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8 Steps in the Decision-Making Process

Business team meeting to discuss an important decision

  • 04 Feb 2020

Strong decision-making skills are essential for newly appointed and seasoned managers alike. The ability to navigate complex challenges and develop a plan can not only lead to more effective team management but drive key organizational change initiatives and objectives.

Despite decision-making’s importance in business, a recent survey by McKinsey shows that just 20 percent of professionals believe their organizations excel at it. Survey respondents noted that, on average, they spend 37 percent of their time making decisions, but more than half of it’s used ineffectively.

For managers, it’s critical to ensure effective decisions are made for their organizations’ success. Every managerial decision must be accompanied by research and data , collaboration, and alternative solutions.

Few managers, however, reap the benefits of making more thoughtful choices due to undeveloped decision-making models.

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Why Is Making Decisions Important?

According to Harvard Business School Professor Leonard Schlesinger, who’s featured in the online course Management Essentials , most managers view decision-making as a single event, rather than a process. This can lead to managers overestimating their abilities to influence outcomes and closing themselves off from alternative perspectives and diverse ways of thinking.

“The reality is, it’s very rare to find a single point in time where ‘a decision of significance’ is made and things go forward from there,” Schlesinger says. “Embedded in this work is the notion that what we’re really talking about is a process. The role of the manager in managing that process is actually quite straightforward, yet, at the same time, extraordinarily complex.”

If you want to further your business knowledge and be more effective in your role, it’s critical to become a strong decision-maker. Here are eight steps in the decision-making process you can employ to become a better manager and have greater influence in your organization.

Steps in the Decision-Making Process

1. frame the decision.

Pinpointing the issue is the first step to initiating the decision-making process. Ensure the problem is carefully analyzed, clearly defined, and everyone involved in the outcome agrees on what needs to be solved. This process will give your team peace of mind that each key decision is based on extensive research and collaboration.

Schlesinger says this initial action can be challenging for managers because an ill-formed question can result in a process that produces the wrong decision.

“The real issue for a manager at the start is to make sure they are actively working to shape the question they’re trying to address and the decision they’re trying to have made,” Schlesinger says. “That’s not a trivial task.”

2. Structure Your Team

Managers must assemble the right people to navigate the decision-making process.

“The issue of who’s going to be involved in helping you to make that decision is one of the most central issues you face,” Schlesinger says. “The primary issue being the membership of the collection of individuals or group that you’re bringing together to make that decision.”

As you build your team, Schlesinger advises mapping the technical, political, and cultural underpinnings of the decision that needs to be made and gathering colleagues with an array of skills and experience levels to help you make an informed decision. .

“You want some newcomers who are going to provide a different point of view and perspective on the issue you’re dealing with,” he says. “At the same time, you want people who have profound knowledge and deep experience with the problem.”

It’s key to assign decision tasks to colleagues and invite perspectives that uncover blindspots or roadblocks. Schlesinger notes that attempting to arrive at the “right answer” without a team that will ultimately support and execute it is a “recipe for failure.”

3. Consider the Timeframe

This act of mapping the issue’s intricacies should involve taking the decision’s urgency into account. Business problems with significant implications sometimes allow for lengthier decision-making processes, whereas other challenges call for more accelerated timelines.

“As a manager, you need to shape the decision-making process in terms of both of those dimensions: The criticality of what it is you’re trying to decide and, more importantly, how quickly it needs to get decided given the urgency,” Schlesinger says. “The final question is, how much time you’re going to provide yourself and the group to invest in both problem diagnosis and decisions.”

4. Establish Your Approach

In the early stages of the decision-making process, it’s critical to set ground rules and assign roles to team members. Doing so can help ensure everyone understands how they contribute to problem-solving and agrees on how a solution will be reached.

“It’s really important to get clarity upfront around the roles people are going to play and the ways in which decisions are going to get made,” Schlesinger says. “Often, managers leave that to chance, so people self-assign themselves to roles in ways that you don’t necessarily want, and the decision-making process defers to consensus, which is likely to lead to a lower evaluation of the problem and a less creative solution.”

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5. Encourage Discussion and Debate

One of the issues of leading a group that defaults to consensus is that it can shut out contrarian points of view and deter inventive problem-solving. Because of this potential pitfall, Schlesinger notes, you should designate roles that focus on poking holes in arguments and fostering debate.

“What we’re talking about is establishing a process of devil’s advocacy, either in an individual or a subgroup role,” he says. “That’s much more likely to lead to a deeper critical evaluation and generate a substantial number of alternatives.”

Schlesinger adds that this action can take time and potentially disrupt group harmony, so it’s vital for managers to guide the inner workings of the process from the outset to ensure effective collaboration and guarantee more quality decisions will be made.

“What we need to do is establish norms in the group that enable us to be open to a broader array of data and decision-making processes,” he says. “If that doesn’t happen upfront, but in the process without a conversation, it’s generally a source of consternation and some measure of frustration.”

Related: 3 Group Decision-Making Techniques for Success

6. Navigate Group Dynamics

In addition to creating a dynamic in which candor and debate are encouraged, there are other challenges you need to navigate as you manage your team throughout the decision-making process.

One is ensuring the size of the group is appropriate for the problem and allows for an efficient workflow.

“In getting all the people together that have relevant data and represent various political and cultural constituencies, each incremental member adds to the complexity of the decision-making process and the amount of time it takes to get a decision made and implemented,” Schlesinger says.

Another task, he notes, is identifying which parts of the process can be completed without face-to-face interaction.

“There’s no question that pieces of the decision-making process can be deferred to paper, email, or some app,” Schlesinger says. “But, at the end of the day, given that so much of decision-making requires high-quality human interaction, you need to defer some part of the process for ill-structured and difficult tasks to a face-to-face meeting.”

7. Ensure the Pieces Are in Place for Implementation

Throughout your team’s efforts to arrive at a decision, you must ensure you facilitate a process that encompasses:

  • Shared goals that were presented upfront
  • Alternative options that have been given rigorous thought and fair consideration
  • Sound methods for exploring decisions’ consequences

According to Schlesinger, these components profoundly influence the quality of the solution that’s ultimately identified and the types of decisions that’ll be made in the future.

“In the general manager’s job, the quality of the decision is only one part of the equation,” he says. “All of this is oriented toward trying to make sure that once a decision is made, we have the right groupings and the right support to implement.”

8. Achieve Closure and Alignment

Achieving closure in the decision-making process requires arriving at a solution that sufficiently aligns members of your group and garners enough support to implement it.

As with the other phases of decision-making, clear communication ensures your team understands and commits to the plan.

In a video interview for the online course Management Essentials , Harvard Business School Dean Nitin Nohria says it’s essential to explain the rationale behind the decision to your employees.

“If it’s a decision that you have to make, say, ‘I know there were some of you who thought differently, but let me tell you why we went this way,’” Nohria says. “This is so the people on the other side feel heard and recognize the concerns they raised are things you’ve tried to incorporate into the decision and, as implementation proceeds, if those concerns become real, then they’ll be attended to.”

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How to Improve Your Decision-Making

An in-depth understanding of the decision-making process is vital for all managers. Whether you’re an aspiring manager aiming to move up at your organization or a seasoned executive who wants to boost your job performance, honing your approach to decision-making can improve your managerial skills and equip you with the tools to advance your career.

Do you want to become a more effective decision-maker? Explore Management Essentials —one of our online leadership and management courses —to learn how you can influence the context and environment in which decisions get made.

This article was update on July 15, 2022. It was originally published on February 4, 2020.

problem solving analysis and decision making process

About the Author

problem solving analysis and decision making process

Work Life is Atlassian’s flagship publication dedicated to unleashing the potential of every team through real-life advice, inspiring stories, and thoughtful perspectives from leaders around the world.

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Dominic Price

Work Futurist

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Senior Quantitative Researcher, People Insights

Kat Boogaard

Principal Writer

problem solving analysis and decision making process

This is how effective teams navigate the decision-making process

Zero Magic 8 Balls required.

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Flipping a coin. Throwing a dart at a board. Pulling a slip of paper out of a hat.

Sure, they’re all ways to make a choice. But they all hinge on random chance rather than analysis, reflection, and strategy — you know, the things you actually need to make the big, meaty decisions that have major impacts.

So, set down that Magic 8 Ball and back away slowly. Let’s walk through the standard framework for decision-making that will help you and your team pinpoint the problem, consider your options, and make your most informed selection. Here’s a closer look at each of the seven steps of the decision-making process, and how to approach each one. 

Step 1: Identify the decision

Most of us are eager to tie on our superhero capes and jump into problem-solving mode — especially if our team is depending on a solution. But you can’t solve a problem until you have a full grasp on what it actually is .

This first step focuses on getting the lay of the land when it comes to your decision. What specific problem are you trying to solve? What goal are you trying to achieve? 

How to do it: 

  • Use the 5 whys analysis to go beyond surface-level symptoms and understand the root cause of a problem.
  • Try problem framing to dig deep on the ins and outs of whatever problem your team is fixing. The point is to define the problem, not solve it. 

⚠️ Watch out for: Decision fatigue , which is the tendency to make worse decisions as a result of needing to make too many of them. Making choices is mentally taxing , which is why it’s helpful to pinpoint one decision at a time. 

2. Gather information

Your team probably has a few hunches and best guesses, but those can lead to knee-jerk reactions. Take care to invest adequate time and research into your decision.

This step is when you build your case, so to speak. Collect relevant information — that could be data, customer stories, information about past projects, feedback, or whatever else seems pertinent. You’ll use that to make decisions that are informed, rather than impulsive.

  • Host a team mindmapping session to freely explore ideas and make connections between them. It can help you identify what information will best support the process.
  • Create a project poster to define your goals and also determine what information you already know and what you still need to find out. 

⚠️ Watch out for: Information bias , or the tendency to seek out information even if it won’t impact your action. We have the tendency to think more information is always better, but pulling together a bunch of facts and insights that aren’t applicable may cloud your judgment rather than offer clarity. 

3. Identify alternatives

Use divergent thinking to generate fresh ideas in your next brainstorm

Use divergent thinking to generate fresh ideas in your next brainstorm

Blame the popularity of the coin toss, but making a decision often feels like choosing between only two options. Do you want heads or tails? Door number one or door number two? In reality, your options aren’t usually so cut and dried. Take advantage of this opportunity to get creative and brainstorm all sorts of routes or solutions. There’s no need to box yourselves in. 

  • Use the Six Thinking Hats technique to explore the problem or goal from all sides: information, emotions and instinct, risks, benefits, and creativity. It can help you and your team break away from your typical roles or mindsets and think more freely.
  • Try brainwriting so team members can write down their ideas independently before sharing with the group. Research shows that this quiet, lone thinking time can boost psychological safety and generate more creative suggestions .

⚠️ Watch out for: Groupthink , which is the tendency of a group to make non-optimal decisions in the interest of conformity. People don’t want to rock the boat, so they don’t speak up. 

4. Consider the evidence

Armed with your list of alternatives, it’s time to take a closer look and determine which ones could be worth pursuing. You and your team should ask questions like “How will this solution address the problem or achieve the goal?” and “What are the pros and cons of this option?” 

Be honest with your answers (and back them up with the information you already collected when you can). Remind the team that this isn’t about advocating for their own suggestions to “win” — it’s about whittling your options down to the best decision. 

How to do it:

  • Use a SWOT analysis to dig into the strengths, weaknesses, opportunities, and threats of the options you’re seriously considering.
  • Run a project trade-off analysis to understand what constraints (such as time, scope, or cost) the team is most willing to compromise on if needed. 

⚠️ Watch out for: Extinction by instinct , which is the urge to make a decision just to get it over with. You didn’t come this far to settle for a “good enough” option! 

5. Choose among the alternatives

This is it — it’s the big moment when you and the team actually make the decision. You’ve identified all possible options, considered the supporting evidence, and are ready to choose how you’ll move forward.

However, bear in mind that there’s still a surprising amount of room for flexibility here. Maybe you’ll modify an alternative or combine a few suggested solutions together to land on the best fit for your problem and your team. 

  • Use the DACI framework (that stands for “driver, approver, contributor, informed”) to understand who ultimately has the final say in decisions. The decision-making process can be collaborative, but eventually someone needs to be empowered to make the final call.
  • Try a simple voting method for decisions that are more democratized. You’ll simply tally your team’s votes and go with the majority. 

⚠️ Watch out for: Analysis paralysis , which is when you overthink something to such a great degree that you feel overwhelmed and freeze when it’s time to actually make a choice. 

6. Take action

Making a big decision takes a hefty amount of work, but it’s only the first part of the process — now you need to actually implement it. 

It’s tempting to think that decisions will work themselves out once they’re made. But particularly in a team setting, it’s crucial to invest just as much thought and planning into communicating the decision and successfully rolling it out. 

  • Create a stakeholder communications plan to determine how you’ll keep various people — direct team members, company leaders, customers, or whoever else has an active interest in your decision — in the loop on your progress.
  • Define the goals, signals, and measures of your decision so you’ll have an easier time aligning the team around the next steps and determining whether or not they’re successful. 

⚠️Watch out for: Self-doubt, or the tendency to question whether or not you’re making the right move. While we’re hardwired for doubt , now isn’t the time to be a skeptic about your decision. You and the team have done the work, so trust the process. 

7. Review your decision

9 retrospective techniques that won’t bore your team to tears

9 retrospective techniques that won’t bore your team to tears

As the decision itself starts to shake out, it’s time to take a look in the rearview mirror and reflect on how things went.

Did your decision work out the way you and the team hoped? What happened? Examine both the good and the bad. What should you keep in mind if and when you need to make this sort of decision again? 

  • Do a 4 L’s retrospective to talk through what you and the team loved, loathed, learned, and longed for as a result of that decision.
  • Celebrate any wins (yes, even the small ones ) related to that decision. It gives morale a good kick in the pants and can also help make future decisions feel a little less intimidating.

⚠️ Watch out for: Hindsight bias , or the tendency to look back on events with the knowledge you have now and beat yourself up for not knowing better at the time. Even with careful thought and planning, some decisions don’t work out — but you can only operate with the information you have at the time. 

Making smart decisions about the decision-making process

You’re probably picking up on the fact that the decision-making process is fairly comprehensive. And the truth is that the model is likely overkill for the small and inconsequential decisions you or your team members need to make.

Deciding whether you should order tacos or sandwiches for your team offsite doesn’t warrant this much discussion and elbow grease. But figuring out which major project to prioritize next? That requires some careful and collaborative thought. 

It all comes back to the concept of satisficing versus maximizing , which are two different perspectives on decision making. Here’s the gist:

  • Maximizers aim to get the very best out of every single decision.
  • Satisficers are willing to settle for “good enough” rather than obsessing over achieving the best outcome.

One of those isn’t necessarily better than the other — and, in fact, they both have their time and place.

A major decision with far-reaching impacts deserves some fixation and perfectionism. However, hemming and hawing over trivial choices ( “Should we start our team meeting with casual small talk or a structured icebreaker?” ) will only cause added stress, frustration, and slowdowns. 

As with anything else, it’s worth thinking about the potential impacts to determine just how much deliberation and precision a decision actually requires. 

Decision-making is one of those things that’s part art and part science. You’ll likely have some gut feelings and instincts that are worth taking into account. But those should also be complemented with plenty of evidence, evaluation, and collaboration.

The decision-making process is a framework that helps you strike that balance. Follow the seven steps and you and your team can feel confident in the decisions you make — while leaving the darts and coins where they belong.

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Making decisions and solving problems are two key areas in life, whether you are at home or at work. Whatever you’re doing, and wherever you are, you are faced with countless decisions and problems, both small and large, every day.

Many decisions and problems are so small that we may not even notice them. Even small decisions, however, can be overwhelming to some people. They may come to a halt as they consider their dilemma and try to decide what to do.

Small and Large Decisions

In your day-to-day life you're likely to encounter numerous 'small decisions', including, for example:

Tea or coffee?

What shall I have in my sandwich? Or should I have a salad instead today?

What shall I wear today?

Larger decisions may occur less frequently but may include:

Should we repaint the kitchen? If so, what colour?

Should we relocate?

Should I propose to my partner? Do I really want to spend the rest of my life with him/her?

These decisions, and others like them, may take considerable time and effort to make.

The relationship between decision-making and problem-solving is complex. Decision-making is perhaps best thought of as a key part of problem-solving: one part of the overall process.

Our approach at Skills You Need is to set out a framework to help guide you through the decision-making process. You won’t always need to use the whole framework, or even use it at all, but you may find it useful if you are a bit ‘stuck’ and need something to help you make a difficult decision.

Decision Making

Effective Decision-Making

This page provides information about ways of making a decision, including basing it on logic or emotion (‘gut feeling’). It also explains what can stop you making an effective decision, including too much or too little information, and not really caring about the outcome.

A Decision-Making Framework

This page sets out one possible framework for decision-making.

The framework described is quite extensive, and may seem quite formal. But it is also a helpful process to run through in a briefer form, for smaller problems, as it will help you to make sure that you really do have all the information that you need.

Problem Solving

Introduction to Problem-Solving

This page provides a general introduction to the idea of problem-solving. It explores the idea of goals (things that you want to achieve) and barriers (things that may prevent you from achieving your goals), and explains the problem-solving process at a broad level.

The first stage in solving any problem is to identify it, and then break it down into its component parts. Even the biggest, most intractable-seeming problems, can become much more manageable if they are broken down into smaller parts. This page provides some advice about techniques you can use to do so.

Sometimes, the possible options to address your problem are obvious. At other times, you may need to involve others, or think more laterally to find alternatives. This page explains some principles, and some tools and techniques to help you do so.

Having generated solutions, you need to decide which one to take, which is where decision-making meets problem-solving. But once decided, there is another step: to deliver on your decision, and then see if your chosen solution works. This page helps you through this process.

‘Social’ problems are those that we encounter in everyday life, including money trouble, problems with other people, health problems and crime. These problems, like any others, are best solved using a framework to identify the problem, work out the options for addressing it, and then deciding which option to use.

This page provides more information about the key skills needed for practical problem-solving in real life.

Further Reading from Skills You Need

The Skills You Need Guide to Interpersonal Skills eBooks.

The Skills You Need Guide to Interpersonal Skills

Develop your interpersonal skills with our series of eBooks. Learn about and improve your communication skills, tackle conflict resolution, mediate in difficult situations, and develop your emotional intelligence.

Guiding you through the key skills needed in life

As always at Skills You Need, our approach to these key skills is to provide practical ways to manage the process, and to develop your skills.

Neither problem-solving nor decision-making is an intrinsically difficult process and we hope you will find our pages useful in developing your skills.

