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Case Study – Methods, Examples and Guide

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Case Study Research

A case study is a research method that involves an in-depth examination and analysis of a particular phenomenon or case, such as an individual, organization, community, event, or situation.

It is a qualitative research approach that aims to provide a detailed and comprehensive understanding of the case being studied. Case studies typically involve multiple sources of data, including interviews, observations, documents, and artifacts, which are analyzed using various techniques, such as content analysis, thematic analysis, and grounded theory. The findings of a case study are often used to develop theories, inform policy or practice, or generate new research questions.

Types of Case Study

Types and Methods of Case Study are as follows:

Single-Case Study

A single-case study is an in-depth analysis of a single case. This type of case study is useful when the researcher wants to understand a specific phenomenon in detail.

For Example , A researcher might conduct a single-case study on a particular individual to understand their experiences with a particular health condition or a specific organization to explore their management practices. The researcher collects data from multiple sources, such as interviews, observations, and documents, and uses various techniques to analyze the data, such as content analysis or thematic analysis. The findings of a single-case study are often used to generate new research questions, develop theories, or inform policy or practice.

Multiple-Case Study

A multiple-case study involves the analysis of several cases that are similar in nature. This type of case study is useful when the researcher wants to identify similarities and differences between the cases.

For Example, a researcher might conduct a multiple-case study on several companies to explore the factors that contribute to their success or failure. The researcher collects data from each case, compares and contrasts the findings, and uses various techniques to analyze the data, such as comparative analysis or pattern-matching. The findings of a multiple-case study can be used to develop theories, inform policy or practice, or generate new research questions.

Exploratory Case Study

An exploratory case study is used to explore a new or understudied phenomenon. This type of case study is useful when the researcher wants to generate hypotheses or theories about the phenomenon.

For Example, a researcher might conduct an exploratory case study on a new technology to understand its potential impact on society. The researcher collects data from multiple sources, such as interviews, observations, and documents, and uses various techniques to analyze the data, such as grounded theory or content analysis. The findings of an exploratory case study can be used to generate new research questions, develop theories, or inform policy or practice.

Descriptive Case Study

A descriptive case study is used to describe a particular phenomenon in detail. This type of case study is useful when the researcher wants to provide a comprehensive account of the phenomenon.

For Example, a researcher might conduct a descriptive case study on a particular community to understand its social and economic characteristics. The researcher collects data from multiple sources, such as interviews, observations, and documents, and uses various techniques to analyze the data, such as content analysis or thematic analysis. The findings of a descriptive case study can be used to inform policy or practice or generate new research questions.

Instrumental Case Study

An instrumental case study is used to understand a particular phenomenon that is instrumental in achieving a particular goal. This type of case study is useful when the researcher wants to understand the role of the phenomenon in achieving the goal.

For Example, a researcher might conduct an instrumental case study on a particular policy to understand its impact on achieving a particular goal, such as reducing poverty. The researcher collects data from multiple sources, such as interviews, observations, and documents, and uses various techniques to analyze the data, such as content analysis or thematic analysis. The findings of an instrumental case study can be used to inform policy or practice or generate new research questions.

Case Study Data Collection Methods

Here are some common data collection methods for case studies:

Interviews involve asking questions to individuals who have knowledge or experience relevant to the case study. Interviews can be structured (where the same questions are asked to all participants) or unstructured (where the interviewer follows up on the responses with further questions). Interviews can be conducted in person, over the phone, or through video conferencing.

Observations

Observations involve watching and recording the behavior and activities of individuals or groups relevant to the case study. Observations can be participant (where the researcher actively participates in the activities) or non-participant (where the researcher observes from a distance). Observations can be recorded using notes, audio or video recordings, or photographs.

Documents can be used as a source of information for case studies. Documents can include reports, memos, emails, letters, and other written materials related to the case study. Documents can be collected from the case study participants or from public sources.

Surveys involve asking a set of questions to a sample of individuals relevant to the case study. Surveys can be administered in person, over the phone, through mail or email, or online. Surveys can be used to gather information on attitudes, opinions, or behaviors related to the case study.

Artifacts are physical objects relevant to the case study. Artifacts can include tools, equipment, products, or other objects that provide insights into the case study phenomenon.

