how to make research notes

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How to take Research Notes

How to take research notes.

Your research notebook is an important piece of information useful for future projects and presentations. Maintaining organized and legible notes allows your research notebook to be a valuable resource to you and your research group. It allows others and yourself to replicate experiments, and it also serves as a useful troubleshooting tool. Besides it being an important part of the research process, taking detailed notes of your research will help you stay organized and allow you to easily review your work.

Here are some common reasons to maintain organized notes:

• Keeps a record of your goals and thoughts during your research experiments.
• Keeps a record of what worked and what didn't in your research experiments.
• Enables others to use your notes as a guide for similar procedures and techniques.
• A helpful tool to reference when writing a paper, submitting a proposal, or giving a presentation.
• Assists you in answering experimental questions.
• Useful to efficiently share experimental approaches, data, and results with others.

Before taking notes:

• Ask your research professor what note-taking method they recommend or prefer.
• Consider what type of media you'll be using to take notes.
• Once you have decided on how you'll be taking notes, be sure to keep all of your notes in one place to remain organized.
• Plan on taking notes regularly (meetings, important dates, procedures, journal/manuscript revisions, etc.).
• This is useful when applying to programs or internships that ask about your research experience.

Note Taking Tips:

Taking notes by hand:.

• Research notebooks don’t belong to you so make sure your notes are legible for others.
• Use post-it notes or tabs to flag important sections.
• Start sorting your notes early so that you don't become backed up and disorganized.
• Only write with a pen as pencils aren’t permanent & sharpies can bleed through.
• Make it a habit to write in your notebook and not directly on sticky notes or paper towels. Rewriting notes can waste time and sometimes lead to inaccurate data or results.

Taking Notes Electronically

• Make sure your device is charged and backed up to store data.
• Invest in note-taking apps or E-Ink tablets
• Create shortcuts to your folders so you have easier access
• Create outlines.
• Keep your notes short and legible.

Note Taking Tips Continued:

Things to avoid.

• Avoid using pencils or markers that may bleed through.
• Avoid erasing entries. Instead, draw a straight line through any mistakes and write the date next to the crossed-out information.
• Avoid writing in cursive.
• Avoid delaying your entries so you don’t fall behind and forget information.

Formatting Tips

• Use bullet points to condense your notes to make them simpler to access or color-code them.
• Tracking your failures and mistakes can improve your work in the future.
• If possible, take notes as you’re experimenting or make time at the end of each workday to get it done.
• Record the date at the start of every day, including all dates spent on research.

Types of media to use when taking notes:

Traditional paper notebook.

• Pros: Able to take quick notes, convenient access to notes, cheaper option
• Cons: Requires a table of contents or tabs as it is not easily searchable, can get damaged easily, needs to be scanned if making a digital copy

Electronic notebook  

• Apple Notes  
• Pros: Easily searchable, note-taking apps available, easy to edit & customize
• Cons: Can be difficult to find notes if they are unorganized, not as easy to take quick notes, can be a more expensive option

Combination of both

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13.5 Research Process: Making Notes, Synthesizing Information, and Keeping a Research Log

Learning outcomes.

By the end of this section, you will be able to:

• Employ the methods and technologies commonly used for research and communication within various fields.
• Practice and apply strategies such as interpretation, synthesis, response, and critique to compose texts that integrate the writer’s ideas with those from appropriate sources.
• Analyze and make informed decisions about intellectual property based on the concepts that motivate them.
• Apply citation conventions systematically.

As you conduct research, you will work with a range of “texts” in various forms, including sources and documents from online databases as well as images, audio, and video files from the Internet. You may also work with archival materials and with transcribed and analyzed primary data. Additionally, you will be taking notes and recording quotations from secondary sources as you find materials that shape your understanding of your topic and, at the same time, provide you with facts and perspectives. You also may download articles as PDFs that you then annotate. Like many other students, you may find it challenging to keep so much material organized, accessible, and easy to work with while you write a major research paper. As it does for many of those students, a research log for your ideas and sources will help you keep track of the scope, purpose, and possibilities of any research project.

A research log is essentially a journal in which you collect information, ask questions, and monitor the results. Even if you are completing the annotated bibliography for Writing Process: Informing and Analyzing , keeping a research log is an effective organizational tool. Like Lily Tran’s research log entry, most entries have three parts: a part for notes on secondary sources, a part for connections to the thesis or main points, and a part for your own notes or questions. Record source notes by date, and allow room to add cross-references to other entries.

Summary of Assignment: Research Log

Your assignment is to create a research log similar to the student model. You will use it for the argumentative research project assigned in Writing Process: Integrating Research to record all secondary source information: your notes, complete publication data, relation to thesis, and other information as indicated in the right-hand column of the sample entry.

Another Lens. A somewhat different approach to maintaining a research log is to customize it to your needs or preferences. You can apply shading or color coding to headers, rows, and/or columns in the three-column format (for colors and shading). Or you can add columns to accommodate more information, analysis, synthesis, or commentary, formatting them as you wish. Consider adding a column for questions only or one for connections to other sources. Finally, consider a different visual format , such as one without columns. Another possibility is to record some of your comments and questions so that you have an aural rather than a written record of these.

Writing Center

At this point, or at any other point during the research and writing process, you may find that your school’s writing center can provide extensive assistance. If you are unfamiliar with the writing center, now is a good time to pay your first visit. Writing centers provide free peer tutoring for all types and phases of writing. Discussing your research with a trained writing center tutor can help you clarify, analyze, and connect ideas as well as provide feedback on works in progress.

Quick Launch: Beginning Questions

You may begin your research log with some open pages in which you freewrite, exploring answers to the following questions. Although you generally would do this at the beginning, it is a process to which you likely will return as you find more information about your topic and as your focus changes, as it may during the course of your research.

• What information have I found so far?
• What do I still need to find?
• Where am I most likely to find it?

These are beginning questions. Like Lily Tran, however, you will come across general questions or issues that a quick note or freewrite may help you resolve. The key to this section is to revisit it regularly. Written answers to these and other self-generated questions in your log clarify your tasks as you go along, helping you articulate ideas and examine supporting evidence critically. As you move further into the process, consider answering the following questions in your freewrite:

• What evidence looks as though it best supports my thesis?
• What evidence challenges my working thesis?
• How is my thesis changing from where it started?

Creating the Research Log

As you gather source material for your argumentative research paper, keep in mind that the research is intended to support original thinking. That is, you are not writing an informational report in which you simply supply facts to readers. Instead, you are writing to support a thesis that shows original thinking, and you are collecting and incorporating research into your paper to support that thinking. Therefore, a research log, whether digital or handwritten, is a great way to keep track of your thinking as well as your notes and bibliographic information.

In the model below, Lily Tran records the correct MLA bibliographic citation for the source. Then, she records a note and includes the in-text citation here to avoid having to retrieve this information later. Perhaps most important, Tran records why she noted this information—how it supports her thesis: The human race must turn to sustainable food systems that provide healthy diets with minimal environmental impact, starting now . Finally, she makes a note to herself about an additional visual to include in the final paper to reinforce the point regarding the current pressure on food systems. And she connects the information to other information she finds, thus cross-referencing and establishing a possible synthesis. Use a format similar to that in Table 13.4 to begin your own research log.

Types of Research Notes

Taking good notes will make the research process easier by enabling you to locate and remember sources and use them effectively. While some research projects requiring only a few sources may seem easily tracked, research projects requiring more than a few sources are more effectively managed when you take good bibliographic and informational notes. As you gather evidence for your argumentative research paper, follow the descriptions and the electronic model to record your notes. You can combine these with your research log, or you can use the research log for secondary sources and your own note-taking system for primary sources if a division of this kind is helpful. Either way, be sure to include all necessary information.

Bibliographic Notes

These identify the source you are using. When you locate a useful source, record the information necessary to find that source again. It is important to do this as you find each source, even before taking notes from it. If you create bibliographic notes as you go along, then you can easily arrange them in alphabetical order later to prepare the reference list required at the end of formal academic papers. If your instructor requires you to use MLA formatting for your essay, be sure to record the following information:

• Title of source
• Title of container (larger work in which source is included)
• Other contributors
• Publication date

When using MLA style with online sources, also record the following information:

• Date of original publication
• Date of access
• DOI (A DOI, or digital object identifier, is a series of digits and letters that leads to the location of an online source. Articles in journals are often assigned DOIs to ensure that the source can be located, even if the URL changes. If your source is listed with a DOI, use that instead of a URL.)

It is important to understand which documentation style your instructor will require you to use. Check the Handbook for MLA Documentation and Format and APA Documentation and Format styles . In addition, you can check the style guide information provided by the Purdue Online Writing Lab .

Informational Notes

These notes record the relevant information found in your sources. When writing your essay, you will work from these notes, so be sure they contain all the information you need from every source you intend to use. Also try to focus your notes on your research question so that their relevance is clear when you read them later. To avoid confusion, work with separate entries for each piece of information recorded. At the top of each entry, identify the source through brief bibliographic identification (author and title), and note the page numbers on which the information appears. Also helpful is to add personal notes, including ideas for possible use of the information or cross-references to other information. As noted in Writing Process: Integrating Research , you will be using a variety of formats when borrowing from sources. Below is a quick review of these formats in terms of note-taking processes. By clarifying whether you are quoting directly, paraphrasing, or summarizing during these stages, you can record information accurately and thus take steps to avoid plagiarism.

Direct Quotations, Paraphrases, and Summaries

A direct quotation is an exact duplication of the author’s words as they appear in the original source. In your notes, put quotation marks around direct quotations so that you remember these words are the author’s, not yours. One advantage of copying exact quotations is that it allows you to decide later whether to include a quotation, paraphrase, or summary. ln general, though, use direct quotations only when the author’s words are particularly lively or persuasive.

A paraphrase is a restatement of the author’s words in your own words. Paraphrase to simplify or clarify the original author’s point. In your notes, use paraphrases when you need to record details but not exact words.

A summary is a brief condensation or distillation of the main point and most important details of the original source. Write a summary in your own words, with facts and ideas accurately represented. A summary is useful when specific details in the source are unimportant or irrelevant to your research question. You may find you can summarize several paragraphs or even an entire article or chapter in just a few sentences without losing useful information. It is a good idea to note when your entry contains a summary to remind you later that it omits detailed information. See Writing Process Integrating Research for more detailed information and examples of quotations, paraphrases, and summaries and when to use them.

Other Systems for Organizing Research Logs and Digital Note-Taking

Students often become frustrated and at times overwhelmed by the quantity of materials to be managed in the research process. If this is your first time working with both primary and secondary sources, finding ways to keep all of the information in one place and well organized is essential.

Because gathering primary evidence may be a relatively new practice, this section is designed to help you navigate the process. As mentioned earlier, information gathered in fieldwork is not cataloged, organized, indexed, or shelved for your convenience. Obtaining it requires diligence, energy, and planning. Online resources can assist you with keeping a research log. Your college library may have subscriptions to tools such as Todoist or EndNote. Consult with a librarian to find out whether you have access to any of these. If not, use something like the template shown in Figure 13.8 , or another like it, as a template for creating your own research notes and organizational tool. You will need to have a record of all field research data as well as the research log for all secondary sources.

