document research means

• Documentary Research: Definition, Types, Applications & Examples

Introduction

Over the years, social scientists have used documentary research to understand series of events that have occurred or happened in the past. Here, they explore available recovered or existing documents and material to get information and gain insight into a research question or particular topic.

In this article, we would define the concept of documentary research, the various types of documentary research, its applications, and some valid examples.

Let’s dive right in.

What is Documentary Research?

In simple terms, documentary research is a form of research that uses records to get accurate information about a particular subject. It is a systematic investigation and analysis of existing records or documents. These documents can be in written forms, visual/audio materials, photographs, videos books, etc.

Documentary research is a valuable approach used in exploring historical events, cultural phenomena, and societal trends to get deep insight into a topic, subject or research question.

Documentary research is somewhat similar to content analysis, which also entails studying existing information/documents.

One of the most vital considerations when using documentary research is the quality of the material being utilized, hence the danger of falling into the single-story phenomenon. 

To forestall this, the documents being reviewed must be assessed thoroughly before it is used. (see John Scott, A Matter of Record, 1990). The criteria for authenticity involves checking the documents thoroughly to ensure their genuineness.

List of Documentary Research Methods

• Social Research Studies: This form of documentary research is commonly used in social research studies. For instance, Karl Max used documentary research extensively for his research and the documents he used include The Royal Commission, Inland revenue reports, and Her Majesty Inspectors of Factory reports, to mention a few. Emile Durkheim one of the founders of sociology authored a book on suicide and his work was recognized as the first modern example of consistent use of documents for social research.
• Archival Inquiry: This is a field of sociology explored in documentary research. It entails using primary source documents stored in archives. This form of research is popular amongst historians and the archival documents are referred to as references in their research.
• Content Analysis: This method involves the examination and interpretation of content in documents like articles, books, and speeches in other to find a connection, verify events, and identify patterns or trends.
• Historical Analysis: This is the study and analysis of occurrences that took place in the past, but were documented in records like newspapers, government records, and diaries to understand past events accurately and use the information to understand the present.
• Textual Analysis: This form of analysis is focused on printed texts, in a bid to understand pictures, symbols, and language in other to understand events or occurrences that happened in the lives of the subject.
• Oral Tradition : Oral history involves gathering information via oral summations of people who had direct experience of the events or subject being researched. These interviews are recorded and transcribed, and then analyzed as documents.
• Ethnographic Research: This form of research involves documenting the daily experiences of people in their natural environment, in other to understand how interactions in their personal space affect or impacts their experiences.
• Comparative Analysis: Comparative analysis entails comparing documents from multiple sources to understand context, and periods and uncover any similarities or differences. The goal is to understand cultural or political variations.
• Cross-Sectional Analysis: Cross-sectional analysis involves reviewing documents from multiple perspectives to understand changes, trends, or developments over a specific period.
• Aesthetic Interpretation: This is analyzing visual documents, like paintings, photographs, and footage from videos. This is often used as a supplement to text to authenticate discoveries uncovered in text documents.

Understanding the Documentary Research Methodology

Documentary research involves several key steps, such as defining the objective or research question, identifying relevant resources, revising them, and drawing up a well-informed and accurate conclusion based on fact.

Here are some key points to help you understand the documentary research methodology:

• Purpose: The essence of documentary research is to review existing documents to have insight into a research problem or question. The documents reviewed include written texts, such as books, articles, letters, diaries, newspapers, official reports, government publications, and archival materials, and non-written materials like videos, audio recordings,  photographs, and digital documents.
• Data Collection: This phase is when researchers gather relevant documents required for the research topic. These documents are evaluated carefully based on credibility and relevance. 

Explore – Data Collection Methods: Definition + Steps to Do It

• Data Analysis: Here, the gathered documents are analyzed systematically using relevant document research methodologies. This involves reading, grouping similar resources, and extracting information based on similarities, trends, etc.
• Interpretation: After data analysis, the discoveries are interpreted and the answers are applied to the research question or objective.

Read More: What is Data Interpretation? + [Types, Methods & Tools]

• Ethical Considerations: Ethical principles should be considered when carrying out documentary research. Copyright and intellectual property rights should be respected and all necessary permissions should be obtained before using confidential materials.
• Strengths and Limitations: The documentary research methodology has several advantages. One of which is that it helps researchers study past events by providing relevant documentation that sheds light. It also offers rich and detailed insights into social, cultural, and historical contexts. However, as with every good thing, there are limitations, such as some form of biases in the selected documents, which could emanate from the author or source of the document, missing data, and validity of the findings.

Related: What are Ethical Practices in Market Research?

Applications of Documentary Research

The documentary research methodology has a broad range of applications across various disciplines. They include:

• Historical Research : Documentary research is used extensively in historical studies to explore past events, in other to predict the future. Researchers review historical documents, like letters, diaries, government records, newspapers, and photographs, to better understand historical narratives, social and cultural contexts, and see how individuals or communities conducted their activities in the past.
• Social Sciences: In social sciences, documentary research helps investigate social concepts and trends. Documents like surveys, census data, and organization records are studied and analyzed, in other to understand public opinion, social inequality, and organizational behavior.
• Legal Research: Documentary research plays a vital role in legal studies. Lawyers, legal scholars, policymakers, etc analyze legal documents, regulations, court cases, and legal antecedents all in a bid to understand the legal framework and ways in which law evolves. Documentary research can support legal arguments, influence the development of legal theories, and inform policy-making.
• Education Research: Documentary research is used to understand educational policies, curriculum development, and teaching practices. Researchers review educational documents, such as textbooks,  educational policies, and assessment materials, to access educational systems, approaches, and the effect of these on learning outcomes.

Examples of Documentary Research

• The Russian Revolution (1891 – 1924), With the aid of newspaper documents and personal diaries Orlando Figes, a British historian narrated the most important milestones of the revolution in that period and proffered a comprehensive portrait of everyday occurrences as it occurred then the book Figes. depicts how the Russian Revolution was a historical process that changed the lives of its people and had its influence globally.
• The Vietnam War . The 990 minutes audiovisual documentary by Ken Burns narrates the Vietnam War (1955-1975). Throughout 10 episodes, the military operations of the Vietnam War were addressed, as well as the opposition to the war by the US.
• Bios . Lives that marked yours: Luis Alberto Spinetta. This two-hour audiovisual documentary, produced by National Geographic, intimate and deeply details the life of  Luis Alberto Spineta, an artist referred to as one of the fathers of Argentine rock. His family was part of the production,the100 hours documentary was directed by Catarina Spinetta and she used recordings, and testimonies from family members to review her father’s childhood until his final moments.
• The Secret Decrees of the Dictatorship . This publication was released between March and May 2019, and more than 7000 secret decrees issued by the Military Juntas in Argentina between 1976-1983 were reviewed by the Data Unit of the news portal. These decrees signed by different dictators focused on deportations, the prohibition of books, and the sale of weapons. All of these materials were analyzed and presented along with eight notes, published in 2019.
• World War II in Photographs, David Boyle . This book is an example of aesthetic documentary research. 900 high-quality photographs from various sources were used to portray World War II (1939–1945). The images uncover the scenarios as the warfare took place. The images were arranged in chronological order with images of the steppes of Russia, the deserts of Africa, the jungles of the South Pacific, and the seas of the Arctic and each one of them has a detailed explanation of the course of events.
• The Silence of the Others . This documentary by the Spanish Pedro Almodóvar took 7 years to produce and over 450 hours of review of materials to uncover the crimes carried out during the Franco regime and the plight of the victims seeking justice. 
• The Berlin Wall . The border through a city, Thomas Flemming. This is another example of documentary research, with documents, photos, and illustrations, this book illustrates the history of the Berlin Wall. The daily life of the people who lived to the west and east of the city was portrayed in the book as well as the events that led to the fall of the border in 1989.

Purpose of Documentary Research

The purpose of documentary research is to gather verifiable evidence, that can help researchers understand clearly events that occurred in the past/present and also uncover new knowledge by analyzing existing documents and materials. It aids researchers in exploring topics that are difficult to decipher through other research methods and proffers a historical or contextual perspective on the subject being studied.

When to Use Documentary Research

Documentary research is best when researching events that occurred in the past, especially in instances where direct observation is not applicable. Here are some instances where documentary research is particularly useful:

• Historical Studies: Documentary research is ideal when conducting historical research. Researchers can then analyze historical records or documents left behind to better understand past events, chronologically.
• Exploratory Research: In cases where there are gaps in research studies. documentary research can serve as an exploratory method to fill gaps in knowledge by exploring different perspectives that can uncover new knowledge.
• Policy Analysis : Documentary research is useful in examining policies and similar regulations. By analyzing policy documents, over a period, researchers can measure the impact policies had or have on a particular subject. Based on their review of existing documents, they can make recommendations and supervise their implementation. This method is particularly useful in fields such as public policy, education, healthcare, and social welfare.
• Comparative Studies: Documentary research is useful for comparative analysis. Researchers can analyze documents from different sources and geographical locations to identify patterns, verify results or simply identify contradictions and uncover areas that require further investigation.

Characteristics of Documentary Research

• Uses Existing Documents: Documentary research is based on existing documents as a primary source of data. These documents can be written(letters, diaries, articles, books)or unwritten documents(videos, photographs, inscriptions). These documents are analyzed to gain insight and understanding into a specific phenomenon. 
• Non-Experimental In Nature: Documentary research does not involve manipulated variables, meaning that the researcher can not change the outcomes by directly intervening in the research. All the results derived are based on phenomena that have d occurred, which have documented records to attest to their occurrence. 
• Data Analysis: Documentary research involves rigorous data analysis, as researchers have to carefully read, extract relevant information, categorize data, and use qualitative/quantitative analysis to derive results.
• Interpretation of Findings: After data analysis. The findings of the research must be interpreted in a way that gives insight and deep understanding to anyone reading about the subject being researched. The interpretation phase involves synthesizing and relating the findings to the research questions or objectives.
• Contextual Understanding : Documentary research emphasizes the importance of understanding the social, cultural, and historical, events in the context, in which the documents were recorded, reviewed, and analyzed.By context we mean, the period, cultural norms, political climate, socio-economic factors, etc where the events being studied took place and under what circumstances. This contextual understanding helps to interpret the findings and draw accurate conclusions.
• Cross Reference and Validation: Documentary research is characterized by cross-referencing or triangulation, which involves using multiple sources or methods to corroborate findings. The combination of documentary research with other research methods strengthens the validity and reliability of their findings. This enhances the robustness of the research and helps minimize potential biases or inaccuracies.
• Ethical Considerations: Documentary research requires that researchers respect ethical guidelines and principles. Copyright and intellectual property laws must be adhered to and necessary permissions obtained when using sensitive or confidential documents, as well as the privacy and anonymity of individuals mentioned in the documents. 

Advantages of Documentary Research

• Access to Existing Data: In documentary research, existing data is readily available for review and analysis. There is no need to collect new data, via surveys and the like which can take time or require intensive resources. This makes documentary research a cost-effective and efficient method.
• Rich and Dynamic Data: Documents and materials used in documentary research offer a rich pool of information and insights. This method covers a wide range of topics, periods, and perspectives. There is access to primary sources, such as original letters or historical documents, as well as secondary sources like scholarly articles or reports. This variety of data allows for a comprehensive and clear understanding of the research topic.
• Longitudinal and Historical Perspectives: Documentary research allows researchers to study phenomena over extended periods and explore historical contexts. By examining documents spanning different periods, researchers can analyze patterns, trends, changes, and continuity across social, cultural, or organizational aspects. 
• Non-Intrusive Method : Since documentary research relies on existing documents, there is no direct involvement with research subjects or settings. Hence there is no need to disturb or manipulate the research environment or intrude on the lives of individuals. This makes it an ethical and practical method, especially for sensitive or personal topics.
• Exploration of Inaccessible or Historical Data: Documentary research allows researchers to access data that cannot be duplicated anymore due to timelapse and changing circumstances. For instance, researchers can analyze archived documents, historical records, or rare texts which provide unique insights into the past or specific contexts. 
• Large-Scale Data Analysis : Documentary research deals with or involves large volumes of data. Numerous documents, texts, or media materials to identify patterns, themes, or trends can be examined. This exposure to extensive data sets enables comprehensive analysis and enhances the reliability of research findings.

