIs). Leadership should be exemplified by examining the process from the paying customer’s perspective. It is worth noting that the 6 steps of the 8D Problem-Solving Method are when you are finally ready to use the correction, demonstrating the critical role of planning in this process.

Once a solution is identified, management should implement corrective actions using the PDCA (Plan Do Check Act) process with small tests before expansion. So, keep track of the results and tweak the fix to get the desired results. To achieve and implement a permanent change, the strategic plan should include:

• Creating an action plan
• Communicating the plan to all stakeholders
• Recognizing improvement using metrics

8. D7: Preventing Recurrence-

Once the best solutions have been identified and tested, it is important to pursue permanent corrective action to eliminate roots and escapes. Generally, the organization pulls back the management plan from time to time, creates an action plan for the right action, and then communicates it to all stakeholders. To implement the plan, organizations monitor instant results and results over time. It also monitors the effectiveness of permanent fixes.

The organization should decide to take steps such as updating the process of checking questions and performing regular preventive maintenance on them, ensuring defect-free products for high-risk processes, and rejecting to avoid risking other processes.

9. D8: Recognizing Team Contributions-

When the problem is solved, the last step is to congratulate the team. Because teams need feedback to achieve great results, it is important to recognize their efforts and share their success across the organization. This increases motivation and employee engagement while helping you develop quality control, implement process improvements, and manage change as you grow.

At the final stage of the process, the team reviews their work and discusses the project and its achievements. Effective communication and comparison before and after the 8D Problem-Solving Method process helps the team. Awareness of personal effort and feedback is important during this period as it can increase job satisfaction.

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Henry Harvin’s 8D Problem-Solving Method Analysis course is designed to identify the root cause of a problem, develop a short-term solution strategy, and implement long-term solutions to prevent the recurrence of the problem and 8D gives you an understanding of Root Cause Analysis. It’s not just about solving problems. However, it can help prepare your engineering team for the future.

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• Learn and find clear information on 8D analysis courses.
• Learning various 8D Problem-Solving Method analysis principles.
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Benefits of the 8D Problem-Solving Method include a better way to find the root cause, establish the necessary measures to eliminate the root cause, and apply the right treatment. The 8D method also helps find the control that is causing the problem to escape. The purpose of learning escape points is to improve management’s ability to identify failures or their causes (when and when they occur again). Finally, the prevention cycle examines the sequence of events that allowed the failure and the process that caused it to exist.

The 8D Problem-Solving Method approach is universally applicable to any organization that needs a solution. However, there are some industries and businesses that have been successful using this 8D method, such as manufacturing, the automotive industry, engineering companies that produce products, and large and medium-sized businesses.

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To complete the 8D process, the following are important:   i. Good team.   ii. A correct description of the problem.   iii. Not skipping the 8D Problem-Solving Method steps.   iv. Cooperation within the team and management support.

Some errors continued to occur as the team tried to locate the source of the problem and implement the correct solution. To prevent these defective products from reaching consumers, interim containment ensures that the defect remains in place until the problem is completely resolved. If the customer reaches the wrong location, it can lead to liability, failure, and customer dissatisfaction.

The 8D Problem-Solving Method report is a document used to document the 8D process, detailing the implementation of solutions and evaluating the effectiveness of solutions.  

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8D Manufacturing Report: Your Guide to Effective Problem Solving

• Written by Brecht Plasschaert
• Compliance , Lean Manufacturing
• Updated on January 10, 2024
• Published on August 16, 2022

Manufacturing companies are the backbone of any economy. They produce goods for local or international markets, employ people, and keep their customers happy. 

That’s why manufacturers often use 8D reports to identify and solve problems before they impact their production and business to ensure the quality of produced goods. The methodology was developed by Toyota Motors Manufacturing (TMM) in Japan in the 1960s to help the company achieve better performance. 

For companies who want to compete with other manufacturers around the world, it’s essential to identify and track root causes of non-conformities or problems in a production environment. This helps them achieve a high level of product efficiency and quality, which translates into lower costs and higher profits. 

In this article we cover the ins and outs of 8D reporting, how to use it, and the advantages it may offer to your workforce.

Download our 8D template as well to make your problem-solving process simpler.

The 8D method structure

The 8D problem-solving method is a systematic approach to problem solving that emphasizes team participation. This method generally covers:

• Identifying the Problem — You must first identify what is wrong with the process or operation.
• Determining Causes — After identifying a problem, you will have to determine its root cause(s). This may not be easy, but it’s imperative if you want to fix your processes and prevent future problems from arising again.
• Developing Corrective Action — Once you’ve identified the causes of your problems and analyzed all possible solutions, it’s time to develop corrective actions. Create a plan for how each possible solution would work (i.e., “if we use this part instead,” or “if we add these people,” etc.). You’ll also need metrics and checkpoints throughout this process to ensure that everything is working as intended.

The 8 disciplines

The eight disciplines (8D) follow a logical sequence of eight steps. It’s one of the most common methods used in manufacturing because it’s a structured approach, but it can also be applied to other industries.

D1: Create a team When using 8D, it is important to have a cross-functional team with individuals from different disciplines to assist you cover more territory. There should be two subgroups for the team members:

• Core members: people who are more data-driven and typical product, process, and data experts.
• Subject Matter Experts (SME): members who may contribute to brainstorming, research, and process observation. Bring in fresh SMEs without hesitation to assist with any step of the process.

These team members have to be equipped with the knowledge necessary to identify the issue and implement solutions.

D2: Describe the problem

The problem description is a narrative that describes the issue in detail and should be understood across the team members. It explains how the issue happened, what impact it had on your business, and why you need to fix it. The problem description should include:

• The underlying causes of your problem (the root cause). Why did this happen?
• What’s the impact of this issue? How much money are you losing because of this? What other problems does it cause within your company?
• How will fixing these underlying causes help solve or prevent future issues related to this one?

Here are some techniques and tools to identify and formulate the problems:

• 5 Why’s formulation
• Affinity Diagram
• Fishbone Diagram
• Is / Is Not method

D3: Develop a containment plan

Once you have identified, isolated, and controlled your manufacturing process problems, it’s time to create a plan for containment. You need clear descriptions so that everyone understands what they’re supposed to do in order to solve this issue. Be aware, an Interim Containment Action (ICA) is a temporary plan and should only be replaced with the Permanent Corrective Action (PCA) after completing 8D.

D4: Root Cause Analysis (RCA) and Escape Point

You might find yourself wandering down several rabbit holes before reaching this point. Be patient and methodical as you work through each step in your investigation process. This process should always be guided by facts rather than assumptions or guesses about what could be going wrong behind closed doors at your company’s factories overseas!

Review your results, then talk with your team about potential causes of the issue. Each probable root cause is mapped to the issue statement and any associated test results as part of the root cause analysis. Be cautious to rule out all probable reasons; hazy brainstorming and careless analysis might lead you to miss important details.

Some methods during this step include:

• Comparative Analysis
• Development of Root Cause Theories
• Verification of Root Cause Theories
• Review Process Flow Diagrams
• Determine Escape Points, the closest point in the process where root cause could be found

In addition to determining the underlying causes, attempt to remember when and why you first discovered the issue in the process. This is called an escape point, and there can be more than one.

D5: Formulate Permanent Corrective Actions (PCA)

Corrective actions should be based on the root cause analysis. The first step in formulating corrective actions is to determine the root cause of the failure mode. To do this, you will need to analyze all of your data and identify which potential factors contributed to the problem. Once you have determined what caused the failure, you can then come up with ways of preventing similar failures from occurring in the future.

For example, if an assembly line stops due to an electrical issue with one machine, it would not make sense to fix just one machine; rather, you should look at all machines on that line and make sure they have proper electrical connections so that they are able to function properly.

So when something goes wrong, you will have a plan for fixing it before it causes even bigger problems down the road. There are several steps involved in creating an effective corrective action plan:

• Plan out how long it will take before implementing any changes that can help fix whatever issue has arisen;
• Create an actionable plan detailing exactly what needs changing;
• Check in at regular intervals on progress made toward completing this project so that no one gets forgotten along its path until completion (this includes monitoring by both parties involved)
• If necessary take appropriate steps like adding more resources or reallocating existing ones when delays  arise from unforeseen factors such as weather conditions etc .”

D6: Implement and Validate the Permanent Corrective Action

Interim measures are temporary solutions to a problem. They can be used to prevent further damage or to allow time for a permanent solution to be implemented. Interim measures can also be used to reduce the impact of the problem until it is solved.

When you have identified an issue in your business, create an action plan that includes interim measures as well as final goals and expectations. If there is some sort of delay in implementing these interim measures, report back on progress at least monthly so management stays up-to-date on what is happening within your department and company at large.

Some activities during the 6D step include:

• Creating a project plan
• Share the plan with relevant parties.
• Use metrics to verify progress

D7: Monitoring of corrective measures

Monitoring is a key part of the 8D method. Monitoring is a way to check if a corrective action is working, or if it needs to be changed or completed. It’s also a way to check if the root cause has been addressed, and if your company has learned anything new from the incident that could help prevent future errors.

Your team needs to retain and document the shared knowledge that was gained while identifying, resolving, and preventing this problem. It’s important to review existing documents or procedures and update them accordingly to improve future outcomes.

Activities you need to keep in mind during this step are:

• Reviewing comparable products and procedures to avoid other problems.
• Creating or updating work instructions and procedures.
• Capturing new industry standards and procedures.
• Confirming the most recent failure mode and effect analysis (FMEA).
• Confirming the revision of control plans.

D8: Recognize team and individual efforts

Giving feedback to ensure a good outcome is crucial for any team to flourish. Recognize the efforts and labor that each person has put into what they have brought to the process at this moment.

The tasks in this stage consist of:

• Archive 8D for later use.
• Keep track of your learnings to enhance your problem-solving techniques.
• Comparisons of the before and after
• Celebration and acknowledgement of the group

How to Write an 8D report for your company when you have a product defect or a problem to solve?

An 8D report is a tool for managing a problem. It consists of eight columns and four rows:

• The first row, called the title row, lists each column’s name.
• Define the Problem
• Determine Causes
• Develop Solutions
• Verify Solutions
• Control Risks
• Document Your Improvements and Lessons Learned (optional)
• Closeout (optional).
• 1a through 7a include action steps related to 1 through 7 above; 
• 6b includes an optional section that can be used if it becomes necessary to document lessons learned from this process at some later time (e.g., after you implement Solution 3b).

8D Report Pros and Cons for manufacturers

8d report advantages:.