Start with: Decision Making Problem Solving

See also: Improving Communication Interpersonal Communication Skills Building Confidence

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In This Article Expand or collapse the "in this article" section Problem Solving and Decision Making

Introduction.

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Problem Solving and Decision Making by Emily G. Nielsen , John Paul Minda LAST REVIEWED: 26 June 2019 LAST MODIFIED: 26 June 2019 DOI: 10.1093/obo/9780199828340-0246

Problem solving and decision making are both examples of complex, higher-order thinking. Both involve the assessment of the environment, the involvement of working memory or short-term memory, reliance on long term memory, effects of knowledge, and the application of heuristics to complete a behavior. A problem can be defined as an impasse or gap between a current state and a desired goal state. Problem solving is the set of cognitive operations that a person engages in to change the current state, to go beyond the impasse, and achieve a desired outcome. Problem solving involves the mental representation of the problem state and the manipulation of this representation in order to move closer to the goal. Problems can vary in complexity, abstraction, and how well defined (or not) the initial state and the goal state are. Research has generally approached problem solving by examining the behaviors and cognitive processes involved, and some work has examined problem solving using computational processes as well. Decision making is the process of selecting and choosing one action or behavior out of several alternatives. Like problem solving, decision making involves the coordination of memories and executive resources. Research on decision making has paid particular attention to the cognitive biases that account for suboptimal decisions and decisions that deviate from rationality. The current bibliography first outlines some general resources on the psychology of problem solving and decision making before examining each of these topics in detail. Specifically, this review covers cognitive, neuroscientific, and computational approaches to problem solving, as well as decision making models and cognitive heuristics and biases.

General Overviews

Current research in the area of problem solving and decision making is published in both general and specialized scientific journals. Theoretical and scholarly work is often summarized and developed in full-length books and chapter. These may focus on the subfields of problem solving and decision making or the larger field of thinking and higher-order cognition.

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Article • 4 min read

The Problem-Solving Process

Looking at the basic problem-solving process to help keep you on the right track.

By the Mind Tools Content Team

Problem-solving is an important part of planning and decision-making. The process has much in common with the decision-making process, and in the case of complex decisions, can form part of the process itself.

We face and solve problems every day, in a variety of guises and of differing complexity. Some, such as the resolution of a serious complaint, require a significant amount of time, thought and investigation. Others, such as a printer running out of paper, are so quickly resolved they barely register as a problem at all.

problem solving analysis and decision making process

Despite the everyday occurrence of problems, many people lack confidence when it comes to solving them, and as a result may chose to stay with the status quo rather than tackle the issue. Broken down into steps, however, the problem-solving process is very simple. While there are many tools and techniques available to help us solve problems, the outline process remains the same.

The main stages of problem-solving are outlined below, though not all are required for every problem that needs to be solved.

problem solving analysis and decision making process

1. Define the Problem

Clarify the problem before trying to solve it. A common mistake with problem-solving is to react to what the problem appears to be, rather than what it actually is. Write down a simple statement of the problem, and then underline the key words. Be certain there are no hidden assumptions in the key words you have underlined. One way of doing this is to use a synonym to replace the key words. For example, ‘We need to encourage higher productivity ’ might become ‘We need to promote superior output ’ which has a different meaning.

2. Analyze the Problem

Ask yourself, and others, the following questions.

  • Where is the problem occurring?
  • When is it occurring?
  • Why is it happening?

Be careful not to jump to ‘who is causing the problem?’. When stressed and faced with a problem it is all too easy to assign blame. This, however, can cause negative feeling and does not help to solve the problem. As an example, if an employee is underperforming, the root of the problem might lie in a number of areas, such as lack of training, workplace bullying or management style. To assign immediate blame to the employee would not therefore resolve the underlying issue.

Once the answers to the where, when and why have been determined, the following questions should also be asked:

  • Where can further information be found?
  • Is this information correct, up-to-date and unbiased?
  • What does this information mean in terms of the available options?

3. Generate Potential Solutions

When generating potential solutions it can be a good idea to have a mixture of ‘right brain’ and ‘left brain’ thinkers. In other words, some people who think laterally and some who think logically. This provides a balance in terms of generating the widest possible variety of solutions while also being realistic about what can be achieved. There are many tools and techniques which can help produce solutions, including thinking about the problem from a number of different perspectives, and brainstorming, where a team or individual write as many possibilities as they can think of to encourage lateral thinking and generate a broad range of potential solutions.

4. Select Best Solution

When selecting the best solution, consider:

  • Is this a long-term solution, or a ‘quick fix’?
  • Is the solution achievable in terms of available resources and time?
  • Are there any risks associated with the chosen solution?
  • Could the solution, in itself, lead to other problems?

This stage in particular demonstrates why problem-solving and decision-making are so closely related.

5. Take Action

In order to implement the chosen solution effectively, consider the following:

  • What will the situation look like when the problem is resolved?
  • What needs to be done to implement the solution? Are there systems or processes that need to be adjusted?
  • What will be the success indicators?
  • What are the timescales for the implementation? Does the scale of the problem/implementation require a project plan?
  • Who is responsible?

Once the answers to all the above questions are written down, they can form the basis of an action plan.

6. Monitor and Review

One of the most important factors in successful problem-solving is continual observation and feedback. Use the success indicators in the action plan to monitor progress on a regular basis. Is everything as expected? Is everything on schedule? Keep an eye on priorities and timelines to prevent them from slipping.

If the indicators are not being met, or if timescales are slipping, consider what can be done. Was the plan realistic? If so, are sufficient resources being made available? Are these resources targeting the correct part of the plan? Or does the plan need to be amended? Regular review and discussion of the action plan is important so small adjustments can be made on a regular basis to help keep everything on track.

Once all the indicators have been met and the problem has been resolved, consider what steps can now be taken to prevent this type of problem recurring? It may be that the chosen solution already prevents a recurrence, however if an interim or partial solution has been chosen it is important not to lose momentum.

Problems, by their very nature, will not always fit neatly into a structured problem-solving process. This process, therefore, is designed as a framework which can be adapted to individual needs and nature.

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Effective Decision Making Process: 7 Steps with Examples

By Status.net Editorial Team on June 3, 2023 — 9 minutes to read

Making decisions is an inevitable part of life, and knowing how to navigate through the decision-making process can be crucial for both your personal and professional success. In this article, we will explore the seven essential steps to help you make thoughtful and informed choices.

Step 1: Identify the Decision

When you’re faced with a problem or challenge, it’s essential to identify the decision you need to make. Start by defining the objective of what you want to achieve. It’s helpful to take a step back and assess the situation to fully understand the problem at hand.

To get a clear picture of the issue, gather information from multiple angles and examine the factors involved. This will help you gain a better understanding of the context and possible options available. Make sure to evaluate the pros and cons of each scenario.

For example, if your company is facing a dip in sales, you might need to decide whether to launch a new advertising campaign or improve product offerings.

Step 2: Gather Relevant Information

Conduct thorough market research to understand the current state of the market, as well as any expected trends and developments. Make use of both primary and secondary sources, such as interviews with experts and published reports, while remaining mindful of any potential biases. Your objective is to collect accurate, up-to-date data that allows you to make an informed decision.

Consider the various resources at your disposal. These may be online databases, industry reports, or even colleagues with relevant expertise. As you gather information, remember to keep track of your sources to reference them later. Maintaining proper documentation can save time and simplify any further analysis.

Don’t forget to consult the stakeholders involved in the decision. Their opinions, concerns, and suggestions can offer valuable insights and expose any blind spots. Engaging them in the process also fosters a sense of shared responsibility and encourages open communication.

For example:

  • If you’re deciding on a new product to launch, gather information on market trends, customer preferences, and competitor offerings. This will provide a comprehensive understanding of the market landscape and opportunities for growth.
  • When selecting a new supplier, research their financial stability, environmental performance, and customer reviews. This will help you ensure a long-lasting and beneficial partnership.
  • If you’re debating whether to pursue a new marketing campaign, consult your sales team, marketing department, and customer service representatives. Their firsthand experience interacting with customers and interpreting their needs can prove invaluable in shaping the objectives and strategies of the campaign.

Step3: Identify Alternatives

While brainstorming alternatives, keep an open mind and consider all possible options, even if they seem unconventional or unusual at first glance. Don’t limit yourself to the obvious; sometimes, the most effective solution might be the one that is least expected.

As you gather alternatives, it’s helpful to list them down. Organize your list in a way that makes it easy for you to see the various options, their pros, and cons. Summarizing each alternative in a concise manner can help you to better understand their implications.

For example, when deciding on a new marketing strategy, you could list these alternatives:

  • Traditional Marketing : Pros: Familiarity, proven results; Cons: High cost, limited audience reach
  • Social Media Marketing : Pros: Low cost, broad audience reach; Cons: Time-intensive, potential negative engagement
  • Content Marketing : Pros: Engaging, builds trust; Cons: Slow results, resource-intensive

Once you’ve listed your alternatives with their pros and cons, you can start comparing them to one another. Try to objectively assess the advantages and drawbacks of each solution in relation to the decision at hand. It might be helpful to rank them based on their potential effectiveness and feasibility.

As you identify alternatives, always be prepared to revise or expand your list. Be open to new insights and feedback from others.

Step 4: Weigh the Evidence

After gathering all the relevant information and alternatives for a decision, you’ll want to weigh the evidence before making a choice. This step in the 7-step decision-making process is crucial and ensures that you’re evaluating each option fairly.

To weigh the evidence properly, consider starting with a decision matrix. A decision matrix is a tool that helps organize and compare different alternatives based on specific criteria that matter to you. This method helps you quantify each option, making it easier to evaluate and prioritize them.

When using a decision matrix, list your options in rows and your criteria in columns. You’ll then assign a weight to each criterion according to its importance. After that, rate each option based on how well it meets the specific criterion. Multiply the rating by the weight, and then sum the results to get a total score for each option.

While weighing the evidence, it’s essential to trust your intuition. Your gut feeling might provide valuable insights based on your past experiences and knowledge. However, don’t rely solely on intuition, as it may sometimes lead to bias or ignore critical data.

During this stage, it’s crucial to assess the risks of each option. Knowing the potential consequences of each choice allows you to anticipate possible setbacks and challenges, preparing you for better decision-making. Be mindful of the common pitfalls in the process, such as groupthink, lack of diversity in perspectives, or being overly influenced by emotional factors.

Here are some examples to illustrate this step:

  • Career: You’re considering a job offer from two companies. You gather information about salary, benefits, company culture, and growth opportunities, then weigh the evidence using a decision matrix. Your intuition tells you that one company aligns better with your values, so you weigh that factor more heavily when making your decision.
  • Investment: You’re evaluating two investments with different levels of risk and potential return. By weighing the evidence – historical performance, growth potential, and industry trends – you create a decision matrix that includes your personal risk tolerance and financial goals. This method helps you determine which investment is the better fit for your unique situation.
  • Product Launch: You have several ideas for new products, and you need to decide which one to prioritize. By weighing the evidence – potential market demand, production costs, and competition – using a decision matrix, you can quantitatively assess each idea and make an informed decision on which product to develop first.

Weighing the evidence is essential to making well-informed decisions. By considering various factors, relying on both intuition and data, and assessing the risks and challenges, you’ll be better equipped to make choices that benefit both you and your organization.

Step 5: Choose Among Alternatives

Start by prioritizing your options. Analyze each alternative and determine which ones align best with your objectives. This part could be as simple as ranking alternatives from most desirable to least desirable. Prioritize based on factors such as potential benefits, risks, costs, and resources available.

Another approach is using a decision tree, a visual tool that can help clarify and map out your choices. A decision tree charts the various courses of action, outcome probabilities, and expected payoff. By working through a decision tree, you can systematically evaluate your options and find the optimal solution.

As you evaluate each choice, imagine potential outcomes and how they could impact your objectives. Assessing the pros and cons of each alternative will provide insight on the best course of action.

Example 1: Imagine you’re debating between accepting a job offer or staying at your current job. You could prioritize based on factors like salary, career growth potential, work-life balance, and job security. Use a decision tree to visualize the potential payoffs and risks of each choice.

Example 2: If you’re deciding on a marketing strategy for your business, prioritize options like cost-effectiveness, target audience reach, and expected return on investment. Use a decision tree to analyze each strategy, considering factors like potential growth and customer engagement.

Step 6: Take Action

Once you’ve weighed your options and made a decision, it’s time to take action. As a part of an organization, your leadership and management skills will play a crucial role in executing the plan. Follow these steps to bring your decision to life:

  • Communicate the decision to all relevant parties: Make sure everyone involved, from team members to stakeholders, knows the chosen course of action. Clear communication will ensure everyone is on the same page.
  • Set goals and expectations: Establish both short-term and long-term objectives to monitor progress and determine whether the chosen path is effective. It’s essential to have a clear set of expectations so that your team is aligned with your vision. Examples of goals: – Rolling out a new product within 6 months – Decreasing expenditure by 15% in the next quarter – Increasing overall market share by 10% in the following year
  • Create a timeframe: Outline the sequence of tasks and establish deadlines for each step. A well-defined timeline will help in keeping the momentum going, and ensure that the desired results are reached within the allotted time.
  • Delegate responsibilities and provide resources: Assign tasks to team members based on their expertise and provide the necessary tools, training, and support to help them succeed.
  • Monitor progress and make adjustments as needed: Regularly review your team’s progress and be open to making changes if something isn’t working. Flexibility is crucial for effective decision-making.

Step 7: Review Your Decision

As you go through the decision-making process, it’s essential to review your decision to ensure it’s the best choice for you and your business. This step allows you to reflect on the potential risks and benefits associated with your decision. By reviewing your decision, you position yourself to make better choices and improve your overall decision-making skills.

Example : You decided to implement a new software system in your company. After a few months, review the system’s performance and observe if it increases productivity, reduces errors, and improves customer satisfaction. If needed, make adjustments to maximize its benefits.

Example : After launching a new product, analyze its sales performance, customer feedback, and market response. Identify areas where improvements can be made, or if necessary, consider discontinuing the product.

Don’t be afraid to adjust course if you find that your initial choice isn’t working as you had hoped. Keep in mind that making sound decisions is an ongoing process requiring flexibility and adaptability. As your situation evolves and circumstances change, you must be willing to reassess and revise your decisions to maintain success and growth.

Frequently Asked Questions

Which steps form the decision-making process.

The decision-making process usually consists of seven steps:

  • Identify the problem or decision
  • Gather information and resources
  • Identify possible options or solutions
  • Evaluate the options and their outcomes
  • Choose the best option for the situation
  • Implement your chosen decision
  • Review the results and learn from them

What variations exist in the decision-making process?

While the decision-making process is typically broken down into seven steps, there may be variations depending on factors like individual preferences, the complexity of the decision, and time constraints. Some variations include:

  • Relying more on intuition or gut feelings
  • Skipping certain steps due to urgency
  • Using decision-making tools or models like SWOT analysis or decision trees

How can I apply decision-making steps in real life?

You can apply the seven-step decision-making process in real life by:

  • Clearly defining the problem or decision
  • Gathering relevant information and resources
  • Identifying possible options, solutions or alternatives
  • Evaluating each option and predicting their outcomes
  • Selecting the best option based on your criteria
  • Implementing your chosen decision
  • Reviewing the results and learning from the experience

Related: Personal SWOT Analysis: Unlock Your Potential in 4 Steps

  • What is Problem Solving? (Steps, Techniques, Examples)
  • Ethical Decision Making Models and 6 Steps of Ethical Decision Making Process
  • Effective Nonverbal Communication in the Workplace (Examples)
  • How to Resolve Employee Conflict at Work [Steps, Tips, Examples]
  • How to Write Inspiring Core Values? 5 Steps with Examples
  • Examples of Empathy (and 38 Empathy Statements)

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problem solving analysis and decision making process

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7 important steps in the decision making process

Sarah Laoyan contributor headshot

The decision making process is a method of gathering information, assessing alternatives, and making a final choice with the goal of making the best decision possible. In this article, we detail the step-by-step process on how to make a good decision and explain different decision making methodologies.

We make decisions every day. Take the bus to work or call a car? Chocolate or vanilla ice cream? Whole milk or two percent?

There's an entire process that goes into making those tiny decisions, and while these are simple, easy choices, how do we end up making more challenging decisions? 

At work, decisions aren't as simple as choosing what kind of milk you want in your latte in the morning. That’s why understanding the decision making process is so important. 

What is the decision making process?

The decision making process is the method of gathering information, assessing alternatives, and, ultimately, making a final choice. 

Decision-making tools for agile businesses

In this ebook, learn how to equip employees to make better decisions—so your business can pivot, adapt, and tackle challenges more effectively than your competition.

Make good choices, fast: How decision-making processes can help businesses stay agile ebook banner image

The 7 steps of the decision making process

Step 1: identify the decision that needs to be made.

When you're identifying the decision, ask yourself a few questions: 

What is the problem that needs to be solved?

What is the goal you plan to achieve by implementing this decision?

How will you measure success?

These questions are all common goal setting techniques that will ultimately help you come up with possible solutions. When the problem is clearly defined, you then have more information to come up with the best decision to solve the problem.

Step 2: Gather relevant information

​Gathering information related to the decision being made is an important step to making an informed decision. Does your team have any historical data as it relates to this issue? Has anybody attempted to solve this problem before?

It's also important to look for information outside of your team or company. Effective decision making requires information from many different sources. Find external resources, whether it’s doing market research, working with a consultant, or talking with colleagues at a different company who have relevant experience. Gathering information helps your team identify different solutions to your problem.

Step 3: Identify alternative solutions

This step requires you to look for many different solutions for the problem at hand. Finding more than one possible alternative is important when it comes to business decision-making, because different stakeholders may have different needs depending on their role. For example, if a company is looking for a work management tool, the design team may have different needs than a development team. Choosing only one solution right off the bat might not be the right course of action. 

Step 4: Weigh the evidence

This is when you take all of the different solutions you’ve come up with and analyze how they would address your initial problem. Your team begins identifying the pros and cons of each option, and eliminating alternatives from those choices.

There are a few common ways your team can analyze and weigh the evidence of options:

Pros and cons list

SWOT analysis

Decision matrix

Step 5: Choose among the alternatives

The next step is to make your final decision. Consider all of the information you've collected and how this decision may affect each stakeholder. 

Sometimes the right decision is not one of the alternatives, but a blend of a few different alternatives. Effective decision-making involves creative problem solving and thinking out of the box, so don't limit you or your teams to clear-cut options.

One of the key values at Asana is to reject false tradeoffs. Choosing just one decision can mean losing benefits in others. If you can, try and find options that go beyond just the alternatives presented.