Limitations of Documentary Research

• The Danger of Biased Perspectives: The documents used in documentary research are subject to bias, as they could reflect the perspectives, agendas, or limitations of the authors or organizations that produced them. Critical evaluation is necessary to ensure the credibility of the documents.
• No Control Over Data Collection : Documentary research relies on existing data that may not have been aimed at the research question it is being applied to. As researchers have limited control over the collection process, there is the potential for missing or incomplete information.
• Subjective Interpretation: Documents analyzed require interpretation of findings, which can be subjective as different researchers can interpret the same document differently, leading to variations in findings and conclusions.

Documentary research is a valuable form of research methodology as it provides access to existing documents and materials for analysis and interpretation. There are many advantages of these methods, such as diverse sources of data, historical perspectives, and access to large volumes of data from analysis.

However, there are also limitations like biases based on the author’s perspective, no control over data collection, and challenges in interpretation. A clear understanding of the pros and cons of this research method would help users make informed decisions on how to apply documentary research to their subject of study.

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• cross-sectional study
• data analysis
• data collection methods
• data interpretation
• documentary research
• Angela Kayode-Sanni

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Documentary Research: What it is, methodology & free examples

Social scientists often conduct documentary research. Its primary use is to assess various documents in the interest of social or historical value. Researchers also conduct documentary research to study multiple documents surrounding events or individuals.

What is documentary research?

Documentary research is the research conducted through the use of official documents or personal documents as the source of information.

Documents can include anything from the following: 

• Directories
• Government statistical publications
• Gramophone records
• Photographs
• Computer files

The above may not fit the traditional bill of a “document”, but companies can use them towards documentary research since they contain information.

Documentary research is similar to content analysis, which involves studying existing information recorded in media, texts, and physical items. Here, data collection from people is not required to conduct research. Hence, this is a prime example of secondary research.

It is essential to consider the quality of the documents while using it as evidence on social relations and social meanings. Keep in mind that, unlike surveys and research interviews, the records are originally published/generated without keeping the purpose of research in mind. It is good practice to cross-verify documents against other similar documents before reaching a decision.

Documentary research examples

Bellow, we can find a few real-life examples of documentary research applied to companies’ daily events.

1. Social research studies

Although documentary research is not used extensively today, it is the go-to research method to conduct social research studies. For example, Karl Marx and Emile Durkheim used documentary research extensively for their research.

Karl Marx used documents like:

• Her Majesty Inspectors of Factories Reports
• Royal Commission
• Inland Revenue Reports

There’s also a record of his use of reports by the Medical Officer of the Privy Council, reports on children’s employment in factories, the Corn-laws, the Banking Acts, and Census Reports for Wales and England to name a few.

Durkheim, one of the founders of Sociology, wrote a book on suicide, which is recognized as the first modern example of a methodical and consistent use of documents for social research.

2. Archival inquiry

The field of sociology has a popular, longstanding tradition of documentary inquiry. Many historians refer to and rely on primary documents for their research. Historians give historical documents more emphasis while conducting research. Of course, as we evolve, virtual documents like emails will play a significant role in research activities conducted by these researchers.

3. Aesthetic interpretation

Documentary research is not limited to text only. Pictures, paintings, videos, audio files, monuments are also used to conduct research. Documentary researchers use these tools in addition to texts while studying social sciences. The use of these tools adds to the authenticity of the textual research, or may very well point out deviations in the findings.

This deviation suggests that investigators research more to draw accurate conclusions.

Documentary research methodology

Documentary research, if conducted thoroughly, can help develop a hypothesis or prove or disprove an existing theory. This of course depends on the methodology applied and the depth of research conducted. The researcher must conduct his/her own secondary research to analyze the contents before extracting it. They must handle the data scientifically.

Follow this four-step approach to control the quality of the content:

The authenticity of the documents

The credibility of the documents

Representativeness of the documents

The meaning derived from the documents

Let’s take a look at these in detail.

Authenticity implies whether the document’s origin is reliable, is the evidence genuine, are the intentions sincere, and what were the commitments to creating the document. The authenticity of the source is the primary criterion of documentary research.

Credibility means the subjective and objective components that make one believe the source of information and whether the data is free from distortion and error. The information must be trustworthy and must have some level of expertise.

Representativeness refers to whether the document represents a more extensive collection of the data point, and it is an aggregation of the topic being studied. That said, documents get distorted with time due to the inclusion of new factors, and a check has to be made to ensure the documents are representative.

Meaning means whether the findings are understandable and clear to be called evidence. The goal of examining documents is to understand its significance and meaning. Researchers must find out whether the document fits within the historical context or not.

Advantages of documentary study

Here are the advantages of the documentary research method:

• Data readily available: Data is readily available in various sources. You only need to know where to look and how to use it. The data is available in different forms, and harnessing it is the real challenge.
• Inexpensive and economical: The data for research is already collected and published in either print or other forms. The researcher does not need to spend money and time like they do to collect market research insights and gather data. They need to search for and compile the available data from different sources.
• Saves time: Conducting market research is time-consuming. Responses will not come in quickly as expected, and gathering global responses will take a huge amount of time. If you have all the reference documents available (or you know where to find them), research is relatively quick.
• Non-bias: Primary data collection tends to be biased. This bias depends on a lot of factors like the age of the respondents, the time they take the survey, their mentality while taking the survey, their gender, their feelings towards certain ideas, to name a few. The list goes on and on when it comes to surveying bias.
• A researcher is not necessary during data collection: The researcher doesn’t need to be present during data collection. It is practically impossible for the researcher to be present at every point of the data source, especially thinking about the various data sources.
• Useful for hypothesis: Use historical data to draw inferences of the current or future events. Conclusions can be drawn from the experience of past events and data available for them. 

Disadvantages of the method

Here are the disadvantages of the documentary research method:

• Limited data: Data is not always available, especially when you need to cross-verify a theory or strengthen your argument based on different forms of data.
• Inaccuracies: As the data is historical and published, there is almost no way of ascertaining if the data is accurate or not. 
• Incomplete documents: Often, documents can be incomplete, and there is no way of knowing if there are additional documents to refer to on the subject.
• Data out of context: The data that the researcher refers to may be out of context and may not be in line with the concept the researcher is trying to study. Its because the research goal is not thought of when creating the original data. Often, researchers have to make do with the available data at hand.

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Research Methodologies Guide

• Action Research
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Documentary Research

According to Scott & Marshall (2015), Documentary Research is

" Research that uses personal and official documents as a source material. Documents... may include such things as newspapers, diaries, stamps, directories, handbills, maps, government statistical publications, photographs, paintings, gramophone records, tapes, and computer files. "

Documentary research is often conducted by social scientists to assess a set of documents for historical or social value, or to create a larger narrative through the study of multiple documents surrounding an event or individual. 

Documentary research is often related to Content Analysis research methodologies. 

For more information, browse the selected resources below:

Books and articles

• Documentary Research in the Social Sciences by Malcolm Tight Publication Date: 2019 From diaries and letters to surveys and interview transcripts, documents are a cornerstone of social science research. This book guides you through the documentary research process, from choosing the best research design, through data collection and analysis, to publishing and sharing research findings.
• Documentary Research by Gary McCulloch Publication Date: 2004 Documentary sources have become increasingly neglected in education and the social sciences. This book seeks to emphasise their potential value and importance for an understanding of modern societies, while also recognising their limitations, and explores their relationship with other research strategies.
• An Introduction to Documentary Research A brief introduction to documentary research from the American Educational Research Association.
• Documentary Research [Reference] An encyclopedia entry on Documentary Research from the Encyclopedia of Curriculum Studies.
• << Previous: Digital Scholarship
• Next: Ethnography >>
• Last Updated: Dec 19, 2023 2:12 PM
• URL: https://instr.iastate.libguides.com/researchmethods

Document Analysis

• First Online: 02 January 2023

Cite this chapter

• Benjamin Kutsyuruba 4  

Part of the book series: Springer Texts in Education ((SPTE))

5230 Accesses

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This chapter describes the document analysis approach. As a qualitative method, document analysis entails a systematic procedure for reviewing and evaluating documents through finding, selecting, appraising (making sense of), and synthesizing data contained within them. This chapter outlines the brief history, method and use of document analysis, provides an outline of its process, strengths and limitations, and application, and offers further readings, resources, and suggestions for student engagement activities.

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Additional Reading

Kutsyuruba, B. (2017). Examining education reforms through document analysis methodology. In I. Silova, A. Korzh, S. Kovalchuk, & N. Sobe (Eds.), Reimagining Utopias: Theory and method for educational research in post-socialist contexts (pp. 199–214). Sense.

Kutsyuruba, B., Christou, T., Heggie, L., Murray, J., & Deluca, C. (2015). Teacher collaborative inquiry in Ontario: An analysis of provincial and school board policies and support documents. Canadian Journal of Educational Administration and Policy, 172 , 1–38.

Kutsyuruba, B., Godden, L., & Tregunna, L. (2014). Curbing the early-career attrition: A pan-Canadian document analysis of teacher induction and mentorship programs. Canadian Journal of Educational Administration and Policy, 161 , 1–42.

Segeren, A., & Kutsyuruba, B. (2012). Twenty years and counting: An examination of the development of equity and inclusive education policy in Ontario (1990–2010). Canadian Journal of Educational Administration and Policy, 136 , 1–38.

Online Resources

Document Analysis: A How To Guide (12:27 min) https://www.youtube.com/watch?v=vOsE9saR_ck

Document Analysis with Philip Adu (1:16:40 min) https://youtu.be/bLKBffW5JPU

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Queen’s University, Kingston, Canada

Benjamin Kutsyuruba

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Department of Educational Administration, College of Education, University of Saskatchewan, Saskatoon, SK, Canada

Janet Mola Okoko

Scott Tunison

Department of Educational Administration, University of Saskatchewan, Saskatoon, SK, Canada

Keith D. Walker

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Kutsyuruba, B. (2023). Document Analysis. In: Okoko, J.M., Tunison, S., Walker, K.D. (eds) Varieties of Qualitative Research Methods. Springer Texts in Education. Springer, Cham. https://doi.org/10.1007/978-3-031-04394-9_23

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Quick reference.

Research that uses personal and official documents as a source material. Documents used by social scientists may include such things as newspapers, diaries, stamps, directories, handbills, maps, government statistical publications, photographs, paintings, gramophone records, tapes, and computer files.

The most important consideration in using documents is their quality as evidence on social meanings and social relations. Unlike survey questionnaires or interview transcripts, documents have generally been compiled for purposes other than research, and their value must be thoroughly assessed before they can be used. It has been suggested that documents must be assessed against four criteria: authenticity, credibility, representativeness, and meaning (see John Scott, A Matter of Record, 1990). The criterion of authenticity involves assessing documents for their soundness and authorship. Soundness refers to whether the document is complete and whether it is an original or a sound copy. Authorship concerns issues of forgery or fraud and matters of collective or institutional authorship. Authorship is assessed through both internal evidence on vocabulary and literary style and external evidence from chemical tests on paper and ink. The criterion of credibility concerns the sincerity and accuracy of a document. All documents are selective, as it is impossible to construct accounts independent of particular standpoints, but they can be more or less credible as accounts, depending on the motives from which a point of view is adopted and whether the account gives an accurate report from that standpoint. To assess the accuracy of a report it is necessary to look at the conditions under which it was compiled and, in particular, how close the author was to the events reported. The criterion of representativeness involves an assessment of the survival and availability of relevant documents. It is important to know whether the documents consulted are representative of all the relevant documents that once existed, and this depends upon what proportion of the relevant documents have been stored or retained and whether they are available for researchers to use. The availability of official documents may often be limited by considerations of confidentiality and official secrecy. The meaning of documents is the most important matter and arises at two levels. The first level is the literal understanding of a document, by which is meant its physical readability, whether it is in a language that can be read, and such issues as dating. Once this practical matter has been resolved the more fundamental interpretative meaning must be addressed. Interpretation is a hermeneutic task through which an appreciation of the social and cultural context and forms of discourse that structure a text is reached. This involves methods of textual analysis and content analysis.