More awareness of the root cause (s)

It improves your quality control processes by identifying the potential causes of nonconformance at each stage of production and prioritizes corrective action steps based on their risk level, priority, impact, probability, etc., thus ensuring that you address the system issues first before they result in incurring costs due to rework/scrap or adverse customer response or regulatory intervention.

Enhanced quality control strategies and plans.

8D enables you to reduce lead times by identifying where bottlenecks are occurring within a process so that resource allocation can be adjusted accordingly in order to improve throughput while maintaining quality standards (i.e., having sufficient workers available at all stages). This can also help with preventing employee burnout by covering more shifts so there is less overtime required from employees who might otherwise be tired from working too many hours without breaks when there is high demand for their services during peak times (like Christmas shopping season).

Avoid future problems

The 8D report can help your manufacturing company avoid costly mistakes, as you can see exactly where problems may occur and take action to prevent them. 

Team-based approach

An 8D report gives you an opportunity to check if everything is running smoothly and confirm that everyone understands their tasks and responsibilities. With this information at hand, it’s easier to make improvements based on what works best or needs improvement in different areas of your business. In addition, it’s easy to access historical data on procedures and products.

Better communication flows

Finally, It also allows for better communication flows between teams responsible for different processes in the manufacturing process and reduces the amount of time spent investigating issues that aren’t really problems.

8D report Cons: 

Extensive training

There aren’t many cons to applying 8D problem solving techniques. The most important one is that it will require that people who take part in problem-solving activities obtain the right training and instructions on how 8D operates.

They will also need to comprehend other closely linked concepts related to 8D issue solving methodologies. Examples of these may be pareto charts , process maps, fishbone diagrams, and more.

Lack in flexibility

In addition, an 8D report is not a good tool when there are several problems at once or when an issue in the manufacturing process needs immediate attention. 

Dedicated budget

An 8D report also has requirements that smaller enterprises with fewer resources can find complicated and costly. For example: you need to have a dedicated budget to provide extensive training so your team has the right knowledge to do the job right. 

Technology to Assist in 8D Reporting for manufacturers

There are a number of software solutions available to help companies implement 8D programs and manage their Supplier Quality Management (SQM) efforts. 

Why should you digitize your 8D processes?

Automating the 8D report process will ensure that all problems are captured and reported consistently, with no one falling through the cracks.

It facilitates collaboration across teams and departments. All stakeholders will have access to information on the status of every problem as it progresses through its lifecycle, so they can respond quickly if an issue arises or make suggestions for how best to resolve it. This saves time and allows everyone involved in a particular issue to feel more connected with one another than they otherwise would be able to do without this kind of technology at their disposal.

8D Solutions

8D reporting is a powerful tool for monitoring progress and identifying issues in manufacturing. This can help you improve your processes, reduce cost, and increase profits. With the help of technology, you can easily keep track of your 8D reports. Here are some solutions to assist manufacturers with this process:

A program like SAP or Oracle ERP allows you to integrate 8D reporting into your system. This way, all information is in one place and updated automatically.

A no-code software tool like Azumuta allows you to integrate 8D reporting into your system. This way, all information is in one place and updated automatically. Easily capture data with your phone or tablet , while offline from the field at any time! Create an 8D report right away and distribute it to your stakeholders and coworkers and track corrective actions to team members through a single app.

With real-time data, companies can improve communication among team members, improve problem solving skills for individuals on the team (including managers), and develop new solutions for existing issues based on past experience with similar problems at other locations or companies.

Microsoft Office

If you don’t want to invest in new software at this time but still want an easy way to manage your project issues and progress, consider using an online database like Excel for managing risks, defects, quality assurance methods, etc. This will allow you to access information from anywhere with a laptop or mobile device. This way is rather tedious though and important information can be lost.

Digitize your 8D Processes

As you can see, there are many benefits to using a software for 8D reporting. While it may seem like a lot of work initially, once you get the hang of it, it will be easy to maintain and manage your 8D records. The most important thing is to start now! Make sure that your company gets started on an 8D reporting software today so that your team can begin documenting problems as soon as possible!

See how our platform can help streamline data collection, increase productivity, and increase quality assurance with a demo of Azumuta.

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The Evolution of 8D Problem-Solving: From Basics to Excellence

• Learn Lean Sigma
• 8D Problem Solving

In a world where efficiency and effectiveness are more than just buzzwords, the need for robust problem-solving methodologies is greater than ever. Among the myriad of approaches that organizations adopt to tackle challenges, the 8D Problem-Solving framework stands as a testament to both versatility and efficacy. Originating from military standards and later popularized by the automotive industry, 8D has evolved to become a universal tool for identifying issues, analyzing root causes, and implementing sustainable solutions.

This blog post aims to guide you through the captivating history and evolution of the 8D Problem-Solving approach. From its early days as a checklist in quality management to its modern adaptation using advanced statistical tools and cross-industry applications, we’ll explore how 8D has transformed into a comprehensive, adaptable, and highly effective method for tackling problems in various sectors. Whether you’re new to 8D or looking to deepen your understanding, this article offers valuable insights into its development and current applications.

Table of Contents

The genesis: where it all began, the military origins.

The very first seeds of the 8D Problem-Solving methodology were sown during World War II. It was incorporated into Military Standard 1520, a framework aimed at addressing product and service failures. At the time, the military faced complex challenges that often involved multiple variables and high stakes. These challenges required a disciplined approach to problem-solving that could help identify and eliminate the root causes of failures.

Limited Initial Reach

Despite its structured approach, the method had limited reach and was not extensively used outside military applications. This was primarily due to two reasons:

• Specificity : The original framework was tailored for military applications, which made it less relatable to civilian industries.
• Complexity : The depth of the method often required specialized training, which acted as a barrier for broader adoption.

The Automotive Revolution: Ford Takes the Wheel

Fast forward to the 1980s, and the landscape of quality management began to change. Companies were increasingly focusing on systematic approaches to problem-solving and continuous improvement. It was during this era that the 8D Problem-Solving approach got a second life through its adoption by the Ford Motor Company.

Ford was facing growing competition and realized the need for a structured, repeatable problem-solving methodology. The 8D framework fit the bill perfectly, as it provided a step-by-step approach to identify issues, analyze their root causes, and implement corrective measures.

Standardization and Beyond

Once Ford demonstrated the success of implementing the 8D methodology, it became part of the larger Quality Management Systems. Organizations began to see the value in a disciplined approach to problem-solving, and thus, 8D started its journey towards standardization and broader industrial application.

By embracing quality management principles like ISO 9001, the 8D approach transformed from a ‘military-specific’ solution to a universally applicable method for problem-solving. This was a pivotal moment in its history, paving the way for the methodology’s future evolutions and its adoption across diverse sectors.

The origin story of 8D Problem-Solving is a compelling tale of adaptation and evolution. From its military roots to its mainstream industrial applications, the methodology has proven its mettle in solving complex problems methodically and effectively.

The 8 Disciplines: A Quick Overview

Understanding the 8 Disciplines that make up the 8D Problem-Solving approach is crucial for comprehending its comprehensive nature. For a comprehensive guide on how to navigate each of the eight disciplines, you can visit Learn Lean Sigma’s 8D Problem Solving Guide .

Here’s a brief rundown:

This is the preparatory stage where you outline the scope of the problem and plan the resources required for the problem-solving process.

D1: Team Formation

A cross-functional team is assembled with individuals who have the skills and knowledge needed to solve the problem effectively.

D2: Problem Description

The issue at hand is clearly defined, often using tools like the 5W2H (Who, What, When, Where, Why, How, How much) to ensure everyone understands it.

D3: Interim Containment Actions

Temporary actions are taken to contain the problem and prevent it from causing immediate harm while the root cause is being investigated.

D4: Root Cause Analysis

Through data collection and analysis, the underlying cause of the problem is identified. Methods like the Fishbone Diagram or 5 Whys are commonly used.

D5: Permanent Corrective Actions

Once the root cause is known, permanent solutions are developed and tested to ensure they effectively solve the problem.

D6: Implement and Validate Solutions

The validated solutions are fully implemented. Metrics are set up to monitor the effectiveness of the solutions over time.

D7: Preventive Measures

Actions are taken to prevent the recurrence of the problem in the future. This often involves updating procedures or training.

D8: Closure and Team Celebrations

The project is formally closed, and the team’s efforts are recognized and celebrated, often leading to increased motivation for future projects.

These eight disciplines provide a structured, step-by-step approach to problem-solving, ensuring that issues are not just solved but also prevented from recurring.

Would you like to know how each of these disciplines integrates with modern tools and methodologies like Lean Six Sigma? Stay tuned for more in-depth articles on this topic.

The Evolutionary Milestones of 8D Problem-Solving

1. initial adoption and standardization, the checklist era.

In its formative years, the 8D methodology was primarily a checklist approach to problem-solving. Organizations used it as a guide to ensure that they didn’t miss critical steps in the problem-solving process. While effective, it lacked the rigor and structure to be universally adopted as a standard.

Integration into Quality Management Systems

The game-changer came when 8D was integrated into Quality Management Systems like ISO 9001. This move provided the methodology with the structure and standardization it needed to be widely accepted. It moved from being a simple checklist to a deeply structured, documented process that required evidence-based actions at every stage.

2. Cross-Industry Application

Breaking industry barriers.

By the late 1990s and early 2000s, the 8D methodology began to show its versatility. What started in the automotive and military sectors soon found applications in healthcare, FMCG, logistics, and even software development.

Universal Principles

The universality of its principles meant that it could provide a structured way to approach problem-solving in different settings. The discipline it instilled in the process made it a favorite across industries, proving that good problem-solving techniques are not confined by industry boundaries.

3. Integration with Other Methodologies

The synergistic approach.

In more recent years, 8D has been combined with other methodologies like Six Sigma, Kaizen, and Lean. This integration has made the process far more robust, marrying the structured approach of 8D with the data-driven and continuous improvement aspects of these methodologies.

Enhanced Problem-Solving

For instance, integrating Six Sigma techniques into the Root Cause Analysis stage (D4) has allowed for a more sophisticated and accurate identification of root causes, making the solutions more effective and sustainable.

4. Technological Enhancements

The data revolution.

The advent of advanced statistical tools and software has significantly impacted the 8D methodology. Data analytics platforms and specialized software have made the data analysis phase far more sophisticated, improving the accuracy and efficiency of the entire process.

5. Adaptation for Smaller Issues

Quick 8d and micro 8d.