Step 6: Take action

Once the final decision maker gives the green light, it's time to put the solution into action. Take the time to create an implementation plan so that your team is on the same page for next steps. Then it’s time to put your plan into action and monitor progress to determine whether or not this decision was a good one. 

Step 7: Review your decision and its impact (both good and bad)

Once you’ve made a decision, you can monitor the success metrics you outlined in step 1. This is how you determine whether or not this solution meets your team's criteria of success.

Here are a few questions to consider when reviewing your decision:

Did it solve the problem your team identified in step 1? 

Did this decision impact your team in a positive or negative way?

Which stakeholders benefited from this decision? Which stakeholders were impacted negatively?

If this solution was not the best alternative, your team might benefit from using an iterative form of project management. This enables your team to quickly adapt to changes, and make the best decisions with the resources they have. 

Types of decision making models

While most decision making models revolve around the same seven steps, here are a few different methodologies to help you make a good decision.

​Rational decision making models

This type of decision making model is the most common type that you'll see. It's logical and sequential. The seven steps listed above are an example of the rational decision making model. 

When your decision has a big impact on your team and you need to maximize outcomes, this is the type of decision making process you should use. It requires you to consider a wide range of viewpoints with little bias so you can make the best decision possible. 

Intuitive decision making models

This type of decision making model is dictated not by information or data, but by gut instincts. This form of decision making requires previous experience and pattern recognition to form strong instincts.

This type of decision making is often made by decision makers who have a lot of experience with similar kinds of problems. They have already had proven success with the solution they're looking to implement. 

Creative decision making model

The creative decision making model involves collecting information and insights about a problem and coming up with potential ideas for a solution, similar to the rational decision making model. 

The difference here is that instead of identifying the pros and cons of each alternative, the decision maker enters a period in which they try not to actively think about the solution at all. The goal is to have their subconscious take over and lead them to the right decision, similar to the intuitive decision making model. 

This situation is best used in an iterative process so that teams can test their solutions and adapt as things change.

Track key decisions with a work management tool

Tracking key decisions can be challenging when not documented correctly. Learn more about how a work management tool like Asana can help your team track key decisions, collaborate with teammates, and stay on top of progress all in one place.

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Critical Thinking and Decision-Making  - What is Critical Thinking?

Critical thinking and decision-making  -, what is critical thinking, critical thinking and decision-making what is critical thinking.

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Critical Thinking and Decision-Making: What is Critical Thinking?

Lesson 1: what is critical thinking, what is critical thinking.

Critical thinking is a term that gets thrown around a lot. You've probably heard it used often throughout the years whether it was in school, at work, or in everyday conversation. But when you stop to think about it, what exactly is critical thinking and how do you do it ?

Watch the video below to learn more about critical thinking.

Simply put, critical thinking is the act of deliberately analyzing information so that you can make better judgements and decisions . It involves using things like logic, reasoning, and creativity, to draw conclusions and generally understand things better.

illustration of the terms logic, reasoning, and creativity

This may sound like a pretty broad definition, and that's because critical thinking is a broad skill that can be applied to so many different situations. You can use it to prepare for a job interview, manage your time better, make decisions about purchasing things, and so much more.

The process

illustration of "thoughts" inside a human brain, with several being connected and "analyzed"

As humans, we are constantly thinking . It's something we can't turn off. But not all of it is critical thinking. No one thinks critically 100% of the time... that would be pretty exhausting! Instead, it's an intentional process , something that we consciously use when we're presented with difficult problems or important decisions.

Improving your critical thinking

illustration of the questions "What do I currently know?" and "How do I know this?"

In order to become a better critical thinker, it's important to ask questions when you're presented with a problem or decision, before jumping to any conclusions. You can start with simple ones like What do I currently know? and How do I know this? These can help to give you a better idea of what you're working with and, in some cases, simplify more complex issues.  

Real-world applications

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Let's take a look at how we can use critical thinking to evaluate online information . Say a friend of yours posts a news article on social media and you're drawn to its headline. If you were to use your everyday automatic thinking, you might accept it as fact and move on. But if you were thinking critically, you would first analyze the available information and ask some questions :

  • What's the source of this article?
  • Is the headline potentially misleading?
  • What are my friend's general beliefs?
  • Do their beliefs inform why they might have shared this?

illustration of "Super Cat Blog" and "According to survery of cat owners" being highlighted from an article on a smartphone

After analyzing all of this information, you can draw a conclusion about whether or not you think the article is trustworthy.

Critical thinking has a wide range of real-world applications . It can help you to make better decisions, become more hireable, and generally better understand the world around you.

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How to Make Great Decisions, Quickly

  • Martin G. Moore

problem solving analysis and decision making process

It’s a skill that will set you apart.

As a new leader, learning to make good decisions without hesitation and procrastination is a capability that can set you apart from your peers. While others vacillate on tricky choices, your team could be hitting deadlines and producing the type of results that deliver true value. That’s something that will get you — and them — noticed. Here are a few of a great decision:

  • Great decisions are shaped by consideration of many different viewpoints. This doesn’t mean you should seek out everyone’s opinion. The right people with the relevant expertise need to clearly articulate their views to help you broaden your perspective and make the best choice.
  • Great decisions are made as close as possible to the action. Remember that the most powerful people at your company are rarely on the ground doing the hands-on work. Seek input and guidance from team members who are closest to the action.
  • Great decisions address the root cause, not just the symptoms. Although you may need to urgently address the symptoms, once this is done you should always develop a plan to fix the root cause, or else the problem is likely to repeat itself.
  • Great decisions balance short-term and long-term value. Finding the right balance between short-term and long-term risks and considerations is key to unlocking true value.
  • Great decisions are timely. If you consider all of the elements listed above, then it’s simply a matter of addressing each one with a heightened sense of urgency.

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Where your work meets your life. See more from Ascend here .

Like many young leaders, early in my career, I thought a great decision was one that attracted widespread approval. When my colleagues smiled and nodded their collective heads, it reinforced (in my mind, at least) that I was an excellent decision maker.

problem solving analysis and decision making process

  • MM Martin G. Moore is the founder of Your CEO Mentor and author of No Bullsh!t Leadership and host of the No Bullsh!t Leadership podcast. His purpose is to improve the quality of leaders globally through practical, real world leadership content. For more information, please visit, www.martingmoore.com.

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Master the 7-Step Problem-Solving Process for Better Decision-Making

Discover the powerful 7-Step Problem-Solving Process to make better decisions and achieve better outcomes. Master the art of problem-solving in this comprehensive guide. Download the Free PowerPoint and PDF Template.

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Introduction.

Mastering the art of problem-solving is crucial for making better decisions. Whether you're a student, a business owner, or an employee, problem-solving skills can help you tackle complex issues and find practical solutions. The 7-Step Problem-Solving Process is a proven method that can help you approach problems systematically and efficiently.

The 7-Step Problem-Solving Process involves steps that guide you through the problem-solving process. The first step is to define the problem, followed by disaggregating the problem into smaller, more manageable parts. Next, you prioritize the features and create a work plan to address each. Then, you analyze each piece, synthesize the information, and communicate your findings to others.

By following this process, you can avoid jumping to conclusions, overlooking important details, or making hasty decisions. Instead, you can approach problems with a clear and structured mindset, which can help you make better decisions and achieve better outcomes.

In this article, we'll explore each step of the 7-Step Problem-Solving Process in detail so you can start mastering this valuable skill. At the end of the blog post, you can download the process's free PowerPoint and PDF templates .

problem solving analysis and decision making process

Step 1: Define the Problem

The first step in the problem-solving process is to define the problem. This step is crucial because finding a solution is only accessible if the problem is clearly defined. The problem must be specific, measurable, and achievable.

One way to define the problem is to ask the right questions. Questions like "What is the problem?" and "What are the causes of the problem?" can help. Gathering data and information about the issue to assist in the definition process is also essential.

Another critical aspect of defining the problem is identifying the stakeholders. Who is affected by it? Who has a stake in finding a solution? Identifying the stakeholders can help ensure that the problem is defined in a way that considers the needs and concerns of all those affected.

Once the problem is defined, it is essential to communicate the definition to all stakeholders. This helps to ensure that everyone is on the same page and that there is a shared understanding of the problem.

Step 2: Disaggregate

After defining the problem, the next step in the 7-step problem-solving process is to disaggregate the problem into smaller, more manageable parts. Disaggregation helps break down the problem into smaller pieces that can be analyzed individually. This step is crucial in understanding the root cause of the problem and identifying the most effective solutions.

Disaggregation can be achieved by breaking down the problem into sub-problems, identifying the contributing factors, and analyzing the relationships between these factors. This step helps identify the most critical factors that must be addressed to solve the problem.

A tree or fishbone diagram is one effective way to disaggregate a problem. These diagrams help identify the different factors contributing to the problem and how they are related. Another way is to use a table to list the other factors contributing to the situation and their corresponding impact on the issue.

Disaggregation helps in breaking down complex problems into smaller, more manageable parts. It helps understand the relationships between different factors contributing to the problem and identify the most critical factors that must be addressed. By disaggregating the problem, decision-makers can focus on the most vital areas, leading to more effective solutions.

Step 3: Prioritize

After defining the problem and disaggregating it into smaller parts, the next step in the 7-step problem-solving process is prioritizing the issues that need addressing. Prioritizing helps to focus on the most pressing issues and allocate resources more effectively.

There are several ways to prioritize issues, including:

  • Urgency: Prioritize issues based on their urgency. Problems that require immediate attention should be addressed first.
  • Impact: Prioritize issues based on their impact on the organization or stakeholders. Problems with a high impact should be given priority.
  • Resources: Prioritize issues based on the resources required to address them. Problems that require fewer resources should be dealt with first.

It is important to involve stakeholders in the prioritization process, considering their concerns and needs. This can be done through surveys, focus groups, or other forms of engagement.

Once the issues have been prioritized, developing a plan of action to address them is essential. This involves identifying the resources required, setting timelines, and assigning responsibilities.

Prioritizing issues is a critical step in problem-solving. By focusing on the most pressing problems, organizations can allocate resources more effectively and make better decisions.

Step 4: Workplan

After defining the problem, disaggregating, and prioritizing the issues, the next step in the 7-step problem-solving process is to develop a work plan. This step involves creating a roadmap that outlines the steps needed to solve the problem.

The work plan should include a list of tasks, deadlines, and responsibilities for each team member involved in the problem-solving process. Assigning tasks based on each team member's strengths and expertise ensures the work is completed efficiently and effectively.

Creating a work plan can help keep the team on track and ensure everyone is working towards the same goal. It can also help to identify potential roadblocks or challenges that may arise during the problem-solving process and develop contingency plans to address them.

Several tools and techniques can be used to develop a work plan, including Gantt charts, flowcharts, and mind maps. These tools can help to visualize the steps needed to solve the problem and identify dependencies between tasks.

Developing a work plan is a critical step in the problem-solving process. It provides a clear roadmap for solving the problem and ensures everyone involved is aligned and working towards the same goal.

Step 5: Analysis

Once the problem has been defined and disaggregated, the next step is to analyze the information gathered. This step involves examining the data, identifying patterns, and determining the root cause of the problem.

Several methods can be used during the analysis phase, including:

  • Root cause analysis
  • Pareto analysis
  • SWOT analysis

Root cause analysis is a popular method used to identify the underlying cause of a problem. This method involves asking a series of "why" questions to get to the root cause of the issue.

Pareto analysis is another method that can be used during the analysis phase. This method involves identifying the 20% of causes responsible for 80% of the problems. By focusing on these critical causes, organizations can make significant improvements.

Finally, SWOT analysis is a valuable tool for analyzing the internal and external factors that may impact the problem. This method involves identifying the strengths, weaknesses, opportunities, and threats related to the issue.

Overall, the analysis phase is critical for identifying the root cause of the problem and developing practical solutions. By using a combination of methods, organizations can gain a deeper understanding of the issue and make informed decisions.

Step 6: Synthesize

Once the analysis phase is complete, it is time to synthesize the information gathered to arrive at a solution. During this step, the focus is on identifying the most viable solution that addresses the problem. This involves examining and combining the analysis results for a clear and concise conclusion.

One way to synthesize the information is to use a decision matrix. This involves creating a table that lists the potential solutions and the essential criteria for making a decision. Each answer is then rated against each standard, and the scores are tallied to arrive at a final decision.

Another approach to synthesizing the information is to use a mind map. This involves creating a visual representation of the problem and the potential solutions. The mind map can identify the relationships between the different pieces of information and help prioritize the solutions.

During the synthesis phase, it is vital to remain open-minded and consider all potential solutions. Involving all stakeholders in the decision-making process is essential to ensure everyone's perspectives are considered.

Step 7: Communicate

After synthesizing the information, the next step is communicating the findings to the relevant stakeholders. This is a crucial step because it helps to ensure that everyone is on the same page and that the decision-making process is transparent.

One effective way to communicate the findings is through a well-organized report. The report should include the problem statement, the analysis, the synthesis, and the recommended solution. It should be clear, concise, and easy to understand.

In addition to the report, a presentation explaining the findings is essential. The presentation should be tailored to the audience and highlight the report's key points. Visual aids such as tables, graphs, and charts can make the presentation more engaging.

During the presentation, it is essential to be open to feedback and questions from the audience. This helps ensure everyone agrees with the recommended solution and addresses concerns or objections.

Effective communication is vital to ensuring the decision-making process is successful. Stakeholders can make informed decisions and work towards a common goal by communicating the findings clearly and concisely.

The 7-step problem-solving process is a powerful tool for helping individuals and organizations make better decisions. By following these steps, individuals can identify the root cause of a problem, prioritize potential solutions, and develop a clear plan of action. This process can be applied to various scenarios, from personal challenges to complex business problems.

Through disaggregation, individuals can break down complex problems into smaller, more manageable parts. By prioritizing potential solutions, individuals can focus their efforts on the most impactful actions. The work step allows individuals to develop a clear action plan, while the analysis step provides a framework for evaluating possible solutions.

The synthesis step combines all the information gathered to develop a comprehensive solution. Finally, the communication step allows individuals to share their answers with others and gather feedback.

By mastering the 7-step problem-solving process, individuals can become more effective decision-makers and problem-solvers. This process can help individuals and organizations save time and resources while improving outcomes. With practice, individuals can develop the skills to apply this process to a wide range of scenarios and make better decisions in all areas of life.

7-Step Problem-Solving Process PPT Template

Free powerpoint and pdf template, executive summary: the 7-step problem-solving process.

problem solving analysis and decision making process

The 7-Step Problem-Solving Process is a robust and systematic method to help individuals and organizations make better decisions by tackling complex issues and finding practical solutions. This process comprises defining the problem, disaggregating it into smaller parts, prioritizing the issues, creating a work plan, analyzing the data, synthesizing the information, and communicating the findings.

By following these steps, individuals can identify the root cause of a problem, break it down into manageable components, and prioritize the most impactful actions. The work plan, analysis, and synthesis steps provide a framework for developing comprehensive solutions, while the communication step ensures transparency and stakeholder engagement.

Mastering this process can improve decision-making and problem-solving capabilities, save time and resources, and improve outcomes in personal and professional contexts.

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35 problem-solving techniques and methods for solving complex problems

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All teams and organizations encounter challenges as they grow. There are problems that might occur for teams when it comes to miscommunication or resolving business-critical issues . You may face challenges around growth , design , user engagement, and even team culture and happiness. In short, problem-solving techniques should be part of every team’s skillset.

Problem-solving methods are primarily designed to help a group or team through a process of first identifying problems and challenges , ideating possible solutions , and then evaluating the most suitable .

Finding effective solutions to complex problems isn’t easy, but by using the right process and techniques, you can help your team be more efficient in the process.

So how do you develop strategies that are engaging, and empower your team to solve problems effectively?

In this blog post, we share a series of problem-solving tools you can use in your next workshop or team meeting. You’ll also find some tips for facilitating the process and how to enable others to solve complex problems.

Let’s get started! 

How do you identify problems?

How do you identify the right solution.

  • Tips for more effective problem-solving

Complete problem-solving methods

  • Problem-solving techniques to identify and analyze problems
  • Problem-solving techniques for developing solutions

Problem-solving warm-up activities

Closing activities for a problem-solving process.

Before you can move towards finding the right solution for a given problem, you first need to identify and define the problem you wish to solve. 

Here, you want to clearly articulate what the problem is and allow your group to do the same. Remember that everyone in a group is likely to have differing perspectives and alignment is necessary in order to help the group move forward. 

Identifying a problem accurately also requires that all members of a group are able to contribute their views in an open and safe manner. It can be scary for people to stand up and contribute, especially if the problems or challenges are emotive or personal in nature. Be sure to try and create a psychologically safe space for these kinds of discussions.

Remember that problem analysis and further discussion are also important. Not taking the time to fully analyze and discuss a challenge can result in the development of solutions that are not fit for purpose or do not address the underlying issue.

Successfully identifying and then analyzing a problem means facilitating a group through activities designed to help them clearly and honestly articulate their thoughts and produce usable insight.

With this data, you might then produce a problem statement that clearly describes the problem you wish to be addressed and also state the goal of any process you undertake to tackle this issue.  

Finding solutions is the end goal of any process. Complex organizational challenges can only be solved with an appropriate solution but discovering them requires using the right problem-solving tool.

After you’ve explored a problem and discussed ideas, you need to help a team discuss and choose the right solution. Consensus tools and methods such as those below help a group explore possible solutions before then voting for the best. They’re a great way to tap into the collective intelligence of the group for great results!

Remember that the process is often iterative. Great problem solvers often roadtest a viable solution in a measured way to see what works too. While you might not get the right solution on your first try, the methods below help teams land on the most likely to succeed solution while also holding space for improvement.

Every effective problem solving process begins with an agenda . A well-structured workshop is one of the best methods for successfully guiding a group from exploring a problem to implementing a solution.

In SessionLab, it’s easy to go from an idea to a complete agenda . Start by dragging and dropping your core problem solving activities into place . Add timings, breaks and necessary materials before sharing your agenda with your colleagues.

The resulting agenda will be your guide to an effective and productive problem solving session that will also help you stay organized on the day!

problem solving analysis and decision making process

Tips for more effective problem solving

Problem-solving activities are only one part of the puzzle. While a great method can help unlock your team’s ability to solve problems, without a thoughtful approach and strong facilitation the solutions may not be fit for purpose.

Let’s take a look at some problem-solving tips you can apply to any process to help it be a success!

Clearly define the problem

Jumping straight to solutions can be tempting, though without first clearly articulating a problem, the solution might not be the right one. Many of the problem-solving activities below include sections where the problem is explored and clearly defined before moving on.

This is a vital part of the problem-solving process and taking the time to fully define an issue can save time and effort later. A clear definition helps identify irrelevant information and it also ensures that your team sets off on the right track.