A useful recent overview of documentary research can be found in Lindsay Prior's Using Documents in Social Research (2003). Scott's A Matter of Record covers the issues involved in handling a range of documents, while Ken Plummer's Documents of Life, 2 (2001) gives good coverage of personal documents. See also life-history; personal documents.

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The Basics of Document Analysis

Document analysis is the process of reviewing or evaluating documents both printed and electronic in a methodical manner. The document analysis method, like many other qualitative research methods, involves examining and interpreting data to uncover meaning, gain understanding, and come to a conclusion.

What is Meant by Document Analysis?

Document analysis pertains to the process of interpreting documents for an assessment topic by the researcher as a means of giving voice and meaning. In Document Analysis as a Qualitative Research Method by Glenn A. Bowen , document analysis is described as, “... a systematic procedure for reviewing or evaluating documents—both printed and electronic (computer-based and Internet-transmitted) material. Like other analytical methods in qualitative research, document analysis requires that data be examined and interpreted in order to elicit meaning, gain understanding, and develop empirical knowledge.”

During the analysis of documents, the content is categorized into distinct themes, similar to the way transcripts from interviews or focus groups are analyzed. The documents may also be graded or scored using a rubric.

Document analysis is a social research method of great value, and it plays a crucial role in most triangulation methods, combining various methods to study a particular phenomenon.

>> View Webinar: How-To’s for Data Analysis

Documents fall into three main categories:

• Personal Documents: A personal account of an individual's beliefs, actions, and experiences. The following are examples: e-mails, calendars, scrapbooks, Facebook posts, incident reports, blogs, duty logs, newspapers, and reflections or journals.
• Public Records: Records of an organization's activities that are maintained continuously over time. These include mission statements, student transcripts, annual reports, student handbooks, policy manuals, syllabus, and strategic plans.
• Physical Evidence: Artifacts or items found within a study setting, also referred to as artifacts. Among these are posters, flyers, agendas, training materials, and handbooks.

The qualitative researcher generally makes use of two or more resources, each using a different data source and methodology, to achieve convergence and corroboration. An important purpose of triangulating evidence is to establish credibility through a convergence of evidence. Corroboration of findings across data sets reduces the possibility of bias, by examining data gathered in different ways.

It is important to note that document analysis differs from content analysis as content analysis refers to more than documents. As part of their definition for content analysis, Columbia Mailman School of Public Health states that, “Sources of data could be from interviews, open-ended questions, field research notes, conversations, or literally any occurrence of communicative language (such as books, essays, discussions, newspaper headlines, speeches, media, historical documents).

How Do You Do Document Analysis?

In order for a researcher to obtain reliable results from document analysis, a detailed planning process must be undertaken. The following is an outline of an eight-step planning process that should be employed in all textual analysis including document analysis techniques.

• Identify the texts you want to analyze such as samples, population, participants, and respondents.
• You should consider how texts will be accessed, paying attention to any cultural or linguistic barriers.
• Acknowledge and resolve biases.
• Acquire appropriate research skills.
• Strategize for ensuring credibility.
• Identify the data that is being sought.
• Take into account ethical issues.
• Keep a backup plan handy.

Researchers can use a wide variety of texts as part of their research, but the most common source is likely to be written material. Researchers often ask how many documents they should collect. There is an opinion that a wide selection of documents is preferable, but the issue should probably revolve more around the quality of the document than its quantity.

Why is Document Analysis Useful?

Different types of documents serve different purposes. They provide background information, indicate potential interview questions, serve as a mechanism for monitoring progress and tracking changes within a project, and allow for verification of any claims or progress made.

You can triangulate your claims about the phenomenon being studied using document analysis by using multiple sources and other research gathering methods.

Below are the advantages and disadvantages of document analysis

• Document analysis may assist researchers in determining what questions to ask your interviewees, as well as provide insight into what to watch out for during your participant observation.
• It is particularly useful to researchers who wish to focus on specific case studies
• It is inexpensive and quick in cases where data is easily obtainable.
• Documents provide specific and reliable data, unaffected by researchers' presence unlike with other research methods like participant observation.

Disadvantages

• It is likely that the documents researchers obtain are not complete or written objectively, requiring researchers to adopt a critical approach and not assume their contents are reliable or unbiased.
• There may be a risk of information overload due to the number of documents involved. Researchers often have difficulties determining what parts of each document are relevant to the topic being studied.
• It may be necessary to anonymize documents and compare them with other documents.

How NVivo Can Help with Document Analysis

Analyzing copious amounts of data and information can be a daunting and time-consuming prospect. Luckily, qualitative data analysis tools like NVivo can help!

NVivo’s AI-powered autocoding text analysis tool can help you efficiently analyze data and perform thematic analysis . By automatically detecting, grouping, and tagging noun phrases, you can quickly identify key themes throughout your documents – aiding in your evaluation.

Additionally, once you start coding part of your data, NVivo’s smart coding can take care of the rest for you by using machine learning to match your coding style. After your initial coding, you can run queries and create visualizations to expand on initial findings and gain deeper insights.

These features allow you to conduct data analysis on large amounts of documents – improving the efficiency of this qualitative research method. Learn more about these features in the webinar, NVivo 14: Thematic Analysis Using NVivo.

>> Watch Webinar NVivo 14: Thematic Analysis Using NVivo

Learn More About Document Analysis

Watch Twenty-Five Qualitative Researchers Share How-To's for Data Analysis

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How to use and assess qualitative research methods

Loraine busetto.

1 Department of Neurology, Heidelberg University Hospital, Im Neuenheimer Feld 400, 69120 Heidelberg, Germany

Wolfgang Wick

2 Clinical Cooperation Unit Neuro-Oncology, German Cancer Research Center, Heidelberg, Germany

Christoph Gumbinger

Associated data.

Not applicable.

This paper aims to provide an overview of the use and assessment of qualitative research methods in the health sciences. Qualitative research can be defined as the study of the nature of phenomena and is especially appropriate for answering questions of why something is (not) observed, assessing complex multi-component interventions, and focussing on intervention improvement. The most common methods of data collection are document study, (non-) participant observations, semi-structured interviews and focus groups. For data analysis, field-notes and audio-recordings are transcribed into protocols and transcripts, and coded using qualitative data management software. Criteria such as checklists, reflexivity, sampling strategies, piloting, co-coding, member-checking and stakeholder involvement can be used to enhance and assess the quality of the research conducted. Using qualitative in addition to quantitative designs will equip us with better tools to address a greater range of research problems, and to fill in blind spots in current neurological research and practice.

The aim of this paper is to provide an overview of qualitative research methods, including hands-on information on how they can be used, reported and assessed. This article is intended for beginning qualitative researchers in the health sciences as well as experienced quantitative researchers who wish to broaden their understanding of qualitative research.

What is qualitative research?

Qualitative research is defined as “the study of the nature of phenomena”, including “their quality, different manifestations, the context in which they appear or the perspectives from which they can be perceived” , but excluding “their range, frequency and place in an objectively determined chain of cause and effect” [ 1 ]. This formal definition can be complemented with a more pragmatic rule of thumb: qualitative research generally includes data in form of words rather than numbers [ 2 ].

Why conduct qualitative research?

Because some research questions cannot be answered using (only) quantitative methods. For example, one Australian study addressed the issue of why patients from Aboriginal communities often present late or not at all to specialist services offered by tertiary care hospitals. Using qualitative interviews with patients and staff, it found one of the most significant access barriers to be transportation problems, including some towns and communities simply not having a bus service to the hospital [ 3 ]. A quantitative study could have measured the number of patients over time or even looked at possible explanatory factors – but only those previously known or suspected to be of relevance. To discover reasons for observed patterns, especially the invisible or surprising ones, qualitative designs are needed.

While qualitative research is common in other fields, it is still relatively underrepresented in health services research. The latter field is more traditionally rooted in the evidence-based-medicine paradigm, as seen in " research that involves testing the effectiveness of various strategies to achieve changes in clinical practice, preferably applying randomised controlled trial study designs (...) " [ 4 ]. This focus on quantitative research and specifically randomised controlled trials (RCT) is visible in the idea of a hierarchy of research evidence which assumes that some research designs are objectively better than others, and that choosing a "lesser" design is only acceptable when the better ones are not practically or ethically feasible [ 5 , 6 ]. Others, however, argue that an objective hierarchy does not exist, and that, instead, the research design and methods should be chosen to fit the specific research question at hand – "questions before methods" [ 2 , 7 – 9 ]. This means that even when an RCT is possible, some research problems require a different design that is better suited to addressing them. Arguing in JAMA, Berwick uses the example of rapid response teams in hospitals, which he describes as " a complex, multicomponent intervention – essentially a process of social change" susceptible to a range of different context factors including leadership or organisation history. According to him, "[in] such complex terrain, the RCT is an impoverished way to learn. Critics who use it as a truth standard in this context are incorrect" [ 8 ] . Instead of limiting oneself to RCTs, Berwick recommends embracing a wider range of methods , including qualitative ones, which for "these specific applications, (...) are not compromises in learning how to improve; they are superior" [ 8 ].

Research problems that can be approached particularly well using qualitative methods include assessing complex multi-component interventions or systems (of change), addressing questions beyond “what works”, towards “what works for whom when, how and why”, and focussing on intervention improvement rather than accreditation [ 7 , 9 – 12 ]. Using qualitative methods can also help shed light on the “softer” side of medical treatment. For example, while quantitative trials can measure the costs and benefits of neuro-oncological treatment in terms of survival rates or adverse effects, qualitative research can help provide a better understanding of patient or caregiver stress, visibility of illness or out-of-pocket expenses.

How to conduct qualitative research?

Given that qualitative research is characterised by flexibility, openness and responsivity to context, the steps of data collection and analysis are not as separate and consecutive as they tend to be in quantitative research [ 13 , 14 ]. As Fossey puts it : “sampling, data collection, analysis and interpretation are related to each other in a cyclical (iterative) manner, rather than following one after another in a stepwise approach” [ 15 ]. The researcher can make educated decisions with regard to the choice of method, how they are implemented, and to which and how many units they are applied [ 13 ]. As shown in Fig.  1 , this can involve several back-and-forth steps between data collection and analysis where new insights and experiences can lead to adaption and expansion of the original plan. Some insights may also necessitate a revision of the research question and/or the research design as a whole. The process ends when saturation is achieved, i.e. when no relevant new information can be found (see also below: sampling and saturation). For reasons of transparency, it is essential for all decisions as well as the underlying reasoning to be well-documented.

Iterative research process

While it is not always explicitly addressed, qualitative methods reflect a different underlying research paradigm than quantitative research (e.g. constructivism or interpretivism as opposed to positivism). The choice of methods can be based on the respective underlying substantive theory or theoretical framework used by the researcher [ 2 ].

Data collection

The methods of qualitative data collection most commonly used in health research are document study, observations, semi-structured interviews and focus groups [ 1 , 14 , 16 , 17 ].