Recognizing that not every problem requires a full-blown 8D approach, the methodology has been adapted into “Quick 8D” or “Micro 8D” versions. These are less resource-intensive and can be implemented much quicker, making 8D accessible for smaller issues without sacrificing the integrity of the problem-solving process.

The 8D Problem-Solving methodology has shown remarkable adaptability and resilience, evolving over the years to meet the demands of a rapidly changing industrial landscape. Each evolutionary milestone has added layers of effectiveness, making it a reliable choice for organizations aiming for excellence in problem-solving.

Modern-Day Applications and Case Studies of 8D Problem-Solving

The 8D Problem-Solving methodology has come a long way from its military and automotive roots. Today, it has been adopted by a variety of industries and sectors, demonstrating its versatility and effectiveness in solving a wide range of problems. Below are some noteworthy applications and case studies.

Service Industries

Hospitality sector.

In the hospitality sector, 8D has been employed to improve customer satisfaction and operational efficiency. For example, a hotel chain used 8D to identify the root cause of frequent customer complaints about room cleanliness, eventually implementing new training programs for housekeeping staff.

Hospital Operations

Hospitals have applied 8D to solve problems related to patient safety, medical errors, and operational bottlenecks. One case study from a leading hospital showcased how 8D helped reduce the time required for the emergency room triage process, thus saving lives.

Software Development

Debugging and quality assurance.

In software development, 8D has found a place in debugging and quality assurance phases. It helps teams systematically identify, analyze, and resolve software bugs, leading to more reliable products.

Manufacturing Giants and Their Case Studies

General electric.

GE used the 8D methodology to improve the reliability of their turbine engines. After identifying the root cause of frequent failures, they implemented corrective actions that increased the lifespan of the engines, saving both time and resources.

Toyota, a name synonymous with quality and efficiency, has frequently turned to 8D for solving complex engineering and manufacturing challenges. One documented case study revealed how Toyota used 8D to reduce the defect rate in one of its assembly lines, thus improving productivity and quality.

In the consumer electronics industry, Samsung employed 8D to tackle the battery issues plaguing its Galaxy Note series. By systematically identifying the root cause, Samsung was able to implement corrective actions that restored consumer trust in their products.

The wide-ranging applications of 8D in various industries underscore its flexibility and robustness as a problem-solving methodology. These case studies are not just isolated examples; they are a testament to the adaptability and efficacy of the 8D approach in solving real-world problems.

The 8D Problem-Solving methodology has undergone a remarkable journey, evolving from its origins in military applications to becoming a universally adopted framework across a spectrum of industries. Its structured, step-by-step approach not only solves immediate issues but also lays down preventive measures to avoid future occurrences. This adaptability is evidenced by its successful implementation in sectors as diverse as healthcare, software development, and manufacturing.

Companies like General Electric, Toyota, and Samsung have leveraged 8D to drive impactful changes, highlighting the methodology’s potential for fostering organizational excellence. As we move forward in an increasingly complex and dynamic world, the 8D approach will undoubtedly continue to be a cornerstone for effective problem-solving and continuous improvement.

• Zarghami, A. and Benbow, D.W., 2017.  Introduction to 8D problem solving . Quality Press.
• Camarillo, A., Ríos, J. and Althoff, K.D., 2017.  CBR and PLM applied to diagnosis and technical support during problem solving in the Continuous Improvement Process of manufacturing plants .  Procedia Manufacturing ,  13 , pp.987-994.

Daniel Croft

Daniel Croft is a seasoned continuous improvement manager with a Black Belt in Lean Six Sigma. With over 10 years of real-world application experience across diverse sectors, Daniel has a passion for optimizing processes and fostering a culture of efficiency. He's not just a practitioner but also an avid learner, constantly seeking to expand his knowledge. Outside of his professional life, Daniel has a keen Investing, statistics and knowledge-sharing, which led him to create the website learnleansigma.com, a platform dedicated to Lean Six Sigma and process improvement insights.

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8D Management (8 Disciplines Management)

8D Management & The 8D of Problem Solving

Problems are a part of life and a business is no exception. Even with the best of intentions and systems, some errors can creep in and be hard to detect. It may be nothing serious or can have serious repercussions such as reputation damage, heavy fines, product recall, property loss, and so on. It becomes essential to identify the problem, its consequences on the one hand, and causes on the other to be able to not only resolve it for now but also ensure prevention of its recurrence. One of the methodologies, popular amongst engineers and professionals mainly in the automotive industry but now applied across several industries is the eight disciplines (8D) model. It helps to identify, correct, and eliminate recurring problems, affecting improvement in product and process.

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What are the Eight Disciplines of Problem Solving (8D)?

The Eight Disciplines of Problem Solving (8D) is a systematic, holistic and proven methodology designed to identify the root cause of a problem, plan a quick fix, and implement corrective actions and preventive actions to avoid their recurrence. If your product is defective or not meeting your customer requirements, then 8D is an excellent first step to improve Quality and Reliability.

8D has become very popular among manufacturers, assembly, and services around the globe because it is effective and comparatively easy to teach.

Why Apply Eight Disciplines of Problem Solving (8D)

The 8D methodology, developed to represent the best practices in problem-solving, provides the engineering teams with an effective and efficient team-oriented problem-solving skill, a better understanding of Root Cause Analysis (RCA) and how to use basic statistical tools required for problem-solving. 8D helps the management understand and resolve problems better, identify necessary systemic changes and inputs for change , and facilitate a more candid and open communication in problem-solving discussions.

8D improves the Quality and Reliability of your products, and if performed correctly, prepares the engineering team for future problems.

When to Apply Eight Disciplines of Problem Solving (8D)

The 8D problem-solving process is used to solve major, critical, chronic, and recurring problems. The 8D is typically required during safety or regulatory issues, customer complaints , warranty concerns, poor performance or test failures, internal rejects, and to minimize waste and scrap.

How to Use Root Cause Analysis to Transform Your Safety Program

How to apply eight disciplines of problem solving (8d).

The 8D is a systematic process for the introduction and improvement of quality, and elimination of problems. Here we will show you the step by step approach of the problem-solving tools that can make you proficient at identifying causes of problems, defining problems, and errors. Additionally, it helps identify root causes and take actions to solve and prevent identified problems in processes. So, let’s take a peep inside:

D0: Planning and preparing for the 8D

Proper planning and preparation are always a good start before taking any action. So, you need to consider the following before forming a team:

• Problem description
• Timeframe for the resolution
• The number of resources to accomplish this

D1: Team establishment

Create a team with people who varied backgrounds and experiences which will lead to the best quality inputs and a complete solution. For the team to function smoothly, define clear roles, and responsibilities for your people, and have a team leader.

D2: Problem description

The 8D method’s primary focus is to describe the problem appropriately and objectively such that it captures all the vital information. During this analysis, repeated 5W1H (why, what, who, where, when, and how) are required to be asked to develop a clear description.

D3: Problem containment plan

A temporary problem containment plan is sometimes needed to minimize the impact of the problem until you develop permanent solutions. On developing the plan based on the hypothetical cases, the resources for addressing the main problem can be released. At times, new processes may be required to work around the problem until you have a permanent fix.

D4: Root Cause Analysis (RCA)

With the problem temporarily contained, you can now turn to identify all of the root causes of the nonconformance . There are several tools to identify the actual root cause of an issue including the 5W1H to understand the problem in-depth, Fishbone diagrams to visually categorize causes, and Pareto charts to identify the vital causes.

D5: Permanent Corrective Action

Once the root cause of the problem is determined, the team can start brainstorming permanent corrections to identify what the best long-term solution will be. Brainstorming sessions combined with tools such as affinity diagrams help organize ideas based on their relationships and determine the best course of action.

D6: Implement and Validate the Permanent Corrective Action

Once the solution is identified, the management needs to implement and verify the corrective action using the PDCA (plan-do-check-act) approach for small-scale testing before large-scale rollout. Thus, the outcomes and corrective actions are tracked to ensure expected results. To successfully implement a permanent change, a project plan should incorporate:

• Development of the project plan for implementation
• Communicating the plan to all stakeholders
• Validating improvements using measurement

D7: Prevent Recurrence

A complete solution of problems means preventing them from occurring. Besides, preventative measures should also be implemented for corrective actions in the 8D methodology. This requires reviewing management processes, operating procedures, and training manuals to ensure that best practices are followed.

At this stage, organizations should consider actions including updating process audit questions and regularly verifying them based on corrective actions to reduce risk in other processes, presenting poka-yoke or error-proofing devices to big-risk processes, and conducting red rabbit tests to see how long it takes poka-yoke devices to detect defective product.

D8: Verification and Team Celebration

Once the problem is solved, the ultimate step is to congratulate the team. It’s important to recognize their efforts and share their success across the organization because teams require feedback to allow for satisfactory closure. This facilitates motivation and employee engagement while helping you improve quality control, execute process improvements, and aid change management as you grow.

Create a team with people who are having varied backgrounds and experiences which will lead to the best quality inputs and a complete solution. For the team to function smoothly, define clear roles, and responsibilities for your people, and have a team leader.

A complete solution of problems means preventing them from occurring initially. Besides, preventative measures should also be implemented for corrective actions in the 8D methodology. This requires reviewing management processes, operating procedures, and training manuals to ensure that best practices are followed.

8D and Root Cause Analysis (RCA)

Root Cause Analysis (RCA) is embedded within the 8D process and includes the following steps and techniques:

Problem Symptom is measured and transformed to “Object and Defect”

Problem Symptom is reformed to Problem Statement using the 5W1H process

Potential Causes are gathered using the tools like Fishbone or Affinity Diagram

Problem Statement should fit using both the “is” and the “isn’t” sections of the question

Root Cause concepts are developed from remaining possible causes on the tool and related changes from is/is not

Compare theories with recent data and develop experiments for Root Cause Verification

Test and confirm the Root Causes

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How to use the 8d approach.

8D portrays 8 steps of a structured approach to solve difficult, recurring, or critical problems by providing transparency, driving a team approach, and increasing the chances of solving the problem.

Proper plan for solving the problem and identify the prerequisites.

Team creation

Gather a cross-functional team with product/process knowledge.

Problem description and definition

Use the data and information to specify the problem by identifying in quantifiable terms the who, what, where, when, why, how, and how many (the 5W1H) for the problem.

Problem Containment Plan development

Develop and implement interim actions to eliminate the problem from any customer in the future.

Specify and assess Root Causes

Identify and review all relevant causes and sources of variation that analyze why the problem has occurred and figure out why the problem was not noticed at first using 5W1H or diagrams.