How to conduct Case Study Research

Conducting a case study research involves several steps that need to be followed to ensure the quality and rigor of the study. Here are the steps to conduct case study research:

  • Define the research questions: The first step in conducting a case study research is to define the research questions. The research questions should be specific, measurable, and relevant to the case study phenomenon under investigation.
  • Select the case: The next step is to select the case or cases to be studied. The case should be relevant to the research questions and should provide rich and diverse data that can be used to answer the research questions.
  • Collect data: Data can be collected using various methods, such as interviews, observations, documents, surveys, and artifacts. The data collection method should be selected based on the research questions and the nature of the case study phenomenon.
  • Analyze the data: The data collected from the case study should be analyzed using various techniques, such as content analysis, thematic analysis, or grounded theory. The analysis should be guided by the research questions and should aim to provide insights and conclusions relevant to the research questions.
  • Draw conclusions: The conclusions drawn from the case study should be based on the data analysis and should be relevant to the research questions. The conclusions should be supported by evidence and should be clearly stated.
  • Validate the findings: The findings of the case study should be validated by reviewing the data and the analysis with participants or other experts in the field. This helps to ensure the validity and reliability of the findings.
  • Write the report: The final step is to write the report of the case study research. The report should provide a clear description of the case study phenomenon, the research questions, the data collection methods, the data analysis, the findings, and the conclusions. The report should be written in a clear and concise manner and should follow the guidelines for academic writing.

Examples of Case Study

Here are some examples of case study research:

  • The Hawthorne Studies : Conducted between 1924 and 1932, the Hawthorne Studies were a series of case studies conducted by Elton Mayo and his colleagues to examine the impact of work environment on employee productivity. The studies were conducted at the Hawthorne Works plant of the Western Electric Company in Chicago and included interviews, observations, and experiments.
  • The Stanford Prison Experiment: Conducted in 1971, the Stanford Prison Experiment was a case study conducted by Philip Zimbardo to examine the psychological effects of power and authority. The study involved simulating a prison environment and assigning participants to the role of guards or prisoners. The study was controversial due to the ethical issues it raised.
  • The Challenger Disaster: The Challenger Disaster was a case study conducted to examine the causes of the Space Shuttle Challenger explosion in 1986. The study included interviews, observations, and analysis of data to identify the technical, organizational, and cultural factors that contributed to the disaster.
  • The Enron Scandal: The Enron Scandal was a case study conducted to examine the causes of the Enron Corporation’s bankruptcy in 2001. The study included interviews, analysis of financial data, and review of documents to identify the accounting practices, corporate culture, and ethical issues that led to the company’s downfall.
  • The Fukushima Nuclear Disaster : The Fukushima Nuclear Disaster was a case study conducted to examine the causes of the nuclear accident that occurred at the Fukushima Daiichi Nuclear Power Plant in Japan in 2011. The study included interviews, analysis of data, and review of documents to identify the technical, organizational, and cultural factors that contributed to the disaster.

Application of Case Study

Case studies have a wide range of applications across various fields and industries. Here are some examples:

Business and Management

Case studies are widely used in business and management to examine real-life situations and develop problem-solving skills. Case studies can help students and professionals to develop a deep understanding of business concepts, theories, and best practices.

Case studies are used in healthcare to examine patient care, treatment options, and outcomes. Case studies can help healthcare professionals to develop critical thinking skills, diagnose complex medical conditions, and develop effective treatment plans.

Case studies are used in education to examine teaching and learning practices. Case studies can help educators to develop effective teaching strategies, evaluate student progress, and identify areas for improvement.

Social Sciences

Case studies are widely used in social sciences to examine human behavior, social phenomena, and cultural practices. Case studies can help researchers to develop theories, test hypotheses, and gain insights into complex social issues.

Law and Ethics

Case studies are used in law and ethics to examine legal and ethical dilemmas. Case studies can help lawyers, policymakers, and ethical professionals to develop critical thinking skills, analyze complex cases, and make informed decisions.

Purpose of Case Study

The purpose of a case study is to provide a detailed analysis of a specific phenomenon, issue, or problem in its real-life context. A case study is a qualitative research method that involves the in-depth exploration and analysis of a particular case, which can be an individual, group, organization, event, or community.

The primary purpose of a case study is to generate a comprehensive and nuanced understanding of the case, including its history, context, and dynamics. Case studies can help researchers to identify and examine the underlying factors, processes, and mechanisms that contribute to the case and its outcomes. This can help to develop a more accurate and detailed understanding of the case, which can inform future research, practice, or policy.