Document study

Document study (also called document analysis) refers to the review by the researcher of written materials [ 14 ]. These can include personal and non-personal documents such as archives, annual reports, guidelines, policy documents, diaries or letters.

Observations

Observations are particularly useful to gain insights into a certain setting and actual behaviour – as opposed to reported behaviour or opinions [ 13 ]. Qualitative observations can be either participant or non-participant in nature. In participant observations, the observer is part of the observed setting, for example a nurse working in an intensive care unit [ 18 ]. In non-participant observations, the observer is “on the outside looking in”, i.e. present in but not part of the situation, trying not to influence the setting by their presence. Observations can be planned (e.g. for 3 h during the day or night shift) or ad hoc (e.g. as soon as a stroke patient arrives at the emergency room). During the observation, the observer takes notes on everything or certain pre-determined parts of what is happening around them, for example focusing on physician-patient interactions or communication between different professional groups. Written notes can be taken during or after the observations, depending on feasibility (which is usually lower during participant observations) and acceptability (e.g. when the observer is perceived to be judging the observed). Afterwards, these field notes are transcribed into observation protocols. If more than one observer was involved, field notes are taken independently, but notes can be consolidated into one protocol after discussions. Advantages of conducting observations include minimising the distance between the researcher and the researched, the potential discovery of topics that the researcher did not realise were relevant and gaining deeper insights into the real-world dimensions of the research problem at hand [ 18 ].

Semi-structured interviews

Hijmans & Kuyper describe qualitative interviews as “an exchange with an informal character, a conversation with a goal” [ 19 ]. Interviews are used to gain insights into a person’s subjective experiences, opinions and motivations – as opposed to facts or behaviours [ 13 ]. Interviews can be distinguished by the degree to which they are structured (i.e. a questionnaire), open (e.g. free conversation or autobiographical interviews) or semi-structured [ 2 , 13 ]. Semi-structured interviews are characterized by open-ended questions and the use of an interview guide (or topic guide/list) in which the broad areas of interest, sometimes including sub-questions, are defined [ 19 ]. The pre-defined topics in the interview guide can be derived from the literature, previous research or a preliminary method of data collection, e.g. document study or observations. The topic list is usually adapted and improved at the start of the data collection process as the interviewer learns more about the field [ 20 ]. Across interviews the focus on the different (blocks of) questions may differ and some questions may be skipped altogether (e.g. if the interviewee is not able or willing to answer the questions or for concerns about the total length of the interview) [ 20 ]. Qualitative interviews are usually not conducted in written format as it impedes on the interactive component of the method [ 20 ]. In comparison to written surveys, qualitative interviews have the advantage of being interactive and allowing for unexpected topics to emerge and to be taken up by the researcher. This can also help overcome a provider or researcher-centred bias often found in written surveys, which by nature, can only measure what is already known or expected to be of relevance to the researcher. Interviews can be audio- or video-taped; but sometimes it is only feasible or acceptable for the interviewer to take written notes [ 14 , 16 , 20 ].

Focus groups

Focus groups are group interviews to explore participants’ expertise and experiences, including explorations of how and why people behave in certain ways [ 1 ]. Focus groups usually consist of 6–8 people and are led by an experienced moderator following a topic guide or “script” [ 21 ]. They can involve an observer who takes note of the non-verbal aspects of the situation, possibly using an observation guide [ 21 ]. Depending on researchers’ and participants’ preferences, the discussions can be audio- or video-taped and transcribed afterwards [ 21 ]. Focus groups are useful for bringing together homogeneous (to a lesser extent heterogeneous) groups of participants with relevant expertise and experience on a given topic on which they can share detailed information [ 21 ]. Focus groups are a relatively easy, fast and inexpensive method to gain access to information on interactions in a given group, i.e. “the sharing and comparing” among participants [ 21 ]. Disadvantages include less control over the process and a lesser extent to which each individual may participate. Moreover, focus group moderators need experience, as do those tasked with the analysis of the resulting data. Focus groups can be less appropriate for discussing sensitive topics that participants might be reluctant to disclose in a group setting [ 13 ]. Moreover, attention must be paid to the emergence of “groupthink” as well as possible power dynamics within the group, e.g. when patients are awed or intimidated by health professionals.

Choosing the “right” method

As explained above, the school of thought underlying qualitative research assumes no objective hierarchy of evidence and methods. This means that each choice of single or combined methods has to be based on the research question that needs to be answered and a critical assessment with regard to whether or to what extent the chosen method can accomplish this – i.e. the “fit” between question and method [ 14 ]. It is necessary for these decisions to be documented when they are being made, and to be critically discussed when reporting methods and results.

Let us assume that our research aim is to examine the (clinical) processes around acute endovascular treatment (EVT), from the patient’s arrival at the emergency room to recanalization, with the aim to identify possible causes for delay and/or other causes for sub-optimal treatment outcome. As a first step, we could conduct a document study of the relevant standard operating procedures (SOPs) for this phase of care – are they up-to-date and in line with current guidelines? Do they contain any mistakes, irregularities or uncertainties that could cause delays or other problems? Regardless of the answers to these questions, the results have to be interpreted based on what they are: a written outline of what care processes in this hospital should look like. If we want to know what they actually look like in practice, we can conduct observations of the processes described in the SOPs. These results can (and should) be analysed in themselves, but also in comparison to the results of the document analysis, especially as regards relevant discrepancies. Do the SOPs outline specific tests for which no equipment can be observed or tasks to be performed by specialized nurses who are not present during the observation? It might also be possible that the written SOP is outdated, but the actual care provided is in line with current best practice. In order to find out why these discrepancies exist, it can be useful to conduct interviews. Are the physicians simply not aware of the SOPs (because their existence is limited to the hospital’s intranet) or do they actively disagree with them or does the infrastructure make it impossible to provide the care as described? Another rationale for adding interviews is that some situations (or all of their possible variations for different patient groups or the day, night or weekend shift) cannot practically or ethically be observed. In this case, it is possible to ask those involved to report on their actions – being aware that this is not the same as the actual observation. A senior physician’s or hospital manager’s description of certain situations might differ from a nurse’s or junior physician’s one, maybe because they intentionally misrepresent facts or maybe because different aspects of the process are visible or important to them. In some cases, it can also be relevant to consider to whom the interviewee is disclosing this information – someone they trust, someone they are otherwise not connected to, or someone they suspect or are aware of being in a potentially “dangerous” power relationship to them. Lastly, a focus group could be conducted with representatives of the relevant professional groups to explore how and why exactly they provide care around EVT. The discussion might reveal discrepancies (between SOPs and actual care or between different physicians) and motivations to the researchers as well as to the focus group members that they might not have been aware of themselves. For the focus group to deliver relevant information, attention has to be paid to its composition and conduct, for example, to make sure that all participants feel safe to disclose sensitive or potentially problematic information or that the discussion is not dominated by (senior) physicians only. The resulting combination of data collection methods is shown in Fig.  2 .

Possible combination of data collection methods

Attributions for icons: “Book” by Serhii Smirnov, “Interview” by Adrien Coquet, FR, “Magnifying Glass” by anggun, ID, “Business communication” by Vectors Market; all from the Noun Project

The combination of multiple data source as described for this example can be referred to as “triangulation”, in which multiple measurements are carried out from different angles to achieve a more comprehensive understanding of the phenomenon under study [ 22 , 23 ].

Data analysis

To analyse the data collected through observations, interviews and focus groups these need to be transcribed into protocols and transcripts (see Fig.  3 ). Interviews and focus groups can be transcribed verbatim , with or without annotations for behaviour (e.g. laughing, crying, pausing) and with or without phonetic transcription of dialects and filler words, depending on what is expected or known to be relevant for the analysis. In the next step, the protocols and transcripts are coded , that is, marked (or tagged, labelled) with one or more short descriptors of the content of a sentence or paragraph [ 2 , 15 , 23 ]. Jansen describes coding as “connecting the raw data with “theoretical” terms” [ 20 ]. In a more practical sense, coding makes raw data sortable. This makes it possible to extract and examine all segments describing, say, a tele-neurology consultation from multiple data sources (e.g. SOPs, emergency room observations, staff and patient interview). In a process of synthesis and abstraction, the codes are then grouped, summarised and/or categorised [ 15 , 20 ]. The end product of the coding or analysis process is a descriptive theory of the behavioural pattern under investigation [ 20 ]. The coding process is performed using qualitative data management software, the most common ones being InVivo, MaxQDA and Atlas.ti. It should be noted that these are data management tools which support the analysis performed by the researcher(s) [ 14 ].

From data collection to data analysis

Attributions for icons: see Fig. ​ Fig.2, 2 , also “Speech to text” by Trevor Dsouza, “Field Notes” by Mike O’Brien, US, “Voice Record” by ProSymbols, US, “Inspection” by Made, AU, and “Cloud” by Graphic Tigers; all from the Noun Project

How to report qualitative research?

Protocols of qualitative research can be published separately and in advance of the study results. However, the aim is not the same as in RCT protocols, i.e. to pre-define and set in stone the research questions and primary or secondary endpoints. Rather, it is a way to describe the research methods in detail, which might not be possible in the results paper given journals’ word limits. Qualitative research papers are usually longer than their quantitative counterparts to allow for deep understanding and so-called “thick description”. In the methods section, the focus is on transparency of the methods used, including why, how and by whom they were implemented in the specific study setting, so as to enable a discussion of whether and how this may have influenced data collection, analysis and interpretation. The results section usually starts with a paragraph outlining the main findings, followed by more detailed descriptions of, for example, the commonalities, discrepancies or exceptions per category [ 20 ]. Here it is important to support main findings by relevant quotations, which may add information, context, emphasis or real-life examples [ 20 , 23 ]. It is subject to debate in the field whether it is relevant to state the exact number or percentage of respondents supporting a certain statement (e.g. “Five interviewees expressed negative feelings towards XYZ”) [ 21 ].

How to combine qualitative with quantitative research?

Qualitative methods can be combined with other methods in multi- or mixed methods designs, which “[employ] two or more different methods [ …] within the same study or research program rather than confining the research to one single method” [ 24 ]. Reasons for combining methods can be diverse, including triangulation for corroboration of findings, complementarity for illustration and clarification of results, expansion to extend the breadth and range of the study, explanation of (unexpected) results generated with one method with the help of another, or offsetting the weakness of one method with the strength of another [ 1 , 17 , 24 – 26 ]. The resulting designs can be classified according to when, why and how the different quantitative and/or qualitative data strands are combined. The three most common types of mixed method designs are the convergent parallel design , the explanatory sequential design and the exploratory sequential design. The designs with examples are shown in Fig.  4 .

Three common mixed methods designs

In the convergent parallel design, a qualitative study is conducted in parallel to and independently of a quantitative study, and the results of both studies are compared and combined at the stage of interpretation of results. Using the above example of EVT provision, this could entail setting up a quantitative EVT registry to measure process times and patient outcomes in parallel to conducting the qualitative research outlined above, and then comparing results. Amongst other things, this would make it possible to assess whether interview respondents’ subjective impressions of patients receiving good care match modified Rankin Scores at follow-up, or whether observed delays in care provision are exceptions or the rule when compared to door-to-needle times as documented in the registry. In the explanatory sequential design, a quantitative study is carried out first, followed by a qualitative study to help explain the results from the quantitative study. This would be an appropriate design if the registry alone had revealed relevant delays in door-to-needle times and the qualitative study would be used to understand where and why these occurred, and how they could be improved. In the exploratory design, the qualitative study is carried out first and its results help informing and building the quantitative study in the next step [ 26 ]. If the qualitative study around EVT provision had shown a high level of dissatisfaction among the staff members involved, a quantitative questionnaire investigating staff satisfaction could be set up in the next step, informed by the qualitative study on which topics dissatisfaction had been expressed. Amongst other things, the questionnaire design would make it possible to widen the reach of the research to more respondents from different (types of) hospitals, regions, countries or settings, and to conduct sub-group analyses for different professional groups.