Don’t jump to conclusions

It’s easy for groups to exhibit cognitive bias or have preconceived ideas about both problems and potential solutions. Be sure to back up any problem statements or potential solutions with facts, research, and adequate forethought.

The best techniques ask participants to be methodical and challenge preconceived notions. Make sure you give the group enough time and space to collect relevant information and consider the problem in a new way. By approaching the process with a clear, rational mindset, you’ll often find that better solutions are more forthcoming.  

Try different approaches  

Problems come in all shapes and sizes and so too should the methods you use to solve them. If you find that one approach isn’t yielding results and your team isn’t finding different solutions, try mixing it up. You’ll be surprised at how using a new creative activity can unblock your team and generate great solutions.

Don’t take it personally 

Depending on the nature of your team or organizational problems, it’s easy for conversations to get heated. While it’s good for participants to be engaged in the discussions, ensure that emotions don’t run too high and that blame isn’t thrown around while finding solutions.

You’re all in it together, and even if your team or area is seeing problems, that isn’t necessarily a disparagement of you personally. Using facilitation skills to manage group dynamics is one effective method of helping conversations be more constructive.

Get the right people in the room

Your problem-solving method is often only as effective as the group using it. Getting the right people on the job and managing the number of people present is important too!

If the group is too small, you may not get enough different perspectives to effectively solve a problem. If the group is too large, you can go round and round during the ideation stages.

Creating the right group makeup is also important in ensuring you have the necessary expertise and skillset to both identify and follow up on potential solutions. Carefully consider who to include at each stage to help ensure your problem-solving method is followed and positioned for success.

Document everything

The best solutions can take refinement, iteration, and reflection to come out. Get into a habit of documenting your process in order to keep all the learnings from the session and to allow ideas to mature and develop. Many of the methods below involve the creation of documents or shared resources. Be sure to keep and share these so everyone can benefit from the work done!

Bring a facilitator 

Facilitation is all about making group processes easier. With a subject as potentially emotive and important as problem-solving, having an impartial third party in the form of a facilitator can make all the difference in finding great solutions and keeping the process moving. Consider bringing a facilitator to your problem-solving session to get better results and generate meaningful solutions!

Develop your problem-solving skills

It takes time and practice to be an effective problem solver. While some roles or participants might more naturally gravitate towards problem-solving, it can take development and planning to help everyone create better solutions.

You might develop a training program, run a problem-solving workshop or simply ask your team to practice using the techniques below. Check out our post on problem-solving skills to see how you and your group can develop the right mental process and be more resilient to issues too!

Design a great agenda

Workshops are a great format for solving problems. With the right approach, you can focus a group and help them find the solutions to their own problems. But designing a process can be time-consuming and finding the right activities can be difficult.

Check out our workshop planning guide to level-up your agenda design and start running more effective workshops. Need inspiration? Check out templates designed by expert facilitators to help you kickstart your process!

In this section, we’ll look at in-depth problem-solving methods that provide a complete end-to-end process for developing effective solutions. These will help guide your team from the discovery and definition of a problem through to delivering the right solution.

If you’re looking for an all-encompassing method or problem-solving model, these processes are a great place to start. They’ll ask your team to challenge preconceived ideas and adopt a mindset for solving problems more effectively.

  • Six Thinking Hats
  • Lightning Decision Jam
  • Problem Definition Process
  • Discovery & Action Dialogue
Design Sprint 2.0
  • Open Space Technology

1. Six Thinking Hats

Individual approaches to solving a problem can be very different based on what team or role an individual holds. It can be easy for existing biases or perspectives to find their way into the mix, or for internal politics to direct a conversation.

Six Thinking Hats is a classic method for identifying the problems that need to be solved and enables your team to consider them from different angles, whether that is by focusing on facts and data, creative solutions, or by considering why a particular solution might not work.

Like all problem-solving frameworks, Six Thinking Hats is effective at helping teams remove roadblocks from a conversation or discussion and come to terms with all the aspects necessary to solve complex problems.

2. Lightning Decision Jam

Featured courtesy of Jonathan Courtney of AJ&Smart Berlin, Lightning Decision Jam is one of those strategies that should be in every facilitation toolbox. Exploring problems and finding solutions is often creative in nature, though as with any creative process, there is the potential to lose focus and get lost.

Unstructured discussions might get you there in the end, but it’s much more effective to use a method that creates a clear process and team focus.

In Lightning Decision Jam, participants are invited to begin by writing challenges, concerns, or mistakes on post-its without discussing them before then being invited by the moderator to present them to the group.

From there, the team vote on which problems to solve and are guided through steps that will allow them to reframe those problems, create solutions and then decide what to execute on. 

By deciding the problems that need to be solved as a team before moving on, this group process is great for ensuring the whole team is aligned and can take ownership over the next stages. 

Lightning Decision Jam (LDJ)   #action   #decision making   #problem solving   #issue analysis   #innovation   #design   #remote-friendly   The problem with anything that requires creative thinking is that it’s easy to get lost—lose focus and fall into the trap of having useless, open-ended, unstructured discussions. Here’s the most effective solution I’ve found: Replace all open, unstructured discussion with a clear process. What to use this exercise for: Anything which requires a group of people to make decisions, solve problems or discuss challenges. It’s always good to frame an LDJ session with a broad topic, here are some examples: The conversion flow of our checkout Our internal design process How we organise events Keeping up with our competition Improving sales flow

3. Problem Definition Process

While problems can be complex, the problem-solving methods you use to identify and solve those problems can often be simple in design. 

By taking the time to truly identify and define a problem before asking the group to reframe the challenge as an opportunity, this method is a great way to enable change.

Begin by identifying a focus question and exploring the ways in which it manifests before splitting into five teams who will each consider the problem using a different method: escape, reversal, exaggeration, distortion or wishful. Teams develop a problem objective and create ideas in line with their method before then feeding them back to the group.

This method is great for enabling in-depth discussions while also creating space for finding creative solutions too!

Problem Definition   #problem solving   #idea generation   #creativity   #online   #remote-friendly   A problem solving technique to define a problem, challenge or opportunity and to generate ideas.

4. The 5 Whys 

Sometimes, a group needs to go further with their strategies and analyze the root cause at the heart of organizational issues. An RCA or root cause analysis is the process of identifying what is at the heart of business problems or recurring challenges. 

The 5 Whys is a simple and effective method of helping a group go find the root cause of any problem or challenge and conduct analysis that will deliver results. 

By beginning with the creation of a problem statement and going through five stages to refine it, The 5 Whys provides everything you need to truly discover the cause of an issue.

The 5 Whys   #hyperisland   #innovation   This simple and powerful method is useful for getting to the core of a problem or challenge. As the title suggests, the group defines a problems, then asks the question “why” five times, often using the resulting explanation as a starting point for creative problem solving.

5. World Cafe

World Cafe is a simple but powerful facilitation technique to help bigger groups to focus their energy and attention on solving complex problems.

World Cafe enables this approach by creating a relaxed atmosphere where participants are able to self-organize and explore topics relevant and important to them which are themed around a central problem-solving purpose. Create the right atmosphere by modeling your space after a cafe and after guiding the group through the method, let them take the lead!

Making problem-solving a part of your organization’s culture in the long term can be a difficult undertaking. More approachable formats like World Cafe can be especially effective in bringing people unfamiliar with workshops into the fold. 

World Cafe   #hyperisland   #innovation   #issue analysis   World Café is a simple yet powerful method, originated by Juanita Brown, for enabling meaningful conversations driven completely by participants and the topics that are relevant and important to them. Facilitators create a cafe-style space and provide simple guidelines. Participants then self-organize and explore a set of relevant topics or questions for conversation.

6. Discovery & Action Dialogue (DAD)

One of the best approaches is to create a safe space for a group to share and discover practices and behaviors that can help them find their own solutions.

With DAD, you can help a group choose which problems they wish to solve and which approaches they will take to do so. It’s great at helping remove resistance to change and can help get buy-in at every level too!

This process of enabling frontline ownership is great in ensuring follow-through and is one of the methods you will want in your toolbox as a facilitator.

Discovery & Action Dialogue (DAD)   #idea generation   #liberating structures   #action   #issue analysis   #remote-friendly   DADs make it easy for a group or community to discover practices and behaviors that enable some individuals (without access to special resources and facing the same constraints) to find better solutions than their peers to common problems. These are called positive deviant (PD) behaviors and practices. DADs make it possible for people in the group, unit, or community to discover by themselves these PD practices. DADs also create favorable conditions for stimulating participants’ creativity in spaces where they can feel safe to invent new and more effective practices. Resistance to change evaporates as participants are unleashed to choose freely which practices they will adopt or try and which problems they will tackle. DADs make it possible to achieve frontline ownership of solutions.

7. Design Sprint 2.0

Want to see how a team can solve big problems and move forward with prototyping and testing solutions in a few days? The Design Sprint 2.0 template from Jake Knapp, author of Sprint, is a complete agenda for a with proven results.

Developing the right agenda can involve difficult but necessary planning. Ensuring all the correct steps are followed can also be stressful or time-consuming depending on your level of experience.

Use this complete 4-day workshop template if you are finding there is no obvious solution to your challenge and want to focus your team around a specific problem that might require a shortcut to launching a minimum viable product or waiting for the organization-wide implementation of a solution.

8. Open space technology

Open space technology- developed by Harrison Owen – creates a space where large groups are invited to take ownership of their problem solving and lead individual sessions. Open space technology is a great format when you have a great deal of expertise and insight in the room and want to allow for different takes and approaches on a particular theme or problem you need to be solved.

Start by bringing your participants together to align around a central theme and focus their efforts. Explain the ground rules to help guide the problem-solving process and then invite members to identify any issue connecting to the central theme that they are interested in and are prepared to take responsibility for.

Once participants have decided on their approach to the core theme, they write their issue on a piece of paper, announce it to the group, pick a session time and place, and post the paper on the wall. As the wall fills up with sessions, the group is then invited to join the sessions that interest them the most and which they can contribute to, then you’re ready to begin!

Everyone joins the problem-solving group they’ve signed up to, record the discussion and if appropriate, findings can then be shared with the rest of the group afterward.

Open Space Technology   #action plan   #idea generation   #problem solving   #issue analysis   #large group   #online   #remote-friendly   Open Space is a methodology for large groups to create their agenda discerning important topics for discussion, suitable for conferences, community gatherings and whole system facilitation

Techniques to identify and analyze problems

Using a problem-solving method to help a team identify and analyze a problem can be a quick and effective addition to any workshop or meeting.

While further actions are always necessary, you can generate momentum and alignment easily, and these activities are a great place to get started.

We’ve put together this list of techniques to help you and your team with problem identification, analysis, and discussion that sets the foundation for developing effective solutions.

Let’s take a look!

  • The Creativity Dice
  • Fishbone Analysis
  • Problem Tree
  • SWOT Analysis
  • Agreement-Certainty Matrix
  • The Journalistic Six
  • LEGO Challenge
  • What, So What, Now What?
  • Journalists

Individual and group perspectives are incredibly important, but what happens if people are set in their minds and need a change of perspective in order to approach a problem more effectively?

Flip It is a method we love because it is both simple to understand and run, and allows groups to understand how their perspectives and biases are formed. 

Participants in Flip It are first invited to consider concerns, issues, or problems from a perspective of fear and write them on a flip chart. Then, the group is asked to consider those same issues from a perspective of hope and flip their understanding.  

No problem and solution is free from existing bias and by changing perspectives with Flip It, you can then develop a problem solving model quickly and effectively.

Flip It!   #gamestorming   #problem solving   #action   Often, a change in a problem or situation comes simply from a change in our perspectives. Flip It! is a quick game designed to show players that perspectives are made, not born.

10. The Creativity Dice

One of the most useful problem solving skills you can teach your team is of approaching challenges with creativity, flexibility, and openness. Games like The Creativity Dice allow teams to overcome the potential hurdle of too much linear thinking and approach the process with a sense of fun and speed. 

In The Creativity Dice, participants are organized around a topic and roll a dice to determine what they will work on for a period of 3 minutes at a time. They might roll a 3 and work on investigating factual information on the chosen topic. They might roll a 1 and work on identifying the specific goals, standards, or criteria for the session.

Encouraging rapid work and iteration while asking participants to be flexible are great skills to cultivate. Having a stage for idea incubation in this game is also important. Moments of pause can help ensure the ideas that are put forward are the most suitable. 

The Creativity Dice   #creativity   #problem solving   #thiagi   #issue analysis   Too much linear thinking is hazardous to creative problem solving. To be creative, you should approach the problem (or the opportunity) from different points of view. You should leave a thought hanging in mid-air and move to another. This skipping around prevents premature closure and lets your brain incubate one line of thought while you consciously pursue another.

11. Fishbone Analysis

Organizational or team challenges are rarely simple, and it’s important to remember that one problem can be an indication of something that goes deeper and may require further consideration to be solved.

Fishbone Analysis helps groups to dig deeper and understand the origins of a problem. It’s a great example of a root cause analysis method that is simple for everyone on a team to get their head around. 

Participants in this activity are asked to annotate a diagram of a fish, first adding the problem or issue to be worked on at the head of a fish before then brainstorming the root causes of the problem and adding them as bones on the fish. 

Using abstractions such as a diagram of a fish can really help a team break out of their regular thinking and develop a creative approach.

Fishbone Analysis   #problem solving   ##root cause analysis   #decision making   #online facilitation   A process to help identify and understand the origins of problems, issues or observations.

12. Problem Tree 

Encouraging visual thinking can be an essential part of many strategies. By simply reframing and clarifying problems, a group can move towards developing a problem solving model that works for them. 

In Problem Tree, groups are asked to first brainstorm a list of problems – these can be design problems, team problems or larger business problems – and then organize them into a hierarchy. The hierarchy could be from most important to least important or abstract to practical, though the key thing with problem solving games that involve this aspect is that your group has some way of managing and sorting all the issues that are raised.

Once you have a list of problems that need to be solved and have organized them accordingly, you’re then well-positioned for the next problem solving steps.

Problem tree   #define intentions   #create   #design   #issue analysis   A problem tree is a tool to clarify the hierarchy of problems addressed by the team within a design project; it represents high level problems or related sublevel problems.

13. SWOT Analysis

Chances are you’ve heard of the SWOT Analysis before. This problem-solving method focuses on identifying strengths, weaknesses, opportunities, and threats is a tried and tested method for both individuals and teams.

Start by creating a desired end state or outcome and bare this in mind – any process solving model is made more effective by knowing what you are moving towards. Create a quadrant made up of the four categories of a SWOT analysis and ask participants to generate ideas based on each of those quadrants.

Once you have those ideas assembled in their quadrants, cluster them together based on their affinity with other ideas. These clusters are then used to facilitate group conversations and move things forward. 

SWOT analysis   #gamestorming   #problem solving   #action   #meeting facilitation   The SWOT Analysis is a long-standing technique of looking at what we have, with respect to the desired end state, as well as what we could improve on. It gives us an opportunity to gauge approaching opportunities and dangers, and assess the seriousness of the conditions that affect our future. When we understand those conditions, we can influence what comes next.

14. Agreement-Certainty Matrix

Not every problem-solving approach is right for every challenge, and deciding on the right method for the challenge at hand is a key part of being an effective team.

The Agreement Certainty matrix helps teams align on the nature of the challenges facing them. By sorting problems from simple to chaotic, your team can understand what methods are suitable for each problem and what they can do to ensure effective results. 

If you are already using Liberating Structures techniques as part of your problem-solving strategy, the Agreement-Certainty Matrix can be an invaluable addition to your process. We’ve found it particularly if you are having issues with recurring problems in your organization and want to go deeper in understanding the root cause. 

Agreement-Certainty Matrix   #issue analysis   #liberating structures   #problem solving   You can help individuals or groups avoid the frequent mistake of trying to solve a problem with methods that are not adapted to the nature of their challenge. The combination of two questions makes it possible to easily sort challenges into four categories: simple, complicated, complex , and chaotic .  A problem is simple when it can be solved reliably with practices that are easy to duplicate.  It is complicated when experts are required to devise a sophisticated solution that will yield the desired results predictably.  A problem is complex when there are several valid ways to proceed but outcomes are not predictable in detail.  Chaotic is when the context is too turbulent to identify a path forward.  A loose analogy may be used to describe these differences: simple is like following a recipe, complicated like sending a rocket to the moon, complex like raising a child, and chaotic is like the game “Pin the Tail on the Donkey.”  The Liberating Structures Matching Matrix in Chapter 5 can be used as the first step to clarify the nature of a challenge and avoid the mismatches between problems and solutions that are frequently at the root of chronic, recurring problems.

Organizing and charting a team’s progress can be important in ensuring its success. SQUID (Sequential Question and Insight Diagram) is a great model that allows a team to effectively switch between giving questions and answers and develop the skills they need to stay on track throughout the process. 

Begin with two different colored sticky notes – one for questions and one for answers – and with your central topic (the head of the squid) on the board. Ask the group to first come up with a series of questions connected to their best guess of how to approach the topic. Ask the group to come up with answers to those questions, fix them to the board and connect them with a line. After some discussion, go back to question mode by responding to the generated answers or other points on the board.

It’s rewarding to see a diagram grow throughout the exercise, and a completed SQUID can provide a visual resource for future effort and as an example for other teams.

SQUID   #gamestorming   #project planning   #issue analysis   #problem solving   When exploring an information space, it’s important for a group to know where they are at any given time. By using SQUID, a group charts out the territory as they go and can navigate accordingly. SQUID stands for Sequential Question and Insight Diagram.

16. Speed Boat

To continue with our nautical theme, Speed Boat is a short and sweet activity that can help a team quickly identify what employees, clients or service users might have a problem with and analyze what might be standing in the way of achieving a solution.

Methods that allow for a group to make observations, have insights and obtain those eureka moments quickly are invaluable when trying to solve complex problems.

In Speed Boat, the approach is to first consider what anchors and challenges might be holding an organization (or boat) back. Bonus points if you are able to identify any sharks in the water and develop ideas that can also deal with competitors!   

Speed Boat   #gamestorming   #problem solving   #action   Speedboat is a short and sweet way to identify what your employees or clients don’t like about your product/service or what’s standing in the way of a desired goal.

17. The Journalistic Six

Some of the most effective ways of solving problems is by encouraging teams to be more inclusive and diverse in their thinking.

Based on the six key questions journalism students are taught to answer in articles and news stories, The Journalistic Six helps create teams to see the whole picture. By using who, what, when, where, why, and how to facilitate the conversation and encourage creative thinking, your team can make sure that the problem identification and problem analysis stages of the are covered exhaustively and thoughtfully. Reporter’s notebook and dictaphone optional.