Case studies can also serve other purposes, including:

  • Illustrating a theory or concept: Case studies can be used to illustrate and explain theoretical concepts and frameworks, providing concrete examples of how they can be applied in real-life situations.
  • Developing hypotheses: Case studies can help to generate hypotheses about the causal relationships between different factors and outcomes, which can be tested through further research.
  • Providing insight into complex issues: Case studies can provide insights into complex and multifaceted issues, which may be difficult to understand through other research methods.
  • Informing practice or policy: Case studies can be used to inform practice or policy by identifying best practices, lessons learned, or areas for improvement.

Advantages of Case Study Research

There are several advantages of case study research, including:

  • In-depth exploration: Case study research allows for a detailed exploration and analysis of a specific phenomenon, issue, or problem in its real-life context. This can provide a comprehensive understanding of the case and its dynamics, which may not be possible through other research methods.
  • Rich data: Case study research can generate rich and detailed data, including qualitative data such as interviews, observations, and documents. This can provide a nuanced understanding of the case and its complexity.
  • Holistic perspective: Case study research allows for a holistic perspective of the case, taking into account the various factors, processes, and mechanisms that contribute to the case and its outcomes. This can help to develop a more accurate and comprehensive understanding of the case.
  • Theory development: Case study research can help to develop and refine theories and concepts by providing empirical evidence and concrete examples of how they can be applied in real-life situations.
  • Practical application: Case study research can inform practice or policy by identifying best practices, lessons learned, or areas for improvement.
  • Contextualization: Case study research takes into account the specific context in which the case is situated, which can help to understand how the case is influenced by the social, cultural, and historical factors of its environment.

Limitations of Case Study Research

There are several limitations of case study research, including:

  • Limited generalizability : Case studies are typically focused on a single case or a small number of cases, which limits the generalizability of the findings. The unique characteristics of the case may not be applicable to other contexts or populations, which may limit the external validity of the research.
  • Biased sampling: Case studies may rely on purposive or convenience sampling, which can introduce bias into the sample selection process. This may limit the representativeness of the sample and the generalizability of the findings.
  • Subjectivity: Case studies rely on the interpretation of the researcher, which can introduce subjectivity into the analysis. The researcher’s own biases, assumptions, and perspectives may influence the findings, which may limit the objectivity of the research.
  • Limited control: Case studies are typically conducted in naturalistic settings, which limits the control that the researcher has over the environment and the variables being studied. This may limit the ability to establish causal relationships between variables.
  • Time-consuming: Case studies can be time-consuming to conduct, as they typically involve a detailed exploration and analysis of a specific case. This may limit the feasibility of conducting multiple case studies or conducting case studies in a timely manner.
  • Resource-intensive: Case studies may require significant resources, including time, funding, and expertise. This may limit the ability of researchers to conduct case studies in resource-constrained settings.

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What is case study research?

Last updated

8 February 2023

Reviewed by

Cathy Heath

Suppose a company receives a spike in the number of customer complaints, or medical experts discover an outbreak of illness affecting children but are not quite sure of the reason. In both cases, carrying out a case study could be the best way to get answers.

Organization

Case studies can be carried out across different disciplines, including education, medicine, sociology, and business.

Most case studies employ qualitative methods, but quantitative methods can also be used. Researchers can then describe, compare, evaluate, and identify patterns or cause-and-effect relationships between the various variables under study. They can then use this knowledge to decide what action to take. 

Another thing to note is that case studies are generally singular in their focus. This means they narrow focus to a particular area, making them highly subjective. You cannot always generalize the results of a case study and apply them to a larger population. However, they are valuable tools to illustrate a principle or develop a thesis.

Analyze case study research

Dovetail streamlines case study research to help you uncover and share actionable insights

  • What are the different types of case study designs?

Researchers can choose from a variety of case study designs. The design they choose is dependent on what questions they need to answer, the context of the research environment, how much data they already have, and what resources are available.

Here are the common types of case study design:

Explanatory

An explanatory case study is an initial explanation of the how or why that is behind something. This design is commonly used when studying a real-life phenomenon or event. Once the organization understands the reasons behind a phenomenon, it can then make changes to enhance or eliminate the variables causing it. 

Here is an example: How is co-teaching implemented in elementary schools? The title for a case study of this subject could be “Case Study of the Implementation of Co-Teaching in Elementary Schools.”