How to assess qualitative research?

A variety of assessment criteria and lists have been developed for qualitative research, ranging in their focus and comprehensiveness [ 14 , 17 , 27 ]. However, none of these has been elevated to the “gold standard” in the field. In the following, we therefore focus on a set of commonly used assessment criteria that, from a practical standpoint, a researcher can look for when assessing a qualitative research report or paper.

Assessors should check the authors’ use of and adherence to the relevant reporting checklists (e.g. Standards for Reporting Qualitative Research (SRQR)) to make sure all items that are relevant for this type of research are addressed [ 23 , 28 ]. Discussions of quantitative measures in addition to or instead of these qualitative measures can be a sign of lower quality of the research (paper). Providing and adhering to a checklist for qualitative research contributes to an important quality criterion for qualitative research, namely transparency [ 15 , 17 , 23 ].

Reflexivity

While methodological transparency and complete reporting is relevant for all types of research, some additional criteria must be taken into account for qualitative research. This includes what is called reflexivity, i.e. sensitivity to the relationship between the researcher and the researched, including how contact was established and maintained, or the background and experience of the researcher(s) involved in data collection and analysis. Depending on the research question and population to be researched this can be limited to professional experience, but it may also include gender, age or ethnicity [ 17 , 27 ]. These details are relevant because in qualitative research, as opposed to quantitative research, the researcher as a person cannot be isolated from the research process [ 23 ]. It may influence the conversation when an interviewed patient speaks to an interviewer who is a physician, or when an interviewee is asked to discuss a gynaecological procedure with a male interviewer, and therefore the reader must be made aware of these details [ 19 ].

Sampling and saturation

The aim of qualitative sampling is for all variants of the objects of observation that are deemed relevant for the study to be present in the sample “ to see the issue and its meanings from as many angles as possible” [ 1 , 16 , 19 , 20 , 27 ] , and to ensure “information-richness [ 15 ]. An iterative sampling approach is advised, in which data collection (e.g. five interviews) is followed by data analysis, followed by more data collection to find variants that are lacking in the current sample. This process continues until no new (relevant) information can be found and further sampling becomes redundant – which is called saturation [ 1 , 15 ] . In other words: qualitative data collection finds its end point not a priori , but when the research team determines that saturation has been reached [ 29 , 30 ].

This is also the reason why most qualitative studies use deliberate instead of random sampling strategies. This is generally referred to as “ purposive sampling” , in which researchers pre-define which types of participants or cases they need to include so as to cover all variations that are expected to be of relevance, based on the literature, previous experience or theory (i.e. theoretical sampling) [ 14 , 20 ]. Other types of purposive sampling include (but are not limited to) maximum variation sampling, critical case sampling or extreme or deviant case sampling [ 2 ]. In the above EVT example, a purposive sample could include all relevant professional groups and/or all relevant stakeholders (patients, relatives) and/or all relevant times of observation (day, night and weekend shift).

Assessors of qualitative research should check whether the considerations underlying the sampling strategy were sound and whether or how researchers tried to adapt and improve their strategies in stepwise or cyclical approaches between data collection and analysis to achieve saturation [ 14 ].

Good qualitative research is iterative in nature, i.e. it goes back and forth between data collection and analysis, revising and improving the approach where necessary. One example of this are pilot interviews, where different aspects of the interview (especially the interview guide, but also, for example, the site of the interview or whether the interview can be audio-recorded) are tested with a small number of respondents, evaluated and revised [ 19 ]. In doing so, the interviewer learns which wording or types of questions work best, or which is the best length of an interview with patients who have trouble concentrating for an extended time. Of course, the same reasoning applies to observations or focus groups which can also be piloted.

Ideally, coding should be performed by at least two researchers, especially at the beginning of the coding process when a common approach must be defined, including the establishment of a useful coding list (or tree), and when a common meaning of individual codes must be established [ 23 ]. An initial sub-set or all transcripts can be coded independently by the coders and then compared and consolidated after regular discussions in the research team. This is to make sure that codes are applied consistently to the research data.

Member checking

Member checking, also called respondent validation , refers to the practice of checking back with study respondents to see if the research is in line with their views [ 14 , 27 ]. This can happen after data collection or analysis or when first results are available [ 23 ]. For example, interviewees can be provided with (summaries of) their transcripts and asked whether they believe this to be a complete representation of their views or whether they would like to clarify or elaborate on their responses [ 17 ]. Respondents’ feedback on these issues then becomes part of the data collection and analysis [ 27 ].

Stakeholder involvement

In those niches where qualitative approaches have been able to evolve and grow, a new trend has seen the inclusion of patients and their representatives not only as study participants (i.e. “members”, see above) but as consultants to and active participants in the broader research process [ 31 – 33 ]. The underlying assumption is that patients and other stakeholders hold unique perspectives and experiences that add value beyond their own single story, making the research more relevant and beneficial to researchers, study participants and (future) patients alike [ 34 , 35 ]. Using the example of patients on or nearing dialysis, a recent scoping review found that 80% of clinical research did not address the top 10 research priorities identified by patients and caregivers [ 32 , 36 ]. In this sense, the involvement of the relevant stakeholders, especially patients and relatives, is increasingly being seen as a quality indicator in and of itself.

How not to assess qualitative research

The above overview does not include certain items that are routine in assessments of quantitative research. What follows is a non-exhaustive, non-representative, experience-based list of the quantitative criteria often applied to the assessment of qualitative research, as well as an explanation of the limited usefulness of these endeavours.

Protocol adherence

Given the openness and flexibility of qualitative research, it should not be assessed by how well it adheres to pre-determined and fixed strategies – in other words: its rigidity. Instead, the assessor should look for signs of adaptation and refinement based on lessons learned from earlier steps in the research process.

Sample size

For the reasons explained above, qualitative research does not require specific sample sizes, nor does it require that the sample size be determined a priori [ 1 , 14 , 27 , 37 – 39 ]. Sample size can only be a useful quality indicator when related to the research purpose, the chosen methodology and the composition of the sample, i.e. who was included and why.

Randomisation

While some authors argue that randomisation can be used in qualitative research, this is not commonly the case, as neither its feasibility nor its necessity or usefulness has been convincingly established for qualitative research [ 13 , 27 ]. Relevant disadvantages include the negative impact of a too large sample size as well as the possibility (or probability) of selecting “ quiet, uncooperative or inarticulate individuals ” [ 17 ]. Qualitative studies do not use control groups, either.

Interrater reliability, variability and other “objectivity checks”

The concept of “interrater reliability” is sometimes used in qualitative research to assess to which extent the coding approach overlaps between the two co-coders. However, it is not clear what this measure tells us about the quality of the analysis [ 23 ]. This means that these scores can be included in qualitative research reports, preferably with some additional information on what the score means for the analysis, but it is not a requirement. Relatedly, it is not relevant for the quality or “objectivity” of qualitative research to separate those who recruited the study participants and collected and analysed the data. Experiences even show that it might be better to have the same person or team perform all of these tasks [ 20 ]. First, when researchers introduce themselves during recruitment this can enhance trust when the interview takes place days or weeks later with the same researcher. Second, when the audio-recording is transcribed for analysis, the researcher conducting the interviews will usually remember the interviewee and the specific interview situation during data analysis. This might be helpful in providing additional context information for interpretation of data, e.g. on whether something might have been meant as a joke [ 18 ].

Not being quantitative research

Being qualitative research instead of quantitative research should not be used as an assessment criterion if it is used irrespectively of the research problem at hand. Similarly, qualitative research should not be required to be combined with quantitative research per se – unless mixed methods research is judged as inherently better than single-method research. In this case, the same criterion should be applied for quantitative studies without a qualitative component.

The main take-away points of this paper are summarised in Table ​ Table1. 1 . We aimed to show that, if conducted well, qualitative research can answer specific research questions that cannot to be adequately answered using (only) quantitative designs. Seeing qualitative and quantitative methods as equal will help us become more aware and critical of the “fit” between the research problem and our chosen methods: I can conduct an RCT to determine the reasons for transportation delays of acute stroke patients – but should I? It also provides us with a greater range of tools to tackle a greater range of research problems more appropriately and successfully, filling in the blind spots on one half of the methodological spectrum to better address the whole complexity of neurological research and practice.

Take-away-points

Acknowledgements

Abbreviations, authors’ contributions.

LB drafted the manuscript; WW and CG revised the manuscript; all authors approved the final versions.

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The authors declare no competing interests.

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Document research.

Document research method refers to the analysis of documents that contains information about the scenario or event under consideration. It is used to investigate, categorize and analyze physical sources, most commonly written documents, in the social, public or digital world. This research method is just as good as and sometimes even more cost effective than the surveys, in-depth interviews or other observation based methods such as ethnography.

Quick details: Document Research

Structure: Structured

Preparation: Documents to be researched

Deliverables: Research notes, Documentation, Insights

More about Document Research

A document is defined as written text. Documents can be files, statistical data, records of official or unofficial nature providing an account of an event, images, other written material that can be accessed in a social, public or digital context. For example, institutional memoranda and reports, census publications, government pronouncements and proceedings, diaries and other written, visual and pictorial sources in different forms and so on are socially, publically or digitally accessible either openly or on request.

Document research is not a standalone method; it is usually used in conjunction with other design methods. Document research is employed when the researcher has questions to which they seek answers. It is not as helpful in an open inquiry to determine patterns as the number of documents that would need to be investigated can be huge, turning the researcher’s task into a never-ending exercise. Therefore, This research method is often used only as a supplement to the other research methods.

Along with surveys and ethnography, document research is one of the three major types of social research and arguably has been the most widely used of the three, to study needs, behavior and expectations of user groups. The analysis of the documents in document research is either quantitative or qualitative analysis (or both). The key issues surrounding types of documents and our ability to use them as reliable sources of evidence on the user groups must be considered by all who use documents in their research.

Advantages of Document Research

1. availability.

Document research method uses documents that are public or can be accessed on request if private.

2. Time & Cost effective

As the phenomenon being investigated is clearly defined before the method is exercised, the research is focused and closed. This saves a lot of time for the researcher and also costs that would have been incurred if an expert was consulted for the study.

3. Unbiased Collection Process

As the collection process doesn’t involve direct interaction of the researcher with the user groups or author of the documents, the chances of introducing bias stays low. Again, if the document is of the statistical record type, then the data being collected is based on facts that can be verified and cross-checked for errors.

4. Researcher Presence

The researcher is not required to be present at the time of data collection.

Disadvantages of Document Research

1. limited by available data.

As the data or documents that are available on the phenomenon being investigated as the primary resources for the study, the findings will be based on only the data that is documented on the subject.

2. Errors in written material

If there are errors in the documents being referred, these errors will render erroneous findings as well .

3. Out of context

If the documents studied are out of context, they will not contribute meaning to the study or will not lead to an insightful findings.

4. Preparation before analysis

The preparation required before document analysis is performed is a task in itself. The efforts are usually directed toward recruiting the researchers, identifying sources, shortlisting the material to be researched and analyzed, among others.

Think Design's recommendation

More often than not, any design project starts with some kind of Document Research or the other. It is predominantly a secondary research method; however, the researcher/ designer is using the documented material for his own understanding of the context. 

Do not use document research as a stand-alone method and do not proceed with your design assuming that the documents you studied have provided you with all the answers. This method compliments other methods and is usually a good starting point.

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• Audio/ Video Analysis
• Heatmap Analysis
• Social Network Mapping
• Time Lapse Video
• Trend Analysis
• Usage Analytics

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Understanding document based research:  dbqs and primary sources.

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The study of history and social studies in schools today is based on primary source documents.  This section will explain what document-based questions and primary source documents are.  

What is a Primary Source? 