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How to Do Research: A Step-By-Step Guide: 4a. Take Notes

• Get Started
• 1a. Select a Topic
• 1b. Develop Research Questions
• 1c. Identify Keywords
• 1d. Find Background Information
• 1e. Refine a Topic
• 2a. Search Strategies
• 2d. Articles
• 2e. Videos & Images
• 2f. Databases
• 2g. Websites
• 2h. Grey Literature
• 2i. Open Access Materials
• 3a. Evaluate Sources
• 3b. Primary vs. Secondary
• 3c. Types of Periodicals
• 4a. Take Notes
• 4b. Outline the Paper
• 4c. Incorporate Source Material
• 5a. Avoid Plagiarism
• 5b. Zotero & MyBib
• 5c. MLA Formatting
• 5d. MLA Citation Examples
• 5e. APA Formatting
• 5f. APA Citation Examples
• 5g. Annotated Bibliographies

Note Taking in Bibliographic Management Tools

We encourage students to use bibliographic citation management tools (such as Zotero, EasyBib and RefWorks) to keep track of their research citations. Each service includes a note-taking function. Find more information about citation management tools here . Whether or not you're using one of these, the tips below will help you.

Tips for Taking Notes Electronically

• Try using a bibliographic citation management tool to keep track of your sources and to take notes.
• As you add sources, put them in the format you're using (MLA, APA, Chicago, etc.).
• Group sources by publication type (i.e., book, article, website).
• Number each source within the publication type group.
• For websites, include the URL information and the date you accessed each site.
• Next to each idea, include the source number from the Works Cited file and the page number from the source. See the examples below. Note that #A5 and #B2 refer to article source 5 and book source 2 from the Works Cited file.

#A5 p.35: 76.69% of the hyperlinks selected from homepage are for articles and the catalog #B2 p.76: online library guides evolved from the paper pathfinders of the 1960s

• When done taking notes, assign keywords or sub-topic headings to each idea, quote or summary.
• Use the copy and paste feature to group keywords or sub-topic ideas together.
• Back up your master list and note files frequently!

Tips for Taking Notes by Hand

• Use index cards to keep notes and track sources used in your paper.
• Include the citation (i.e., author, title, publisher, date, page numbers, etc.) in the format you're using. It will be easier to organize the sources alphabetically when creating the Works Cited page.
• Number the source cards.
• Use only one side to record a single idea, fact or quote from one source. It will be easier to rearrange them later when it comes time to organize your paper.
• Include a heading or key words at the top of the card. 
• Include the Work Cited source card number.
• Include the page number where you found the information.
• Use abbreviations, acronyms, or incomplete sentences to record information to speed up the notetaking process.
• Write down only the information that answers your research questions.
• Use symbols, diagrams, charts or drawings to simplify and visualize ideas.

Forms of Notetaking

Use one of these notetaking forms to capture information:

• Summarize : Capture the main ideas of the source succinctly by restating them in your own words.
• Paraphrase : Restate the author's ideas in your own words.
• Quote : Copy the quotation exactly as it appears in the original source. Put quotation marks around the text and note the name of the person you are quoting.

Example of a Work Cited Card

Example notecard.

• << Previous: Step 4: Write
• Next: 4b. Outline the Paper >>
• Last Updated: Feb 21, 2024 11:01 AM
• URL: https://libguides.elmira.edu/research

• Writing Home
• Writing Advice Home

Taking Notes from Research Reading

• Printable PDF Version
• Fair-Use Policy

If you take notes efficiently, you can read with more understanding and also save time and frustration when you come to write your paper. These are three main principles

1. Know what kind of ideas you need to record

Focus your approach to the topic before you start detailed research. Then you will read with a purpose in mind, and you will be able to sort out relevant ideas.

• First, review the commonly known facts about your topic, and also become aware of the range of thinking and opinions on it. Review your class notes and textbook and browse in an encyclopaedia or other reference work.
• Try making a preliminary list of the subtopics you would expect to find in your reading. These will guide your attention and may come in handy as labels for notes.
• Choose a component or angle that interests you, perhaps one on which there is already some controversy. Now formulate your research question. It should allow for reasoning as well as gathering of information—not just what the proto-Iroquoians ate, for instance, but how valid the evidence is for early introduction of corn. You may even want to jot down a tentative thesis statement as a preliminary answer to your question. (See Using Thesis Statements .)
• Then you will know what to look for in your research reading: facts and theories that help answer your question, and other people’s opinions about whether specific answers are good ones.

2. Don’t write down too much

Your essay must be an expression of your own thinking, not a patchwork of borrowed ideas. Plan therefore to invest your research time in understanding your sources and integrating them into your own thinking. Your note cards or note sheets will record only ideas that are relevant to your focus on the topic; and they will mostly summarize rather than quote.

• Copy out exact words only when the ideas are memorably phrased or surprisingly expressed—when you might use them as actual quotations in your essay.
• Otherwise, compress ideas in your own words . Paraphrasing word by word is a waste of time. Choose the most important ideas and write them down as labels or headings. Then fill in with a few subpoints that explain or exemplify.
• Don’t depend on underlining and highlighting. Find your own words for notes in the margin (or on “sticky” notes).

3. Label your notes intelligently

Whether you use cards or pages for note-taking, take notes in a way that allows for later use.

• Save bother later by developing the habit of recording bibliographic information in a master list when you begin looking at each source (don’t forget to note book and journal information on photocopies). Then you can quickly identify each note by the author’s name and page number; when you refer to sources in the essay you can fill in details of publication easily from your master list. Keep a format guide handy (see Documentation Formats ).
• Try as far as possible to put notes on separate cards or sheets. This will let you label the topic of each note. Not only will that keep your notetaking focussed, but it will also allow for grouping and synthesizing of ideas later. It is especially satisfying to shuffle notes and see how the conjunctions create new ideas—yours.
• Leave lots of space in your notes for comments of your own—questions and reactions as you read, second thoughts and cross-references when you look back at what you’ve written. These comments can become a virtual first draft of your paper.

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Smart Note-Taking for Research Paper Writing

How to organize research notes using the Zettelkasten Method when writing academic papers

With plenty of note-taking tips and apps available, online and in paper form, it’s become extremely easy to take note of information, ideas, or thoughts. As simple as it is to write down an idea or jot down a quote, the skill of academic research and writing for a thesis paper is on another level entirely. And keeping a record or an archive of all of the information you need can quickly require a very organized system.

The use of index cards seems old-fashioned considering that note-taking apps (psst! Hypernotes ) offer better functionality and are arguably more user-friendly. However, software is only there to help aid our individual workflow and thinking process. That’s why understanding and learning how to properly research, take notes and write academic papers is still a highly valuable skill.

Let’s Start Writing! But Where to Start…

Writing academic papers is a vital skill most students need to learn and practice. Academic papers are usually time-intensive pieces of written content that are a requirement throughout school or at University. Whether a topic is assigned or you have to choose your own, there’s little room for variation in how to begin.

Popular and purposeful in analyzing and evaluating the knowledge of the author as well as assessing if the learning objectives were met, research papers serve as information-packed content. Most of us may not end up working jobs in academic professions or be researchers at institutions, where writing research papers is also part of the job, but we often read such papers. 

Despite the fact that most research papers or dissertations aren’t often read in full, journalists, academics, and other professionals regularly use academic papers as a basis for further literary publications or blog articles. The standard of academic papers ensures the validity of the information and gives the content authority. 

There’s no-nonsense in research papers. To make sure to write convincing and correct content, the research stage is extremely important. And, naturally, when doing any kind of research, we take notes.

Why Take Notes?

There are particular standards defined for writing academic papers . In order to meet these standards, a specific amount of background information and researched literature is required. Taking notes helps keep track of read/consumed literary material as well as keeps a file of any information that may be of importance to the topic. 

The aim of writing isn’t merely to advertise fully formed opinions, but also serves the purpose of developing opinions worth sharing in the first place. 

What is Note-Taking?

Note-taking (sometimes written as notetaking or note-taking ) is the practice of recording information from different sources and platforms. For academic writing, note-taking is the process of obtaining and compiling information that answers and supports the research paper’s questions and topic. Notes can be in one of three forms: summary, paraphrase, or direct quotation.

Note-taking is an excellent process useful for anyone to turn individual thoughts and information into organized ideas ready to be communicated through writing. Notes are, however, only as valuable as the context. Since notes are also a byproduct of the information we consume daily, it’s important to categorize information, develop connections, and establish relationships between pieces of information. 

What Type of Notes Can I Take?

• Explanation of complex theories
• Background information on events or persons of interest
• Definitions of terms
• Quotations of significant value
• Illustrations or graphics

Note-Taking 101

Taking notes or doing research for academic papers shouldn’t be that difficult, considering we take notes all the time. Wrong. Note-taking for research papers isn’t the same as quickly noting down an interesting slogan or cool quote from a video, putting it on a sticky note, and slapping it onto your bedroom or office wall.

Note-taking for research papers requires focus and careful deliberation of which information is important to note down, keep on file, or use and reference in your own writing. Depending on the topic and requirements of your research paper from your University or institution, your notes might include explanations of complex theories, definitions, quotations, and graphics. 

Stages of Research Paper Writing

1. Preparation Stage

Before you start, it’s recommended to draft a plan or an outline of how you wish to begin preparing to write your research paper. Make note of the topic you will be writing on, as well as the stylistic and literary requirements for your paper.

2. Research Stage

In the research stage, finding good and useful literary material for background knowledge is vital. To find particular publications on a topic, you can use Google Scholar or access literary databases and institutions made available to you through your school, university, or institution. 

Make sure to write down the source location of the literary material you find. Always include the reference title, author, page number, and source destination. This saves you time when formatting your paper in the later stages and helps keep the information you collect organized and referenceable.

In the worst-case scenario, you’ll have to do a backward search to find the source of a quote you wrote down without reference to the original literary material. 

3. Writing Stage

When writing, an outline or paper structure is helpful to visually break up the piece into sections. Once you have defined the sections, you can begin writing and referencing the information you have collected in the research stage.

Clearly mark which text pieces and information where you relied on background knowledge, which texts are directly sourced, and which information you summarized or have written in your own words. This is where your paper starts to take shape.  

4. Draft Stage

After organizing all of your collected notes and starting to write your paper, you are already in the draft stage. In the draft stage, the background information collected and the text written in your own words come together. Every piece of information is structured by the subtopics and sections you defined in the previous stages. 

5. Final Stage

Success! Well… almost! In the final stage, you look over your whole paper and check for consistency and any irrelevancies. Read through the entire paper for clarity, grammatical errors , and peace of mind that you have included everything important. 

Make sure you use the correct formatting and referencing method requested by your University or institution for research papers. Don’t forget to save it and then send the paper on its way.

Best Practice Note-Taking Tips

• Find relevant and authoritative literary material through the search bar of literary databases and institutions.
• Practice citation repeatedly! Always keep a record of the reference book title, author, page number, and source location. At best, format the citation in the necessary format from the beginning. 
• Organize your notes according to topic or reference to easily find the information again when in the writing stage. Work invested in the early stages eases the writing and editing process of the later stages.
• Summarize research notes and write in your own words as much as possible. Cite direct quotes and clearly mark copied text in your notes to avoid plagiarism.  

Take Smart Notes

Taking smart notes isn’t as difficult as it seems. It’s simply a matter of principle, defined structure, and consistency. Whether you opt for a paper-based system or use a digital tool to write and organize your notes depends solely on your individual personality, needs, and workflow.

With various productivity apps promoting diverse techniques, a good note-taking system to take smart notes is the Zettelkasten Method . Invented by Niklas Luhmann, a german sociologist and researcher, the Zettelkasten Method is known as the smart note-taking method that popularized personalized knowledge management. 

As a strategic process for thinking and writing, the Zettelkasten Method helps you organize your knowledge while working, studying, or researching. Directly translated as a ‘note box’, Zettelkasten is simply a framework to help organize your ideas, thoughts, and information by relating pieces of knowledge and connecting pieces of information to each other.