Descriptive

An illustrative or descriptive case study helps researchers shed light on an unfamiliar object or subject after a period of time. The case study provides an in-depth review of the issue at hand and adds real-world examples in the area the researcher wants the audience to understand. 

The researcher makes no inferences or causal statements about the object or subject under review. This type of design is often used to understand cultural shifts.

Here is an example: How did people cope with the 2004 Indian Ocean Tsunami? This case study could be titled "A Case Study of the 2004 Indian Ocean Tsunami and its Effect on the Indonesian Population."

Exploratory

Exploratory research is also called a pilot case study. It is usually the first step within a larger research project, often relying on questionnaires and surveys . Researchers use exploratory research to help narrow down their focus, define parameters, draft a specific research question , and/or identify variables in a larger study. This research design usually covers a wider area than others, and focuses on the ‘what’ and ‘who’ of a topic.

Here is an example: How do nutrition and socialization in early childhood affect learning in children? The title of the exploratory study may be “Case Study of the Effects of Nutrition and Socialization on Learning in Early Childhood.”

An intrinsic case study is specifically designed to look at a unique and special phenomenon. At the start of the study, the researcher defines the phenomenon and the uniqueness that differentiates it from others. 

In this case, researchers do not attempt to generalize, compare, or challenge the existing assumptions. Instead, they explore the unique variables to enhance understanding. Here is an example: “Case Study of Volcanic Lightning.”

This design can also be identified as a cumulative case study. It uses information from past studies or observations of groups of people in certain settings as the foundation of the new study. Given that it takes multiple areas into account, it allows for greater generalization than a single case study. 

The researchers also get an in-depth look at a particular subject from different viewpoints.  Here is an example: “Case Study of how PTSD affected Vietnam and Gulf War Veterans Differently Due to Advances in Military Technology.”

Critical instance

A critical case study incorporates both explanatory and intrinsic study designs. It does not have predetermined purposes beyond an investigation of the said subject. It can be used for a deeper explanation of the cause-and-effect relationship. It can also be used to question a common assumption or myth. 

The findings can then be used further to generalize whether they would also apply in a different environment.  Here is an example: “What Effect Does Prolonged Use of Social Media Have on the Mind of American Youth?”

Instrumental

Instrumental research attempts to achieve goals beyond understanding the object at hand. Researchers explore a larger subject through different, separate studies and use the findings to understand its relationship to another subject. This type of design also provides insight into an issue or helps refine a theory. 

For example, you may want to determine if violent behavior in children predisposes them to crime later in life. The focus is on the relationship between children and violent behavior, and why certain children do become violent. Here is an example: “Violence Breeds Violence: Childhood Exposure and Participation in Adult Crime.”

Evaluation case study design is employed to research the effects of a program, policy, or intervention, and assess its effectiveness and impact on future decision-making. 

For example, you might want to see whether children learn times tables quicker through an educational game on their iPad versus a more teacher-led intervention. Here is an example: “An Investigation of the Impact of an iPad Multiplication Game for Primary School Children.” 

  • When do you use case studies?

Case studies are ideal when you want to gain a contextual, concrete, or in-depth understanding of a particular subject. It helps you understand the characteristics, implications, and meanings of the subject.

They are also an excellent choice for those writing a thesis or dissertation, as they help keep the project focused on a particular area when resources or time may be too limited to cover a wider one. You may have to conduct several case studies to explore different aspects of the subject in question and understand the problem.

  • What are the steps to follow when conducting a case study?

1. Select a case

Once you identify the problem at hand and come up with questions, identify the case you will focus on. The study can provide insights into the subject at hand, challenge existing assumptions, propose a course of action, and/or open up new areas for further research.

2. Create a theoretical framework

While you will be focusing on a specific detail, the case study design you choose should be linked to existing knowledge on the topic. This prevents it from becoming an isolated description and allows for enhancing the existing information. 

It may expand the current theory by bringing up new ideas or concepts, challenge established assumptions, or exemplify a theory by exploring how it answers the problem at hand. A theoretical framework starts with a literature review of the sources relevant to the topic in focus. This helps in identifying key concepts to guide analysis and interpretation.

3. Collect the data

Case studies are frequently supplemented with qualitative data such as observations, interviews, and a review of both primary and secondary sources such as official records, news articles, and photographs. There may also be quantitative data —this data assists in understanding the case thoroughly.