Verify Permanent Solutions

After collecting data confirm that the possible solutions will actually resolve the problem.

Implement and Validate Corrective Actions

Discuss and review results and develop plans to implement the best solutions or countermeasures.

Preventive measures

Transform the operation systems, management systems, procedures, and practices to avoid the recurrence of similar problems.

Compliment your team

Recognize the collective efforts of your team and formally thank them for their involvement.

Great product, support, and people to work with!

We have rolled-out CQ across our company to automate various elements of QMS requirements such as Document Management, Complaints, Non-conformances, Corrective Action (8D and A3), Supplier Management and Audit Management. We have been using the software for more than 2 years. We are glad to see how well the system is being used across the company. We have several thousand users on the system currently and working to scale the usage further. CQ solution has been configured to meet our needs, works elegantly across languages, across time zones, and business verticals. With integration between CQ and SAP to exchange critical data, the process automation provides a lot of productivity.

CQ configuration team and support have worked hard to ensure that our needs continue to be met. They consistently go above and beyond. We cannot be more pleased with our use of CQ QMS capabilities and would definitely recommend to anyone who is looking for a modern cloud based EQMS solution especially if you want a scalable EQMS solution.

Lia Budiman, Continental Contitech

8D Problem-Solving Report

8D problem-solving reports and templates are useful tools to initiate a problem-solving process. These reports are used to explain what 8D is and including information about each step so that one will know what needs to be done by attempting this to solve problems. Keeping these reports easily available can avoid repeating work on the same problems over and over again.

8D reports must be detailed and incorporate information at every step within the 8D process. Those who are working on the problem should provide sufficient information when completing a report so that someone who was not on the current 8D team can pull it out and understand what the problem was and what solutions were implemented.

Who Can 8D Help?

The 8D methodology is universally applicable for every organization that needs solving. Although, there are a few industries and sectors where this 8D approach is successfully used such as manufacturing, the automotive idustry, engineering companies that manufacture products or parts, and medium and large-scale enterprises.

Improve quality, eliminate problems and identify the root cause of a problem with 8d Methodology

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Frequently Asked Questions

The 8D methodology is often used since it provides a consistent, simple, and thorough approach to solving raised problems at various stages. If properly applied, it gives several advantages such as:

A systematic approach for improving team-oriented problem-solving skills

A clear understanding of basic statistical tools needed for problem-solving

A practical understanding of the ‘ root cause analysis’ tool

Creating and expanding relative information about past failures and lessons learned to avoid future problems in the organization

Improving skills for corrective action deployment

When the team is trying to find the root cause of the problem and deploy corrective actions, some defective products will continue to be manufactured. To prevent these defective parts from reaching the customer, interim containment ensures that the defects are contained in the facility till the problem is completely solved. If defective parts reach the customer, it may result in warranty claims, field failures, and customer complaints.

To implement the 8D process successfully, the following factors are crucial:

The right team

An accurate description of the problem

Avoiding skipping through steps

Ensuring cooperation within the team and management support

Understanding the difference between real causes and possible causes

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What is 8D Problem Solving? Complete Guide For 2024

Problem-solving is now becoming essential for companies to stay ahead of the competition. 8D problem solving is one of the most popular methodology used in all industries for solving technical problems at the workplace.

This methodology uses many of the tools from six sigma but focused on identifying, correcting, and preventing a problem. This methodology is not part of six sigma but they do help in many situations to structure the problem-solving process and find its solution. 

In this article, we will understand the 8D problem solving methodology in detail along with a case study example so that at the end you will become ready to implement it. Let’s start…

Table of Contents

What is 8D problem solving methodology – 

Before getting into this let’s understand the simple question, what is meant by a problem?… A problem is a situation you want to change or it is an opportunity for improvement. right! In the context of Six Sigma, the problem is nothing but the out-of-control situation, waste in the process or special causes of variation, etc.

Generally, there are two causes of variation which are responsible to disturb any process i.e.  Special cause of variation and a common cause of variation. The focus of any problem-solving tool is to reduce these variations as much as possible.

Suppose, If we plot the control chart, in that any data point which is beyond the upper and lower limits indicates that the process has special causes of variation, and when all the data points are within these limits that means our process has only a common cause of variation.

Common causes of variation are an integral part of any process, they cannot be eliminated completely from the process. We can reduce it up to a certain level so that process performs effectively and efficiently. Six Sigma methodology is useful to reduce these common causes of variation by using the DMAIC process . 

But when there is a special cause of variation in the process, it is an indication of disturbances in the process which then increase the variability of the process beyond acceptable levels.

These causes of variation must be eliminated from the process to make it stable. Here comes the use of 8D problem solving methodology. This 8D methodology is useful to eliminate all the special causes of variation to bring long-term stability to the process.

Six Sigma   – Useful in reducing common cause of variation. 8D problem solving – useful in eliminating special cause of variation.

This problem-solving methodology is designed to define the problem in the process and find the root cause of that problem. It focuses on implementing a long-term solution to prevent the reoccurrence of the problem.

History of 8D methodology – 

8D has its origins in the united states military and also in the automobile industry but nowadays it is extensively used in all industries like food processing, healthcare, tech manufacturing, services, etc. In 1980, Ford Motor Company developed team-oriented problem solving which then become an 8D problem solving methodology.

Due to its effectiveness, it was accepted as a primary method of problem-solving at Ford. After it becomes popular at Ford and because of its effective results, 8D methodology was globally accepted as the best problem-solving method to tackle engineering problems.

The name 8D stands for the disciplines covered in this methodology or the 8 steps of problem-solving. These steps are identified as D0 to D8 and it follows the PDCA cycle (Plan – Do – Check  – Act).

The goal of this method is to find the root cause of a problem, develop containment action to protect customers, and take corrective action to prevent similar problems in the future.

What are the 8 disciplines of 8D problem solving – 

8D methodology is the combination of 8 steps or disciplines starting from D1 to D8 in which professionals work together to solve problems and create effective solutions for that problems. Initially, it is comprised of 8 stages of problem-solving later it is updated with the initial planning stage D0 so now 8D becomes D0 to D8 steps.

This is a very structured and highly disciplined methodology of problem-solving which drives systematic changes or improvement in the process by preventing problems. We will discuss how this 8D problem solving works later in this article but for now, Let me list down all the steps of this powerful method.

When to use 8D problem solving – 

This powerful problem-solving methodology is required when…

• There is a need to find a permanent solution to the problem and prevent the recurrence of that problem.
• There is a need to develop containment action to protect customers, and take corrective action to prevent similar problems in the future.
• Customer complaints are received (when they are unhappy with product/service performance.)
• There is more amount of internal rejection, waste, and scrap in the process which makes process performance poor.
• There is a failure in a system or in a process beyond the acceptable levels.
• There is safety or regulatory issues that occurred.

How to apply eight disciplines of (8D) problem-solving –

Now let’s get into the depth of each discipline and understand what will happen in each discipline and as problem solvers what you need to do – 

D0 – Prepare and plan for 8D – 

Proper planning is important to implement 8D problem solving successfully. This stage is all about finding the problems and prioritizing them.

You may find multiple problems and all seem to be urgent hence main task here is to identify the main problem on the basis of its impact or importance and the urgency to resolve it.

We need to properly understand the customer complaint data and then check which complaint needs an emergency response to protect the customer from further consequences.

At this stage, we can use tools like Pareto analysis to select and prioritize the problem. This tool gives us a clear picture of the problem and tells us where we need to do the investigation.

At the time of the planning stage, we need to consider – 

• Who will be on your team?
• What is your time frame?
• What resources will you require?
• Is it a new problem or already occurred?
• What is the history of the problem?
• If it occurred before then how it was solved at that time?

D1-Grab a team 

To implement this team-oriented problem-solving methodology we need a cross-functional team of quality professionals, process owners, subject matter experts, team leaders, and sponsors. This stage is all about forming a team of people with product or process knowledge.

The team leader should be the person who has the right expertise to solve problems and knows how to implement the 8D process or the person who works close to the process i.e. process owner. Then there is an 8D moderator or SME, the person who is trained in 8D and guides the team by giving them feedback.

On the other hand, the Sponsor is responsible for resources and they support the team in any financial decision-making and give the authority to implement corrective action.

And at last, there are team members who are experts assigned to work on the problem with their specific knowledge. Time and resources are allocated to them so that they can work on the problem as per the 8D problem solving process.

List of team members who are generally part of this project –

• Process owner
• SME’s
• Quality engineers
• production staff
• Team leader

D2-Understand the problem

A properly defined problem is a half-solved problem. At this stage, describe the problems in such a way that it is easily understood and can highlight the issue faced. While highlighting the problem you need to focus on Where, When, and How.

For Where type questions ask like where did the problem occur? which site of the company? which location in the company or which process line has a problem etc. Is the problem with a single process/product or does the entire batch have a problem? etc.

For when type questions ask like when was the first occurrence of the problem? Is there any time pattern? Does it occur after every cycle, every day, or every shift? Focus on when exactly the problem occurs.

For how type question ask like how many products affected? how many processes have these problems? All the answers to such questions must be based on facts and exact data. This helps to understand the exact problem.

Understanding the problem becomes easy when we focus on these types of questions. We can use tools like cause & effect diagrams, 5 why analysis, or affinity diagrams to get more information about the problems.

D3-Take containment action

At this stage, we need to define and implement the containment action that will protect the customer from the problem. It is the temporary action implemented till permanent corrective action is implemented and validated. This action will be discontinued after the positive results of the validation of permanent corrective action.

It is the quick fix of a problem for example- S hutdown of the machines that are not working. So that we can stop the production of defective parts. That means the target of this action is to protect customers from future consequences.

During this stage, we need to maintain communication with the customer because of containment action there may be a delay in the delivery of the product so discussion with them helps to maintain trust.

Examples of Containment action- 

• Stoppage of production.
• Informing the customer about the problem.
• Informing operators about the problem.
• Additional visual control.

D4- Find the Root cause

Identification of the root cause is very important. If it is properly identified, it can be acted upon and recurrence can be prevented from that root cause. The location of that root cause also needs to be identified. More than one root causes are responsible for the problem.

To identify this we can use tools like root cause analysis, fishbone diagram, 5 why analysis, and Is/Is Not analysis. Well, you are familiar with other tools but Is/Is Not analysis is something new. Let me give you one example to show what this tool is…

For example – If there is a problem and you start assessing the situation with questions starting from Where When etc. we already discussed this.

In this analysis, we look for both sides of the question. Where is the problem and where is not the problem or we can ask when the problem occurs and when it does not occur? This type of questioning helps us to set some boundaries for the problem study.