Hypernotes is a note-taking app that can be used as a software-based Zettelkasten, with integrated features to make smart note-taking so much easier, such as auto-connecting related notes, and syncing to multiple devices. In each notebook, you can create an archive of your thoughts, ideas, and information. 

Using the tag system to connect like-minded ideas and information to one another and letting Hypernotes do its thing with bi-directional linking, you’ll soon create a web of knowledge about anything you’ve ever taken note of. This feature is extremely helpful to navigate through the enormous amounts of information you’ve written down. Another benefit is that it assists you in categorizing and making connections between your ideas, thoughts, and saved information in a single notebook. Navigate through your notes, ideas, and knowledge easily.

Ready, Set, Go!

Writing academic papers is no simple task. Depending on the requirements, resources available, and your personal research and writing style, techniques, apps, or practice help keep you organized and increase your productivity. 

Whether you use a particular note-taking app like Hypernotes for your research paper writing or opt for a paper-based system, make sure you follow a particular structure. Repeat the steps that help you find the information you need quicker and allow you to reproduce or create knowledge naturally.

Images from NeONBRAND , hana_k and Surface via Unsplash 

A well-written piece is made up of authoritative sources and uses the art of connecting ideas, thoughts, and information together. Good luck to all students and professionals working on research paper writing! We hope these tips help you in organizing the information and aid your workflow in your writing process.

Cheers, Jessica and the Zenkit Team

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How to Take Notes

How to Use Sources Effectively

Most articles in periodicals and some of the book sources you use, especially those from the children’s room at the library, are probably short enough that you can read them from beginning to end in a reasonable amount of time. Others, however, may be too long for you to do that, and some are likely to cover much more than just your topic. Use the table of contents and the index in a longer book to find the parts of the book that contain information on your topic. When you turn to those parts, skim them to make sure they contain information you can use. Feel free to skip parts that don’t relate to your questions, so you can get the information you need as quickly and efficiently as possible.

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Get 10% off with 24start discount code, methods for note taking.

Don’t—start reading a book and writing down information on a sheet of notebook paper. If you make this mistake, you’ll end up with a lot of disorganized scribbling that may be practically useless when you’re ready to outline your research paper and write a first draft. Some students who tried this had to cut up their notes into tiny strips, spread them out on the floor, and then tape the strips back together in order to put their information in an order that made sense. Other students couldn’t even do that—without going to a photocopier first—because they had written on both sides of the paper. To avoid that kind of trouble, use the tried-and-true method students have been using for years—take notes on index cards.

Taking Notes on Index Cards

As you begin reading your sources, use either 3″ x 5″ or 4″ x 6″ index cards to write down information you might use in your paper. The first thing to remember is: Write only one idea on each card. Even if you write only a few words on one card, don’t write anything about a new idea on that card. Begin a new card instead. Also, keep all your notes for one card only on that card. It’s fine to write on both the front and back of a card, but don’t carry the same note over to a second card. If you have that much to write, you probably have more than one idea.

After you complete a note card, write the source number of the book you used in the upper left corner of the card. Below the source number, write the exact number or numbers of the pages on which you found the information. In the upper right corner, write one or two words that describe the specific subject of the card. These words are like a headline that describes the main information on the card. Be as clear as possible because you will need these headlines later.

After you finish taking notes from a source, write a check mark on your source card as a reminder that you’ve gone through that source thoroughly and written down all the important information you found there. That way, you won’t wonder later whether you should go back and read that source again.

Taking Notes on Your Computer

Another way to take notes is on your computer. In order to use this method, you have to rely completely on sources that you can take home, unless you have a laptop computer that you can take with you to the library.

If you do choose to take notes on your computer, think of each entry on your screen as one in a pack of electronic note cards. Write your notes exactly as if you were using index cards. Be sure to leave space between each note so that they don’t run together and look confusing when you’re ready to use them. You might want to insert a page break between each “note card.”

When deciding whether to use note cards or a computer, remember one thing—high-tech is not always better. Many students find low-tech index cards easier to organize and use than computer notes that have to be moved around by cutting and pasting. In the end, you’re the one who knows best how you work, so the choice is up to you.

How to Take Effective Notes

Knowing the best format for notes is important, but knowing what to write on your cards or on your computer is essential. Strong notes are the backbone of a good research paper.

Not Too Much or Too Little

When researching, you’re likely to find a lot of interesting information that you never knew before. That’s great! You can never learn too much. But for now your goal is to find information you can use in your research paper. Giving in to the temptation to take notes on every detail you find in your research can lead to a huge volume of notes—many of which you won’t use at all. This can become difficult to manage at later stages, so limit yourself to information that really belongs in your paper. If you think a piece of information might be useful but you aren’t sure, ask yourself whether it helps answer one of your research questions.

Writing too much is one pitfall; writing too little is another. Consider this scenario: You’ve been working in the library for a couple of hours, and your hand grows tired from writing. You come to a fairly complicated passage about how to tell if a dog is angry, so you say to yourself, “I don’t have to write all this down. I’ll remember.” But you won’t remember—especially after all the reading and note taking you have been doing. If you find information you know you want to use later on, get it down. If you’re too tired, take a break or take off the rest of the day and return tomorrow when you’re fresh.

To Note or Not to Note: That is the Question

What if you come across an idea or piece of information that you’ve already found in another source? Should you write it down again? You don’t want to end up with a whole stack of cards with the same information on each one. On the other hand, knowing that more than one source agrees on a particular point is helpful. Here’s the solution: Simply add the number of the new source to the note card that already has the same piece of information written on it. Take notes on both sources. In your paper, you may want to come right out and say that sources disagree on this point. You may even want to support one opinion or the other—if you think you have a strong enough argument based on facts from your research.

Paraphrasing—Not Copying

Have you ever heard the word plagiarism? It means copying someone else’s words and claiming them as your own. It’s really a kind of stealing, and there are strict rules against it.

The trouble is many students plagiarize without meaning to do so. The problem starts at the note-taking stage. As a student takes notes, he or she may simply copy the exact words from a source. The student doesn’t put quotation marks around the words to show that they are someone else’s. When it comes time to draft the paper, the student doesn’t even remember that those words were copied from a source, and the words find their way into the draft and then into the final paper. Without intending to do so, that student has plagiarized, or stolen, another person’s words.

The way to avoid plagiarism is to paraphrase, or write down ideas in your own words rather than copy them exactly. Look again at the model note cards in this chapter, and notice that the words in the notes are not the same as the words from the sources. Some of the notes are not even written in complete sentences. Writing in incomplete sentences is one way to make sure you don’t copy—and it saves you time, energy, and space. When you write a draft of your research paper, of course, you will use complete sentences.

How to Organize Your Notes

Once you’ve used all your sources and taken all your notes, what do you have? You have a stack of cards (or if you’ve taken notes on a computer, screen after screen of entries) about a lot of stuff in no particular order. Now you need to organize your notes in order to turn them into the powerful tool that helps you outline and draft your research paper. Following are some ideas on how to do this, so get your thinking skills in gear to start doing the job for your own paper.

Organizing Note Cards

The beauty of using index cards to take notes is that you can move them around until they are in the order you want. You don’t have to go through complicated cutting-and-pasting procedures, as you would on your computer, and you can lay your cards out where you can see them all at once. One word of caution—work on a surface where your cards won’t fall on the floor while you’re organizing them.

Start by sorting all your cards with the same headlines into the same piles, since all of these note cards are about the same basic idea. You don’t have to worry about keeping notes from the same sources together because each card is marked with a number identifying its source.

Next, arrange the piles of cards so that the order the ideas appear in makes sense. Experts have named six basic types of order. One—or a combination of these—may work for you:

• Chronological , or Time, Order covers events in the order in which they happened. This kind of order works best for papers that discuss historical events or tell about a person’s life.
• Spatial  Order organizes your information by its place or position. This kind of order can work for papers about geography or about how to design something—a garden, for example.
• Cause and Effect  discusses how one event or action leads to another. This kind of organization works well if your paper explains a scientific process or events in history.
• Problem/Solution explains a problem and one or more ways in which it can be solved. You might use this type of organization for a paper about an environmental issue, such as global warming.
• Compare and Contrast  discusses similarities and differences between people, things, events, or ideas.
• Order of  Importance  explains an idea, starting with its most important aspects first and ending with the least important aspects—or the other way around.

After you determine your basic organization, arrange your piles accordingly. You’ll end up with three main piles—one for sounds, one for facial expressions, and one for body language. Go through each pile and put the individual cards in an order that makes sense. Don’t forget that you can move your cards around, trying out different organizations, until you are satisfied that one idea flows logically into another. Use a paper clip or rubber band to hold the piles together, and then stack them in the order you choose. Put a big rubber band around the whole stack so the cards stay in order.

Organizing Notes on Your Computer

If you’ve taken notes on a computer, organize them in much the same way you would organize index cards. The difference is that you use the cut-and-paste functions on your computer rather than moving cards around. The advantage is that you end up with something that’s already typed—something you can eventually turn into an outline without having to copy anything over. The disadvantage is that you may have more trouble moving computer notes around than note cards: You can’t lay your notes out and look at them all at once, and you may get confused when trying to find where information has moved within a long file on your computer screen.

However, be sure to back up your note cards on an external storage system of your choice. In addition, print hard copies as you work. This way, you won’t lose your material if your hard drive crashes or the file develops a glitch.

Developing a Working Bibliography

When you start your research, your instructor may ask you to prepare a working bibliography listing the sources you plan to use. Your working bibliography differs from your Works Cited page in its scope: your working bibliography is much larger. Your Works Cited page will include only those sources you have actually cited in your research paper.

To prepare a working bibliography, arrange your note cards in the order required by your documentation system (such as MLA and APA) and keyboard the entries following the correct form. If you have created your bibliography cards on the computer, you just have to sort them, usually into alphabetical order.

Developing an Annotated Bibliography

Some instructors may ask you to create an annotated bibliography as a middle step between your working bibliography and your Works Cited page. An annotated bibliography is the same as a working bibliography except that it includes comments about the sources. These notes enable your instructor to assess your progress. They also help you evaluate your information more easily. For example, you might note that some sources are difficult to find, hard to read, or especially useful.

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Study Skills

Research skills.

• Searching the literature
• Note making for dissertations
• Research Data Management
• Copyright and licenses
• Publishing in journals
• Publishing academic books
• Depositing your thesis
• Research metrics
• Build your online profile
• Finding support

Note making for dissertations: First steps into writing

Note making (as opposed to note taking) is an active practice of recording relevant parts of reading for your research as well as your reflections and critiques of those studies. Note making, therefore, is a pre-writing exercise that helps you to organise your thoughts prior to writing. In this module, we will cover:

• The difference between note taking and note making
• Seven tips for good note making
• Strategies for structuring your notes and asking critical questions
• Different styles of note making

To complete this section, you will need:

• Approximately 20-30 minutes.
• Access to the internet. All the resources used here are available freely.
• Some equipment for jotting down your thoughts, a pen and paper will do, or your phone or another electronic device.

Note taking v note making

When you think about note taking, what comes to mind? Perhaps trying to record everything said in a lecture? Perhaps trying to write down everything included in readings required for a course?

• Note taking is a passive process. When you take notes, you are often trying to record everything that you are reading or listening to. However, you may have noticed that this takes a lot of effort and often results in too many notes to be useful.  
• Note making , on the other hand, is an active practice, based on the needs and priorities of your project. Note making is an opportunity for you to ask critical questions of your readings and to synthesise ideas as they pertain to your research questions. Making notes is a pre-writing exercise that develops your academic voice and makes writing significantly easier.