4. Analyze your case

The results of the research depend on the research design. Most case studies are structured with chapters or topic headings for easy explanation and presentation. Others may be written as narratives to allow researchers to explore various angles of the topic and analyze its meanings and implications.

In all areas, always give a detailed contextual understanding of the case and connect it to the existing theory and literature before discussing how it fits into your problem area.

  • What are some case study examples?

What are the best approaches for introducing our product into the Kenyan market?

How does the change in marketing strategy aid in increasing the sales volumes of product Y?

How can teachers enhance student participation in classrooms?

How does poverty affect literacy levels in children?

Case study topics

Case study of product marketing strategies in the Kenyan market

Case study of the effects of a marketing strategy change on product Y sales volumes

Case study of X school teachers that encourage active student participation in the classroom

Case study of the effects of poverty on literacy levels in children

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Writing a Case Study

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What is a case study?

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A Case study is: 

  • An in-depth research design that primarily uses a qualitative methodology but sometimes​​ includes quantitative methodology.
  • Used to examine an identifiable problem confirmed through research.
  • Used to investigate an individual, group of people, organization, or event.
  • Used to mostly answer "how" and "why" questions.

What are the different types of case studies?

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Note: These are the primary case studies. As you continue to research and learn

about case studies you will begin to find a robust list of different types. 

Who are your case study participants?

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What is triangulation ? 

Validity and credibility are an essential part of the case study. Therefore, the researcher should include triangulation to ensure trustworthiness while accurately reflecting what the researcher seeks to investigate.

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How to write a Case Study?

When developing a case study, there are different ways you could present the information, but remember to include the five parts for your case study.

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Research Methodologies: Research Instruments

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Types of Research Instruments

A research instrument is a tool you will use to help you collect, measure and analyze the data you use as part of your research.  The choice of research instrument will usually be yours to make as the researcher and will be whichever best suits your methodology. 

There are many different research instruments you can use in collecting data for your research:

  • Interviews  (either as a group or one-on-one). You can carry out interviews in many different ways. For example, your interview can be structured, semi-structured, or unstructured. The difference between them is how formal the set of questions is that is asked of the interviewee. In a group interview, you may choose to ask the interviewees to give you their opinions or perceptions on certain topics.
  • Surveys  (online or in-person). In survey research, you are posing questions in which you ask for a response from the person taking the survey. You may wish to have either free-answer questions such as essay style questions, or you may wish to use closed questions such as multiple choice. You may even wish to make the survey a mixture of both.
  • Focus Groups.  Similar to the group interview above, you may wish to ask a focus group to discuss a particular topic or opinion while you make a note of the answers given.
  • Observations.  This is a good research instrument to use if you are looking into human behaviors. Different ways of researching this include studying the spontaneous behavior of participants in their everyday life, or something more structured. A structured observation is research conducted at a set time and place where researchers observe behavior as planned and agreed upon with participants.

These are the most common ways of carrying out research, but it is really dependent on your needs as a researcher and what approach you think is best to take. It is also possible to combine a number of research instruments if this is necessary and appropriate in answering your research problem.

Data Collection

How to Collect Data for Your Research   This article covers different ways of collecting data in preparation for writing a thesis.

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Understanding and Evaluating Survey Research

A variety of methodologic approaches exist for individuals interested in conducting research. Selection of a research approach depends on a number of factors, including the purpose of the research, the type of research questions to be answered, and the availability of resources. The purpose of this article is to describe survey research as one approach to the conduct of research so that the reader can critically evaluate the appropriateness of the conclusions from studies employing survey research.

SURVEY RESEARCH

Survey research is defined as "the collection of information from a sample of individuals through their responses to questions" ( Check & Schutt, 2012, p. 160 ). This type of research allows for a variety of methods to recruit participants, collect data, and utilize various methods of instrumentation. Survey research can use quantitative research strategies (e.g., using questionnaires with numerically rated items), qualitative research strategies (e.g., using open-ended questions), or both strategies (i.e., mixed methods). As it is often used to describe and explore human behavior, surveys are therefore frequently used in social and psychological research ( Singleton & Straits, 2009 ).

Information has been obtained from individuals and groups through the use of survey research for decades. It can range from asking a few targeted questions of individuals on a street corner to obtain information related to behaviors and preferences, to a more rigorous study using multiple valid and reliable instruments. Common examples of less rigorous surveys include marketing or political surveys of consumer patterns and public opinion polls.