For example – The problem is in product A and it is not in products B and C these answers we will get and after that, we can only focus on product A for further problem study. That’s how Is/Is not analysis works.

List of tools used for finding root cause- 

• Pareto charts
• Affinity diagram
• Brainstorming session
• 5-why analysis
• Fishbone diagram
• Fault tree analysis
• Statistical analysis
• Hypothesis testing
• Regression analysis

D5- Choose permanent corrective action

Permanent corrective action is the action that removes product/process/system condition which is responsible for the generation of the problems. The determination of this permanent action is dependent on the root cause identified in the D4 stage.

Basically, at this stage, we want to remove the root cause of the problem by choosing effective permanent action. There can be more than one permanent action so to choose the best from it we can do brainstorming with team members also we can use the affinity diagram tool.

During brainstorming, team members look for acceptance criteria to select the permanent action, they evaluate the risk associated with the particular permanent action and make a balanced choice. Hence the goal of this stage is to remove the cause & effect link completely.

Criteria for choosing the best corrective action or solution for the problem – 

• Practical – 8D team should be able to implement the solution practically.
• Feasible – The solution must be feasible. 
• Cost-effective – Implementing and using the solution must be cost-effective.
• Robust – The solution must be robust so that it should not fail when it is implemented practically.

Examples of permanent corrective action – 

• Introducing additional control in the process.
• Rework defective units found in the process.
• Rework units returned from the customers.
• Inform the supplier about defective parts delivered and their exchange.
• Implement visual control at the workplace.
• Implement Poka-Yoke

D6- Implement and validate corrective action 

Once the permanent corrective action is determined it is implemented and for effective implementation, we need to focus on proper planning. We need to create an action plan which includes information like what steps are needed to implement the solution, who will do them, and when they will be completed.

Communicate the action plan and all the changes with team members as well as with people who are working in that area and make sure everyone in the team follows the action plan and tracks results.

At this stage, we also need to prove the effectiveness of the permanent action. After its implementation, we have to recollect the response data about that process. service or sites in order to understand how this permanent solution works. That means we have to verify the effectiveness of the solution.

Then accordingly team updates all the documentation plans, work instructions, and failure effect analysis data once the validation of corrective action is done. That’s how this stage completely focuses on the implementation and validation of the solution.

List of tools used during this stage – 

• Check sheets
• Control charts

D7- Learn and define prevention for the future 

This stage is more like the control phase of the DMAIC project where we need to control the improvements made on the process and ensure that gains obtained during the project are maintained long after the end of the project.

Similarly, at this stage of 8D problem solving, the team focuses on the active prevention of the reoccurrence of the problem. They review similar services/products or processes in the company to prevent a recurrence.

The team actively presents the 8D methods to experts at other process lines or at other sites of the company so that they can actively work on the prevention of problems.

Process owners and upper management work together to share the learnings of 8D across the company and execute 8D training at different processes or product lines. These learning documents consist of updated procedures and work instructions for the prevention of problems.

Also, the team develops a new set of standard operating procedures that everybody needs to follow who works in that area or at the process line, etc. in order to prevent the recurrence of the problem.

They proactively update the failure mode effect analysis document and control plans because these two tools help us identify the problem area and then prevent its occurrence. 

• Control plans
• Capability analysis

D8- Congratulate and release the team

This stage is one of the most important disciplines of 8D problem solving , here the team leader should recognize the team and individual efforts, recognize those who perform best during the project, and then congratulate all the team members as well as the main contributors to this project.

Recognition is important because we don’t know when we need these team members again so if the team leader appreciates their effort at the end of the project then team members feel motivated and they will be always ready to work with the leader in the future.

After this team leader declares the formal closure of the 8D project by documenting all the lessons learned. Finally, all the documentation is completed in the form of an 8D report which is available for all the employees at the company for learning purposes. 

This stage is all about the documenting final 8D report and celebrating the successful completion of the 8D project.

That’s how the 8 disciplines of 8D problem solving methodology work. The most important part of this method is the 8D report which consists of a quick summary of the entire problem-solving project. Now let’s see what the 8D report means…

What is 8D report?

The output of an 8D project is the 8D report and this is first used in the automotive industry. Here we will go through a basic example of the 8D format in order to understand what it includes and its structure. 8D report has 3 parts let’s see them one by one…

In the first part (as per sample 8D report picture), we have to fill in our company information like name and logo. Then, we have to fill in information about the parts/process where we performed this project and the date(when the problem occurred).

After that in the next section, we have to fill in information about the problem basic like whether the problem occurred for the first time or it is repeated and how much severity it has.

Then in the next section, we have to add the team member information like their names and sign. After that in the next section, we have to add detailed information about the problem.

Then there is a section of containment action, in which we have to add what type of containment action we have taken to avoid more damage. Provide details about containment action.

In the second part (as per the sample 8D report picture), initially, we have to add our cause & effect diagram with a detailed analysis that includes all the possible causes classified into different categories.

After that, there is a section on the Root cause, see during cause & effect analysis we found the possible causes and then we segregated potential causes from that. By using tools like 5 why analysis, we found the root causes of all these potential causes, that root cause information we have to add in this section.

Then in the next section, we have to add information about the corrective action which we have taken to prevent the occurrence of the problem. Next to that section, we have to add validation results of corrective action, after testing the correction action and how it works, that information we have to include here.

In the third part (as per the sample 8D report picture), We have to add a list of the preventive action taken. Next to it, we have to add information about all the documents created during the project like a list of documents and the name of updated documents.

After that, we have to add evidence of the final results like photographs, graphs, control plans, etc. At last, there is a section on problem closure and sign-off, which includes a summary of all 8 disciplines or 8D steps like the start and end date of each step.

Then there is sign-off from all the team members which shows this project successfully completed. At the bottom mention the total time required to complete the 8D project .

This is the basic structure of the 8D report , it is different for different companies so there is no standard for it you can select as per your company. I hope you got the basic idea of the 8D format. (Check out 8D report template )

Benefits of 8D problem solving method- 

8D is the structured and highly disciplined methodology of problem-solving. Proper implementation of this methodology can provide the best results. It is easy to learn and applicable to solving any type of engineering problem. Here is the list of benefits of 8D problem solving – 

• This methodology builds a culture of team-oriented problem-solving instead of individual problem-solving. Inspire the employee to work together in a team to solve any engineering problem.
• It improves the awareness amongst the employees as well as management about understanding the problems and ways to find solutions.
• It increases customer satisfaction, profitability, and market share of a company.
• It increases the practical understanding of Root cause analysis.
• It increases the understanding of statistical tools amongst the employee that are used in problem-solving. 
• It improves the skill of implementing permanent corrective action and validates its results.
• This methodology helps to create a proper action plan to prevent the reoccurrence of problems in the future and engage everybody in this process.
• This methodology helps in bringing about systematic change rather than just quick fixes.

8D problem solving case study – 

Until now we discussed everything about 8D problem solving so it’s time to understand how it works practically. With this case study, we will understand How the 8 disciplines of the 8D methodology work. Lets’ see – 

Practical implementation of 8D at car washing center. (Scenario)

“ TATA motors have a car wash service center in Bombay city (Bombay – a popular city in India). TATA motors recently ran into problems with some of their customers which causes damage to their reputation.

Also, they have built over a long period, incurring financial damages from litigation from angry customers and losing their loyal customer base to their competitors.

Recently, the shift operator discovered that some of the cars coming out from one of three car wash machines have scratches on the rear body. The problem was fixed by calling a technician.

But again after two weeks, the problem started re-occurring, and this time the scratches were even more worst. This was discovered by the evening shift operator who notified the supervisor.

TATA motor’s head office sends the quality control supervisor to the car wash center to deal with this problem. After analyzing the situation he came to the conclusion that to properly solve this problem we have to use the 8D problem solving approach.

To prevent further damage to the machine, the quality supervisor immediately instructed the operator to shut down the faulty car washing machines. Customers were already waiting to resolve this problem. 

The quality supervisor invited the engineer, operator, car wash center supervisor, and service technician to a brainstorming session. Everybody on the team knows that due to this problem our company facing negative feedback from customers.

During the brainstorming session, they discussed the questions like who discovered the scratches? What did those scratches look like? when it was first noticed? after how much time it re-occurred? etc. Everybody on the team puts their own opinion during the discussion.

At the end of a brainstorming session, they gather the data and the team comes to the conclusion that the problem is due to the malfunctioning of a particular sensor in the machine. The engineering team looked into this and found that the machine had a sensor calibration problem in which the sensor periodically malfunction.

They found the problem and now the team wants to know the reason behind that problem so that they can find a permanent solution for that. After performing a Root cause analysis they found that this problem happened due to the annual servicing of the machine being 4 months late.

To fix this problem, the 8D problem solving team instructed the car washing center supervisor to call a specialist to do servicing of problematic machines and repair or replace that non-functioning sensor.

After fixing this, the team collected the data of that machine (which has a sensor problem earlier) in order to validate whether that machine working properly or not. After 9 hrs the machine was continuously tested and as a result, it is found that there were no scratches, and cars were washed from the center there were no new reports regarding the scratches. 

In order o address the angry customers, the 8D team suggested a car wash center to give them some concession for car washing and respond to all their feedback. And then 8D team created an action plan or strict guidelines for the servicing procedure of all the 3 car washing machines to prevent the recurrence of the problem.

All the important lesson learned during this project has been documented for future reference. In the end, the quality supervisor who is the team leader of this 8D project appreciated all the teammate’s efforts and congratulated them on the successful completion of the project.”

This is a complete problem scenario we discussed and now below we documented all these scenarios in the form of 8 disciplines of problem-solving. 

OD – Aware of the problem

A Shift operator discovered that a number of cars coming out from one of the three-car washing machines have scratches on the car body.

1D -Grab the team 

The quality supervisor invited the engineer, operator, car wash center supervisor, and service technician to a brainstorming session in order to discuss the problem.

2D- Understand the problem

At the end of a brainstorming session, they gather the data and the team comes to the conclusion that the problem is due to the malfunctioning of a particular sensor in the machine.

In order to come to this conclusion, they studied questions like who discovered the scratches? What did those scratches look like? when it was first noticed? after how much time it re-occurred? etc.

3D -Take containment action 

To prevent further damage to the machine, the quality supervisor immediately instructed the operator to shut down the faulty car washing machines.

4D – Find the root cause 

The engineering team looked into this and found that the machine had a sensor calibration problem in which the sensor periodically malfunction.