Seven tips for effective note making

Note making is an active process based on the needs of your research. This video contains seven tips to help you make brilliant notes from articles and books to make the most of the time you spend reading and writing.

• Transcript of Seven Tips for Effective Notemaking

Question prompts for strategic note making

You might consider structuring your notes to answer the following questions. Remember that note making is based on your needs, so not all of these questions will apply in all cases. You might try answering these questions using the note making styles discussed in the next section.

• Question prompts for strategic note making
• Background question prompts
• Critical question prompts
• Synthesis question prompts

Answer these six questions to frame your reading and provide context.

• What is the context in which the text was written? What came before it? Are there competing ideas?
• Who is the intended audience?
• What is the author’s purpose?
• How is the writing organised?
• What are the author’s methods?
• What is the author’s key argument and conclusions?

Answer these six questions to determine your critical perspectivess and develop your academic voice.

• What are the most interesting/compelling ideas (to you) in this study?
• Why do you find them interesting? How do they relate to your study?
• What questions do you have about the study?
• What could it cover better? How could it have defended its research better?
• What are the implications of the study? (Look not just to the conclusions but also to definitions and models)
• Are there any gaps in the study? (Look not just at conclusions but definitions, literature review, methodology)

Answer these five questions to compare aspects of various studies (such as for a literature review. 

• What are the similarities and differences in the literature?
• Critically analyse the strengths, limitations, debates and themes that emerg from the literature.
• What would you suggest for future research or practice?
• Where are the gaps in the literature? What is missing? Why?
• What new questions should be asked in this area of study?

Styles of note making

• Linear notes . Great for recording thoughts about your readings. [video]
• Mind mapping : Great for thinking through complex topics. [video]

Further sites that discuss techniques for note making:

• Note-taking techniques
• Common note-taking methods
• Strategies for effective note making  

Did you know?

How did you find this Research Skills module

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Writing a Research Paper: 5. Taking Notes & Documenting Sources

• Getting Started
• 1. Topic Ideas
• 2. Thesis Statement & Outline
• 3. Appropriate Sources
• 4. Search Techniques
• 5. Taking Notes & Documenting Sources
• 6. Evaluating Sources
• 7. Citations & Plagiarism
• 8. Writing Your Research Paper

Taking Notes & Documenting Sources

How to take notes and document sources.

Note taking is a very important part of the research process.  It will help you:

• keep your ideas and sources organized
• effectively use the information you find
• avoid plagiarism

When you find good information to be used in your paper:

• Read the text critically, think how it is related to your argument, and decide how you are going to use it in your paper.
• Select the material that is relevant to your argument.
• Copy the original text for direct quotations or briefly summarize the content in your own words, and make note of how you will use it.
• Copy the citation or publication information of the source.
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• Next: 6. Evaluating Sources >>
• Last Updated: Sep 26, 2023 5:26 PM
• URL: https://kenrick.libguides.com/writing-a-research-paper

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Useful Research Notes

Why is notetaking important, what should i note.

• Guidelines for good notetaking

5 Notetaking Pitfalls to Avoid

• Note templates

Good notes ask questions, summarize key points, analyse, connect to your thesis, and to other sources.

Taking notes helps you read analytically and critically. Notetaking also provides distance from sources, making it a useful strategy to avoid plagiarism.

Bibliographic or Reference Information

Before taking any notes on content, record the bibliographic information. For books, r ecord the author, title, publisher, place of publication, and date published and for journal articles, you need the name of the journal, the volume and issue numbers, the year published, and pages.

Summary or Paraphrase

Most of your notes will be of summaries of an author’s ideas, arguments, or findings with some paraphrases of more specific ideas. It is essential that you strive for accuracy. Do not confuse what you want research to show with what it does show, and do not make a point out of context. 

Facts and Figures

Be meticulous when you record facts or figures.

Quote thoughtfully and carefully; take note of context so you can be true to the author’s intent.  Remember to always place quotation marks around direct quotations in your notes.

Record important terms or words that need clarification. Your ability to use these words correctly and to define terms clearly will affect the success of your argument and analysis.

Response and Analysis

Record your insights and questions as you read; your notes will then provide that necessary balance between yourself and the material.

• Consider how the interpretation offered by the text addresses your topic and it relates to your thesis.
• Compare and contrast competing arguments between scholars.
• Assess the author’s use of evidence or the logic of his or her argument.
• Ask questions like “how,” “why,” and “so what?”
• Ask how your research supports your thesis or doesn't support it, as the case may be, and how you will have to deal with it in your essay.

Guidelines for Good Notetaking

• Have a clear direction: Maintain a clear focus on the purpose of your work. As you read and research, revise and modify your tentative thesis and outline.
• Organize your notes carefully: set up a folder for your research, save your digital files frequently and clearly label all files.
• Take point-form notes in your own words as much as possible: include your own thoughts and analysis about the reading. Make sure to note references and page numbers for all sources.
• Wait for breaks in the reading (paragraph, sub-section, chapter) before summarizing the author's ideas; then go back to specific details you wish to include.
• Once you have finished the whole text, review your notes, and summarize the key points and how they relate to your work.
• Taking too many notes: without a clear research direction, you may take far too many notes. Consider your purpose; only record ideas relevant to your topic and thesis and which have a place in your outline.
• Using sticky notes or highlighting instead of taking point-from notes: putting ideas into your words makes you think about material more carefully. It also helps avoid plagiarism.
• Copying and pasting from electronic sources: this makes it hard to remember if ideas belong to you or the author. In addition, you may rely too heavily on direct quotation in your paper, with little attention to analysis.
• Incomplete referencing: when you record references at the final stages of writing, it is easier to miss essential information or have difficulty finding the texts again.
• Recording content but not your analysis: ignoring your own response can lead you to a paper with too much summary and not enough analysis.

Want to create or adapt books like this? Learn more about how Pressbooks supports open publishing practices.

9 Organizing Research: Taking and Keeping Effective Notes

Once you’ve located the right primary and secondary sources, it’s time to glean all the information you can from them. In this chapter, you’ll first get some tips on taking and organizing notes. The second part addresses how to approach the sort of intermediary assignments (such as book reviews) that are often part of a history course.

Honing your own strategy for organizing your primary and secondary research is a pathway to less stress and better paper success. Moreover, if you can find the method that helps you best organize your notes, these methods can be applied to research you do for any of your classes.

Before the personal computing revolution, most historians labored through archives and primary documents and wrote down their notes on index cards, and then found innovative ways to organize them for their purposes. When doing secondary research, historians often utilized (and many still do) pen and paper for taking notes on secondary sources. With the advent of digital photography and useful note-taking tools like OneNote, some of these older methods have been phased out – though some persist. And, most importantly, once you start using some of the newer techniques below, you may find that you are a little “old school,” and might opt to integrate some of the older techniques with newer technology.

Whether you choose to use a low-tech method of taking and organizing your notes or an app that will help you organize your research, here are a few pointers for good note-taking.

Principles of note-taking

• If you are going low-tech, choose a method that prevents a loss of any notes. Perhaps use one spiral notebook, or an accordion folder, that will keep everything for your project in one space. If you end up taking notes away from your notebook or folder, replace them—or tape them onto blank pages if you are using a notebook—as soon as possible.
• If you are going high-tech, pick one application and stick with it. Using a cloud-based app, including one that you can download to your smart phone, will allow you to keep adding to your notes even if you find yourself with time to take notes unexpectedly.
• When taking notes, whether you’re using 3X5 note cards or using an app described below, write down the author and a shortened title for the publication, along with the page number on EVERY card. We can’t emphasize this point enough; writing down the bibliographic information the first time and repeatedly will save you loads of time later when you are writing your paper and must cite all key information.
• Include keywords or “tags” that capture why you thought to take down this information in a consistent place on each note card (and when using the apps described below). If you are writing a paper about why Martin Luther King, Jr., became a successful Civil Rights movement leader, for example, you may have a few theories as you read his speeches or how those around him described his leadership. Those theories—religious beliefs, choice of lieutenants, understanding of Gandhi—might become the tags you put on each note card.
• Note-taking applications can help organize tags for you, but if you are going low tech, a good idea is to put tags on the left side of a note card, and bibliographic info on the right side.

Organizing research- applications that can help

Using images in research.

• If you are in an archive: make your first picture one that includes the formal collection name, the box number, the folder name and call numbe r and anything else that would help you relocate this information if you or someone else needed to. Do this BEFORE you start taking photos of what is in the folder.
• If you are photographing a book or something you may need to return to the library: take a picture of all the front matter (the title page, the page behind the title with all the publication information, maybe even the table of contents).

Once you have recorded where you find it, resist the urge to rename these photographs. By renaming them, they may be re-ordered and you might forget where you found them. Instead, use tags for your own purposes, and carefully name and date the folder into which the photographs were automatically sorted. There is one free, open-source program, Tropy , which is designed to help organize photos taken in archives, as well as tag, annotate, and organize them. It was developed and is supported by the Roy Rosenzweig Center for History and New Media at George Mason University. It is free to download, and you can find it here: https://tropy.org/ ; it is not, however, cloud-based, so you should back up your photos. In other cases, if an archive doesn’t allow photography (this is highly unlikely if you’ve made the trip to the archive), you might have a laptop on hand so that you can transcribe crucial documents.

Using note or project-organizing apps

When you have the time to sit down and begin taking notes on your primary sources, you can annotate your photos in Tropy. Alternatively, OneNote, which is cloud-based, can serve as a way to organize your research. OneNote allows you to create separate “Notebooks” for various projects, but this doesn’t preclude you from searching for terms or tags across projects if the need ever arises. Within each project you can start new tabs, say, for each different collection that you have documents from, or you can start new tabs for different themes that you are investigating. Just as in Tropy, as you go through taking notes on your documents you can create your own “tags” and place them wherever you want in the notes.

Another powerful, free tool to help organize research, especially secondary research though not exclusively, is Zotero found @ https://www.zotero.org/ . Once downloaded, you can begin to save sources (and their URL) that you find on the internet to Zotero. You can create main folders for each major project that you have and then subfolders for various themes if you would like. Just like the other software mentioned, you can create notes and tags about each source, and Zotero can also be used to create bibliographies in the precise format that you will be using. Obviously, this function is super useful when doing a long-term, expansive project like a thesis or dissertation.

How History is Made: A Student’s Guide to Reading, Writing, and Thinking in the Discipline Copyright © 2022 by Stephanie Cole; Kimberly Breuer; Scott W. Palmer; and Brandon Blakeslee is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License , except where otherwise noted.

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Research Guides

Gould library, reading well and taking research notes.

• How to read for college
• How to take research notes
• How to use sources in your writing
• Tools for note taking and annotations
• Mobile apps for notes and annotations
• Assistive technology
• How to cite your sources

Be Prepared: Keep track of which notes are direct quotes, which are summary, and which are your own thoughts. For example, enclose direct quotes in quotation marks, and enclose your own thoughts in brackets. That way you'll never be confused when you're writing.

Be Clear: Make sure you have noted the source and page number!

Be Organized: Keep your notes organized but in a single place so that you can refer back to notes about other readings at the same time.

Be Consistent: You'll want to find specific notes later, and one way to do that is to be consistent in the way you describe things. If you use consistent terms or tags or keywords, you'll be able to find your way back more easily.