Survey research has historically included large population-based data collection. The primary purpose of this type of survey research was to obtain information describing characteristics of a large sample of individuals of interest relatively quickly. Large census surveys obtaining information reflecting demographic and personal characteristics and consumer feedback surveys are prime examples. These surveys were often provided through the mail and were intended to describe demographic characteristics of individuals or obtain opinions on which to base programs or products for a population or group.

More recently, survey research has developed into a rigorous approach to research, with scientifically tested strategies detailing who to include (representative sample), what and how to distribute (survey method), and when to initiate the survey and follow up with nonresponders (reducing nonresponse error), in order to ensure a high-quality research process and outcome. Currently, the term "survey" can reflect a range of research aims, sampling and recruitment strategies, data collection instruments, and methods of survey administration.

Given this range of options in the conduct of survey research, it is imperative for the consumer/reader of survey research to understand the potential for bias in survey research as well as the tested techniques for reducing bias, in order to draw appropriate conclusions about the information reported in this manner. Common types of error in research, along with the sources of error and strategies for reducing error as described throughout this article, are summarized in the Table .

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Sources of Error in Survey Research and Strategies to Reduce Error

The goal of sampling strategies in survey research is to obtain a sufficient sample that is representative of the population of interest. It is often not feasible to collect data from an entire population of interest (e.g., all individuals with lung cancer); therefore, a subset of the population or sample is used to estimate the population responses (e.g., individuals with lung cancer currently receiving treatment). A large random sample increases the likelihood that the responses from the sample will accurately reflect the entire population. In order to accurately draw conclusions about the population, the sample must include individuals with characteristics similar to the population.

It is therefore necessary to correctly identify the population of interest (e.g., individuals with lung cancer currently receiving treatment vs. all individuals with lung cancer). The sample will ideally include individuals who reflect the intended population in terms of all characteristics of the population (e.g., sex, socioeconomic characteristics, symptom experience) and contain a similar distribution of individuals with those characteristics. As discussed by Mady Stovall beginning on page 162, Fujimori et al. ( 2014 ), for example, were interested in the population of oncologists. The authors obtained a sample of oncologists from two hospitals in Japan. These participants may or may not have similar characteristics to all oncologists in Japan.

Participant recruitment strategies can affect the adequacy and representativeness of the sample obtained. Using diverse recruitment strategies can help improve the size of the sample and help ensure adequate coverage of the intended population. For example, if a survey researcher intends to obtain a sample of individuals with breast cancer representative of all individuals with breast cancer in the United States, the researcher would want to use recruitment strategies that would recruit both women and men, individuals from rural and urban settings, individuals receiving and not receiving active treatment, and so on. Because of the difficulty in obtaining samples representative of a large population, researchers may focus the population of interest to a subset of individuals (e.g., women with stage III or IV breast cancer). Large census surveys require extremely large samples to adequately represent the characteristics of the population because they are intended to represent the entire population.

DATA COLLECTION METHODS

Survey research may use a variety of data collection methods with the most common being questionnaires and interviews. Questionnaires may be self-administered or administered by a professional, may be administered individually or in a group, and typically include a series of items reflecting the research aims. Questionnaires may include demographic questions in addition to valid and reliable research instruments ( Costanzo, Stawski, Ryff, Coe, & Almeida, 2012 ; DuBenske et al., 2014 ; Ponto, Ellington, Mellon, & Beck, 2010 ). It is helpful to the reader when authors describe the contents of the survey questionnaire so that the reader can interpret and evaluate the potential for errors of validity (e.g., items or instruments that do not measure what they are intended to measure) and reliability (e.g., items or instruments that do not measure a construct consistently). Helpful examples of articles that describe the survey instruments exist in the literature ( Buerhaus et al., 2012 ).

Questionnaires may be in paper form and mailed to participants, delivered in an electronic format via email or an Internet-based program such as SurveyMonkey, or a combination of both, giving the participant the option to choose which method is preferred ( Ponto et al., 2010 ). Using a combination of methods of survey administration can help to ensure better sample coverage (i.e., all individuals in the population having a chance of inclusion in the sample) therefore reducing coverage error ( Dillman, Smyth, & Christian, 2014 ; Singleton & Straits, 2009 ). For example, if a researcher were to only use an Internet-delivered questionnaire, individuals without access to a computer would be excluded from participation. Self-administered mailed, group, or Internet-based questionnaires are relatively low cost and practical for a large sample ( Check & Schutt, 2012 ).