They found the problem and now the team wants to know the reason behind that problem so that they can find a permanent solution for that.

After performing a Root cause analysis they found that this problem happened due to the annual servicing of the machine being 4 months late.

5D – Choose corrective action

To fix this problem, the 8D problem solving team instructed the car washing center supervisor to call a specialist to do servicing of the problematic machine and repair or replace that non-functioning sensor.

6D – Implement Corrective action

The team collected the data of that machine (which has a sensor problem earlier) in order to validate whether that machine working properly or not.

After 9 hrs the machine was continuously tested and as a result, it is found that there were no scratches, and cars were washed from the center there were no new reports regarding the scratches. 

7D – Prevention for the future 

8D team created an action plan or strict guidelines for the servicing procedure of all the 3 car washing machines to prevent the recurrence of the problem. All the important lesson learned during this project has been documented for future reference.

8D – Release the team 

The quality supervisor who is the team leader of this 8D project appreciated all the teammate’s efforts and congratulated them on the successful completion of the project.

That’s how this problem in the car washing center was permanently solved using 8D problem-solving and in the end, the team created an 8D report for further learning. This example shows how effectively we can apply this methodology to solve technical problems.

Conclusion – 

Well, I hope you got the basic idea about the powerful tool called 8D problem solving. We discussed all the concepts related to this methodology and also discussed the eight disciplines of this method along with what happens during each discipline and which tools we need to use.

We also understood when to use this tool and what are its benefits. We also discussed the concept of the 8D report , and what it looks like. In the end, we covered one basic case study to understand how 8D problem solving works to solve real-life problems.

If you found this article useful then please share it in your network and subscribe to this platform to get more such articles every week. We will meet again in the next article!

Frequently asked question

What is 8d problem solving process.

This problem-solving methodology designed to define the problem in the process and finding the root cause of that problem. It focuses on implementing a long-term solution to prevent the reoccurrence of the problem.

What does 8D stand for?

The name 8D stands for the disciplines covered in this methodology or the 8 steps of problem-solving. These steps are identified as a D0 to D8 and it follows the PDCA cycle (Plan - Do - Check  - Act).

Is 8D a Six Sigma tool?

8D methodology uses many of the tools from six sigma but focused on identifying, correcting, and preventing a problem. This methodology is not part of six sigma but they do help in many situations to structure the problem-solving process and find its solution. 

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Thankyou for sharing the information. Website is so easy to use – I am impressed with it.

thanks a lot, it is a very professional methodology

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8D Problem Solving Process

Home » 8D Problem Solving Process

The 8D problem solving process is team structured, consisting of 8 steps (the ‘8 disciplines’). It is a methodology to find the root cause of a problem, put in an interim fix while a deeper investigation is carried out, and then put in place a permanent solution that prevents the problem from being repeated.

Here’s what the 8D process steps look like:

The Eight ‘8D Problem Solving Process’ Steps

The 8D problem solving process is team structured, consisting of 8 ‘8D steps’ (or disciplines) which are:

1. TEAM: The best team would consist of people who have; specific knowledge of a product or process, time to dedicate to the effort, the skill set to apply to solve the problem, authority to make decisions. Collectively, the team would be ‘the subject matter experts’ on this particular problem. Bear in mind, the team may change for each particular problem being solved.

2. DEFINITION: At this stage, the team starts to understand the problem in more detail. It would include using analytical tools (risk analysis, SWOT analysis…). It is critical the team builds a clear picture of the problem and reports this to the stakeholders so that they have a full understanding of the implications of the problem.

3. INTERIM FIX: Implementation of a short-term fix will stop the problem escalating until a permanent corrective action can be implemented. The main objective here is to stop defective products from reaching the customer or end-user.

4. ROOT CAUSE ANALYSIS: Identifying the root cause of the problem is essential. Ideally, the team can verify the root cause has been found by being able to turn the problem on and off at will. There are a number of tools used during this process such as Brainstorming, Five Whys, FMEA, Fault Tree, Fishbone Diagram, Flowcharts, and Affinity Diagrams to name a few.

5. CORRECTIVE ACTION: Once the root cause has been identified, the team should be able to generate corrective actions that can be tested for verification. Guidelines to consider for implementation are:

• The solution should be practical
• The solution should be feasible
• The solution should be cost-effective
• The solution should be stable and not fail after implementation

6. VALIDATION AND IMPLEMENTATION OF CORRECTIVE ACTION: A key step is to verify and validate the corrective action/s to ensure the problem is solved without having any other side effects or knock-on effects. Examples of tests that can be utilized in this step are the HALT (highly accelerated life test) or the HASS (highly accelerated stress screening) test.

7. PREVENT RECURRENCE: Here the team are ensuring the problem does not reoccur. They will be updating processes and procedures, training and sharing the knowledge of what they discovered during the process, and ensuring all documentation is up-to-date.

8. TEAM ACKNOWLEDGEMENT: It is important that the team get recognized for their efforts in resolving the problem. This will motivate other staff and potential future team members.

Note: The 8D template has to be adapted in the medical industry, for example. The company needs to add a step (assessing the impact of the countermeasure/s on the safety and effectiveness of the device), as requested by ISO 13485.

How to complete an 8D?

You may also find this video about how to complete an 8D report useful:

The 8D is a type of corrective action plan . We also wrote about why to use a corrective action plan like the 8D report in this post over on QualityInspection.org: Use a Corrective Action Plan after a Failed Inspection

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How One Family Lost $900,000 in a Timeshare Scam

A mexican drug cartel is targeting seniors and their timeshares..

This transcript was created using speech recognition software. While it has been reviewed by human transcribers, it may contain errors. Please review the episode audio before quoting from this transcript and email [email protected] with any questions.

Hello, James.

Hey. How’s it going?

Yeah. I’m not having much luck. So the problem is funding. And all of my money is in Mexico, all of it.

From “The New York Times,” I’m Katrin Bennhold. This is “The Daily.” A massive scam targeting elderly Americans who own timeshare properties has resulted in hundreds of millions of dollars sent to Mexico.

Once you move forward and make your payment, if anything were to happen, he will directly pay you the full amount of what you’re entitled to, including the gains. He will pay you the full amount.

You’ve got all my money. It’s been sent. I sold a freaking house.

Listen to this. I sold a house that I grew up in so that I could come up with funds to send to Mexico.

I don’t even have anything from the sale, nothing.

My colleague Maria Abi-Habib on one victim who lost everything and the people on the other side of the phone.

That’s it. That’s it. There’s nothing —

You know what? That’s what has been said every freaking time. Every time, just pay this. That releases the funds.

But that’s why we won’t allow it to happen again. This is the last time, James.

It’s Friday, April 12.

Maria, you’ve been looking into this scam that’s targeting Americans. Where did your investigation start?

So several weeks ago, I received a phone call from a lawyer based in St. Petersburg, Florida, who had been contacted by a family who was very concerned that the father, this man named James, was in the middle of being scammed. He’d sent hundreds of thousands dollars to Mexico. And he was considering sending another $157,000 when his daughter decided to call up this law firm and try to get her father to stop, stop sending money to Mexico.

So I called him a few weeks ago as I was trying to understand what was going on.

Hi, James. How are you?

Good. Thank you.

He’s asked that his last name be withheld for privacy concerns because he’s quite embarrassed about the story that I’m about to tell you.

You’re retired now, but what were you doing for work? And if your wife was working, what was her job?

I was with the Highway Patrol.

James is a retired state trooper from California. And his wife Nikki is a former school nurse.

She was born in ‘51. So 71-ish.

Two. She’s just reminded me, 72.

And they’re both in their early 70s. And they own this timeshare that is in Lake Tahoe, California. And they bought it in the 1990s for about $8,000.

And for someone who did not grow up vacationing in a timeshare, remind me how exactly timeshares work.

Timeshares are essentially vacation properties. And they tend to be beach resorts. And multiple people can buy into this property. The ownership is a shared ownership. And this gives you the right to use the timeshare for one to two weeks out of every year.

And so James and Nikki used their timeshare every other year with their daughters. But as they hit retirement age and their daughters are growing up and starting their own families, they’re just not really using it that much anymore. And timeshares require the owners to pay off yearly maintenance fees. And so they’re starting to think about maybe letting go of their timeshare and selling it.

Then one day, in late 2022, James gets a phone call from a company that is purporting to be based out of Atlanta, Georgia called Worry Free Vacations.

Worry Free Vacations?

That sounds enticing.

Yeah. And they start off with a simple question, which is, do you want to buy a timeshare? And James says, I already have a timeshare. And then they say, great. Well, what about selling the timeshare? Do you want to sell? There’s this Mexican businessman, and he’s interested in your timeshare. And he’s willing to buy it for about $20,000.

So we figured, well, what the heck? If we can make a few bucks on it, we’ll go for it.

And James jumps at the opportunity.

And did he do anything to try and verify that this was real?

Yeah. So remember, James is former law enforcement. And he feels very confident in his abilities to sniff out untrustworthy people. So he goes online, and he googles this Mexican businessman and sees that, yeah, he is a real person.

He’s a very well-respected individual in Mexico, very well off. And —

And this makes James feel at ease, that he’s selling to a legitimate person, that Worry Free Vacations are who they claim to be and that he’s going to double his money overnight, essentially.

And what happens next?

Well, a couple of weeks after he makes the agreement with the buyer, he’s told that he needs to send a couple thousand dollars to facilitate the purchase.

What does that mean, facilitate?

[MUSIC PLAYING]

I can’t remember specifically whether it was supposed to be cross-border registration —

So he’s being told that there are these fees that are paid directly to the Mexican government.

Or SPID or some other fee that was Mexican government required or not.

A lot of these fees are the same types of fees that you would pay in the United States for a real estate transaction. So he begins wiring money to an account in Mexico.

After that —

— a few days later, we get a notification. Well, everything went well, except that we have to pay an additional fee.

Every time that he sends one fee, he’s being told that he’s got to send another fee right afterwards.

Does he get suspicious at any point?

His wife is suspicious. After the first couple of payments, she starts saying, this does not feel right.

But James is the former law enforcement officer, right? And he’s the one that basically handles the family finances. And he’s confident that all of this is going to work out because he’s being told that the buyer of the timeshare will reimburse James for all of these fees once the sale goes through.

Michael from the Worry Free Vacations was constantly reassuring me the money’s in that account. Check with the commercial escrow account. It’s there. It’s just these fees have to be paid, and you’re being reimbursed for all of this.

They’re sending James documents that show all of the reimbursements that he’s owed and how much money he’s going to get. And this just makes him feel like all of this is kosher.