The Journalistic Six – Who What When Where Why How   #idea generation   #issue analysis   #problem solving   #online   #creative thinking   #remote-friendly   A questioning method for generating, explaining, investigating ideas.

18. LEGO Challenge

Now for an activity that is a little out of the (toy) box. LEGO Serious Play is a facilitation methodology that can be used to improve creative thinking and problem-solving skills. 

The LEGO Challenge includes giving each member of the team an assignment that is hidden from the rest of the group while they create a structure without speaking.

What the LEGO challenge brings to the table is a fun working example of working with stakeholders who might not be on the same page to solve problems. Also, it’s LEGO! Who doesn’t love LEGO! 

LEGO Challenge   #hyperisland   #team   A team-building activity in which groups must work together to build a structure out of LEGO, but each individual has a secret “assignment” which makes the collaborative process more challenging. It emphasizes group communication, leadership dynamics, conflict, cooperation, patience and problem solving strategy.

19. What, So What, Now What?

If not carefully managed, the problem identification and problem analysis stages of the problem-solving process can actually create more problems and misunderstandings.

The What, So What, Now What? problem-solving activity is designed to help collect insights and move forward while also eliminating the possibility of disagreement when it comes to identifying, clarifying, and analyzing organizational or work problems. 

Facilitation is all about bringing groups together so that might work on a shared goal and the best problem-solving strategies ensure that teams are aligned in purpose, if not initially in opinion or insight.

Throughout the three steps of this game, you give everyone on a team to reflect on a problem by asking what happened, why it is important, and what actions should then be taken. 

This can be a great activity for bringing our individual perceptions about a problem or challenge and contextualizing it in a larger group setting. This is one of the most important problem-solving skills you can bring to your organization.

W³ – What, So What, Now What?   #issue analysis   #innovation   #liberating structures   You can help groups reflect on a shared experience in a way that builds understanding and spurs coordinated action while avoiding unproductive conflict. It is possible for every voice to be heard while simultaneously sifting for insights and shaping new direction. Progressing in stages makes this practical—from collecting facts about What Happened to making sense of these facts with So What and finally to what actions logically follow with Now What . The shared progression eliminates most of the misunderstandings that otherwise fuel disagreements about what to do. Voila!

20. Journalists  

Problem analysis can be one of the most important and decisive stages of all problem-solving tools. Sometimes, a team can become bogged down in the details and are unable to move forward.

Journalists is an activity that can avoid a group from getting stuck in the problem identification or problem analysis stages of the process.

In Journalists, the group is invited to draft the front page of a fictional newspaper and figure out what stories deserve to be on the cover and what headlines those stories will have. By reframing how your problems and challenges are approached, you can help a team move productively through the process and be better prepared for the steps to follow.

Journalists   #vision   #big picture   #issue analysis   #remote-friendly   This is an exercise to use when the group gets stuck in details and struggles to see the big picture. Also good for defining a vision.

Problem-solving techniques for developing solutions 

The success of any problem-solving process can be measured by the solutions it produces. After you’ve defined the issue, explored existing ideas, and ideated, it’s time to narrow down to the correct solution.

Use these problem-solving techniques when you want to help your team find consensus, compare possible solutions, and move towards taking action on a particular problem.

  • Improved Solutions
  • Four-Step Sketch
  • 15% Solutions
  • How-Now-Wow matrix
  • Impact Effort Matrix

21. Mindspin  

Brainstorming is part of the bread and butter of the problem-solving process and all problem-solving strategies benefit from getting ideas out and challenging a team to generate solutions quickly. 

With Mindspin, participants are encouraged not only to generate ideas but to do so under time constraints and by slamming down cards and passing them on. By doing multiple rounds, your team can begin with a free generation of possible solutions before moving on to developing those solutions and encouraging further ideation. 

This is one of our favorite problem-solving activities and can be great for keeping the energy up throughout the workshop. Remember the importance of helping people become engaged in the process – energizing problem-solving techniques like Mindspin can help ensure your team stays engaged and happy, even when the problems they’re coming together to solve are complex. 

MindSpin   #teampedia   #idea generation   #problem solving   #action   A fast and loud method to enhance brainstorming within a team. Since this activity has more than round ideas that are repetitive can be ruled out leaving more creative and innovative answers to the challenge.

22. Improved Solutions

After a team has successfully identified a problem and come up with a few solutions, it can be tempting to call the work of the problem-solving process complete. That said, the first solution is not necessarily the best, and by including a further review and reflection activity into your problem-solving model, you can ensure your group reaches the best possible result. 

One of a number of problem-solving games from Thiagi Group, Improved Solutions helps you go the extra mile and develop suggested solutions with close consideration and peer review. By supporting the discussion of several problems at once and by shifting team roles throughout, this problem-solving technique is a dynamic way of finding the best solution. 

Improved Solutions   #creativity   #thiagi   #problem solving   #action   #team   You can improve any solution by objectively reviewing its strengths and weaknesses and making suitable adjustments. In this creativity framegame, you improve the solutions to several problems. To maintain objective detachment, you deal with a different problem during each of six rounds and assume different roles (problem owner, consultant, basher, booster, enhancer, and evaluator) during each round. At the conclusion of the activity, each player ends up with two solutions to her problem.

23. Four Step Sketch

Creative thinking and visual ideation does not need to be confined to the opening stages of your problem-solving strategies. Exercises that include sketching and prototyping on paper can be effective at the solution finding and development stage of the process, and can be great for keeping a team engaged. 

By going from simple notes to a crazy 8s round that involves rapidly sketching 8 variations on their ideas before then producing a final solution sketch, the group is able to iterate quickly and visually. Problem-solving techniques like Four-Step Sketch are great if you have a group of different thinkers and want to change things up from a more textual or discussion-based approach.

Four-Step Sketch   #design sprint   #innovation   #idea generation   #remote-friendly   The four-step sketch is an exercise that helps people to create well-formed concepts through a structured process that includes: Review key information Start design work on paper,  Consider multiple variations , Create a detailed solution . This exercise is preceded by a set of other activities allowing the group to clarify the challenge they want to solve. See how the Four Step Sketch exercise fits into a Design Sprint

24. 15% Solutions

Some problems are simpler than others and with the right problem-solving activities, you can empower people to take immediate actions that can help create organizational change. 

Part of the liberating structures toolkit, 15% solutions is a problem-solving technique that focuses on finding and implementing solutions quickly. A process of iterating and making small changes quickly can help generate momentum and an appetite for solving complex problems.

Problem-solving strategies can live and die on whether people are onboard. Getting some quick wins is a great way of getting people behind the process.   

It can be extremely empowering for a team to realize that problem-solving techniques can be deployed quickly and easily and delineate between things they can positively impact and those things they cannot change. 

15% Solutions   #action   #liberating structures   #remote-friendly   You can reveal the actions, however small, that everyone can do immediately. At a minimum, these will create momentum, and that may make a BIG difference.  15% Solutions show that there is no reason to wait around, feel powerless, or fearful. They help people pick it up a level. They get individuals and the group to focus on what is within their discretion instead of what they cannot change.  With a very simple question, you can flip the conversation to what can be done and find solutions to big problems that are often distributed widely in places not known in advance. Shifting a few grains of sand may trigger a landslide and change the whole landscape.

25. How-Now-Wow Matrix

The problem-solving process is often creative, as complex problems usually require a change of thinking and creative response in order to find the best solutions. While it’s common for the first stages to encourage creative thinking, groups can often gravitate to familiar solutions when it comes to the end of the process. 

When selecting solutions, you don’t want to lose your creative energy! The How-Now-Wow Matrix from Gamestorming is a great problem-solving activity that enables a group to stay creative and think out of the box when it comes to selecting the right solution for a given problem.

Problem-solving techniques that encourage creative thinking and the ideation and selection of new solutions can be the most effective in organisational change. Give the How-Now-Wow Matrix a go, and not just for how pleasant it is to say out loud. 

How-Now-Wow Matrix   #gamestorming   #idea generation   #remote-friendly   When people want to develop new ideas, they most often think out of the box in the brainstorming or divergent phase. However, when it comes to convergence, people often end up picking ideas that are most familiar to them. This is called a ‘creative paradox’ or a ‘creadox’. The How-Now-Wow matrix is an idea selection tool that breaks the creadox by forcing people to weigh each idea on 2 parameters.

26. Impact and Effort Matrix

All problem-solving techniques hope to not only find solutions to a given problem or challenge but to find the best solution. When it comes to finding a solution, groups are invited to put on their decision-making hats and really think about how a proposed idea would work in practice. 

The Impact and Effort Matrix is one of the problem-solving techniques that fall into this camp, empowering participants to first generate ideas and then categorize them into a 2×2 matrix based on impact and effort.

Activities that invite critical thinking while remaining simple are invaluable. Use the Impact and Effort Matrix to move from ideation and towards evaluating potential solutions before then committing to them. 

Impact and Effort Matrix   #gamestorming   #decision making   #action   #remote-friendly   In this decision-making exercise, possible actions are mapped based on two factors: effort required to implement and potential impact. Categorizing ideas along these lines is a useful technique in decision making, as it obliges contributors to balance and evaluate suggested actions before committing to them.

27. Dotmocracy

If you’ve followed each of the problem-solving steps with your group successfully, you should move towards the end of your process with heaps of possible solutions developed with a specific problem in mind. But how do you help a group go from ideation to putting a solution into action? 

Dotmocracy – or Dot Voting -is a tried and tested method of helping a team in the problem-solving process make decisions and put actions in place with a degree of oversight and consensus. 

One of the problem-solving techniques that should be in every facilitator’s toolbox, Dot Voting is fast and effective and can help identify the most popular and best solutions and help bring a group to a decision effectively. 

Dotmocracy   #action   #decision making   #group prioritization   #hyperisland   #remote-friendly   Dotmocracy is a simple method for group prioritization or decision-making. It is not an activity on its own, but a method to use in processes where prioritization or decision-making is the aim. The method supports a group to quickly see which options are most popular or relevant. The options or ideas are written on post-its and stuck up on a wall for the whole group to see. Each person votes for the options they think are the strongest, and that information is used to inform a decision.

All facilitators know that warm-ups and icebreakers are useful for any workshop or group process. Problem-solving workshops are no different.

Use these problem-solving techniques to warm up a group and prepare them for the rest of the process. Activating your group by tapping into some of the top problem-solving skills can be one of the best ways to see great outcomes from your session.

  • Check-in/Check-out
  • Doodling Together
  • Show and Tell
  • Constellations
  • Draw a Tree

28. Check-in / Check-out

Solid processes are planned from beginning to end, and the best facilitators know that setting the tone and establishing a safe, open environment can be integral to a successful problem-solving process.

Check-in / Check-out is a great way to begin and/or bookend a problem-solving workshop. Checking in to a session emphasizes that everyone will be seen, heard, and expected to contribute. 

If you are running a series of meetings, setting a consistent pattern of checking in and checking out can really help your team get into a groove. We recommend this opening-closing activity for small to medium-sized groups though it can work with large groups if they’re disciplined!

Check-in / Check-out   #team   #opening   #closing   #hyperisland   #remote-friendly   Either checking-in or checking-out is a simple way for a team to open or close a process, symbolically and in a collaborative way. Checking-in/out invites each member in a group to be present, seen and heard, and to express a reflection or a feeling. Checking-in emphasizes presence, focus and group commitment; checking-out emphasizes reflection and symbolic closure.

29. Doodling Together  

Thinking creatively and not being afraid to make suggestions are important problem-solving skills for any group or team, and warming up by encouraging these behaviors is a great way to start. 

Doodling Together is one of our favorite creative ice breaker games – it’s quick, effective, and fun and can make all following problem-solving steps easier by encouraging a group to collaborate visually. By passing cards and adding additional items as they go, the workshop group gets into a groove of co-creation and idea development that is crucial to finding solutions to problems. 

Doodling Together   #collaboration   #creativity   #teamwork   #fun   #team   #visual methods   #energiser   #icebreaker   #remote-friendly   Create wild, weird and often funny postcards together & establish a group’s creative confidence.

30. Show and Tell

You might remember some version of Show and Tell from being a kid in school and it’s a great problem-solving activity to kick off a session.

Asking participants to prepare a little something before a workshop by bringing an object for show and tell can help them warm up before the session has even begun! Games that include a physical object can also help encourage early engagement before moving onto more big-picture thinking.

By asking your participants to tell stories about why they chose to bring a particular item to the group, you can help teams see things from new perspectives and see both differences and similarities in the way they approach a topic. Great groundwork for approaching a problem-solving process as a team! 

Show and Tell   #gamestorming   #action   #opening   #meeting facilitation   Show and Tell taps into the power of metaphors to reveal players’ underlying assumptions and associations around a topic The aim of the game is to get a deeper understanding of stakeholders’ perspectives on anything—a new project, an organizational restructuring, a shift in the company’s vision or team dynamic.

31. Constellations

Who doesn’t love stars? Constellations is a great warm-up activity for any workshop as it gets people up off their feet, energized, and ready to engage in new ways with established topics. It’s also great for showing existing beliefs, biases, and patterns that can come into play as part of your session.

Using warm-up games that help build trust and connection while also allowing for non-verbal responses can be great for easing people into the problem-solving process and encouraging engagement from everyone in the group. Constellations is great in large spaces that allow for movement and is definitely a practical exercise to allow the group to see patterns that are otherwise invisible. 

Constellations   #trust   #connection   #opening   #coaching   #patterns   #system   Individuals express their response to a statement or idea by standing closer or further from a central object. Used with teams to reveal system, hidden patterns, perspectives.

32. Draw a Tree

Problem-solving games that help raise group awareness through a central, unifying metaphor can be effective ways to warm-up a group in any problem-solving model.

Draw a Tree is a simple warm-up activity you can use in any group and which can provide a quick jolt of energy. Start by asking your participants to draw a tree in just 45 seconds – they can choose whether it will be abstract or realistic. 

Once the timer is up, ask the group how many people included the roots of the tree and use this as a means to discuss how we can ignore important parts of any system simply because they are not visible.

All problem-solving strategies are made more effective by thinking of problems critically and by exposing things that may not normally come to light. Warm-up games like Draw a Tree are great in that they quickly demonstrate some key problem-solving skills in an accessible and effective way.

Draw a Tree   #thiagi   #opening   #perspectives   #remote-friendly   With this game you can raise awarness about being more mindful, and aware of the environment we live in.

Each step of the problem-solving workshop benefits from an intelligent deployment of activities, games, and techniques. Bringing your session to an effective close helps ensure that solutions are followed through on and that you also celebrate what has been achieved.

Here are some problem-solving activities you can use to effectively close a workshop or meeting and ensure the great work you’ve done can continue afterward.

  • One Breath Feedback
  • Who What When Matrix
  • Response Cards

How do I conclude a problem-solving process?

All good things must come to an end. With the bulk of the work done, it can be tempting to conclude your workshop swiftly and without a moment to debrief and align. This can be problematic in that it doesn’t allow your team to fully process the results or reflect on the process.

At the end of an effective session, your team will have gone through a process that, while productive, can be exhausting. It’s important to give your group a moment to take a breath, ensure that they are clear on future actions, and provide short feedback before leaving the space. 

The primary purpose of any problem-solving method is to generate solutions and then implement them. Be sure to take the opportunity to ensure everyone is aligned and ready to effectively implement the solutions you produced in the workshop.

Remember that every process can be improved and by giving a short moment to collect feedback in the session, you can further refine your problem-solving methods and see further success in the future too.

33. One Breath Feedback

Maintaining attention and focus during the closing stages of a problem-solving workshop can be tricky and so being concise when giving feedback can be important. It’s easy to incur “death by feedback” should some team members go on for too long sharing their perspectives in a quick feedback round. 

One Breath Feedback is a great closing activity for workshops. You give everyone an opportunity to provide feedback on what they’ve done but only in the space of a single breath. This keeps feedback short and to the point and means that everyone is encouraged to provide the most important piece of feedback to them. 

One breath feedback   #closing   #feedback   #action   This is a feedback round in just one breath that excels in maintaining attention: each participants is able to speak during just one breath … for most people that’s around 20 to 25 seconds … unless of course you’ve been a deep sea diver in which case you’ll be able to do it for longer.

34. Who What When Matrix 

Matrices feature as part of many effective problem-solving strategies and with good reason. They are easily recognizable, simple to use, and generate results.

The Who What When Matrix is a great tool to use when closing your problem-solving session by attributing a who, what and when to the actions and solutions you have decided upon. The resulting matrix is a simple, easy-to-follow way of ensuring your team can move forward. 

Great solutions can’t be enacted without action and ownership. Your problem-solving process should include a stage for allocating tasks to individuals or teams and creating a realistic timeframe for those solutions to be implemented or checked out. Use this method to keep the solution implementation process clear and simple for all involved. 

Who/What/When Matrix   #gamestorming   #action   #project planning   With Who/What/When matrix, you can connect people with clear actions they have defined and have committed to.

35. Response cards

Group discussion can comprise the bulk of most problem-solving activities and by the end of the process, you might find that your team is talked out! 

Providing a means for your team to give feedback with short written notes can ensure everyone is head and can contribute without the need to stand up and talk. Depending on the needs of the group, giving an alternative can help ensure everyone can contribute to your problem-solving model in the way that makes the most sense for them.

Response Cards is a great way to close a workshop if you are looking for a gentle warm-down and want to get some swift discussion around some of the feedback that is raised. 

Response Cards   #debriefing   #closing   #structured sharing   #questions and answers   #thiagi   #action   It can be hard to involve everyone during a closing of a session. Some might stay in the background or get unheard because of louder participants. However, with the use of Response Cards, everyone will be involved in providing feedback or clarify questions at the end of a session.

Save time and effort discovering the right solutions

A structured problem solving process is a surefire way of solving tough problems, discovering creative solutions and driving organizational change. But how can you design for successful outcomes?

With SessionLab, it’s easy to design engaging workshops that deliver results. Drag, drop and reorder blocks  to build your agenda. When you make changes or update your agenda, your session  timing   adjusts automatically , saving you time on manual adjustments.

Collaborating with stakeholders or clients? Share your agenda with a single click and collaborate in real-time. No more sending documents back and forth over email.

Explore  how to use SessionLab  to design effective problem solving workshops or  watch this five minute video  to see the planner in action!

problem solving analysis and decision making process

Over to you

The problem-solving process can often be as complicated and multifaceted as the problems they are set-up to solve. With the right problem-solving techniques and a mix of creative exercises designed to guide discussion and generate purposeful ideas, we hope we’ve given you the tools to find the best solutions as simply and easily as possible.