Recording what you find

Take full notes

Whether you take notes on cards, in a notebook, or on the computer, it's vital to record information accurately and completely. Otherwise, you won't be able to trust your own notes. Most importantly, distinguish between (1) direct quotation; (2) paraphrases and summaries of the text; and (3) your own thoughts. On a computer, you have many options for making these distinctions, such as parentheses, brackets, italic or bold text, etc.

Know when to quote, paraphrase, and summarize

• Summarize when you only need to remember the main point of the passage, chapter, etc.
• Paraphrase when you are able to able to clearly state a source's point or meaning in your own words.
• Quote exactly when you need the author's exact words or authority as evidience to back up your claim. You may also want to be sure and use the author's exact wording, either because they stated their point so well, or because you want to refute that point and need to demonstrate you aren't misrepresenting the author's words.

Get the context right

Don't just record the author's words or ideas; be sure and capture the context and meaning that surrounds those ideas as well. It can be easy to take a short quote from an author that completely misrepresents his or her actual intentions if you fail to take the context into account. You should also be sure to note when the author is paraphrasing or summarizing another author's point of view--don't accidentally represent those ideas as the ideas of the author.

Example of reading notes

Here is an example of reading notes taken in Evernote, with citation and page numbers noted as well as quotation marks for direct quotes and brackets around the reader's own thoughts.

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Research Note

Takes effect immediately upon receipt. — In-game description

“ Takes effect immediately upon receipt. — In-game description

As wallet currency:

“ Acquired by deconstructing crafted items with research kits. Used at vendors in Cantha and to craft newer recipes. — In-game description

Research Notes are a currency and crafting material earned by salvaging crafted items with a Research Kit , or by toggling the option to automatically research crafted items in the crafting interface. They are automatically stored in the wallet upon acquisition.

• 1.1 Salvaged from
• 1.2 Contained in
• 2.1 Multiple disciplines
• 2.2 Armorsmith
• 2.3 Artificer
• 2.4 Huntsman
• 2.5 Jeweler
• 2.6 Leatherworker
• 2.8 Weaponsmith
• 3 Currency for
• 5 External links

Acquisition [ edit ]

Salvaged from [ edit ].

Use a Research Kit to salvage crafted items for research notes:

• Utility items (only above Novice level recipes)
• Crafted food (only above Novice level recipes) 1 2 3
• Crafted armor 4
• Crafted weapons 5
• Crafted tonics
• Crafted potions (only above Novice level recipes)

Use a Research Kit on a stat changed non-salvageable named Ascended Weapon and Armor:

• If an Ascended Weapon/Armor (from named boxes, e.g. Sabetha's armor, Mist-Touched defender armor) is un-salvageable since its not crafted, you can stat change them in the Mystic Forge to normal ascended gear, then salvage them using a Research Kit for research notes.

Extract any runes, sigils, and infusions that you need first. As they will be lost.

• Salvage research can be found here .

• Contains 5 research notes.
• Ascended feasts (2)
• Crafted exotic armor (8-10)
• Crafted exotic weapons (8-10)

• Contains 25 research notes.
• Ascended feasts (1-2)
• Crafted exotic armor (3-4)
• Crafted exotic weapons (2-4)
• Crafted ascended armor excluding coats(4-20) [ verification requested ]

• Contains 100 research notes.
• Crafted exotic armor (0-1)
• Crafted ascended armor excluding coats (2-6) [ verification requested ]
• Crafted ascended coats (2-3)
• Crafted ascended weapons (2-3)

• Contains 500 research notes.
• Crafted ascended armor (1)
• Crafted ascended weapons (1)

Contained in [ edit ]

Used in [ edit ]

Multiple disciplines, leatherworker, weaponsmith, currency for [ edit ].

• Guest Elder
• Keycard Exchange Service
• Repurposed Jade Servitor
• Requisitions Specialist
• Xunlai Jade Sales Associate
• Zazzl and Archaeologist Vorri

Notes [ edit ]

• Since the July 7, 2022 game update , the Research Notes go directly into the wallet. The previously earned notes can be double-clicked to add to the wallet.

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How to code and organize research notes for analysis like a pro

15 Minute Read

Conducting high quality, rigorous research is tough, regardless of how seasoned you are, because each research project is completely unique. In addition to actually doing the research itself, aggregating and organizing research notes can be overwhelming. 

Making sense of research data during synthesis and writing up a research report takes a lot of time. And if you don't organize your research notes and set yourself up for success early on, it will take even longer. You’ll miss out on important observations that will slow down your analysis and impact the quality of your research findings.

Taking the time to code and organize your research notes is key to avoid feeling overwhelmed by the sheer volume of data. In this article, we’ll share some practical tips to set you up for doing high quality analysis and synthesis. 

Re-Organize, Re-Group, Re-Compile: A method for making meaning out of mess.

You must be wondering - organize, group and compile make sense. But what does the 'Re' mean? This is a recursive approach to research. You cast a wide net to gather as many ideas and data points as you can when conducting your research. Don’t filter the data or try to make sense of it prematurely.  

This data-gathering stage is where you pull in qualitative data, like interview transcripts with direct quotes from a user interview analysis and/or observations from a user researcher’s notes. Only once you’ve collected all of your data do you start analysis.

It’s useful to timebox synthesis to a day or two, depending on the size of your study. Because of how fresh the data needs to be in your mind, it isn’t the type of thing you can span over weeks. Ideally, this process can be done with a teammate, but it can also be a solo activity. 

Break down information into smaller pieces of data that might become sub-topics, and then cluster that data into groups that display likeness or tension. Group and regroup that data to sharpen it and you’ll start to recognize recurring patterns or themes using a grounded theory approach. 

Don’t think about it too much, these groups aren’t set it stone, so just go with your gut. Later on, we’ll talk about how color coding and tags can augment you here.

 Once the initial cluster analysis is done, you begin to dive deeper into the data. Your research hasn't quite crossed the chasm to become anything meaningful quite yet, but you might start to sense emerging insights. During this messy middle stage of analysis, data still appears to be a bunch of disparate observations, anecdotes, and verbatims bunched into subtopics.

You may feel the need to do additional research as some points need to be elaborated further, or you want to add additional points. Continue to follow the above method again if you do bring in more data. 

Using physical or digital research notes

This process can be done with physical sticky notes or digital sticky notes . Some researchers prefer working outside of the physical limitations of a screen and to manipulate and marinade with the data in person. I’m a big fan of the physical war room, but there are a lot of upsides to working data digitally. Using tools designed specifically for this process, you won’t lose track of where data came from and will save time otherwise wasted writing and manually coding sticky notes.

Whether you opt for physical or digital notes, continue to regroup your data into sub-topics and then topics, until you feel confident with the higher level themes that are emerging.  

Applying meaning to research notes with color and tags

Coloring and tagging, otherwise known as “coding” in research, are effective ways to organize research notes and assign meaning to pieces of data. They are helpful as you start to pull apart and apply different lenses to your data during the synthesis process. 

Color as a visual cue

Color can be a powerful visual cue to see how patterns distribute across your themes. For example, using a unique color for each participant or persona type can reveal an interesting visual that becomes a nugget of an emerging insight. 

How heavily are you influencing one theme by a certain persona type or participant?

You can also assign a color to sentiment and see how positive or negative emotions are distributed across or concentrated in a particular product experience or workflow. This too can be done with either physical or digital sticky notes. 

Global versus project tags

You can think of tags in two buckets: global or project-based. Some tags will be universally applicable to any research, while others will surface during analysis and be completely unique to that dataset. 

For example, you may decide to code data across all research projects with persona type, like “Parent” or “Teacher.” Or you may get more specific and assign it to a participant as well, like “P1” or “T2.” You might also decide as a research organization to adopt tags like “Pain Point”, “Motivation”, “Goal”, or “Need.”

An example of a tag that might organically reveal itself in the data would be “Inequity”, “Age appropriateness”, or “Student interaction.” Notice that these are much more specific.

You can code data physically on sticky notes by simply writing the tag in the bottom of each note. However, there are constraints to this method, like if one note should be coded by several different tags and fits into multiple themes. In this scenario, you can duplicate the note.

If this process of coding data sounds tedious and time consuming, it certainly can be. But it’s also important. Turning over every stone and marinating in the data is important to fully immerse yourself into the synthesis process. 

Create your own AI-powered templates for better, faster research synthesis. Discover new customer insights from data instantly.

The top 10 things Notably shipped in 2023 and themes for 2024.

Using notably to code and organize research notes.

Notably is designed specifically for a research workflow, so you can speed up the tedious parts of coding and slow down to find meaningful insights.  

Notably has four sections in a research project: Info, Data, Analysis, and Insights. 

The Info tab serves as a space to document your research plan and goals. It can also be where you document the global and project tags used along with their meaning. This helps the team stay on track and on the same page, as well as orient any stakeholders or coworkers to the project. 

The Data tab is where you organize your raw research data, including written observations, video and audio recordings, photos, and more. This is where you start the process of coding data, highlighting important parts and tagging them with your global or project tags. Each highlight turns into digital sticky notes on the canvas and a row in a table in the analysis section.  

The Analysis tab is where you begin making sense of your notes. This is where you apply the method we discussed earlier of re-organizing, re-grouping, and re-compiling your notes. In this workspace you can group your data into “themes”, recolor your data by different criteria, as well as use AI to run a sentiment analysis from your notes. As you continue grouping and regrouping your data, patterns will start to emerge which will inform your research insights.

In the Insights tab, you can begin to develop thematic takeaways from your research.  What does the data mean, and why does it matter? Each insight allows you to add evidence from your data to support your conclusions. This is especially helpful once you begin to button up your research into a report, to then share with your team and stakeholders. The thematic takeaways you discover through your research allow you to know what future research needs to be done to expand on topics, which direction you may need to pivot to, and most importantly to develop a plan to better benefit your users and customers.  

With best research practices already baked into the foundation of Notably, you and your team can speed up your research process, and develop better, stronger insights to share. Find out more about Notably here: https://www.notably.ai/

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• Knowledge Base
• Starting the research process

A Beginner's Guide to Starting the Research Process

When you have to write a thesis or dissertation , it can be hard to know where to begin, but there are some clear steps you can follow.

The research process often begins with a very broad idea for a topic you’d like to know more about. You do some preliminary research to identify a  problem . After refining your research questions , you can lay out the foundations of your research design , leading to a proposal that outlines your ideas and plans.

This article takes you through the first steps of the research process, helping you narrow down your ideas and build up a strong foundation for your research project.

Table of contents

Step 1: choose your topic, step 2: identify a problem, step 3: formulate research questions, step 4: create a research design, step 5: write a research proposal, other interesting articles.

First you have to come up with some ideas. Your thesis or dissertation topic can start out very broad. Think about the general area or field you’re interested in—maybe you already have specific research interests based on classes you’ve taken, or maybe you had to consider your topic when applying to graduate school and writing a statement of purpose .

Even if you already have a good sense of your topic, you’ll need to read widely to build background knowledge and begin narrowing down your ideas. Conduct an initial literature review to begin gathering relevant sources. As you read, take notes and try to identify problems, questions, debates, contradictions and gaps. Your aim is to narrow down from a broad area of interest to a specific niche.

Make sure to consider the practicalities: the requirements of your programme, the amount of time you have to complete the research, and how difficult it will be to access sources and data on the topic. Before moving onto the next stage, it’s a good idea to discuss the topic with your thesis supervisor.

>>Read more about narrowing down a research topic

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So you’ve settled on a topic and found a niche—but what exactly will your research investigate, and why does it matter? To give your project focus and purpose, you have to define a research problem .