Just what do we mean when we use the term primary source or primary source document? A primary source is generally defined as a record created by a direct participant in an event or activity in the past. Primary sources are not always documents.  Many times they are, but maps, photographs, drawings, and objects are also primary sources. In document-based teaching of history, they are all considered "documents."

Primary sources differ from secondary sources in that secondary sources are interpretations of the past-usually written by historians-that are created after the fact. For example, a diary written by a Civil War solider is a primary source, because the solider is a first-hand participant in the events he is describing. A chapter in a text book and an article written about the Civil War are secondary sources.

The following are considered primary sources:

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• Blueprints and Architectural Designs
• Awards, Trophies and Certificates

What is a DBQ (Document Based Question)?

When students answer document-based questions, they become detectives searching evidence for clues. A DBQ (document-based question) is designed to build students' critical thinking skills by asking them to interpret, analyze and synthesize information from primary sources.

The goal in using document-based questions is to get students to look beyond the obvious interpretation of a primary source to understand not just what the document, object, or artifact shows and says, but more importantly what it  means.  Students begin to realize that sometimes history is written based on interpretations of very small fragments of evidence. And so the question of who is doing the interpreting, as well as the quality and quantity of the evidence being examined, become very important considerations.

How are Primary Sources Helpful in Learning?

Using primary sources in the classroom helps students develop the critical thinking skills that make learning tangible, enjoyable and memorable. Primary sources are helpful because they allow students to learn to:

• Form Opinions
• Compare and Contrast
• Establish Perspective
• Identify Contradictions
• Weigh Generalizations
• Analyze Raw Data
• Examine Evidence
• Draw Conclusions

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Home » Research Paper – Structure, Examples and Writing Guide

Research Paper – Structure, Examples and Writing Guide

Table of Contents

Research Paper

Definition:

Research Paper is a written document that presents the author’s original research, analysis, and interpretation of a specific topic or issue.

It is typically based on Empirical Evidence, and may involve qualitative or quantitative research methods, or a combination of both. The purpose of a research paper is to contribute new knowledge or insights to a particular field of study, and to demonstrate the author’s understanding of the existing literature and theories related to the topic.

Structure of Research Paper

The structure of a research paper typically follows a standard format, consisting of several sections that convey specific information about the research study. The following is a detailed explanation of the structure of a research paper:

The title page contains the title of the paper, the name(s) of the author(s), and the affiliation(s) of the author(s). It also includes the date of submission and possibly, the name of the journal or conference where the paper is to be published.

The abstract is a brief summary of the research paper, typically ranging from 100 to 250 words. It should include the research question, the methods used, the key findings, and the implications of the results. The abstract should be written in a concise and clear manner to allow readers to quickly grasp the essence of the research.

Introduction

The introduction section of a research paper provides background information about the research problem, the research question, and the research objectives. It also outlines the significance of the research, the research gap that it aims to fill, and the approach taken to address the research question. Finally, the introduction section ends with a clear statement of the research hypothesis or research question.

Literature Review

The literature review section of a research paper provides an overview of the existing literature on the topic of study. It includes a critical analysis and synthesis of the literature, highlighting the key concepts, themes, and debates. The literature review should also demonstrate the research gap and how the current study seeks to address it.

The methods section of a research paper describes the research design, the sample selection, the data collection and analysis procedures, and the statistical methods used to analyze the data. This section should provide sufficient detail for other researchers to replicate the study.

The results section presents the findings of the research, using tables, graphs, and figures to illustrate the data. The findings should be presented in a clear and concise manner, with reference to the research question and hypothesis.

The discussion section of a research paper interprets the findings and discusses their implications for the research question, the literature review, and the field of study. It should also address the limitations of the study and suggest future research directions.

The conclusion section summarizes the main findings of the study, restates the research question and hypothesis, and provides a final reflection on the significance of the research.

The references section provides a list of all the sources cited in the paper, following a specific citation style such as APA, MLA or Chicago.

How to Write Research Paper

You can write Research Paper by the following guide:

• Choose a Topic: The first step is to select a topic that interests you and is relevant to your field of study. Brainstorm ideas and narrow down to a research question that is specific and researchable.
• Conduct a Literature Review: The literature review helps you identify the gap in the existing research and provides a basis for your research question. It also helps you to develop a theoretical framework and research hypothesis.
• Develop a Thesis Statement : The thesis statement is the main argument of your research paper. It should be clear, concise and specific to your research question.
• Plan your Research: Develop a research plan that outlines the methods, data sources, and data analysis procedures. This will help you to collect and analyze data effectively.
• Collect and Analyze Data: Collect data using various methods such as surveys, interviews, observations, or experiments. Analyze data using statistical tools or other qualitative methods.
• Organize your Paper : Organize your paper into sections such as Introduction, Literature Review, Methods, Results, Discussion, and Conclusion. Ensure that each section is coherent and follows a logical flow.
• Write your Paper : Start by writing the introduction, followed by the literature review, methods, results, discussion, and conclusion. Ensure that your writing is clear, concise, and follows the required formatting and citation styles.
• Edit and Proofread your Paper: Review your paper for grammar and spelling errors, and ensure that it is well-structured and easy to read. Ask someone else to review your paper to get feedback and suggestions for improvement.
• Cite your Sources: Ensure that you properly cite all sources used in your research paper. This is essential for giving credit to the original authors and avoiding plagiarism.

Research Paper Example

Note : The below example research paper is for illustrative purposes only and is not an actual research paper. Actual research papers may have different structures, contents, and formats depending on the field of study, research question, data collection and analysis methods, and other factors. Students should always consult with their professors or supervisors for specific guidelines and expectations for their research papers.

Research Paper Example sample for Students:

Title: The Impact of Social Media on Mental Health among Young Adults

Abstract: This study aims to investigate the impact of social media use on the mental health of young adults. A literature review was conducted to examine the existing research on the topic. A survey was then administered to 200 university students to collect data on their social media use, mental health status, and perceived impact of social media on their mental health. The results showed that social media use is positively associated with depression, anxiety, and stress. The study also found that social comparison, cyberbullying, and FOMO (Fear of Missing Out) are significant predictors of mental health problems among young adults.

Introduction: Social media has become an integral part of modern life, particularly among young adults. While social media has many benefits, including increased communication and social connectivity, it has also been associated with negative outcomes, such as addiction, cyberbullying, and mental health problems. This study aims to investigate the impact of social media use on the mental health of young adults.

Literature Review: The literature review highlights the existing research on the impact of social media use on mental health. The review shows that social media use is associated with depression, anxiety, stress, and other mental health problems. The review also identifies the factors that contribute to the negative impact of social media, including social comparison, cyberbullying, and FOMO.

Methods : A survey was administered to 200 university students to collect data on their social media use, mental health status, and perceived impact of social media on their mental health. The survey included questions on social media use, mental health status (measured using the DASS-21), and perceived impact of social media on their mental health. Data were analyzed using descriptive statistics and regression analysis.

Results : The results showed that social media use is positively associated with depression, anxiety, and stress. The study also found that social comparison, cyberbullying, and FOMO are significant predictors of mental health problems among young adults.

Discussion : The study’s findings suggest that social media use has a negative impact on the mental health of young adults. The study highlights the need for interventions that address the factors contributing to the negative impact of social media, such as social comparison, cyberbullying, and FOMO.

Conclusion : In conclusion, social media use has a significant impact on the mental health of young adults. The study’s findings underscore the need for interventions that promote healthy social media use and address the negative outcomes associated with social media use. Future research can explore the effectiveness of interventions aimed at reducing the negative impact of social media on mental health. Additionally, longitudinal studies can investigate the long-term effects of social media use on mental health.

Limitations : The study has some limitations, including the use of self-report measures and a cross-sectional design. The use of self-report measures may result in biased responses, and a cross-sectional design limits the ability to establish causality.

Implications: The study’s findings have implications for mental health professionals, educators, and policymakers. Mental health professionals can use the findings to develop interventions that address the negative impact of social media use on mental health. Educators can incorporate social media literacy into their curriculum to promote healthy social media use among young adults. Policymakers can use the findings to develop policies that protect young adults from the negative outcomes associated with social media use.

References :

• Twenge, J. M., & Campbell, W. K. (2019). Associations between screen time and lower psychological well-being among children and adolescents: Evidence from a population-based study. Preventive medicine reports, 15, 100918.
• Primack, B. A., Shensa, A., Escobar-Viera, C. G., Barrett, E. L., Sidani, J. E., Colditz, J. B., … & James, A. E. (2017). Use of multiple social media platforms and symptoms of depression and anxiety: A nationally-representative study among US young adults. Computers in Human Behavior, 69, 1-9.
• Van der Meer, T. G., & Verhoeven, J. W. (2017). Social media and its impact on academic performance of students. Journal of Information Technology Education: Research, 16, 383-398.

Appendix : The survey used in this study is provided below.

Social Media and Mental Health Survey

• How often do you use social media per day?
• Less than 30 minutes
• 30 minutes to 1 hour
• 1 to 2 hours
• 2 to 4 hours
• More than 4 hours
• Which social media platforms do you use?
• Others (Please specify)
• How often do you experience the following on social media?
• Social comparison (comparing yourself to others)
• Cyberbullying
• Fear of Missing Out (FOMO)
• Have you ever experienced any of the following mental health problems in the past month?
• Do you think social media use has a positive or negative impact on your mental health?
• Very positive
• Somewhat positive
• Somewhat negative
• Very negative
• In your opinion, which factors contribute to the negative impact of social media on mental health?
• Social comparison
• In your opinion, what interventions could be effective in reducing the negative impact of social media on mental health?
• Education on healthy social media use
• Counseling for mental health problems caused by social media
• Social media detox programs
• Regulation of social media use

Thank you for your participation!

Applications of Research Paper

Research papers have several applications in various fields, including:

• Advancing knowledge: Research papers contribute to the advancement of knowledge by generating new insights, theories, and findings that can inform future research and practice. They help to answer important questions, clarify existing knowledge, and identify areas that require further investigation.
• Informing policy: Research papers can inform policy decisions by providing evidence-based recommendations for policymakers. They can help to identify gaps in current policies, evaluate the effectiveness of interventions, and inform the development of new policies and regulations.
• Improving practice: Research papers can improve practice by providing evidence-based guidance for professionals in various fields, including medicine, education, business, and psychology. They can inform the development of best practices, guidelines, and standards of care that can improve outcomes for individuals and organizations.
• Educating students : Research papers are often used as teaching tools in universities and colleges to educate students about research methods, data analysis, and academic writing. They help students to develop critical thinking skills, research skills, and communication skills that are essential for success in many careers.
• Fostering collaboration: Research papers can foster collaboration among researchers, practitioners, and policymakers by providing a platform for sharing knowledge and ideas. They can facilitate interdisciplinary collaborations and partnerships that can lead to innovative solutions to complex problems.

When to Write Research Paper

Research papers are typically written when a person has completed a research project or when they have conducted a study and have obtained data or findings that they want to share with the academic or professional community. Research papers are usually written in academic settings, such as universities, but they can also be written in professional settings, such as research organizations, government agencies, or private companies.

Here are some common situations where a person might need to write a research paper:

• For academic purposes: Students in universities and colleges are often required to write research papers as part of their coursework, particularly in the social sciences, natural sciences, and humanities. Writing research papers helps students to develop research skills, critical thinking skills, and academic writing skills.
• For publication: Researchers often write research papers to publish their findings in academic journals or to present their work at academic conferences. Publishing research papers is an important way to disseminate research findings to the academic community and to establish oneself as an expert in a particular field.
• To inform policy or practice : Researchers may write research papers to inform policy decisions or to improve practice in various fields. Research findings can be used to inform the development of policies, guidelines, and best practices that can improve outcomes for individuals and organizations.
• To share new insights or ideas: Researchers may write research papers to share new insights or ideas with the academic or professional community. They may present new theories, propose new research methods, or challenge existing paradigms in their field.