Is there a problem-solving technique that you are missing here? Do you have a favorite activity or method you use when facilitating? Let us know in the comments below, we’d love to hear from you! 

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thank you very much for these excellent techniques

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Certainly wonderful article, very detailed. Shared!

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Your list of techniques for problem solving can be helpfully extended by adding TRIZ to the list of techniques. TRIZ has 40 problem solving techniques derived from methods inventros and patent holders used to get new patents. About 10-12 are general approaches. many organization sponsor classes in TRIZ that are used to solve business problems or general organiztational problems. You can take a look at TRIZ and dwonload a free internet booklet to see if you feel it shound be included per your selection process.

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MindManager Blog

Nine essential problem solving tools: The ultimate guide to finding a solution

October 26, 2023 by MindManager Blog

Problem solving may unfold differently depending on the industry, or even the department you work in. However, most agree that before you can fix any issue, you need to be clear on what it is, why it’s happening, and what your ideal long-term solution will achieve.

Understanding both the nature and the cause of a problem is the only way to figure out which actions will help you resolve it.

Given that most problem-solving processes are part inspiration and part perspiration, you’ll be more successful if you can reach for a problem solving tool that facilitates collaboration, encourages creative thinking, and makes it easier to implement the fix you devise.

The problem solving tools include three unique categories: problem solving diagrams, problem solving mind maps, and problem solving software solutions.

They include:

  • Fishbone diagrams
  • Strategy maps
  • Mental maps
  • Concept maps
  • Layered process audit software
  • Charting software
  • MindManager

In this article, we’ve put together a roundup of versatile problem solving tools and software to help you and your team map out and repair workplace issues as efficiently as possible.

Let’s get started!

Problem solving diagrams

Mapping your way out of a problem is the simplest way to see where you are, and where you need to end up.

Not only do visual problem maps let you plot the most efficient route from Point A (dysfunctional situation) to Point B (flawless process), problem mapping diagrams make it easier to see:

  • The root cause of a dilemma.
  • The steps, resources, and personnel associated with each possible solution.
  • The least time-consuming, most cost-effective options.

A visual problem solving process help to solidify understanding. Furthermore, it’s a great way for you and your team to transform abstract ideas into a practical, reconstructive plan.

Here are three examples of common problem mapping diagrams you can try with your team:

1. Fishbone diagrams

Fishbone diagrams are a common problem solving tool so-named because, once complete, they resemble the skeleton of a fish.

With the possible root causes of an issue (the ribs) branching off from either side of a spine line attached to the head (the problem), dynamic fishbone diagrams let you:

  • Lay out a related set of possible reasons for an existing problem
  • Investigate each possibility by breaking it out into sub-causes
  • See how contributing factors relate to one another

MindManager Fishbone Diagram 1

Fishbone diagrams are also known as cause and effect or Ishikawa diagrams.

2. Flowcharts

A flowchart is an easy-to-understand diagram with a variety of applications. But you can use it to outline and examine how the steps of a flawed process connect.

Flowchart | MindManager

Made up of a few simple symbols linked with arrows indicating workflow direction, flowcharts clearly illustrate what happens at each stage of a process – and how each event impacts other events and decisions.

3. Strategy maps

Frequently used as a strategic planning tool, strategy maps also work well as problem mapping diagrams. Based on a hierarchal system, thoughts and ideas can be arranged on a single page to flesh out a potential resolution.

Strategy Toolkit MindManager 2018

Once you’ve got a few tactics you feel are worth exploring as possible ways to overcome a challenge, a strategy map will help you establish the best route to your problem-solving goal.

Problem solving mind maps

Problem solving mind maps are especially valuable in visualization. Because they facilitate the brainstorming process that plays a key role in both root cause analysis and the identification of potential solutions, they help make problems more solvable.

Mind maps are diagrams that represent your thinking. Since many people struggle taking or working with hand-written or typed notes, mind maps were designed to let you lay out and structure your thoughts visually so you can play with ideas, concepts, and solutions the same way your brain does.

By starting with a single notion that branches out into greater detail, problem solving mind maps make it easy to:

  • Explain unfamiliar problems or processes in less time
  • Share and elaborate on novel ideas
  • Achieve better group comprehension that can lead to more effective solutions

Mind maps are a valuable problem solving tool because they’re geared toward bringing out the flexible thinking that creative solutions require. Here are three types of problem solving mind maps you can use to facilitate the brainstorming process.

4. Mental maps

A mental map helps you get your thoughts about what might be causing a workplace issue out of your head and onto a shared digital space.

Mental Map | MindManager Blog

Because mental maps mirror the way our brains take in and analyze new information, using them to describe your theories visually will help you and your team work through and test those thought models.

5. Idea maps

Mental Map | MindManager Blog

Idea maps let you take advantage of a wide assortment of colors and images to lay down and organize your scattered thought process. Idea maps are ideal brainstorming tools because they allow you to present and explore ideas about the best way to solve a problem collaboratively, and with a shared sense of enthusiasm for outside-the-box thinking.

6. Concept maps

Concept maps are one of the best ways to shape your thoughts around a potential solution because they let you create interlinked, visual representations of intricate concepts.

Concept Map | MindManager Blog

By laying out your suggested problem-solving process digitally – and using lines to form and define relationship connections – your group will be able to see how each piece of the solution puzzle connects with another.

Problem solving software solutions

Problem solving software is the best way to take advantage of multiple problem solving tools in one platform. While some software programs are geared toward specific industries or processes – like manufacturing or customer relationship management, for example – others, like MindManager , are purpose-built to work across multiple trades, departments, and teams.

Here are three problem-solving software examples.

7. Layered process audit software

Layered process audits (LPAs) help companies oversee production processes and keep an eye on the cost and quality of the goods they create. Dedicated LPA software makes problem solving easier for manufacturers because it helps them see where costly leaks are occurring and allows all levels of management to get involved in repairing those leaks.

8. Charting software

Charting software comes in all shapes and sizes to fit a variety of business sectors. Pareto charts, for example, combine bar charts with line graphs so companies can compare different problems or contributing factors to determine their frequency, cost, and significance. Charting software is often used in marketing, where a variety of bar charts and X-Y axis diagrams make it possible to display and examine competitor profiles, customer segmentation, and sales trends.

9. MindManager

No matter where you work, or what your problem-solving role looks like, MindManager is a problem solving software that will make your team more productive in figuring out why a process, plan, or project isn’t working the way it should.

Once you know why an obstruction, shortfall, or difficulty exists, you can use MindManager’s wide range of brainstorming and problem mapping diagrams to:

  • Find the most promising way to correct the situation
  • Activate your chosen solution, and
  • Conduct regular checks to make sure your repair work is sustainable

MindManager is the ultimate problem solving software.

Not only is it versatile enough to use as your go-to system for puzzling out all types of workplace problems, MindManager’s built-in forecasting tools, timeline charts, and warning indicators let you plan, implement, and monitor your solutions.

By allowing your group to work together more effectively to break down problems, uncover solutions, and rebuild processes and workflows, MindManager’s versatile collection of problem solving tools will help make everyone on your team a more efficient problem solver.

Download a free trial today to get started!

Ready to take the next step?

MindManager helps boost collaboration and productivity among remote and hybrid teams to achieve better results, faster.

problem solving analysis and decision making process

Why choose MindManager?

MindManager® helps individuals, teams, and enterprises bring greater clarity and structure to plans, projects, and processes. It provides visual productivity tools and mind mapping software to help take you and your organization to where you want to be.

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Decision Making: a Theoretical Review

  • Regular Article
  • Published: 15 November 2021
  • Volume 56 , pages 609–629, ( 2022 )

Cite this article

problem solving analysis and decision making process

  • Matteo Morelli 1 ,
  • Maria Casagrande   ORCID: orcid.org/0000-0002-4430-3367 2 &
  • Giuseppe Forte 1 , 3  

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Decision-making is a crucial skill that has a central role in everyday life and is necessary for adaptation to the environment and autonomy. It is the ability to choose between two or more options, and it has been studied through several theoretical approaches and by different disciplines. In this overview article, we contend a theoretical review regarding most theorizing and research on decision-making. Specifically, we focused on different levels of analyses, including different theoretical approaches and neuropsychological aspects. Moreover, common methodological measures adopted to study decision-making were reported. This theoretical review emphasizes multiple levels of analysis and aims to summarize evidence regarding this fundamental human process. Although several aspects of the field are reported, more features of decision-making process remain uncertain and need to be clarified. Further experimental studies are necessary for understanding this process better and for integrating and refining the existing theories.

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Quantitative Analysis: A Key Approach in Data Driven Decision-Making

Master data-driven decision-making with quantitative analysis. Uncover key insights and strategies to propel your business forward.

In a world increasingly driven by data, the importance of quantitative analysis cannot be overstated. From the financial markets to public health, the ability to decipher complex datasets and extract meaningful information is a critical skill for decision-making. This blog post delves into the essence of quantitative analysis, providing an in-depth exploration of its fundamentals, methodologies, applications, and the challenges and opportunities it presents.

I remember my first encounter with quantitative analysis during my undergraduate studies. As a psychology major, I was initially intimidated by the prospect of working with numbers and statistics. However, as I delved deeper into the subject, I began to appreciate the power of quantitative methods in uncovering patterns and trends that would otherwise remain hidden.

The Basics of Quantitative Analysis

Quantitative analysis refers to a methodological approach whereby data is collected and analyzed numerically. At its core, it is the process of turning observations into numbers and processing these numbers to reach conclusions. Used across various sectors, this method provides a systematic empirical investigation of observable phenomena via computational, statistical, and mathematical tools.

Differentiating Quantitative from Qualitative Analysis

Quantitative analysis often contrasts with qualitative analysis, which emphasizes understanding phenomena through a more descriptive and subjective lens. While qualitative research explores the 'why' and 'how' of decision processes, quantitative analysis seeks to answer questions of 'how many' or 'how much.' This distinction is crucial as it aligns the type of analysis with the nature of the problem at hand.

In my own research, I've found that a combination of both quantitative and qualitative methods often yields the most comprehensive understanding of a given phenomenon. While quantitative data provides the objective backbone, qualitative insights add depth and context to the numbers.

Real-life Applications of Quantitative Analysis

The applicability of quantitative analysis is extensive. It aids businesses in understanding market trends, enables economists to forecast economic shifts, and assists scientists in testing theoretical models. In healthcare, it can be employed to evaluate treatment outcomes or understand the prevalence of diseases within a population. These examples only scratch the surface of how deeply ingrained this analytical approach is in contemporary data analysis practices.

I've personally witnessed the impact of quantitative analysis in the field of education. By analyzing student performance data, educators can identify areas where students are struggling and develop targeted interventions to improve learning outcomes. This data-driven approach has revolutionized the way we think about teaching and learning.

The Impact of Quantitative Analysis in Decision-making

Quantitative analysis significantly impacts decision-making processes as it provides objective evidence that can be used to make informed decisions. It removes much of the guesswork that often accompanies decision-making, replacing subjective judgment with data-driven insights. This approach can improve efficiency, accuracy, and consistency in decisions across all levels of an organization or research enterprise.

In my experience working with businesses, I've seen how quantitative analysis can be a game-changer in strategic planning. By analyzing market trends, customer behavior, and financial data, companies can make more informed decisions about product development, marketing strategies, and resource allocation.

How Quantitative Analysis Works

The process of quantitative analysis involves several stages, each with its unique set of challenges and requirements. From the initial hypothesis formation to the final interpretation of results, every step must be carefully considered to ensure the integrity and validity of the analysis.

Key Steps in Quantitative Analysis

Key steps in quantitative analysis begin with defining the question or hypothesis. From there, relevant data is collected, prepared, and then analyzed using various statistical methods. The results are then interpreted, often requiring a deep understanding of both the analytical methods used and the domain to which the data pertains.

As someone who has taught quantitative methods to graduate students, I cannot stress enough the importance of a solid foundation in these key steps. Without a clear understanding of the research process, it's easy to fall into the trap of drawing erroneous conclusions from data.

Primary and Secondary Data in Quantitative Analysis

Data collection is a pivotal element in quantitative analysis. Primary data collection involves gathering new data directly through experiments or surveys. Secondary data, on the other hand, refers to the use of existing data sourced from previous studies, institutional records, or large databases. Each type has its advantages and challenges, from the control and specificity of primary data to the breadth and accessibility of secondary data.

In my own research, I often rely on a combination of primary and secondary data. While primary data allows me to tailor my data collection to my specific research questions, secondary data provides a wealth of information that would be impossible to gather on my own.

The Use and Importance of Statistical Tools

Statistical tools are the workhorses of quantitative analysis, enabling researchers to sift through data and extract patterns and correlations. Tools such as regression analysis, hypothesis testing, and variance analysis transform raw data into actionable insights. The mastery of these tools is vital, as they can uncover relationships within data that would otherwise remain obscure.

I remember the first time I used SPSS, a popular statistical software package, to analyze a large dataset. It was like a whole new world opened up before me. Suddenly, I could see patterns and relationships that were invisible to the naked eye.

Different Methods of Quantitative Analysis

Quantitative analysis encompasses a range of methods, each suited to specific types of data and research questions. Surveys, observations, experiments, and various data analysis methods offer analysts a rich toolkit to approach their data.

Advantages and Disadvantages of Surveys

Surveys are a popular method for collecting data directly from respondents. They are versatile, capable of reaching large audiences, and can be executed relatively quickly. However, surveys also present challenges such as response bias and limitations in the depth of information that can be obtained.

I've conducted numerous surveys in my research, and I've learned that the key to a successful survey is in the design. Careful consideration of question wording, order, and format can make a big difference in the quality of the data collected.

Value and Limitations of Observations & Experiments

Observations and experiments are fundamental for collecting primary data. Observations offer the opportunity to gather data in natural settings, while experiments provide controlled environments to test specific hypotheses. Nevertheless, these methods require meticulous planning to avoid confounding variables and to ensure the reliability of outcomes.

In my field work, I've conducted both observations and experiments. While observations provide a rich, real-world context, experiments allow for a level of control and precision that is essential for testing specific hypotheses.

The Power and Pitfalls of Data Analysis Methods

The power of data analysis methods lies in their ability to simplify and clarify complex data. Techniques like factor analysis, cluster analysis, and time series analysis can reveal the underlying structure of datasets. However, a critical eye is necessary to avoid misinterpretations that could result from the misuse of these advanced techniques. Expertise is essential to navigate both the power and the pitfalls inherent in these methods.

I once spent weeks analyzing a dataset using advanced statistical methods, only to realize that I had made a critical error in my assumptions. It was a humbling experience, but it taught me the importance of double-checking my work and seeking feedback from colleagues.

Challenges and Opportunities in Quantitative Analysis

The evolving landscape of data and technology presents both obstacles and openings for quantitative analysis. Anticipating and preparing for these dynamics is a decisive factor in maintaining the efficacy of this analytical practice.

Overcoming Challenges in Quantitative Analysis

Current challenges include concerns around data privacy, the complexity of 'big data,' and the need for advanced computational resources. To overcome these challenges, analysts must be equipped with not only robust statistical know-how but also a nuanced understanding of ethical considerations and technological advancements.

In my work with sensitive health data, I've had to navigate complex ethical and legal considerations around data privacy. It's a constant balancing act between the need for data and the imperative to protect individual privacy.

The Future of Quantitative Analysis

Future opportunities in quantitative analysis are boundless, with ongoing innovations in areas such as artificial intelligence and machine learning. These technologies have the potential to automate and enhance existing quantitative methods, leading to faster and potentially more accurate analyses.

I'm excited about the potential of machine learning to revolutionize quantitative analysis. By training algorithms on vast datasets, we can uncover patterns and insights that would be impossible for a human analyst to detect.

Throughout this discussion, it has become clear that quantitative analysis is an indispensable element in data-driven decision-making. Its application permeates countless domains, providing a methodological framework for transforming raw data into digestible and actionable insights.

The importance of understanding and using quantitative analysis remains paramount in an era defined by information uncertainty and complexity. As the data landscape continues to expand and shift, proficiency in this area will be synonymous with both professional and academic success.

Reflecting on my own journey with quantitative analysis, from my initial trepidation to my current passion, I am struck by the incredible power of this approach. It has transformed the way I think about the world and has given me tools to make a real impact in my field.

To those embarking on their own quantitative journey, I offer this advice:

Don't be afraid of numbers. Quantitative analysis is not about being a math whiz, it's about learning to think critically and systematically about data.

Start with the basics. Before diving into advanced methods, make sure you have a solid foundation in basic statistical concepts and research design.

Practice, practice, practice. The best way to learn quantitative analysis is by doing it. Seek out opportunities to work with data, whether through coursework, research projects, or professional experiences.

Collaborate with others. Quantitative analysis is a team sport. Seek out collaborators with different skills and perspectives to enhance your own work.

Stay curious. The field of quantitative analysis is constantly evolving. Stay up to date with new methods and technologies, and never stop learning.

By embracing these principles, anyone can develop the skills and mindset needed to succeed in the exciting world of quantitative analysis. The data is out there, waiting to be understood. All it takes is a curious mind and a willingness to dive in.

What is the significance of quantitative analysis in supporting data-driven decision-making processes in organizations?

Quantitative analysis defined.

Quantitative analysis harnesses mathematical and statistical methods. It assesses numerical data. This approach aids in measuring, comparing, and projecting organizational performance.

Its Role in Decision-Making

Data-driven decisions rely on evidence. Quantitative analysis provides this critical evidence. It distances decisions from guesses or intuition. Outcomes become predictable and consistent.

Enhancing Business Insights

Organizations amass vast data stocks. Without analysis, this bounty adds little value. Quantitative techniques convert data into insights. These insights inform strategic choices.

Risk Management

Risk accompanies business decisions. Quantitative analysis minimizes uncertainty. It calculates probable outcomes. Firms foresee risks, prepare accordingly.

Resource Optimization

Resources in business are finite. Allocating these demands precision. Quantitative methods evaluate resource performance, revealing the optimum allocation path.

Performance Measurement

Firms need to track success. Metrics arise from quantitative analysis. These performance indicators guide day-to-day operations and long-term strategies.

Competitive Advantage

The business landscape is fiercely competitive. Data analytics differentiate organizations. Those equipped with robust data insights lead the pack.

Continuous Improvement

Stagnancy spells decline in business. Quantitative analysis identifies growth areas. Continuous improvement becomes ingrained in the organizational culture.

Quantitative analysis sits at the heart of modern decision-making. It strengthens strategy with structured, numerical support. Firms embrace data-driven guidance. They achieve improved operational efficiency and strategic foresight. Quantitative analysis is not merely relevant. It is indispensable.