The problem might be a practical issue—for example, a process or practice that isn’t working well, an area of concern in an organization’s performance, or a difficulty faced by a specific group of people in society.

Alternatively, you might choose to investigate a theoretical problem—for example, an underexplored phenomenon or relationship, a contradiction between different models or theories, or an unresolved debate among scholars.

To put the problem in context and set your objectives, you can write a problem statement . This describes who the problem affects, why research is needed, and how your research project will contribute to solving it.

>>Read more about defining a research problem

Next, based on the problem statement, you need to write one or more research questions . These target exactly what you want to find out. They might focus on describing, comparing, evaluating, or explaining the research problem.

A strong research question should be specific enough that you can answer it thoroughly using appropriate qualitative or quantitative research methods. It should also be complex enough to require in-depth investigation, analysis, and argument. Questions that can be answered with “yes/no” or with easily available facts are not complex enough for a thesis or dissertation.

In some types of research, at this stage you might also have to develop a conceptual framework and testable hypotheses .

>>See research question examples

The research design is a practical framework for answering your research questions. It involves making decisions about the type of data you need, the methods you’ll use to collect and analyze it, and the location and timescale of your research.

There are often many possible paths you can take to answering your questions. The decisions you make will partly be based on your priorities. For example, do you want to determine causes and effects, draw generalizable conclusions, or understand the details of a specific context?

You need to decide whether you will use primary or secondary data and qualitative or quantitative methods . You also need to determine the specific tools, procedures, and materials you’ll use to collect and analyze your data, as well as your criteria for selecting participants or sources.

>>Read more about creating a research design

Finally, after completing these steps, you are ready to complete a research proposal . The proposal outlines the context, relevance, purpose, and plan of your research.

As well as outlining the background, problem statement, and research questions, the proposal should also include a literature review that shows how your project will fit into existing work on the topic. The research design section describes your approach and explains exactly what you will do.

You might have to get the proposal approved by your supervisor before you get started, and it will guide the process of writing your thesis or dissertation.

>>Read more about writing a research proposal

If you want to know more about the research process , methodology , research bias , or statistics , make sure to check out some of our other articles with explanations and examples.

Methodology

• Sampling methods
• Simple random sampling
• Stratified sampling
• Cluster sampling
• Likert scales
• Reproducibility

 Statistics

• Null hypothesis
• Statistical power
• Probability distribution
• Effect size
• Poisson distribution

Research bias

• Optimism bias
• Cognitive bias
• Implicit bias
• Hawthorne effect
• Anchoring bias
• Explicit bias

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• How to Choose a Dissertation Topic | 8 Steps to Follow
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• Research Objectives | Definition & Examples
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How to organize research notes

[UPDATE: I’ve written a new and expanded post on digital note taking here .]

Your Problem: If you write a lot you most likely read a lot too. To inform your writing projects you gather information from all over the place : a cool blog, a journal article, a newspaper cutting, a PDF, a book chapter, a scrap of paper with an ISBN on it…

If your desk is anything like mine in recent times there are notes-to-self on bits of paper and Post-Its everywhere, and your computer desktop is littered with .txt files with little ideas that you intend to return to later (of course).

How to make sense of it? How do you organize all your research?

Now That’s Organized.

The Importance of Note Taking

We all know it’s good to read widely. Not least because,

Whatever problem you’re struggling with is probably addressed in some book somewhere written by someone a lot smarter than you. – Ryan Holiday

It’s good to have a thought journal to develop your understanding of the facts, ideas, and concepts that you come across and that strike you unexpectedly.

(You might be interested to know that Richard Branson wants you to make more notes .)

Here’s an interesting journal article on the importance of note taking to learning: Note Taking and Learning: A Summary of Research

Note taking, in particular by hand, is an incredibly powerful habit. When you commit your thoughts to paper you process them, distil them, and make more sense of them. Many studies report better recall and better comprehension when handwriting notes is compared to ‘born digital’ notes.

Quite simply, handwriting your notes is better than typing them.

(You can read about the dangers of Going Paperless in another post .)

The key point to consider is that digital note taking encourages shallower processing : it’s too easy.

Copying & Pasting notes, making highlights, and saving-for-later hundreds of PDFs does not count as processing information.

Do not seek shortcuts for your note taking! Do the work to get the rewards.

I’m a techie. I like my iPad. I want my stuff in the cloud. So my solution is a compromise: I work in hand but organize digitally .

This born-physical-stored-digital approach is my attempt to get the best of both worlds. It allows for the cognitive advantages of using a pen and paper and the ease of retrieval and tagging features of digital files.

Here’s my system to create and organise my handwritten notes in order to get the benefits of digitisation but avoid the cognitive costs.

[2017 update – I now use an iPad Pro and Apple Pencil to get the best of both the analogue and digital worlds. Blog post here .]

You need a good notebook:

Make sure you have a notebook that feels special to you . You should want to take it around with you and, most importantly, you should want to write in it.

A notebook with a hard back and a wired spine is my favourite. They don’t get battered in your bag and last as long as you need to fill up the pages. The hard back means there’s always a stable surface – so no wonky words.

A wired spine means you can always flip the page around and write on a smooth, flat page without needing to bend back the spine (which I find really annoying for some reason).

My notebook of choice is the Oxford Black n’ Red A4 Wirebound Hardback Notebook .

Its pages are also perforated, so you can cleanly rip out pages if you need to without ruining the rest of the notebook.

I know there’s a real fashion for Moleskine notebooks these days, and it’s certainly a great brand. But I don’t find their notebooks all that practical.

However, what I think doesn’t matter: it’s important that you have a notebook that you like and want to write in, so just make sure you love your notebook.

Get yourself a good pen:

What’s a good pen? The one you can find that’s a joy to write with.

A good pen might be a crazy-expensive Mont Blanc or a cheap Bic , just make sure it’s one that you like writing with. You want to have an incentive to get those thoughts on the page.

I was recommended the Uni-ball Jetstream recently and have been converted away from Bic Biros. The Jetstream offers a great balance between the ease of writing with a rollerball and the satisfaction of a ‘proper’ ink pen.

Make sure that you, your notebook, and your pen are inseparable:

A confession: I ‘temporarily misplace’ a lot of pens. This is not a good trait if you want to make note taking an easy activity. You can’t make notes without having those tools together at the same time, so why not get a fancy holder?!

Here’s a cool tool to make sure that your notebook and pen are best buddies.

I’ve tried a few ways to marry my note book and pen, from elastic band to a minimalist iPad cover for them both, but this is fairly inexpensive and does the job quite nicely.

Now go forth and take glorious notes! ( Some tips here. )

How to digitize your paper notes:

Once you’ve made your notes and you’re ready to organize them and integrate them into your knowledge management system , it’s time to digitize.

You’ll need an Evernote account and the Scannable app from the iTunes Store on your phone / iPad. (If you’re on Android there are alternatives: i.e. GeniusScan )

Scannable is an app from Evernote. It’s great at detecting the edges of documents and then adjusting the lighting to enhance your writing on the page. Here’s an example of a Scannable capture vs. a normal photo using the camera app:

The pdf created by Scannable is on the left, the camera app picture is on the right.

I think the Scannable version is better, don’t you? It’s far easier to read the text, and that’s exactly what we want.

Save the scan and give it an appropriate title, then upload the file to Evernote.

You could stop here: your handwritten notes will now be digitized and available in Evernote. If you’re an Evernote devotee, then you’re good to go!

But I’m a Devonthink person, so there’s one more step to get my handwritten notes into my database software. (You can read more about how I use Devonthink in this post here .)

Importing Evernote notes into Devonthink is straightforward. Make sure you have both Devonthink and Evernote installed on your computer. Then open your database, click [File – Import – Notes from Evernote] and you’re done. Easy.

Now that your written notes are in Devonthink you can tag them, store different notes in different folders within your file structure, or just dump them in an archive folder for reference.

I like this system because the hand-written notes are still available, and the digitised version is in addition to the physical version. Because you can tag and date your digitized notes, the digital copy is easier to retrieve and access, but you’ve also benefited from having made the notes by hand in the first place.

You’ve had your cake and eaten it too .

• Always makes notes in your notebook; buy cool tools that make writing a pleasure
• Once a week, scan and import; use Evernote and Scannable, import via Devonthink (if you use it)
• Be awesome – your notes will have a digital home, and still, you’ll benefit from handwriting them

Final Thoughts on Organizing Research notes:

You should always question whether it’s worth adding another task to your workflow (such as digitising your notes). Avoid workflow complexity like the plague, as it creates a disincentive to do creative work.

If you don’t defend simplicity you’ll end up doing loads of busy-work that has no real purpose other than amassing a collection of impressive technology and clever software integrations.

That said: I scared myself with the research I did for my recent post on Going Paperless .

Born-Digital notes are not a shortcut – pen and paper should be what you reach for when doing thinking-work. But the benefits of going digital are real.

The workflow described in this post is my attempt to get the best of both worlds, and the additional effort to use Scannable and import to my research database is worth it.

Any thoughts on this? There’s a comment section below ↓

Some Interesting Links:

The Benefits of No-Tech Note Taking – http://chronicle.com/article/The-Benefits-of-No-Tech-Note/228089/

4 Benefits of Writing by Hand – http://mentalfloss.com/article/33508/4-benefits-writing-hand

A Learning Secret: Don’t Take Notes with a Laptop – http://www.scientificamerican.com/article/a-learning-secret-don-t-take-notes-with-a-laptop/

The Pen Is Mightier Than the Keyboard: Advantages of Longhand Over Laptop Note Taking – http://pss.sagepub.com/content/25/6/1159

Marginalia, the Anti-Library, and Other Ways to Master the Lost Art of Reading – http://99u.com/articles/42851/marginalia-the-anti-library-and-other-ways-to-master-the-lost-art-of-reading

Why Reading On Paper, Scientifically, Makes Us Happier People. – http://2machines.com/188186/

Great article, just what I was looking for! I have lots of handwritten notes, I can´t help it, I tried taking notes on my laptop for a while but doesn´t feel right and now I have a mess. I am like you trying to combine my handwritten thinking process with the practical features of technology for my research, trying to organise my notes digitally as I write them, whoch is a lot of work. I don´t know if Evernote works with tags like Bear (which is only for Mac), I don´t like these type of digital notes, but I would like to try your method, digitalize my handwritten ones and find the way to tag them by topic. Thanks a lot!

Your approach is very helpful, but somewhat inadequate for me. However, I don’t have a good solution yet.

First for books, I actually dictate my reactions relevant page by relevant page into Dragon 15 and transcribe them. This is much faster than typing them.

Second, I look over hundreds of web pages, reference material, and so on in text, photo, and scanned ancient materials form. There right now are saved electronically with a little attention to saved titles to organize them. For example, anything related to Norsemen is started with Viking . . .. Photos of San Francisco in 1849 are started with San Francisco . . ., and so on. I generally do not rate them – a big mistake.

Third, I have browser bookmarks for about five hundred web sites also.

This amounts to perhaps a million and a half words or so and several thousand images. I keep them stored on my hard drive, but have an archive hard drive as back up. I keep a third copy on USB drives, but they tend to run out of space.

Thanks for your article. I have not addressed how to make a bibliography of my stuff since I am writing historical fiction, but need to face that some day.