We have this commercial escrow company that was involved out of New York. So there was an air of legitimacy that I was comfortable with.

Maybe OK, these guys just need one more fee and everything is going to finally be cleared.

But about a year in, James starts to get suspicious. He begins asking questions because he wants his money.

And every time I asked, hey, is there a way I can get a partial release of these funds, there was always no, these funds have to be paid from your account before they’re released.

But Worry Free Vacations, they pivot. And they tell him that, listen, there are all these complications. It’s going to be really hard to get your money out from this transaction.

I could pay about $30,000 and change to reinvest the $313,000 into an environmentally-conscious development in Loreto, Mexico.

Instead, we’ve got this other investment opportunity in Mexico.

And I’m sure you know where that is, over on the East Coast of Baja.

And that is going to make you a huge return, even more money than you had thought that you were going to make, much more than the $20,000.

I’m supposed to have 54 million pesos in a Mexican bank account.

So this is now no longer just about his timeshare. They are now partners in a real estate investment.

Right. And there’s this whole new round of fees and fines associated with that.

So how many payments would you say?

Quite a few. Couple dozen at least, maybe more.

When was your last payment?

It would have been 17 January.

Uh-huh. And what was that for?

Good question.

And all along, he believed it was necessary to pay these costs just to get the money that he’s owed.

The amount of money that I’ve sent to Mexico is just freaking exorbitant. And I mean, it is approaching $900,000 or more.

And at this point, he’s sent about $900,000 to Mexico over about a year and a half.

Nearly $1 million.

That was almost all the money that he and his wife had saved for their retirement.

It also included money from the sale of James’s childhood home and money that he had borrowed from his daughter and son-in-law, about $150,000 from them.

It’s awful. So they were completely cleaned out by these guys.

Yeah. And this is when his daughter asks a law firm to look into this, which is the point in the story when I meet James. And when we start talking, it was clear to me that he just did not know what to think, even after losing this much money.

So this started in 2022. When did it end?

We’re still in it.

And he’s still talking to the scammers.

And as a matter of fact, presently, there was a request for $157,000 and change to clear up this whole thing. It would clear the entire issue out. Now —

And James is even considering putting a second mortgage on his house to send that money that he’d been promised would finally clear all this up — one final payment of $157,000.

It really sounds like he’s still wanted to believe that this was somehow legit.

Yeah. It was pretty clear to me that he was being scammed. But I didn’t definitively know what was going on, so I asked him if he could start recording his phone calls with the scammers.

Would you be so kind as to do me a favor?

Would you be willing to give them a call and record them?

[LAUGHS]: I’ll let you in on a little secret. I’ve been recording them.

And it turns out he already had been.

Worry Free Vacations.

So he shared the recordings of these calls that he’d had with these scammers over the last year or so. And it was just remarkable. It gave me huge insight into how the scam worked and the way that it sounded over the phone.

Is this is Michael in? I think he’s trying to call me. I couldn’t get through pick up.

Yes, I believe he did try to call you, sir. Give me a second. I think he’s only going to be in for a couple of minutes. One second.

There are two main takeaways for me listening to these calls.

Good afternoon. Michael McCarthy.

Michael, I missed your call. I was trying to pick up.

Yeah, don’t worry. Yeah, I figured something was wrong with your phone. Everything OK?

The first is that these scammers had really gotten to know James so well, and they really made James believe that Worry Free was a company that was working for him.

That’s why we need to hurry up and get this money over to you. Because hey, I’m losing my mind too. I’m not even here to convince you, James. I’m not — I’m your broker, and —

One of the things they continuously say is, trust me.

Look, I’m doing everything I can in my power and will on my end. So James, just look — like I told you from the get-go, I’m going to resolve this. And we are doing it. I just need you to focus on the goal.

They would refocus the conversation on what James needed to do to get his money back.

Look, if you make your payment as a security deposit, right away they will release the funds to you. With these —

And the other thing —

I’ve been having so much trouble trying to reach you, and I have not been successful.

— is that the scammers had created this elaborate cast of characters.

Why don’t you answer my calls?

And some of them were really aggressive. James shared a recording of this one man who claimed to be an agent for the Mexican government. And he basically started yelling at James.

I don’t care if your wife is at the hospital. To be honest with you, I don’t give a damn! But you know where I do give a damn? It’s your money, and my name is written all over it! Do you understand?

And he even threatened James. If James didn’t pay off these fines, then he would lose all the money that he’d sent to Mexico already.

You could get the best lawyer you want. You could get whoever you want. And this is not a threat. This is facts. But anyways, who am I to convince you, right?

Well, thank you for the information. And — are you still there? Hello?

Wow. So these scammers were basically doing a good cop, bad cop routine to stop James from walking away and to squeeze every last penny out of him.

If you provide me your email, contact information, I will certainly be happy to forward all of the wire transfer information from my bank account to you so that you can see where those funds went.

Yeah, that would be great. I have your email.

James asks me, a reporter who’s based in Mexico, who speaks the language, if I could help him figure out where his money had gone to.

Thank you very much. I really appreciate your assistance.

I’m just doing my job. Thanks again, and we’ll talk soon.

And the only way that I could figure that out was to understand who was on the other side of the phone.

We’ll be right back.

So Maria, who was on the other side of that phone line?

So by the time that I’d met James, I’d already gotten a tip from US law enforcement agencies that they were seeing a new trend. Mexican drug cartels were getting involved in the timeshare scam industry.

Drug cartels?

Yeah. And not just any drug cartel. This is one of the most notorious, violent, bloody drug cartels that exists in Mexico and Latin America, the Jalisco New Generation cartel. And when I looked at James’s bank records, guess what? All the money that he was sending was going to various bank accounts that were all located in Jalisco state in Mexico.

Wow. So why would the drug cartels get into the timeshare scamming business?

It is a huge business. The FBI told me that it’s about $300 million in profits over the last five years.

But the thing is is that the potential for it to actually be multitudes more is huge. Because the FBI estimates that most of the scams are actually not even reported. In fact, only about 20 percent are. So that means the total timeshare scam business could actually be much larger than the $300 million that they have knowledge of over the last five years.

But wait. I thought the drug business was a pretty lucrative business in itself. So why get into the scamming of elderly people for their properties in Lake Tahoe?

Well, you have to remember that these drug cartels, they’re not just doing one thing. They’re doing multiple things. They’re essentially conglomerates. Because it’s really expensive to run a cartel. You need to pay off officials, both Mexican and American. You need to maintain basically an army in order to secure your routes up to the United States, ports of entry into Mexico from Colombia. And any big business, you need to diversify your income to make sure that you keep the money flowing. Because you never know when one business is going to be shut down by authorities or taken over by your rivals.

We’ve reported that they’re now in the avocado business and the construction business. And timeshare fraud is basically no different than any of those. So we’re seeing that the cartels have their fingers in many pies, the legitimate and the illegitimate economy here in Mexico.

It’s kind of fascinating to think of these drug cartels as like sprawling diversified business empires. But when did the cartels first get into the scamming business?

So Jalisco New Generation started about 15 years ago.

And when they started to consolidate their empire in Jalisco state, they found that there were all these scam timeshare call centers all over the state that were being run by various players, and that this was a huge, huge moneymaker. Because essentially, all you have to do is call up retired senior citizens in the US and Canada. It doesn’t take that much money to run that kind of a scheme. There’s no product you’re making.

So essentially, they conducted a hostile takeover of these call centers. They went in. They kicked down doors and dragged out the people who were managing these call centers by their hair and threatened to kill them unless they gave up the call centers or started handing over a cut of what they made. And slowly, slowly Jalisco New Generation cartel took over the entire timeshare fraud industry.

Interesting. Were you able to find any of these call centers?

So these call centers are pretty hard to find. They look like any other storefront. But I was able to visit two that were located in an upscale neighborhood in Guadalajara, which is the capital of Jalisco state. And it was just really perturbing because it was just so normal. Two villas about a mile away from each other outside. Outside of one villa, parents were walking by, holding their children’s hands as they did drop off at school.

It was right next to a park where people taking their morning exercise or their dogs for a walk. There was no real sign that the cartel was doing business there. But a few months before, Mexican law enforcement had found the bodies of eight young people who had used to work at one of these call centers and said that the Jalisco cartel had killed them.

Wow. What happened?

So I wasn’t able to talk directly to any of the victims’ families. They’re just too scared. But in general, this is usually how it starts.

The cartel seeks out English speakers to work for their call centers. Sometimes they don’t even tell them what exactly they are doing. They would tell the recruits that the job was adjacent to the hotel industry.

You have to remember, Jalisco is a huge, huge tourism magnet for Americans and Canadians and others. And the cartel would get their call lists from bribing hotel employees to give them the names of people who stayed at these hotels and also at the timeshare resorts. And the people who would work at the call centers are provided the names and a manual of what you need to do when you call, like a loose script of how to try to suck as much money as you can out of these people up North in Canada and the States.

So we don’t know for sure what exactly happened with the eight young Mexicans who were killed last year. But through an intermediary, one sibling told us that when their family member knew what their job actually was, they became extremely uncomfortable and tried to leave the call center and find another job maybe.

But the Jalisco New Generation cartel is known for being extremely brutal. They chop off heads, and they’ll put them on the gates of a playground, for instance. So that everybody in the neighborhood knows what went down. And in this case, it’s possible that they wanted to send a warning that there’s no defection from their timeshare call centers.

So basically making a very scary example of these guys, in case anyone else is thinking about quitting one of the call centers.

Exactly. And one man, who runs an organization who advocates for missing people and actually organizes search parties to comb the forests of Jalisco state looking for the missing, says that he knows of about 30 people who have disappeared from the call centers in Jalisco state since 2017. So while Americans and Canadians might be losing much of their life savings, in Mexico, this is actually deadly.

Are the authorities doing anything about this?

Not really, other than the fact that these two call centers were shut down. The authorities haven’t arrested others. They’re not putting pressure on Mexican banks, for instance, to look into these payments coming from senior citizens in the US or Canada. And you have to remember that people are really afraid. But you also have to remember that in Mexico things are not that clear. There is a lot of corruption and government collusion with organized crime and cartels.

And the tourism industry, it is huge in Mexico and particularly in Jalisco state. This is a multi-billion dollar industry. They don’t want Americans or Canadians or Europeans who are coming to Jalisco for its beautiful beaches and its mountains to hear about these stories regarding the cartels being involved in the tourism industry and think, I’m not going to send my family there for that beach vacation. It’s just simply too dangerous.