How can the application of quantitative analysis techniques assist in predicting and modelling future business trends?

The power of quantitative analysis in forecasting business trends.

Quantitative analysis stands as a stronghold in today's fast-paced business environment. It harnesses mathematical and statistical tools. These tools transform raw data into insights. Insights become the basis for strategic decisions. By using quantitative analysis, businesses may anticipate market shifts. They refine their strategies accordingly. Moreover, it equips them to model future business trends reliably.

Quantitative Techniques in Business Modeling

Regression analysis predicts variables. It examines relationships between a dependent variable and one or more independent variables. This analysis foretells outcomes. These include sales and customer behavior. Firms can project revenue changes. They can adjust their strategies before shifts occur.

Time series analysis breaks down patterns. It reveals trends, cycles, and seasonal variations. Companies use it for inventory management. They ensure product availability. They avoid excess stock.

Monte Carlo simulations allow risk assessment. They run thousands of scenarios. Each scenario uses random values for uncertain variables. Firms see potential outcomes and probabilities. They prepare for various contingencies.

Machine learning algorithms forecast trends. They learn from large data sets. These insights facilitate smarter decision-making. They offer a competitive advantage in dynamic markets.

Advantages of Applying Quantitative Techniques

Quantitative methods enhance strategic forecasting. They offer numerous advantages:

- Objective insight cuts through bias. Decisions rely on data, not intuition.

- Improved precision in forecasts. Better accuracy guides better decisions.

- Risk management identifies potential pitfalls. Companies strategize proactively.

- Resource optimization allows focused investments. Resources go where most impactful.

Business Applications

Industries across the board benefit from quantitative analysis. Consider these applications:

- Retail sectors predict inventory needs. They maximize sales while minimizing waste.

- Financial institutions assess credit risks. They tailor their loan offerings.

- Manufacturing sectors optimize production schedules. They meet demand efficiently.

Quantitative techniques are indispensable. They enhance an organization's predictive capabilities. They inform strategic planning. They allow companies to adapt swiftly. They push the boundaries of what businesses can anticipate about their future.

In conclusion, quantitative analysis paves the way. It clears the fog from the crystal ball of business foresight. It equips decision-makers. They act not on hunches, but on hard evidence. In an era of big data, it is the beacon. It lights the path toward successful futures for businesses that dare to follow its lead.

What are some challenges faced when implementing quantitative analysis methods in the decision-making process and how can they be surmounted?

Quantitative analysis in decision-making, complex data interpretation.

Quantitative analysis demands high numeracy levels. Stakeholders often lack these skills. Training in data literacy can bridge this gap. Visual tools and dashboards also simplify complex data. They make interpretation less daunting.

Data Quality Concerns

Accurate decisions need good data. Poor quality skews results. Institutions must ensure reliable data collection methods. Regular audits refine these processes.

Model Overreliance

Decision-makers sometimes trust models too much. Critical thinking must supplement quantitative findings. Diverse teams offer varying perspectives. They safeguard against overreliance.

Time Constraints

Speed often drives business decisions. Comprehensive analysis takes time. Short-cut methods like heuristics can assist. They strike a balance between speed and thoroughness.

Software Limitations

Analysis tools are imperfect. They range widely in sophistication. Continuous investment in technology overcomes such barriers. Training users in advanced features is also essential.

Accessibility of Data

Access to necessary data can prove challenging. Privacy laws often restrict data use. Partnerships with data providers can ensure accessibility. Encryption and secure sharing methods protect confidentiality.

Cost of Implementation

Financial investment deters quantitative methods use. Cost-benefit analysis demonstrates long-term gains. These gains often outweigh initial costs.

Communication of Results

The presentation of results impacts their acceptance. Communicate findings clearly. Use language stakeholders understand. Successful communication ensures results drive the desired action.

Resistance to Change

Inertia impedes new methods' adoption. Engagement with all users encourages buy-in. Focus on improvement over replacement. Such framing reduces resistance.

Skewed Interpretations

Bias affects interpretation. Training in unbiased data analysis is crucial. It enhances the integrity of results.

Evaluation of Outcomes

Quantitative analysis requires outcome evaluation. Monitor decisions to assess their effectiveness. Feedback refines future analysis. It informs better decision-making practices.

To conclude, challenges in implementing quantitative analysis are manifold. Each presents a unique barrier to data-driven decision-making. Yet, with targeted strategies, organizations can overcome these hurdles. In doing so, they enhance decision quality and operational success.

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Table of Contents

What is a pareto chart, pareto principle explained, when to use a pareto chart, steps of pareto analysis, pareto chart procedure: how to create a pareto chart, advantages of pareto analysis, disadvantages of pareto analysis, example of pareto analysis, understanding pareto chart: analysis and interpretation.

What Is A Pareto Chart: Analysis and Interpretation!

With the ability to visualize and prioritize issues based on how frequent or serious they are, a Pareto chart is an amazing tool for anyone involved in problem-solving or decision-making processes . It can be particularly beneficial for managers, analysts, engineers, and anyone else within various domains such as business management, quality control, project management, or process improvement.

Deriving from the Pareto Principle, i.e., 20% of the causes give 80% of the impact, this chart represents the data in descending order by emphasis on the most significant factors. The power of the Pareto Principle lies in the fact that because of the clear graphical representation, individuals can concentrate mostly on really important issues. 

A Pareto chart is a composite chart that uses bar graphs to convey the major factors causing a problem or issue. It mixes up the bar graph and line chart, with the bars showing individual category factors separately and the line showing the number of parts out of the total.

The idea behind the Pareto chart is rooted in the Pareto Principle, the 80*20 rule. The Pareto chart starts with data collection and decomposition, which refers to the major causes of the problem. Now, factors are placed into the scale of the following ranking system: 

  • The higher the position is, the more essential the factor is. 

As for the Rule of Plurality, the one leading in the rating system becomes the first factor. The frequency for each group is illustrated in a bar graph and a line graph.

Pareto charts enable decision-makers to identify the most crucial problems or improvement opportunities quickly. This pattern allows them to prioritize different programs or projects and allocate resources effectively, thereby producing more targeted and effectively implemented solutions.

The concept of the Pareto Principle is such that according to it, the effects of 80% of the results are caused by 20% of their causes. The 'Pareto 80/20 Principle' was named after Vilfredo Pareto, an Italian economist, who noticed that almost 80% of the earth was enjoyed by 20% of the population in Italy. This principle becomes equally relevant to many observed facts at different edges of science.

In business or economic matters, the Pareto Principle highlights that a small percentage of input or efforts can frequently yield a large proportion of results or outcomes. For example, it could help the management understand that 80% of a company will bring in 20% of the profits or that 80% of the problems are caused by 20% of the causes.

The rule also works outside the economy; for example, in time management, it helps us prioritize activities by demonstrating that 80% of productive efforts are devoted to only 20% of the tasks done consistently. 

While the exact percentages may vary in different contexts, the main idea remains consistent: most often, a minority of inputs or, sometimes, only many forces are forcing the majority of results or outcomes.

A Pareto chart is best used when you need to:

  • Identify Priorities: A Pareto chart is useful when many factors are contributing to the final result. Having this tool from day one will equip you with knowledge of what factors hold the highest priority and where resources should be applied. 
  • Communicate Effectively: Pareto charts offer a graphical way of displaying data , making it easier to tell the management what was found. 
  • Track Progress: Providing continuous updates to the chart with new data, you will have a chance to evaluate whether the activities targeting the most potent factors are giving the desirable outcomes and to adjust strategies if needed.
  • Problem-Solving: Very complex problems require dissection into simpler parts, which is where Pareto charts are important. By recognizing the main drivers of the problem, it will be possible to plan and develop plans that target the hidden causes.

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The technique of Pareto analysis is applied to determine what leads to a certain situation and which issue needs to be focused on the most. The rule of Pareto is also known as the 80/20 rule, indicating that the majority of an effect is obtained from the minority of its causes. Here are the steps of Pareto analysis:

Define the Problem

Start by defining the problem you are trying to solve. It might be related to customer complaints, production process inefficiencies, or equipment malfunctions. Ensure that the selected issue is tangible enough and can be measured properly, thereby facilitating the process of collecting and analyzing data.

Collect Data

Gather information about the problem you knew about from the existing sources. This might include customer feedback, reports, process logs, or other data sources that provide insights into the issue. Ensure that the data is accurate , complete, and representative of your problem.

Categorize the Data

Grouping or categorizing the data based on the different factors that impact the problem could be encouraged. For example, when working with customer complaints, classify them by type of complaint to determine which issue is the most important, such as poor product quality, delayed delivery, or customer service problems.

Calculate Frequencies

Figure out the end frequency for every category by the number of factors in the data set. This step enables us to define the dimensional nature of every problem factor.

Calculate Cumulative Frequencies

Sum up the table entries where each category represents the most significant to the least significant factor for the cumulative frequency. This part helps you identify the extent of the whole problem, which each factor is monitoring.

Calculate Percentages

Calculate the percentages of each category's total problem by dividing each category's respective frequencies by their total frequency and multiplying by 100. This action eliminates biases and simplifies the comparison accuracy of each attribute.

Create a Pareto Chart

Create a Pareto chart using the categories and the amounts or percentages next to them. Plot the categories on the x-axis (horizontal line) and their frequency or percentages (vertical line). Classify the categories by the order in which they are displayed in line with their occurrence or size.

Identify the Important Ones

Know what categories of the total problem to be explained account for the biggest amount of the problem. These are the “vital few” coupled with the most significant factors. Like the Pareto Principle, your goal is to focus on the top 20 percent of the problem for about 80 percent of what was mentioned.

Analyze Root Causes

After the important step, when you’ve found the key problems, discover how they are deeply interconnected with the root cause. Conduct root cause analysis to uncover underlying issues or systemic problems that need to be addressed to mitigate the problem effectively.

Develop Action Plans

Based on the outcome of your analysis , design action plans to address the Pareto principle factors. By allocating resources and prioritizing interventions that address these factors, much more can be accomplished in delivering results.

Implement Solutions

Implement the identified actions to support the few key factors. Track the progress and take corrective measures to avoid duplication of efforts. In this case, your solutions should effectively solve the problem.

Monitor and Evaluate

Continuously monitor and assess the effectiveness of the measures implemented and react in case of problems or issues. Apply the data-driven approach to assess performance and to determine if the problem is being addressed satisfactorily. Make the needed adjustments or additions to the mechanism to complete the targets.

  • To conduct a Pareto analysis, acquire data connected to the problem from various sources and put them into classes known as factors of the problem. Work out the frequency of the category appearance and get the cumulative frequencies. 
  • Next, determine the percentage of each category for the problem as a whole. The highest percentage to the lowest are plotted on the x-axis, while their corresponding frequencies or percentages are shown on the y-axis. 
  • Label the right vertical axis with the cumulative percentages (Note that the cumulative total should equal 100%).
  • Draw in the bars for each item.
  • Next, draw a line graph of the cumulative percentages. Ensure that the first point on the line graph lines up with the top of the first bar.

With the chart prepared, the final step is analysis. Identify the items that appear to account for most of the difficulty. 

The importance of Pareto analysis includes the following aspects: 

  • Pareto analysis helps identify the important factors or issues that contribute the most to a problem. By focusing on the vital few factors, organizations can allocate resources and efforts more efficiently, targeting areas where they must address the issues most importantly.
  • Pareto charts provide a clear visual representation of data, making it easier to understand complex relationships and prioritize actions. 
  • Pareto analysis is based on empirical data, enabling data-driven decision-making processes. 
  • Pareto analysis helps in problem-solving . Instead of addressing every aspect of a problem equally, organizations can prioritize the root causes or key drivers.
  • Pareto analysis can be used as part of a continuous improvement process to monitor progress. 
  • It provides a common language for communicating findings and priorities to stakeholders.

While Pareto analysis offers several benefits, it also has some disadvantages: 

  • Pareto analysis depends on selecting appropriate data categories to represent the problem. The nature of categorization can introduce bias and influence the results.
  • Pareto analysis focuses on quantitative data, like counts or frequencies of occurrences. This numerical data emphasis may overlook the problem's qualitative aspects, such as root causes, context, or underlying dynamics. 
  • Static representation of problems at a specific point in time, but they do not capture changes or trends over time. Continuous monitoring and updating of Pareto charts are necessary to ensure their relevance and effectiveness.
  • Pareto analysis assumes that factors contributing to the problem are independent. However, in reality, factors may be interconnected.
  • Pareto analysis focuses on identifying the vital few factors that contribute the most to the problem, which leads to neglecting minority factors that may still have significant implications. 

An example of Pareto analysis includes a case where a manufacturing company is experiencing product quality issues. The company decides to conduct a Pareto analysis to identify the most significant defects contributing to the overall quality problems. 

  • Define the Problem: The company defines the problem as quality issues affecting its products, leading to customer complaints and decreased satisfaction.
  • Collect Data: Data is collected from various sources, including defect reports, customer complaints, and quality control records. The data includes information on the types and frequency of defects observed in the products.
  • Categorize the Data: The collected data is categorized into different types of defects, such as manufacturing defects, design flaws, material issues, and packaging errors.
  • Calculate Frequencies: The frequency of occurrence for each defect type is calculated by counting the number of occurrences in the data set. For example, the data might show that there were 50 instances of manufacturing defects, 30 instances of design flaws, 20 instances of material issues, and 10 instances of packaging errors.
  • Create a Pareto Chart: A Pareto chart is constructed, with the defect types plotted on the x-axis and their frequencies on the y-axis. The defect types are arranged in descending order of frequency, with the most common defect type appearing first.
  • Identify the Vital Few: The Pareto chart reveals that manufacturing defects account for most quality issues, representing 50% of the total defects. Design flaws and material issues account for 30% and 20% of the defects, respectively, while packaging errors have a minimal impact.
  • Analyze Root Causes: Further analysis is conducted to understand the root causes behind the manufacturing defects. This may involve examining production processes, equipment performance, training procedures, and quality control measures to identify areas for improvement.
  • Develop Action Plans: Based on the analysis, action plans address the root causes of manufacturing defects. This might include implementing process improvements, enhancing quality control measures, providing additional training to staff, and refining product designs.
  • Implement Solutions: The action plans are implemented, and changes are made to production processes, quality control protocols, and other relevant areas to reduce the occurrence of manufacturing defects.
  • Monitor and Evaluate: Progress is monitored closely to assess the effectiveness of the implemented solutions. Key performance indicators, such as defect rates, customer satisfaction scores, and product returns, are tracked to measure improvement and identify areas needing further attention.

Pareto charts are invaluable tools for decision-making, offering a systematic approach to identifying and addressing key issues. Organizations can achieve maximum impact and drive continuous improvement by focusing efforts on the vital few factors. Simplilearn offers AI and machine learning courses that empower professionals to use advanced technologies for business transformation. Explore Simplilearn's courses on Generative AI for business transformation and Applied AI to gain the skills needed to thrive in today's data-driven world.

1. What are the components of a Pareto Chart?

Components of a Pareto Chart include bars representing categories and a line graph showing cumulative percentages.

2. What does the Pareto Diagram include?

The Pareto Diagram includes categories of factors contributing to a problem and their respective frequencies or percentages.

3. What is the 80/20 rule in Pareto charts?

The 80/20 rule in Pareto charts states that roughly 80% of effects come from 20% of causes.

4. Can Pareto charts be used for all types of data?

Pareto charts can be used for most data types, including categories, frequencies, or percentages.

5. What are the limitations of using Pareto charts?

Limitations of Pareto charts include subjectivity in data selection, overemphasis on quantitative data, and neglect of minority factors.

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Into all problem-solving, a little dissent must fall

Events of the past several years have reiterated for executives the importance of collaboration and of welcoming diverse perspectives when trying to solve complicated workplace problems. Companies weren’t fully prepared for the onset of a global pandemic, for instance, and all that it engendered—including supply chain snarls and the resulting Great Attrition  and shift to remote (and now hybrid) work, which required employers to fundamentally rethink their talent strategies . But in most cases leaders have been able to collaborate their way through the uncertainty, engage in rigorous debate and analyses about the best steps to take, and work with employees, suppliers, partners, and other critical stakeholders to react and, ultimately, recover.

And It’s not just COVID-19: many organisations have had to rethink their business strategies and practices in the wake of environmental concerns, the war in Ukraine, and social movements sparked by racial injustice, sexual misconduct, and widespread economic inequity . Ours are fast-moving, complex times, rich not just in worrisome challenges but also in exciting potential—organisations that enable innovation will find ample opportunities to thrive. So now more than ever, decision makers can’t act alone; they must bring diverse perspectives to the table and ensure that those voices are fully heard . 1 Sundiatu Dixon-Fyle, Kevin Dolan, Vivian Hunt, and Sara Prince, “ Diversity wins: How inclusion matters ,” McKinsey, May 19, 2020.

But while many leaders say they welcome dissent, their reactions often change when they actually get some. They may feel defensive. They may question their own judgment. They may resent having to take time to revisit the decision-making process. These are natural responses, of course; employees’ loyalty and affirmation are more reassuring to leaders than robust challenges from the group. There is discomfort, too, for potential dissenters; it is much safer to keep your thoughts to yourself and conform  than to risk expulsion from the group. 2 Derived from this work on the evolutionary origins of social and political behavior: Christopher Boehm, Hierarchy in the Forest: The Evolution of Egalitarian Behavior , Cambridge, Massachusetts: Harvard University Press, 2001.

What’s missing in many companies, in our experience, is the use of “contributory dissent” or the capabilities required to engage in healthy if divergent discussions about critical business problems. Contributory dissent allows individuals and groups to air their differences in a way that moves the discussion toward a positive outcome and doesn’t undermine leadership or group cohesion . 3 McKinsey itself has established obligation to dissent as one of its core values alongside those focused on client service and talent development. For more, see Bill Taylor, “True leaders believe dissent is an obligation,” Harvard Business Review , January 12, 2017.

McKinsey’s research and experience in the field point to several steps leaders can take to engage in healthy dissent and build a culture where constructive feedback is expected and where communication is forthright. These include modeling “open” behaviors, embedding psychological safety  and robust debate into decision-making processes, and equipping employees with the communication skills that will allow them to contribute dissenting opinions effectively.

In this article we outline the steps leaders can take to encourage healthy dissent, and the actions teams and individuals can take to share their voices and perspectives most effectively. It takes both sides, after all, to engage in robust debate, find the right solutions, and enable lasting, positive change.