Hi Nick, normally the first page in a Google search yields the most helpful articles. But this post appeared on the second or third page, and it is just what I needed! I have been reading a lot of books on personal development, psychology, religion, spirituality, sports, nutrition, etc. I read these books on paper, underlining interesting sentences. I then wrote the sentences I underlined in Word. I also take notes from YouTube video’s and seminars. Now I have a lot of word documents and even Excel documents with quotations. I reached the point now that I combine knowledge from different books and even field. So, I plan to write a blog, give workshops and presentations, or maybe even a book. So, the problem is; how to find all the quotations (ideas) on a specific topic from different books in different word documents. They are all over the laptop. Without categorization or tagging. Thank you very much for the tip on Devonthink. I will try this out from now. And also, thanks for the note taking by pen. I am considering buying an iPad and pen. Great idea. You are right; when you write you retain the information better. I still wonder how to organize al the Word documents and categorize them. I suppose Devonthink will help me out?

I’m glad you came across the article and found it helpful!

It does sound like Devonthink might work well for you. I find that it helps make connections between notes/article I hadn’t considered, and that can only strengthen your research and writing.

With certain documents, you might find it easier to ‘index’ the external folder rather than import them to Devonthink. That means you can find them and tag them in DT, but also be able to use the files in external applications (like Word).

Good luck getting all your material organised — it might take some time but it will be worth it!

I was searching this morning for good systems for filing information for research projects. I am surprised that there is so little guidance on how to set up and use filing systems for various purposes. I have been doing this for many years, but I still seem to make it up as I go along. Your system for notetaking has some appeal, but I will have to give it some thought. The Ipad/Iphone/Icloud have been a great boon for my creative writing as I always have drafts with me and can tinker whenever I want. I am not sure they work as well for organizing larger projects. Perhaps that is where the Notebook could come in. Thanks for sharing.

Thanks, Kee. Glad you got some food-for-thought!

Great article, great advice. I’m in way over my head with my ocean of notes dating back to the 2000’s. I’ve got at least six ‘master notebooks’, more purse-sized notebooks than I’ve even bothered to count, and hundreds of scraps of paper with quickly scribbled notes. I’ve got an avalanche of ideas that I keep adding every day. Yikes. I’ve entered a lot of the info into Word files, and the drive folders are just as confusing and frightening. Any more great advice for organizing computerized notes? I don’t seem to be using the folder and file system in the most effective way. Any suggestions would be gratefully received :)

Hi Elizabeth, I think it really comes down to how your brain works and the type of projects you take on. You might want to organise a file system by date and then tag by topic. Or vice versa. Or, if you are willing to digitise all your notebooks, your could just throw everything into a Devonthink database, index the files, and then rest on the search function. There are many systems you *could* adopt but the starting point really has to be what you’re hoping to get out of the database, then work back from there.

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• Utility Menu

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• Note-taking

Think about how you take notes during class. Do you use a specific system? Do you feel that system is working for you? What could be improved? How might taking notes during a lecture, section, or seminar be different online versus in the classroom? 

Adjust how you take notes during synchronous vs. asynchronous learning (slightly) . 

First, let’s distinguish between  synchronous  and  asynchronous  instruction. Synchronous classes are live with the instructor and students together, and asynchronous instruction is material recorded by the professor for viewing by students at another time. Sometimes asynchronous instruction may include a recording of a live Zoom session with the instructor and students. 

With this distinction in mind,  here are some tips on how to take notes during both types of instruction:

Taking notes during live classes (synchronous instruction).

Taking notes when watching recorded classes (asynchronous instruction)., check in with yourself., if available, annotate lecture slides during lecture., consider writing notes by hand., review your notes., write down questions..

Below are some common and effective note-taking techniques: 

Cornell Notes

If you are looking for help with using some of the tips and techniques described above, come to the ARC’s note-taking workshop, offered several times every semester.

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• Assessing Your Understanding
• Building Your Academic Support System
• Common Class Norms
• Effective Learning Practices
• First-Year Students
• How to Prepare for Class
• Interacting with Instructors
• Know and Honor Your Priorities
• Memory and Attention
• Minimizing Zoom Fatigue
• Office Hours
• Perfectionism
• Scheduling Time
• Senior Theses
• Study Groups
• Tackling STEM Courses
• Test Anxiety

Organizing Your Social Sciences Research Assignments

• Annotated Bibliography
• Analyzing a Scholarly Journal Article
• Group Presentations
• Dealing with Nervousness
• Using Visual Aids
• Grading Someone Else's Paper
• Types of Structured Group Activities
• Group Project Survival Skills
• Leading a Class Discussion
• Multiple Book Review Essay
• Reviewing Collected Works
• Writing a Case Analysis Paper
• Writing a Case Study
• About Informed Consent
• Writing Field Notes
• Writing a Policy Memo
• Writing a Reflective Paper
• Writing a Research Proposal
• Generative AI and Writing
• Acknowledgments

Refers to notes created by the researcher during the act of conducting a field study to remember and record the behaviors, activities, events, and other features of an observation. Field notes are intended to be read by the researcher as evidence to produce meaning and an understanding of the culture, social situation, or phenomenon being studied. The notes may constitute the whole data collected for a research study [e.g., an observational project] or contribute to it, such as when field notes supplement conventional interview data or other techniques of data gathering.

Schwandt, Thomas A. The SAGE Dictionary of Qualitative Inquiry . 4th edition. Thousand Oaks, CA: SAGE, 2015.

How to Approach Writing Field Notes

The ways in which you take notes during an observational study is very much a personal decision developed over time as you become more experienced in fieldwork. However, all field notes generally consist of two parts:

• Descriptive information , in which you attempt to accurately document factual data [e.g., date and time] along with the settings, actions, behaviors, and conversations that you observe; and,
• Reflective information , in which you record your thoughts, ideas, questions, and concerns during the observation.

Note that field notes should be fleshed out as soon as possible after an observation is completed. Your initial notes may be recorded in cryptic form and, unless additional detail is added as soon as possible after the observation, important facts and opportunities for fully interpreting the data may be lost.

Characteristics of Field Notes

• Be accurate . You only get one chance to observe a particular moment in time so, before you conduct your observations, practice taking notes in a setting that is similar to your observation site in regards to number of people, the environment, and social dynamics. This will help you develop your own style of transcribing observations quickly and accurately.
• Be organized . Taking accurate notes while you are actively observing can be difficult. Therefore, it is important that you plan ahead how you will document your observation study [e.g., strictly chronologically or according to specific prompts]. Notes that are disorganized will make it more difficult for you to interpret the data.
• Be descriptive . Use descriptive words to document what you observe. For example, instead of noting that a classroom appears "comfortable," state that the classroom includes soft lighting and cushioned chairs that can be moved around by the students. Being descriptive means supplying yourself with enough factual evidence that you don't end up making assumptions about what you meant when you write the final report.
• Focus on the research problem . Since it's impossible to document everything you observe, focus on collecting the greatest detail that relates to the research problem and the theoretical constructs underpinning your research; avoid cluttering your notes with irrelevant information. For example, if the purpose of your study is to observe the discursive interactions between nursing home staff and the family members of residents, then it would only be necessary to document the setting in detail if it in some way directly influenced those interactions [e.g., there is a private room available for discussions between staff and family members].
• Record insights and thoughts . As you take notes, be thinking about the underlying meaning of what you observe and record your thoughts and ideas accordingly. If needed, this will help you to ask questions or seek clarification from participants after the observation. To avoid any confusion, subsequent comments from participants should be included in a separate, reflective part of your field notes and not merged with the descriptive notes.

General Guidelines for the Descriptive Content

The descriptive content of your notes can vary in detail depending upon what needs to be emphasized in order to address the research problem. However, in most observations, your notes should include at least some of the following elements:

• Describe the physical setting.
• Describe the social environment and the way in which participants interacted within the setting. This may include patterns of interactions, frequency of interactions, direction of communication patterns [including non-verbal communication], and patterns of specific behavioral events, such as, conflicts, decision-making, or collaboration.
• Describe the participants and their roles in the setting.
• Describe, as best you can, the meaning of what was observed from the perspectives of the participants.
• Record exact quotes or close approximations of comments that relate directly to the purpose of the study.
• Describe any impact you might have had on the situation you observed [important!].

General Guidelines for the Reflective Content

You are the instrument of data gathering and interpretation. Therefore, reflective content can include any of the following elements intended to contextualize what you have observed based on your perspective and your own personal, cultural, and situational experiences .

• Note ideas, impressions, thoughts, and/or any criticisms you have about what you observed.
• Include any unanswered questions or concerns that have arisen from analyzing the observation data.
• Clarify points and/or correct mistakes and misunderstandings in other parts of field notes.
• Include insights about what you have observed and speculate as to why you believe specific phenomenon occurred.
• Record any thoughts that you may have regarding any future observations.

NOTE:   Analysis of your field notes should occur as they are being written and while you are conducting your observations. This is important for at least two reasons. First, preliminary analysis fosters self-reflection and self-reflection is crucial for facilitating deep understanding and meaning-making in any research study. Second, preliminary analysis reveals emergent themes. Identifying emergent themes while observing allows you to shift your attention in ways that can foster a more developed investigation.

Emerson, Robert M. et al. Writing Ethnographic Fieldnotes . 2nd ed. Chicago, IL: University of Chicago Press, 2011; Ethnography, Observational Research, and Narrative Inquiry. Writing@CSU. Colorado State University; Gambold, Liesl L. “Field Notes.” In Encyclopedia of Case Study Research . Edited by Albert J. Mills, Gabrielle Durepos, and Elden Wiebe. Thousand Oaks, CA: SAGE, 2010; Pace, Tonio. Writing Field Reports. Scribd Online Library; Pyrczak, Fred and Randall R. Bruce. Writing Empirical Research Reports: A Basic Guide for Students of the Social and Behavioral Sciences . 5th ed. Glendale, CA: Pyrczak Publishing, 2005; Report Writing. UniLearning. University of Wollongong, Australia; Ravitch,  Sharon M. “Field Notes.” In The SAGE Encyclopedia of Educational Research, Measurement, and Evaluation . Edited by Bruce B. Frey. Thousand Oaks, CA: SAGE, 2018; Tenzek, Kelly E. “Field Notes.” In The SAGE Encyclopedia of Communication Research Methods . Edited by Mike Allen. Thousand Oaks, CA: SAGE, 2017; Wolfinger, Nicholas H. "On Writing Fieldnotes: Collection Strategies and Background Expectancies.” Qualitative Research 2 (April 2002): 85-95; Writing Reports. Anonymous. The Higher Education Academy.

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The Effects of Climate Change

The effects of human-caused global warming are happening now, are irreversible for people alive today, and will worsen as long as humans add greenhouse gases to the atmosphere.

• We already see effects scientists predicted, such as the loss of sea ice, melting glaciers and ice sheets, sea level rise, and more intense heat waves.
• Scientists predict global temperature increases from human-made greenhouse gases will continue. Severe weather damage will also increase and intensify.

Earth Will Continue to Warm and the Effects Will Be Profound

Global climate change is not a future problem. Changes to Earth’s climate driven by increased human emissions of heat-trapping greenhouse gases are already having widespread effects on the environment: glaciers and ice sheets are shrinking, river and lake ice is breaking up earlier, plant and animal geographic ranges are shifting, and plants and trees are blooming sooner.

Effects that scientists had long predicted would result from global climate change are now occurring, such as sea ice loss, accelerated sea level rise, and longer, more intense heat waves.

The magnitude and rate of climate change and associated risks depend strongly on near-term mitigation and adaptation actions, and projected adverse impacts and related losses and damages escalate with every increment of global warming.

Intergovernmental Panel on Climate Change

Some changes (such as droughts, wildfires, and extreme rainfall) are happening faster than scientists previously assessed. In fact, according to the Intergovernmental Panel on Climate Change (IPCC) — the United Nations body established to assess the science related to climate change — modern humans have never before seen the observed changes in our global climate, and some of these changes are irreversible over the next hundreds to thousands of years.