So everybody has an incentive to have the scam continue, whether because they’re too afraid and don’t want to speak out or because they’re in on it.

So in a way, local authorities have an interest in sweeping it under the carpet in order to just maintain this idea of a tourist destination.

Exactly. I mean, the spokeswoman for the prosecutor’s office was very responsive to me until I told her what I wanted to ask her questions about. And then she just simply never answered any of my texts or phone calls.

So Maria, based on everything you know, all the information you have, would you say that you’re confident that the cartels were the ones who scammed James?

Yes, 100 percent. Everything I’ve seen points in that direction.

What did James say when you told him this?

So it took him quite a while to really allow himself to believe it. On the advice of his lawyers, he stopped picking up the phone calls. And about a week ago, they stopped after the scammers kept trying to call him.

But you said he was in it for over a year. Why do you think it took him so long?

Can you tell me, after all of that had been presented to you, why do you think you weren’t willing to be entirely convinced?

Well, I actually asked him that question.

That’s a very good question. Why wasn’t I able to pick up on that right away? And I think in the back of my mind, I’m finding out that I’m a little more stubborn than I thought I was.

And for him, it was pretty complicated.

And I think that I didn’t want to believe that I had fallen for this. I didn’t feel I was that foolish and stupid when it came to this. You know? I guess I didn’t want to believe that I could be fooled.

To come to terms with the fact that he had lost so much money was to come to terms with the fact that he wasn’t the person that he thought that he was, that he wasn’t this kind of clever former law enforcement officer who was used to fighting the bad guys and winning.

I’m disappointed in myself. There’s a huge level of anger towards the perpetrators. And all of those things wrapped into one. And part of that, I think, contributes to not wanting to actually believe that I was wrong.

Hmm. Yeah, I hear you. I’m sorry. I can hear the pain in your voice.

[LAUGHS]: Yeah.

Some of it’s based on shame, right? That he lost all this money, everything that he’s worked for, and the fact that this was all supposed to be money that his children and his grandchildren were going to inherit. And now it’s gone.

And have you told your daughter that you think you’ve come to terms with the fact that this might have been a scam?

Oh, she’s been involved. Yeah. They know.

My daughter does.

I’m sorry. This is a tough time.

So I’ve got to make some sort of arrangement to compensate them for this on top of our regular debt. So yeah. It’s been a swell experience, all of it brought on by my — evidently, my stubbornness to believe that I couldn’t possibly be a victim.

How’s your wife doing throughout this whole process, with this new knowledge?

She’s not real happy, obviously, at all. I hear a lot of “I told you so.” And at this point, I’ve got no defense. She’s absolutely right. There’s no question about it.

Do you worry this is going to affect your marriage?

Yes, there has been an effect.

And do you think that at this point there’s any way for James and his family to get some kind of justice or at least find some kind of closure?

Ay. Justice? Unlikely.

At this point, I’m not necessarily expecting much in the way of restitution.

And as for closure, it’s a little bit too soon to tell. In a way, James has gone through several stages of acceptance for what happened. There’s fear. There’s shame. There’s resignation. And now he’s talking to me partly because he feels like it’s a public service, that he needs to be vocal so that other people don’t go through what he’s gone through and fall for the scam. And I think it also helps him feel a little bit empowered in a situation for over the last year and a half he was at the mercy of these people who were calling him multiple times a week.

I want to try to get as much information to as many of these official organizations as possible. I have a streak of anger through me now that I’ve developed to the point where I’m not going to let this go.

Well, Maria, thank you.

Thank you for having me.

Here’s what else you need to know today. OJ Simpson, the football star who was accused and later acquitted of murdering his former wife and her friend, died of cancer at his home in Las Vegas, his family said Thursday. He was 76.

Today’s episode was produced by Astha Chaturvedi and Will Reid, with help from Clare Toeniskoetter and Lindsay Garrison. It was edited by Brendan Klinkenberg and Michael Benoist, contains original music by Marion Lozano, Rowan Niemisto, Dan Powell, Pat McCusker, and Will Reid, and was engineered by Chris Wood. Our theme music is by Jim Brunberg and Ben Landsverk of Wonderly.

[THEME MUSIC]

That’s it for “The Daily.” I’m Katrin Bennhold. See you on Monday.

• April 16, 2024   •   29:29 A.I.’s Original Sin
• April 15, 2024   •   24:07 Iran’s Unprecedented Attack on Israel
• April 14, 2024   •   46:17 The Sunday Read: ‘What I Saw Working at The National Enquirer During Donald Trump’s Rise’
• April 12, 2024   •   34:23 How One Family Lost $900,000 in a Timeshare Scam
• April 11, 2024   •   28:39 The Staggering Success of Trump’s Trial Delay Tactics
• April 10, 2024   •   22:49 Trump’s Abortion Dilemma
• April 9, 2024   •   30:48 How Tesla Planted the Seeds for Its Own Potential Downfall
• April 8, 2024   •   30:28 The Eclipse Chaser
• April 7, 2024 The Sunday Read: ‘What Deathbed Visions Teach Us About Living’
• April 5, 2024   •   29:11 An Engineering Experiment to Cool the Earth
• April 4, 2024   •   32:37 Israel’s Deadly Airstrike on the World Central Kitchen
• April 3, 2024   •   27:42 The Accidental Tax Cutter in Chief

Hosted by Katrin Bennhold

Produced by Asthaa Chaturvedi and Will Reid

With Clare Toeniskoetter and Lynsea Garrison

Edited by Brendan Klinkenberg and Michael Benoist

Original music by Marion Lozano ,  Rowan Niemisto ,  Dan Powell ,  Pat McCusker and Will Reid

Engineered by Chris Wood

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Warning: this episode contains descriptions of violence.

A massive scam targeting older Americans who own timeshare properties has resulted in hundreds of millions of dollars sent to Mexico.

Maria Abi-Habib, an investigative correspondent for The Times, tells the story of a victim who lost everything, and of the criminal group making the scam calls — Jalisco New Generation, one of Mexico’s most violent cartels.

On today’s episode

Maria Abi-Habib , an investigative correspondent for The New York Times based in Mexico City.

Background reading

How a brutal Mexican drug cartel came to target seniors and their timeshares .

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The Daily is made by Rachel Quester, Lynsea Garrison, Clare Toeniskoetter, Paige Cowett, Michael Simon Johnson, Brad Fisher, Chris Wood, Jessica Cheung, Stella Tan, Alexandra Leigh Young, Lisa Chow, Eric Krupke, Marc Georges, Luke Vander Ploeg, M.J. Davis Lin, Dan Powell, Sydney Harper, Mike Benoist, Liz O. Baylen, Asthaa Chaturvedi, Rachelle Bonja, Diana Nguyen, Marion Lozano, Corey Schreppel, Rob Szypko, Elisheba Ittoop, Mooj Zadie, Patricia Willens, Rowan Niemisto, Jody Becker, Rikki Novetsky, John Ketchum, Nina Feldman, Will Reid, Carlos Prieto, Ben Calhoun, Susan Lee, Lexie Diao, Mary Wilson, Alex Stern, Dan Farrell, Sophia Lanman, Shannon Lin, Diane Wong, Devon Taylor, Alyssa Moxley, Summer Thomad, Olivia Natt, Daniel Ramirez and Brendan Klinkenberg.

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Katrin Bennhold is the Berlin bureau chief. A former Nieman fellow at Harvard University, she previously reported from London and Paris, covering a range of topics from the rise of populism to gender. More about Katrin Bennhold

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Physical Review B

Covering condensed matter and materials physics.

• Collections
• Editorial Team

Solving inverse problems using normalizing flow prior: Application to optical spectra

Jun h. park, juyeob lee, and jungseek hwang, phys. rev. b 109 , 165130 – published 16 april 2024.

• No Citing Articles
• INTRODUCTION
• RESULTS AND DISCUSSIONS
• CONCLUSIONS
• ACKNOWLEDGMENTS

We introduce a machine learning approach for solving ill-posed inverse problems, specifically addressing the Fredholm integral equation of the first kind. Harnessing the powerful capabilities of normalizing flows to approximate data distributions, combined with a robust probabilistic framework, our approach stands out by delivering robust solutions capable of handling high-level noises and out-of-distribution data and providing uncertainty estimation. A distinct feature lies in the unsupervised learning framework inherent in deep generative models, providing our approach with unparalleled flexibility across diverse experimental setups. This flexibility is exemplified through the successful application of our method to measured optical spectra.

• Received 15 January 2024
• Revised 1 March 2024
• Accepted 26 March 2024

DOI: https://doi.org/10.1103/PhysRevB.109.165130

©2024 American Physical Society

Physics Subject Headings (PhySH)

• Research Areas
• Physical Systems

Authors & Affiliations

• 1 School of Mechanical Engineering, Sungkyunkwan University, Suwon, Gyeonggi-do 16419, Republic of Korea
• 2 Department of Applied Artificial Intelligence, Sungkyunkwan University, Seoul, 03063, Republic of Korea
• 3 Department of Physics, Sungkyunkwan University, Suwon, Gyeonggi-do 16419, Republic of Korea
• * [email protected]
• † [email protected]

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Vol. 109, Iss. 16 — 15 April 2024

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Hundred random samples from (a) training data and (b) data distribution p X ( x ; ψ ̂ ) . (c) Some solutions x ̂ of inverse problem with true x 's using Algorithm lg1 and (d) corresponding reconstructions A x ̂ 's and true y 's. (All 1 / τ op 's are scaled down by 300.)

(a) Solutions of the inverse problem using Algorithm lg1 from observations with different noise levels: (b)  σ = 0.0001 , (c)  σ = 0.001 , (d)  σ = 0.01 , and (e) σ = 0.1 . (All 1 / τ op 's are scaled down by 300.)

Sample means (blue solid) and error bars of two standard deviations (filled region) are shown with true x 's (red dashed) for noise levels (a)  σ = 0.01 and (b)  σ = 0.1 .

Left column: comparison of inference results of I 2 χ obtained using NF (dashed lines) and MEM (dotted lines). Right column: experimental observations (solid curves) and reconstructions using results of NF (dashed lines), and MEM (dotted) of 1 / τ op . Each experiment is performed in different temperature setups: top ( T = 100 K ), middle ( T = 200 K ), and bottom ( T = 300 K ). Samples (OD60, D82, and OPT96) are differentiated using the same color code in all figures.

Comparison of coupling constants obtained from inference results of I 2 χ using NF and MEM are compared at different temperature setups: T = 100 K, 200 K, and 300 K.

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