How leaders can encourage contributory dissent

Senior leaders in an organisation play a central role in ensuring that individuals and teams see contributory dissent as a normal part of any discussion. They can signal the importance of dissent by taking a series of steps to institutionalise the practice within an organisation and empower employees to share their ideas freely and productively. Specifically, senior leaders should strive to inspire rather than direct employees to collaborate, explicitly demand dissent and, taking that one step further, actively engage with naysayers (see sidebar “How to encourage healthy dissent”). 4 Leaders can also draw on McKinsey’s “influence model” for changing mindsets and behaviors: role modeling, fostering understanding and conviction, reinforcing with formal mechanisms, and developing talent and skills. For more, see Tessa Basford and Bill Schaninger, “ The four building blocks of change ,” McKinsey Quarterly , April 11, 2016.

Inspire, don’t direct

How to encourage healthy dissent.

To encourage dissent through personal leadership:

Lead to inspire, not to direct:

  • Empower the group to come up with ideas: “None of us knows the answer yet, but we can work it out together if we harness the best of everyone’s thinking.”

Foster dissent by actively seeking it:

  • Explicitly seek dissent; give people permission and encouragement.
  • Consider including dissent as a stated organisational value.
  • Make provision for open discussion in the buildup to decisions.

Welcome open discussion when it comes:

  • Listen to dissenters and naysayers, and thank them for their insights.
  • Recognise this as a usefully unfiltered channel for understanding the organisation’s perceptions on issues.
  • Seek to bring dissenters along the decision journey, so they become positive influencers later during implementation.
  • Employ deliberate techniques such as red teaming and pre-mortems to widen the debate and mitigate groupthink.

As the inspirational speaker Simon Sinek put it, “The role of a leader is not to come up with all the great ideas. The role of a leader is to create an environment in which great ideas can happen.” 5 Simon Sinek, Start with Why: How Great Leaders Inspire Everyone to Take Action , New York, NY: Portfolio, 2009. That is especially important for fostering an atmosphere of collaboration and contributory dissent. Rather than immediately jump into a discussion about solutions, one senior leader in an international organisation addressed his team’s anxiety in the wake of a crisis. “Let me guess,” he said, “you’re all feeling confused and uncertain about the way ahead. Terrific. I’m so glad we are of one mind and that we all understand our situation correctly! I’m sure that we can work it out together, but it’s going to require the best of everyone’s thinking. Let’s get started.” His authenticity and understated humor allowed him to connect with the group and inspired them to keep calm, carry on, and generate solutions that the leader alone couldn’t have come up with. Harvard professor Ron Heifetz describes this as creating a holding environment, a key element of adaptive leadership. 6 Ronald A. Heifetz and Mary Linksy, Leadership on the Line: Staying Alive through the Dangers of Leading , Boston, MA: Harvard Business School Press, 2002; Ronald Heifetz, Alexander Grashow, and Marty Linksy, The Practice of Adaptive Leadership: Tools and Tactics for Changing Your Organization and the World , Boston, MA: Harvard Business Press, 2009.

Explicitly demand dissent

It’s not enough for leaders to give people permission to dissent; they must demand it of people. In many companies, individuals and teams may (understandably) default to collegiality, not realizing that there are ways to challenge ideas while still respecting colleagues’ roles and intellect. It’s on senior leaders, then, to help employees understand where the boundaries are. In World War 1, Australia’s General Sir John Monash was determined to develop better tactics to overcome the catastrophic impasse of trench warfare. He knew there were answers to be found from the experience of soldiers in the trenches, but he needed to loosen the military discipline of blind obedience: “I don’t care a damn for your loyal service when you think I am right; when I really want it most is when you think I am wrong.” Monash scheduled open battle planning sessions and pulled in advice from whoever offered it. In doing so, he built ownership of and confidence in his plans among all ranks. The resulting orchestration of tanks, artillery, aircraft, and troops led to rapid advances along the Somme Valley, and Monash garnered respect and appreciation from his troops, whose chances of survival and ultimate victory had increased markedly.

Actively engage with naysayers

Taking the demand imperative one step further, it’s beneficial for leaders to actively seek out the views of vocal naysayers , who can turn into influential champions just by being part of the conversation. They can immediately improve the nature of business debate and may boost the quality of the final decision, although engaging with naysayers can be tough. Some dissenting opinions can be ill-informed or uncomfortable to hear. The objective for senior leaders, then, is to put their discomfort aside and listen for signs of cognitive dissonance within an organisation. As an example, front-line employees may say things like “We’re not considered strategic thinkers,” or “The company doesn’t put people first,” while senior management may actually feel as though they have made strides in both of those areas. Still, leaders need to absorb such comments, treat them as useful data points, assess their validity, and engage in what may be a challenging discussion. They may want to use red teams  and premortems , in which teams at the outset anticipate all the ways a project could fail, to frame up dissenting opinions, mitigate groupthink, and find a positive resolution. These behaviours also serve to enhance organizational agility and resilience .

How leaders can establish psychological safety

Senior leaders need to establish a work environment in which it is safe to offer dissenting views. The McKinsey Health Institute’s work on employee well-being points to a strong correlation between leadership behaviors, collaborative culture, and resistance to mental health problems and burnout : only 15 percent of employees in environments with low inclusivity and low support for personal growth are highly engaged, compared with 38 percent in high-scoring environments. 7 “ Addressing employee burnout: Are you solving the right problem? ,” McKinsey, May 27, 2022. Leaders can build psychological safety (where team members feel they can take interpersonal risks and remain respected and accepted) and set the conditions for contributory dissent by rethinking how they engage in debate—both the dynamics and the choreography of it.

The dynamics of debate

The poet and playwright Oscar Wilde described a healthy debating culture as one in which people are “playing gracefully with ideas”— listening to, and even nourishing, opposing points of view in a measured and respectful way. 8 The Complete Works of Oscar Wilde, Volume 2: De Profundis, “Epistola: In Carcere et Vinculis,” Oxford, United Kingdom: Clarendon Press, 2005. Indeed, the best ideas can emerge at the intersection of cultures and opinions. In 15th century Florence, for instance, the Medici family attracted and funded creators from across the arts and sciences to establish an epicenter of innovative thinking that sparked the Renaissance. 9 Frans Johansson, The Medici Effect: Breakthrough Insights at the Intersection of Ideas, Concepts, and Culture , Boston, MA: Harvard Business School Press, 2004. Closer to this century, we have seen cross-discipline innovations like the application of biologists’ research on ant colonies to solve problems in telecommunications routing. And in the business world, extraordinary innovations have been achieved by open-minded leaders bringing together smart people and creating the conditions for playful exploration.

To achieve a state of “graceful play,” senior leaders must carefully manage group dynamics during debates. Rather than lead with their own opinions, for instance, which might immediately carry outsize weight in the group and stifle discussion, senior leaders can hold back and let others lead the discussion . They can lean in to show genuine curiosity or to explicitly recognise when a dissenting view has changed their thinking. But by letting other, more junior voices carry the agenda and work through ideas, however imperfect, senior leaders can establish a climate of psychological safety—and garner more respect from colleagues long term. 10 Amy C. Edmondson, The Fearless Organization: Creating Psychological Safety in the Workplace for Learning, Innovation, and Growth , Hoboken, NJ: John Wiley & Sons, 2019.

Leaders will also need to be aware of cultural differences that may crop up during debates. For example, many Australians speak candidly and are happy to address issues squarely. By contrast, the concept of “face” is so important in many Asian cultures that a more circumspect approach is taken. And the Pacific and Maori cultures emphasize displays of both strength and respect. 11 Erin Meyer, The Culture Map: Breaking through the Invisible Boundaries of Global Business , Philadelphia, PA: PublicAffairs, 2014. These differences in debate dynamics really matter. They can be a great source of hybrid vigour, 12 “Heterosis, also called hybrid vigour: the increase in such characteristics as size, growth rate, fertility, and yield of a hybrid organism over those of its parents. The first-generation offspring generally show, in greater measure, the desired characteristics of both parents.” Encyclopedia Britannica , accessed September 19, 2022. if sensitively managed, or a source of conflict and disenfranchisement if not. To approach these differences in a positive way, senior leaders could undertake a mapping exercise that identifies the different styles of the cultures present, thereby providing validation and enabling pragmatic measures to integrate them.

Choreographing debate

Beyond just managing debate dynamics, business leaders must take a hand in choreographing the debate and, specifically, in helping to design collective-thinking processes  so people know how best to play their part. Business leaders may adopt a structured approach  to brainstorming, for instance, or plan strategic off-site schedules that combine deliberate thinking with “distracted” thinking—taking time to engage in a social activity, for instance—to take advantage of employees’ deep-thinking processes.

How deliberate choices by the leader can optimise a decision-making process

A leader must consciously assess each new situation and design the collective-thinking process accordingly, then articulate this so that people know how best to play their part.

In doing so, the leader should consider an array of questions, the answers to which will determine the context, for example:

  • What does success look like?
  • Will the organisation underwrite initial failures in the interests of agility and innovation?
  • How broad and freethinking an analysis is required?
  • What are the explicit expectations for contributory dissent?
  • Are any topics and behaviours out of bounds?
  • Who will lead the discussion, and how will comments be captured?
  • Does urgency mean that it’s better to be directive?
  • Who will be consulted?
  • Which decisions can be delegated, and to whom?
  • Whose support needs to be built?
  • What parameters and boundaries exist?
  • Are there interim decisions and communications required?
  • What form should the deliverable outcomes take?
  • When are the deliverables required?
  • Direction setting on these parameters by the leader focuses the team, while also creating space for creativity and iterative learning.

To create a sustainable structure for debate, business leaders will need to consider questions relating to team structure and rules of engagement: What does success look like when it comes to contributory dissent? What topics and behaviors are out of bounds? Who will lead the discussion, and how will comments be captured? Who has the final say on decisions, or which decisions can be delegated, and to whom? (For a more comprehensive explanation, see sidebar “How deliberate choices by the leader can optimise a decision-making process.”)

Having these parameters in place can free up the team to think more creatively about the issue at hand. Establishing such protocols can also make it easier to raise dissenting opinions. At one company, people are asked to call out their underlying values or potential biases when expressing a dissenting view. During meetings of the promotion committee, for instance, a statement like “I think we are making the wrong decision” would be rephrased as “I am someone who values experience over collaboration, and this decision would risk losing too much institutional knowledge.”

How individuals and teams can engage and dissent

As we’ve shared, senior leaders can take steps to set conditions for robust discussion and problem-solving, but individuals and teams themselves must also have the right mindsets and skills for contributory dissent to work well (see sidebar “How teams and individuals can dissent effectively”). In particular, they must embrace the obligation to dissent, actively make space to analyse ideas that are different from their own, and then find ways to either iterate on others’ ideas or respectfully agree to disagree.

Embrace the obligation to dissent

How teams and individuals can dissent effectively.

For dissent to be effective, its delivery requires courage and tactical skills underpinned by sincere respect and grace. Speaking up with respect is the right thing to do, and the responsibility to do so exists, even if there is uncertainty. The following guidelines are useful in enabling effective dissent:

Prepare a welcome for dissenting views:

  • Understand the context and motivations of others, appreciate their views, and syndicate your own.
  • Stop and strategise before wading into the conversations, establish a solid platform for agreement, and explicitly seek permission to dissent.

Play the long game:

  • Be open minded and iterative. Don’t expect to succeed on the first try.
  • Listen to others for what their views might add rather than to defend your own.

Withhold assent if you need to, but do it carefully:

  • Withholding assent is a legitimate option if done judiciously.
  • Minimise offense to and loss of face for the decision maker.
  • If principles or legality is at stake, document your dissent.

Individuals and teams need to exhibit a certain amount of humility and confidence in order to speak truth to power with respect; they must be sure for themselves that doing so is the right thing to do. To build this confidence, individuals and teams should remember that the very act of dissent can be valuable, even if the contribution itself isn’t 100 percent baked. Others can react or build on the dissenting view—which, in itself, can be a satisfying process for a dissenter. If the ultimate decision isn’t what they proposed, they still helped shape it by offering and testing a worthy possibility.

Make space to analyse different views

Individuals and teams may need time to determine their positions on an issue. During this period, it’s important to be (and seen to be) open-minded and respectful of others’ views. That means asking lots of questions, gathering information, assessing others’ motivations, and acknowledging their views before syndicating alternatives of your own. Much of this fact gathering can be done one-on-one, in a nonconfrontational way, in offline conversations rather than in a tension-filled meeting room. In these conversations, individuals could start by reaffirming a shared commitment to finding a solution to the issue at hand, their respect for the decision-making process and the group, and areas of broad agreement. They could also signal their possible intention to dissent and seek permission to do so rather than confronting people head-on. People will find it harder to refuse that permission, and will be less likely to get defensive, when approached with statements like “This is a great discussion, and I love the vision of where we are headed, but would it be OK for us to explore some alternatives for how to get there?”

Agree to iterate …

Individuals and teams that decide to offer dissenting views should agree to iterate on other solutions, rather than digging in. Their dissenting opinions should be cogent, persuasive, and open-minded—but dissenters shouldn’t expect to change hearts and minds on the first try. They should plant seeds gently and bide their time; they might even see their idea come back as someone else’s. The critical skill required here is active, open listening: dissenters should listen carefully for others’ additive insights and find ways to build on them. In their contributory dissent, individuals and teams can take a moment to summarize what others have said and then use statements like “Can I offer another take?” and then allow the momentum of the conversation to take over.

… or agree to disagree

But what happens if, after all the considered and tactful input, the dissenter still believes a decision is heading in the wrong direction? In our experience, withholding assent then becomes a legitimate option: people shouldn’t agree if they don’t agree. This is where all the careful, respectful groundwork the dissenter has done can pay dividends. In fact, a dissenting view gains even more power when an individual can say something like, “I still believe in my alternate solution, but I’m grateful for the opportunity to contribute to this process, and I respect that you have the final say.” In this case, the dissenter is supporting the leader while flagging that the open debate hasn’t convinced them to change their initial view.

Of course, withholding assent should be a relatively rare action, taken only after an individual or team has shown that they can accommodate other views and have aligned with the consensus when they believe it’s right to do so. Think of US Supreme Court associate justice Ruth Bader Ginsburg, who joined the consensus view on many decisions but who is especially celebrated for the positive changes that arose from her highly influential dissenting opinions on issues such as gender equity, human rights, and religious freedom.

Contributory dissent can help strengthen employee engagement, unlock hidden insights, and help organisations solve tough challenges. But putting it into practice takes courage and humility, and it won’t just happen by accident. Leaders need to be intentional about welcoming challenges to their plans and opinions, even when it’s uncomfortable to do so. They need to establish cultures and structures where respectful debate can occur and where individuals and teams feel free to bring innovative—and often better—alternative solutions to the table.

Ben Fletcher is a senior partner in McKinsey’s Sydney office, Chris Hartley is a partner in the Melbourne office, Rupe Hoskin is a senior expert in the Canberra office, and Dana Maor is a senior partner in the Tel Aviv office.

The authors wish to thank Jacqueline Brassey, Nikki Dines, Richard Fitzgerald, Sam Hemphill, Ayush Jain, Jemma King, and Martin Nimmo for their contributions to this article.

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    The right people with the relevant expertise need to clearly articulate their views to help you broaden your perspective and make the best choice. Great decisions are made as close as possible to ...

  18. PDF 4 Generic Approaches to Problem Analysis and Solving

    to problem analysis and solving presented in this chapter supports structured problem solving; however, it does not aim at providing an exhaustive list of all theories, methods and tools. The steps of this structured approached to problem solving together with some thoughts on applications and limitations are presented in this chapter. The

  19. Master the 7-Step Problem-Solving Process for Better Decision-Making

    Step 1: Define the Problem. The first step in the problem-solving process is to define the problem. This step is crucial because finding a solution is only accessible if the problem is clearly defined. The problem must be specific, measurable, and achievable. One way to define the problem is to ask the right questions.

  20. PDF THIRTEEN PROBLEM-SOLVING MODELS

    Identify the people, information (data), and things needed to resolve the problem. Step. Description. Step 3: Select an Alternative. After you have evaluated each alternative, select the alternative that comes closest to solving the problem with the most advantages and fewest disadvantages.

  21. 35 problem-solving techniques and methods for solving complex problems

    Lightning Decision Jam (LDJ) #action #decision making #problem solving #issue analysis #innovation #design #remote-friendly . The problem with anything that requires creative thinking is that it's easy to get lost—lose focus and fall into the trap of having useless, open-ended, unstructured discussions.

  22. 9 essential problem solving tools: the ultimate guide

    The problem solving tools include three unique categories: problem solving diagrams, problem solving mind maps, and problem solving software solutions. They include: Fishbone diagrams. Flowcharts. Strategy maps. Mental maps. Idea maps. Concept maps. Layered process audit software.

  23. Decision Making: a Theoretical Review

    Decision-making is a crucial skill that has a central role in everyday life and is necessary for adaptation to the environment and autonomy. It is the ability to choose between two or more options, and it has been studied through several theoretical approaches and by different disciplines. In this overview article, we contend a theoretical review regarding most theorizing and research on ...

  24. Quantitative Analysis: A Key Approach in Data Driven Decision-Making

    The Impact of Quantitative Analysis in Decision-making. Quantitative analysis significantly impacts decision-making processes as it provides objective evidence that can be used to make informed decisions. It removes much of the guesswork that often accompanies decision-making, replacing subjective judgment with data-driven insights.

  25. What Is A Pareto Chart: Analysis and Interpretation!

    Pareto analysis is based on empirical data, enabling data-driven decision-making processes. Pareto analysis helps in problem-solving. Instead of addressing every aspect of a problem equally, organizations can prioritize the root causes or key drivers. Pareto analysis can be used as part of a continuous improvement process to monitor progress.

  26. Unlock Better Decisions with Creative Problem Solving

    This adaptability is a key component of successful decision-making in both personal and professional contexts. Add your perspective Help others by sharing more (125 characters min.) Cancel

  27. Logical vs. Creative Thinking in Decision-Making

    When faced with a decision, your brain can take two distinct routes: logical or creative thinking. Logical thinking involves structured methods like analyzing data, identifying patterns, and using ...

  28. Decision Making vs. Problem Solving in Management

    Decision-making books are broader in nature, dealing with the overall process of making choices in various contexts. Problem-solving books are more focused, dealing with the steps to address ...

  29. Embracing the obligation to dissent

    In these conversations, individuals could start by reaffirming a shared commitment to finding a solution to the issue at hand, their respect for the decision-making process and the group, and areas of broad agreement. They could also signal their possible intention to dissent and seek permission to do so rather than confronting people head-on.

  30. Shop Floor Analysis Using R for Decision Making To Enhance Productivity

    The shop floor analysis is carried out using the statistical language R and the outcomes are validated. The findings of the shop floor analysis presented in this paper are much helpful for corporate decision making for accomplishing enhanced productivity and improved quality.