Scientists have high confidence that global temperatures will continue to rise for many decades, mainly due to greenhouse gases produced by human activities.

The IPCC’s Sixth Assessment report, published in 2021, found that human emissions of heat-trapping gases have already warmed the climate by nearly 2 degrees Fahrenheit (1.1 degrees Celsius) since 1850-1900. 1 The global average temperature is expected to reach or exceed 1.5 degrees C (about 3 degrees F) within the next few decades. These changes will affect all regions of Earth.

The severity of effects caused by climate change will depend on the path of future human activities. More greenhouse gas emissions will lead to more climate extremes and widespread damaging effects across our planet. However, those future effects depend on the total amount of carbon dioxide we emit. So, if we can reduce emissions, we may avoid some of the worst effects.

The scientific evidence is unequivocal: climate change is a threat to human wellbeing and the health of the planet. Any further delay in concerted global action will miss the brief, rapidly closing window to secure a liveable future.

Here are some of the expected effects of global climate change on the United States, according to the Third and Fourth National Climate Assessment Reports:

Future effects of global climate change in the United States:

U.S. Sea Level Likely to Rise 1 to 6.6 Feet by 2100

Global sea level has risen about 8 inches (0.2 meters) since reliable record-keeping began in 1880. By 2100, scientists project that it will rise at least another foot (0.3 meters), but possibly as high as 6.6 feet (2 meters) in a high-emissions scenario. Sea level is rising because of added water from melting land ice and the expansion of seawater as it warms. Image credit: Creative Commons Attribution-Share Alike 4.0

Climate Changes Will Continue Through This Century and Beyond

Global climate is projected to continue warming over this century and beyond. Image credit: Khagani Hasanov, Creative Commons Attribution-Share Alike 3.0

Hurricanes Will Become Stronger and More Intense

Scientists project that hurricane-associated storm intensity and rainfall rates will increase as the climate continues to warm. Image credit: NASA

More Droughts and Heat Waves

Droughts in the Southwest and heat waves (periods of abnormally hot weather lasting days to weeks) are projected to become more intense, and cold waves less intense and less frequent. Image credit: NOAA

Longer Wildfire Season

Warming temperatures have extended and intensified wildfire season in the West, where long-term drought in the region has heightened the risk of fires. Scientists estimate that human-caused climate change has already doubled the area of forest burned in recent decades. By around 2050, the amount of land consumed by wildfires in Western states is projected to further increase by two to six times. Even in traditionally rainy regions like the Southeast, wildfires are projected to increase by about 30%.

Changes in Precipitation Patterns

Climate change is having an uneven effect on precipitation (rain and snow) in the United States, with some locations experiencing increased precipitation and flooding, while others suffer from drought. On average, more winter and spring precipitation is projected for the northern United States, and less for the Southwest, over this century. Image credit: Marvin Nauman/FEMA

Frost-Free Season (and Growing Season) will Lengthen

The length of the frost-free season, and the corresponding growing season, has been increasing since the 1980s, with the largest increases occurring in the western United States. Across the United States, the growing season is projected to continue to lengthen, which will affect ecosystems and agriculture.

Global Temperatures Will Continue to Rise

Summer of 2023 was Earth's hottest summer on record, 0.41 degrees Fahrenheit (F) (0.23 degrees Celsius (C)) warmer than any other summer in NASA’s record and 2.1 degrees F (1.2 C) warmer than the average summer between 1951 and 1980. Image credit: NASA

Arctic Is Very Likely to Become Ice-Free

Sea ice cover in the Arctic Ocean is expected to continue decreasing, and the Arctic Ocean will very likely become essentially ice-free in late summer if current projections hold. This change is expected to occur before mid-century.

U.S. Regional Effects

Climate change is bringing different types of challenges to each region of the country. Some of the current and future impacts are summarized below. These findings are from the Third 3 and Fourth 4 National Climate Assessment Reports, released by the U.S. Global Change Research Program .

• Northeast. Heat waves, heavy downpours, and sea level rise pose increasing challenges to many aspects of life in the Northeast. Infrastructure, agriculture, fisheries, and ecosystems will be increasingly compromised. Farmers can explore new crop options, but these adaptations are not cost- or risk-free. Moreover, adaptive capacity , which varies throughout the region, could be overwhelmed by a changing climate. Many states and cities are beginning to incorporate climate change into their planning.
• Northwest. Changes in the timing of peak flows in rivers and streams are reducing water supplies and worsening competing demands for water. Sea level rise, erosion, flooding, risks to infrastructure, and increasing ocean acidity pose major threats. Increasing wildfire incidence and severity, heat waves, insect outbreaks, and tree diseases are causing widespread forest die-off.
• Southeast. Sea level rise poses widespread and continuing threats to the region’s economy and environment. Extreme heat will affect health, energy, agriculture, and more. Decreased water availability will have economic and environmental impacts.
• Midwest. Extreme heat, heavy downpours, and flooding will affect infrastructure, health, agriculture, forestry, transportation, air and water quality, and more. Climate change will also worsen a range of risks to the Great Lakes.
• Southwest. Climate change has caused increased heat, drought, and insect outbreaks. In turn, these changes have made wildfires more numerous and severe. The warming climate has also caused a decline in water supplies, reduced agricultural yields, and triggered heat-related health impacts in cities. In coastal areas, flooding and erosion are additional concerns.

1. IPCC 2021, Climate Change 2021: The Physical Science Basis , the Working Group I contribution to the Sixth Assessment Report, Cambridge University Press, Cambridge, UK.

2. IPCC, 2013: Summary for Policymakers. In: Climate Change 2013: The Physical Science Basis. Contribution of Working Group I to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change [Stocker, T.F., D. Qin, G.-K. Plattner, M. Tignor, S.K. Allen, J. Boschung, A. Nauels, Y. Xia, V. Bex and P.M. Midgley (eds.)]. Cambridge University Press, Cambridge, United Kingdom and New York, NY, USA.

3. USGCRP 2014, Third Climate Assessment .

4. USGCRP 2017, Fourth Climate Assessment .

Related Resources

A Degree of Difference

So, the Earth's average temperature has increased about 2 degrees Fahrenheit during the 20th century. What's the big deal?

What’s the difference between climate change and global warming?

“Global warming” refers to the long-term warming of the planet. “Climate change” encompasses global warming, but refers to the broader range of changes that are happening to our planet, including rising sea levels; shrinking mountain glaciers; accelerating ice melt in Greenland, Antarctica and the Arctic; and shifts in flower/plant blooming times.

Is it too late to prevent climate change?

Humans have caused major climate changes to happen already, and we have set in motion more changes still. However, if we stopped emitting greenhouse gases today, the rise in global temperatures would begin to flatten within a few years. Temperatures would then plateau but remain well-elevated for many, many centuries.

Discover More Topics From NASA

Explore Earth Science

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Facts About Earth

Industries Overview

Latest articles, the big answers: banking & payments quiz, industry kpis: youtube and x emerge as leaders for social media advertising attention, uk finfluencers face prison time for false or misleading financial product promotions there, generative ai’s actual use isn’t meeting its perceived marketing potential—yet, retailers criticize mastercard and visa’s swipe fee settlement—here’s our take, teads and lg ads extend ctv advertising partnership across europe and apac, 2024 us ad market to hit $369 billion, buoyed by politics, says magna, linear, streaming, avod, and beyond: what do common tv terms mean, social media is a core part of young people’s lives, walmart connect’s enhances network, leverages store footprint, emerging brands, about emarketer, the digital healthcare consumer 2023, what providers and marketers need to know about the digital patient journey.

• Executive Summary

Digital healthcare usage was fast-tracked by the pandemic. But now, with so many tools in the market, providers and marketers must deliver differentiated experiences to stay competitive. They’ll need to know how and why patients use these tools—and how to resolve the pain points.

Key Question: Which digital health products and services are US consumers using, and how does usage differ across populations?

KEY STAT: About 46% of US consumers—an estimated 119 million patients—engage with their healthcare providers using a combination of patient portals, telehealth appointments, apps, and traditional in-person visits, per PYMNTS.

Here’s what’s in the full report

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Reliable data in simple displays for presentations and quick decision making.

Table of Contents

• Consumer adoption of digital health tools is still growing.
• Who is the healthcare tech user?
• Patients demand an omnichannel experience.
• The patient healthcare journey often starts online.
• Patients are using social media to find health information.
• Patients believe digital health tools lead to better health.
• Consumers want doctors to embrace digital health tools.
• Healthcare is falling short on delivering a quality digital experience.
• Providers are at risk of losing patients if they don’t go digital.
• How can providers and marketers keep pace with the digital healthcare consumer?
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ChatGPT, MD: Study Reveals AI Can Write Accurate Medical Notes With Lightning Speed

UPPSALA, Sweden —  The idea of artificial intelligence (AI) actually being trusted to perform the duties of a human doctor sounds ridiculous at first glance, but new research suggests that ChatGPT is truly capable of writing medical notes up to 10 times faster than human doctors – without compromising their quality.

💡 What To Know:

• ChatGPT  is an advanced language model, designed to understand and generate human-like text based on the input it receives.
• Artificial intelligence  refers to the simulation of human intelligence in machines that are programmed to think and learn like humans.
• Researchers believe the technology can free up doctors so they can spend more time with their patients.

These findings come from a team at Uppsala University Hospital and Uppsala University in collaboration with Danderyd Hospital and the University Hospital of Basel, Switzerland. While this project utilized a small sample size of just six virtual patient cases, study authors will soon be following up with a much more in-depth assessment of 1,000 authentic patient medical records.

“For years, the debate has centered on how to improve the efficiency of healthcare . Thanks to advances in generative AI and language modeling, there are now opportunities to reduce the administrative burden on healthcare professionals. This will allow doctors to spend more time with their patients,” explains Cyrus Brodén, an orthopedic physician and researcher at Uppsala University Hospital and Uppsala University, in a media release .

Administrative tasks consume a large portion of a doctor’s working hours , consequently reducing the time devoted to patient contact and contributing to a more stressful work situation. Now, however, researchers have successfully shown that the AI model ChatGPT can write administrative medical notes up to 10 times faster than a human doctor without compromising any quality at all.

Originally, researchers set out to assess the quality and effectiveness of the ChatGPT tool while producing medical record notes. To that end, they utilized six virtual patient cases mimicking real cases in terms of both structure and content. First, human orthopedic physicians generated discharge documents for each case. Then, ChatGPT-4 had to create notes as well. Subsequent quality assessments fell under the purview of an expert panel of 15 people unaware of the source of the documents. As a secondary metric, the study authors also compared the time required to create the documents.

“The results show that ChatGPT-4 and human-generated notes are comparable in quality overall, but ChatGPT-4 produced discharge documents ten times faster than the doctors,” Brodén notes.

“Our interpretation is that advanced large language models like ChatGPT-4 have the potential to change the way we work with administrative tasks in healthcare. I believe that generative AI will have a major impact on healthcare and that this could be the beginning of a very exciting development.”

Moving forward, researchers plan to launch an in-depth study soon. They’ve already collected 1,000 medical patient records for the new project. Their main aim is to eventually use ChatGPT as a means of producing similar administrative notes in patient records .

“This will be an interesting and resource-intensive project involving many partners. We are already working actively to fulfill all data management and confidentiality requirements to get the study underway,” Brodén concludes.

The study is published in the journal Acta Orthopaedica.

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