Purpose of Research Paper

The purpose of a research paper is to present the results of a study or investigation in a clear, concise, and structured manner. Research papers are written to communicate new knowledge, ideas, or findings to a specific audience, such as researchers, scholars, practitioners, or policymakers. The primary purposes of a research paper are:

• To contribute to the body of knowledge : Research papers aim to add new knowledge or insights to a particular field or discipline. They do this by reporting the results of empirical studies, reviewing and synthesizing existing literature, proposing new theories, or providing new perspectives on a topic.
• To inform or persuade: Research papers are written to inform or persuade the reader about a particular issue, topic, or phenomenon. They present evidence and arguments to support their claims and seek to persuade the reader of the validity of their findings or recommendations.
• To advance the field: Research papers seek to advance the field or discipline by identifying gaps in knowledge, proposing new research questions or approaches, or challenging existing assumptions or paradigms. They aim to contribute to ongoing debates and discussions within a field and to stimulate further research and inquiry.
• To demonstrate research skills: Research papers demonstrate the author’s research skills, including their ability to design and conduct a study, collect and analyze data, and interpret and communicate findings. They also demonstrate the author’s ability to critically evaluate existing literature, synthesize information from multiple sources, and write in a clear and structured manner.

Characteristics of Research Paper

Research papers have several characteristics that distinguish them from other forms of academic or professional writing. Here are some common characteristics of research papers:

• Evidence-based: Research papers are based on empirical evidence, which is collected through rigorous research methods such as experiments, surveys, observations, or interviews. They rely on objective data and facts to support their claims and conclusions.
• Structured and organized: Research papers have a clear and logical structure, with sections such as introduction, literature review, methods, results, discussion, and conclusion. They are organized in a way that helps the reader to follow the argument and understand the findings.
• Formal and objective: Research papers are written in a formal and objective tone, with an emphasis on clarity, precision, and accuracy. They avoid subjective language or personal opinions and instead rely on objective data and analysis to support their arguments.
• Citations and references: Research papers include citations and references to acknowledge the sources of information and ideas used in the paper. They use a specific citation style, such as APA, MLA, or Chicago, to ensure consistency and accuracy.
• Peer-reviewed: Research papers are often peer-reviewed, which means they are evaluated by other experts in the field before they are published. Peer-review ensures that the research is of high quality, meets ethical standards, and contributes to the advancement of knowledge in the field.
• Objective and unbiased: Research papers strive to be objective and unbiased in their presentation of the findings. They avoid personal biases or preconceptions and instead rely on the data and analysis to draw conclusions.

Advantages of Research Paper

Research papers have many advantages, both for the individual researcher and for the broader academic and professional community. Here are some advantages of research papers:

• Contribution to knowledge: Research papers contribute to the body of knowledge in a particular field or discipline. They add new information, insights, and perspectives to existing literature and help advance the understanding of a particular phenomenon or issue.
• Opportunity for intellectual growth: Research papers provide an opportunity for intellectual growth for the researcher. They require critical thinking, problem-solving, and creativity, which can help develop the researcher’s skills and knowledge.
• Career advancement: Research papers can help advance the researcher’s career by demonstrating their expertise and contributions to the field. They can also lead to new research opportunities, collaborations, and funding.
• Academic recognition: Research papers can lead to academic recognition in the form of awards, grants, or invitations to speak at conferences or events. They can also contribute to the researcher’s reputation and standing in the field.
• Impact on policy and practice: Research papers can have a significant impact on policy and practice. They can inform policy decisions, guide practice, and lead to changes in laws, regulations, or procedures.
• Advancement of society: Research papers can contribute to the advancement of society by addressing important issues, identifying solutions to problems, and promoting social justice and equality.

Limitations of Research Paper

Research papers also have some limitations that should be considered when interpreting their findings or implications. Here are some common limitations of research papers:

• Limited generalizability: Research findings may not be generalizable to other populations, settings, or contexts. Studies often use specific samples or conditions that may not reflect the broader population or real-world situations.
• Potential for bias : Research papers may be biased due to factors such as sample selection, measurement errors, or researcher biases. It is important to evaluate the quality of the research design and methods used to ensure that the findings are valid and reliable.
• Ethical concerns: Research papers may raise ethical concerns, such as the use of vulnerable populations or invasive procedures. Researchers must adhere to ethical guidelines and obtain informed consent from participants to ensure that the research is conducted in a responsible and respectful manner.
• Limitations of methodology: Research papers may be limited by the methodology used to collect and analyze data. For example, certain research methods may not capture the complexity or nuance of a particular phenomenon, or may not be appropriate for certain research questions.
• Publication bias: Research papers may be subject to publication bias, where positive or significant findings are more likely to be published than negative or non-significant findings. This can skew the overall findings of a particular area of research.
• Time and resource constraints: Research papers may be limited by time and resource constraints, which can affect the quality and scope of the research. Researchers may not have access to certain data or resources, or may be unable to conduct long-term studies due to practical limitations.

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Researcher, Academic Writer, Web developer

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Documenting your research data along the way: tips and tools.

By Hilde van Zeeland

It happens all too often: researchers fail to use data collected by themselves or by others due to a lack of documentation. Documentation refers to information about your research data. It is meant to make your data understandable – to others who might want to reuse it, but also to your future self. Wageningen University & Research Library provides courses and advice on data documentation. In this blog post, we discuss what to document, and give tips & tools for documenting throughout the research process.

What to document?

In short, you should document all information needed to understand your data. Think of:

• General project information: title of the study, people involved and their roles, etc.
• Methodological information: methods of data collection and analysis, instrument calibrations, etc.
• Data-specific information: variable names and definitions, units of measurement, etc.

Documentation is often added to a dataset in a separate README.txt file. This page gives more information on README-files including a template you can use.

How do I document?

The trick to good documentation is to start long before you create the README-file – it’s best to document your data throughout your research. If you wait until the end, chances are that you will no longer remember what variable P2_scomF stands for, or how you got to the figures in a certain column.

A few tips for continuous documentation:

• Try a generic tool like OneNote for keeping and organising notes. You can structure these notebooks to your own research. Once you have finished your research, you can easily select the notes you wish to add to your dataset (e.g. as a README-file).
• Use an electronic lab notebook for structured documenting. Your group might have a shared e-lab notebook tool you can use. One example is eLabJournal .
• If you use a proprietary software such as OneNote or a e-lab notebook, make sure to export or convert your documentation to an open file format when you make it available to others. This way, people do not need the original software to open the files – and the files will remain readable even if the software becomes obsolete.
• Do you work with spreadsheets? The free tool Colectica for Excel allows you to add documentation to your spreadsheets. Think of the explanation of variables and code lists. You can also export these to create separate documentation files.
• If you work with scripting languages, such as R or Python, take a look at Jupyter Notebook . With this free, web-based tool you create one single document showing code snippets and their results in place. This provides a step-by-step overview of your data processing and analysis. Find examples of Jupyter notebooks by research domain here . This page also provides a list of journal articles with documentation in Jupyter notebooks.

Put it to the test!

How do you know if your final documentation is understandable to others? Put it to the test! Simply give your dataset with documentation to somebody else. If this person has trouble understanding your data, there’s room for improvement. Of course you can always contact Data Management Support if you need help.

Good luck documenting your data!

Join the new Research Data Management group on Intranet for more tips & tricks, events, and other data info.

Related posts:

• Create more impact: dare to share your research data
• 10 Tweets on The Making of… Research Data Management Policy
• Wageningen Economic Research: secure data storing and sharing
• Data Management Plan Requirements of Public Funding Agencies

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More From Forbes

Is your research plan inclusive 3 ways to check.

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Fake Dictionary, definition of the word research.

Despite the best of intentions, researchers tend to design plans that reflect their own identities and biases and can inadvertently center themselves in research design. Oftentimes, that might mean leaving out historically marginalized groups in research design. To serve all people inclusively, it's important to research all people’s needs inclusively.

In my interview with Dr. Varina Michaels, founder and director of Paisley Group and executive director of Women of Colour Australia , a leading not-for-profit that advocates for, supports and strengthens the lives and experiences of women of color, she recommended starting with these questions when talking with people who want to be more inclusive with their research:

• Who are the communities you are trying to serve?
• What are their needs?
• How do you know?

The last question is especially powerful. We tend to make assumptions about groups, especially ones that we are not part of, based on shortcut stereotypes or assumptions that have been passed down over time. Because most white people still live in highly segregated areas where they don't interact with as many people of color, they might default to false stereotypes and outdated assumptions due to their lack of direct lived experiences.

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Rfk jr. campaign sues nevada election official over ballot requirement as push for debate stage nears eleventh hour, the fed quietly admits gold is replacing the dollar as collapse fear predicted to trigger a 15 7 trillion etf bitcoin price flip, establish an inclusive research plan from the start.

Research planning starts before the research starts. Michaels recommends that before conducting research, you get feedback from participants on the initial research plan:

• Is this area important or should we spend our time somewhere else?
• Are the questions culturally appropriate and what could we be asking to be most accessible?
• Did we maximize the impact of your time and accurately represent you?

Settings also matter for inclusive research design. Michaels emphasizes, “If the same person takes the survey in different settings, you get different outcomes.” Different settings may signal different levels of safety or have different distractions, especially for historically marginalized people. It is critical to ensure anonymity in the research design and space for candid responses. There's no point to doing the research if people aren't going to be honest about their perceptions.

Center Women of Color in Inclusive Research Design

As the saying goes, “rising tides lift all boats.” When research focuses on the most marginalized people first, we create more opportunities for inclusion for the general population. People with intersectional identities, such as women of color, often bring a diverse lens, fresh perspectives and innovative thinking to the research because their experiences are unique.

As Michaels shares, “The most common response from women of color is to let the work speak and not my race, color, or gender.” When their voices are centered, others are uplifted.

“People cannot just take one cultural lens in a survey—that does not fully reflect their full human identity. That is why it is important to take their full human complexity into the research design,” Michaels comments. When we consider the dominant group's perspective in research design, we leave out a vast array of other innovative solutions and ideas that everyone can benefit from.

By addressing the needs of those who face the greatest barriers, researchers can create interventions and policies that lift everyone up. It's a reminder that true inclusivity requires a commitment to justice and equity for all.

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Farallon Islands wildlife research is in trouble. What it means for marine science

The wild and remote Farallon Islands, 27 miles off the coast of San Francisco, offer daily proof of nature’s ebbs and flows.

The changes, unseen by most, are dramatic. California sea lions have moved here from southern California. Whales are cruising by earlier in the spring. Sharks have changed their dining preferences. Seabirds, once nearly gone, are now abundant, filling the air with shrieks, songs and stinky poop perfume.

How do we know this? Because people are counting animals — every day. For 56 years, biologists with the nonprofit Point Blue Conservation Science have braved wind, fog and isolation at the 211-acre National Wildlife Refuge to build a rich wildlife database.

But now that’s in peril.

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“The Service is in a constrained budget environment, and we’re working to make judicious use of our resources,” said USFWS’s spokewoman Jackie D’Almeida. The refuge costs about $600,000 a year to operate, and there is a $8 million backlog in deferred maintenance, she said.

The loss means that Point Blue will no longer be able to maintain a year-round presence, so the islands would be unattended in the fall and winter, said Jaime Jahncke, who directs Point Blue’s California Current Group.

Several crucial long-term datasets will be discontinued, he said. There will be smaller scientific teams, so fewer species can be monitored. Not as many young scientists will be trained. And when the islands are unstaffed, they could be damaged by trespassers.

Research by the Petaluma-based Point Blue has led to several key environmental policy reforms, such as the 1987 gill-netting prohibition aimed at protecting seabirds from drowning, the 1993 legal protection of white sharks, and the creation of three California Marine Protected Areas around the islands in 2010. Its findings triggered the removal of invasive cats and rabbits, leading to the recovery of birds called Rhinoceros Auklets.

Its work also informs day-to-day management decisions; for instance, the group’s documentation of whales is used to alert ships, implement speed limits and set dates for crab fishing.

“When monitoring goes away, the ability to make science-based protections also goes away,” said Point Blue spokesman Zachary Warnow.

A longtime partner of USFWS, Point Blue now will be forced to depend exclusively on private donations from foundations and individuals. They worry that the loss of federal funding will make it harder to secure private donations. The loss of $300,000 in federal funding, which represented about a third of the group’s budget on the islands, helped anchor the research effort.

Saw-toothed crags, the Farallon Islands are uninhabited except for the field research station on Southeast Farallon Island, with no fresh water. About every two weeks, scientists are supplied with food and supplies. Permits to go ashore are rarely granted.

Surrounded by strong cold currents and blooming clouds of krill and fish, the Farallon Refuge has been dubbed “California’s Galapagos” because it shelters a huge range of animal and plant life, including endangered and threatened species. It hosts the largest colony of nesting seabirds in the continental U.S. outside of Alaska.

It’s a world-renowned stopover site for unique vagrant birds, lost or blown off course. Last month, researchers reported the Asian cerulean Blue Rock Thrush, only the second known sighting of the bird in the United States.

On Friday, scientists spotted a rare Nazca Booby, a species that breeds in the Galapagos Islands. The Nazca Booby is very rare this far north, but occurrences are increasing.

After breeding populations of seabirds called Cassin’s Auklets suffered a worrisome decline, Point Blue researchers erected subdivisions of nest boxes, which act as artificial burrows, to monitor individual birds in a controlled way.

“We’re studying occupancy, trying to answer the question: Are the birds in the boxes the same birds that came five or ten years ago?” said Point Blue biologist Amanda Spears.

The Farallon Islands refuge isn’t alone in facing a funding crisis. The entire National Wildlife Refuge System, the nation’s largest network of lands and waters dedicated to wildlife conservation, is reducing essential services.

Rising costs are eating into minor increases in appropriations, causing an effective decline in its budget, according to federal officials. In 2010, the Refuge System received about $765 million in inflation-adjusted dollars ; last year’s budget was $527 million.

Meanwhile, the refuge system has grown. About 18 new refuge units and hundreds of millions of acres of marine national monuments have been added to the nation’s existing 571 refuges, as well as new services, such as the Urban Wildlife Conservation Program.

Without enough money, no national wildlife refuge is fully staffed, and more than half have no staff on-site, so they are closed to the public and completely unmanaged, according to the advocacy group National Wildlife Refuge Association. There aren’t enough law enforcement officers; some officers are covering entire states. Many volunteer programs are being cut back or entirely eliminated due to a lack of supervision from staff.

“Over the past twenty years, the Service’s capacity has eroded significantly, while at the same time costs and workloads have increased, and challenges to wildlife conservation have become more complex,” said Martha Williams, director of USFW, in a budget request to a the House Committee on Natural Resources, Subcommittee on Water, Wildlife, and Fisheries on May 16.

“These challenging budgets have required us to pull back on important partnerships and conservation work,” she said.

Farallon Islands National Wildlife Refuge manager Gerry McChesney mourned the potential loss of Point Blue, saying that the nonprofit’s scientists, volunteers and donors have helped prop up the federal effort. While the USFWS has legal responsibility for the refuge at the islands also known as the Farallones, he explained, Point Blue plays the lead role in day-to-day refuge management and research.

“The Farallones are a living laboratory, and you can’t look at the effects of climate change from studying something for just a year or two,” said McChesney. “You have to study it year after year after year — and you can’t stop.”

“The reality,” he said, “is that we couldn’t manage this place without them.”

©2024 MediaNews Group, Inc. Visit at mercurynews.com. Distributed by Tribune Content Agency, LLC.

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Interview with Rachel Nadon, CIRM's BMO 2024 postdoctoral fellow

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It was a busy spring for Rachel Nadon! On April 2nd, she began her stay as the  BMO Posdoctoral Fellow at CIRM for the year 2024 , and on July 1st, she will take up her new position as a tenure-track Assistant Professor of Québec Literature in the Département de littérature, théâtre et cinéma at Université Laval!  Despite her short stay with us, we are eager to find out more about her fascinating research project, which she hopes to pursue as a professor.

But first and foremost, a brief biography is in order. With a PhD in French-language literatures from Université de Montréal, Rachel Nadon works on the relationship between emotions and the sensational press. Member of the Groupe de recherches et d’études sur le livre au Québec (GRÉLQ) , she works at the crossroads of cultural studies and literary history. She co-edited the collective Relire les revues québécoises : histoire, formes et pratiques (PUM, 2021). She is also director of Mens : revue d’histoire intellectuelle et culturelle .

Her research project as a BMO Postdoctoral Fellow, which she plans to pursue,  is “Emotions and archives of feelings: reading Montreal through Allô Police, 1970-2004”.

The question on everyone's mind: why Allô Police?

I've already been working on yellow newspapers for a few years ("yellow newspapers", just to get everyone on the same wavelength, is an expression that includes all sorts of different newspapers, crime papers, gossip papers, saucy cartoon papers, etc.). These are newspapers that are often ephemeral, that don't last long and whose circulation is difficult to evaluate. Allô Police had a very long life, from 1953 to 2004. It also had a huge circulation, between 100,000 and 200,000 copies a week in the 1950s. So, on the one hand, there's the duration and popularity of this newspaper.

And on the other, I have noticed that everyone has one or more anecdotes about Allô Police. When I was a kid, my parents used to cover my eyes a little when we passed the Allô Police in the convenience store! But just about everyone has something to say about Allô Police: reading it only on vacations (like a little party), cutting it up for scrapbooking, reading it on the sly, despite parental prohibitions, etc. It is this conjecture of two elements that intrigues me: its popularity, the widespread yet almost intimate nature of its reading. Although few people mention Allô Police as a legitimate reading habit...

What motivates you to study the relationship between emotions and the sensational press?

When I started reading Allô Police, I realized that emotion was quite important in my reading. I was confronted with articles about mutilated and decapitated people; there were lots of photos of corpses. Itis something that really grabbed me, and which seems to me to go beyond the notion of sensationalism. Starting from my emotions of fascination and disgust, and perplexity too, I came to pay attention to the texts, to the way emotions like fear, disgust, even love, were named. I realized that all this, the mobilization of emotion in different ways, was part of the reading pact of these newspapers. I should point out that my reading emotions are probably not the same as those of another readership, that of the 1950s for example; I cannot assume that, at least!

What are your goals and expectations for your residency as a postdoctoral fellow at CRIEM?

The project is structured in two parts. First, I will be reading copies of Allô Police from the 1976 Olympics to the end of the newspaper's activities in 2004. I'm particularly interested in the 1980s and 1990s, because I want to see how the paper stages the city. For example, what neighborhoods are named, what events are covered? Does it resemble the years I've already studied (the 1950s-1960s)? I will be able to pursue these questions, analyzing the ways in which the city of Montréal is constructed over the course of the articles. I am also going to see how a newspaper like Allô Police situates itself in relation to the pro-sex and anti-sex feminist movements, and everything to do with pornography and sex work. As it's a newspaper that makes a living out of sexuality and its particular circles, I'm interested.

There's a second aspect to the project, that of archives. I want to explore people's memories of this diary, with the idea of reconstructing an archive of readings, or rather an "archive of feelings", to use Ann Czetkovich 's words. The aim is to seek out stories, objects of all kinds, business cards, photocopied editions, photos, scrapbook pages made from Allô Police clippings, etc. This will be a good way to reflect on the different uses of the newspaper and the ways in which people interacted with Allô Police, but also on the memories they retain of it and what it tells us about a way of living in or representing Montréal. It goes beyond a simple "broadcast-reception" type of reading, I want to touch on the uses of the newspaper and its ways of circulating, and of "orienting" us in the city.

Can you explain the concept of the archive of feelings?

Ann Czetkovich is interested in the experience of trauma among lesbian and queer people. According to her, this experience isn't "officially" documented, but is associated with objects or narratives. These objects - it could be a diary or pulp collections - are not necessarily linked to the experience of trauma, but evoke it in different ways for someone or for a community. These objects, figures or photos (for example), are invested with sentimental value and meaning, but they are not considered archives in the institutional sense of the term. Ann Czetkovich, in her book An Archive of Feelings: Trauma, Sexuality, and Lesbian Public Cultures , analyzes these archives and "produces" them, too. There is a double movement of analysis and creation (she "constitutes" cultural productions as archives, so to speak), and that is what I want to do too. Does the experience of emotionally reading a newspaper like Allô Police produce an archive of feelings? I would like to collect objects and stories that would enable us to reflect on the relationship between emotions, memory and the city.

This implies creative work.

For the project, I'd like to set up a website, collect alternative archives of Allô Police, meet people who still remember it, and explore different modes of distribution, such as fanzines. I have co-written a "detective serial" in the cultural magazine Liberté, in which I've used the device of fiction to integrate interviews I have already done with Allô Police actors. I'm also thinking of organizing a round-table discussion on the 20th anniversary of Allô Police's demise.

For me, in this project, there is a dimension of research and creation in the strict sense, i.e. reading and research on the one hand, and "reconstituting" the archives on the other. More broadly, it allows me to reflect on the question of archives, which is a complicated one when it comes to large-scale cultural productions. The documents that bear witness to the production of these periodicals are often not intended for conservation or archiving. In fact, the product itself - the newspaper - was never intended for preservation!

Why is it important to study a crime news journal like Allô Police?

On the one hand, it is a place of memory, in the sense of a space of memory that bears witness to many events affecting Montreal and many other places. This place of memory allows us to read the watermark of changes affecting society, but also relationships between people, the way we conceive of crime and criminals. In short, it allows us to reflect on what affects people, and what constitutes an era. And at the same time, it is a place of memory in the most fundamental sense: people remember it. Many readers meet there. It's important to highlight how a newspaper that has had bad press has brought together a community of readers, a community that could be reconstituted by, among other things, the very diverse uses to which this newspaper has been put.

What are your plans for your first months (or rather first years!) as an assistant professor of Québec literature?

One thing is for sure: I want to pursue this project! It is very close to my heart. I am interested in pursuing all these reflections on how a tabloid newspaper like Allô Police has left an emotional, concrete and material mark on people's lives and on the city of Montréal. More broadly, I have a project on the cultural history of bad taste in Québec; to be continued, as they say!

A perfect day in Montréal? It's summer, I get on my bike, I go swimming in Parc Jarry, I have a coffee in the Mile End and we eat hot dogs at Orange Julep..   3 essential symbols of Montréal? Olympic Stadium, Caffè Italia and Milano (together), and the Lachine Canal   Favorite neighborhood? My neighborhood, Little Italy, because of my neighbors!   Bibliography on emotions and cultural & literary studies: Sara Ahmed (2014), Cultural Politics of Emotion , Edinburgh, Edinburgh University Press,2 nd ed., 256 p. Ann Czetkovich (2003), An Archive of Feelings: Trauma, Sexuality, and Lesbian Public Cultures , Duke University Press, 368 p. Michel de Certeau (1990), L’invention du quotidien, tome 1 : Arts de faire , Folio, 416 p. Richard Hoggart (1970), La Culture du pauvre , trad. de l’anglais par Jean Claude Passeron, Paris, Minuit, 420 p. Will Straw (2021), «The Pastness of Allo Police» , dans Martha Langford et Johanne Sloan (ed.), Photogenic Montreal: Activisms and Archives in a Post-Industrial City, Montréal, McGill/Queen’s University Press, p. 199-216.

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