Dillman et al. ( 2014 ) have described and tested a tailored design method for survey research. Improving the visual appeal and graphics of surveys by using a font size appropriate for the respondents, ordering items logically without creating unintended response bias, and arranging items clearly on each page can increase the response rate to electronic questionnaires. Attending to these and other issues in electronic questionnaires can help reduce measurement error (i.e., lack of validity or reliability) and help ensure a better response rate.

Conducting interviews is another approach to data collection used in survey research. Interviews may be conducted by phone, computer, or in person and have the benefit of visually identifying the nonverbal response(s) of the interviewee and subsequently being able to clarify the intended question. An interviewer can use probing comments to obtain more information about a question or topic and can request clarification of an unclear response ( Singleton & Straits, 2009 ). Interviews can be costly and time intensive, and therefore are relatively impractical for large samples.

Some authors advocate for using mixed methods for survey research when no one method is adequate to address the planned research aims, to reduce the potential for measurement and non-response error, and to better tailor the study methods to the intended sample ( Dillman et al., 2014 ; Singleton & Straits, 2009 ). For example, a mixed methods survey research approach may begin with distributing a questionnaire and following up with telephone interviews to clarify unclear survey responses ( Singleton & Straits, 2009 ). Mixed methods might also be used when visual or auditory deficits preclude an individual from completing a questionnaire or participating in an interview.

FUJIMORI ET AL.: SURVEY RESEARCH

Fujimori et al. ( 2014 ) described the use of survey research in a study of the effect of communication skills training for oncologists on oncologist and patient outcomes (e.g., oncologist’s performance and confidence and patient’s distress, satisfaction, and trust). A sample of 30 oncologists from two hospitals was obtained and though the authors provided a power analysis concluding an adequate number of oncologist participants to detect differences between baseline and follow-up scores, the conclusions of the study may not be generalizable to a broader population of oncologists. Oncologists were randomized to either an intervention group (i.e., communication skills training) or a control group (i.e., no training).

Fujimori et al. ( 2014 ) chose a quantitative approach to collect data from oncologist and patient participants regarding the study outcome variables. Self-report numeric ratings were used to measure oncologist confidence and patient distress, satisfaction, and trust. Oncologist confidence was measured using two instruments each using 10-point Likert rating scales. The Hospital Anxiety and Depression Scale (HADS) was used to measure patient distress and has demonstrated validity and reliability in a number of populations including individuals with cancer ( Bjelland, Dahl, Haug, & Neckelmann, 2002 ). Patient satisfaction and trust were measured using 0 to 10 numeric rating scales. Numeric observer ratings were used to measure oncologist performance of communication skills based on a videotaped interaction with a standardized patient. Participants completed the same questionnaires at baseline and follow-up.

The authors clearly describe what data were collected from all participants. Providing additional information about the manner in which questionnaires were distributed (i.e., electronic, mail), the setting in which data were collected (e.g., home, clinic), and the design of the survey instruments (e.g., visual appeal, format, content, arrangement of items) would assist the reader in drawing conclusions about the potential for measurement and nonresponse error. The authors describe conducting a follow-up phone call or mail inquiry for nonresponders, using the Dillman et al. ( 2014 ) tailored design for survey research follow-up may have reduced nonresponse error.

CONCLUSIONS

Survey research is a useful and legitimate approach to research that has clear benefits in helping to describe and explore variables and constructs of interest. Survey research, like all research, has the potential for a variety of sources of error, but several strategies exist to reduce the potential for error. Advanced practitioners aware of the potential sources of error and strategies to improve survey research can better determine how and whether the conclusions from a survey research study apply to practice.

The author has no potential conflicts of interest to disclose.

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What is a Research Instrument?

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  • By DiscoverPhDs
  • October 9, 2020

What is a Research Instrument?

The term research instrument refers to any tool that you may use to collect or obtain data, measure data and analyse data that is relevant to the subject of your research.

Research instruments are often used in the fields of social sciences and health sciences. These tools can also be found within education that relates to patients, staff, teachers and students.

The format of a research instrument may consist of questionnaires, surveys, interviews, checklists or simple tests. The choice of which specific research instrument tool to use will be decided on the by the researcher. It will also be strongly related to the actual methods that will be used in the specific study.

What Makes a Good Research Instrument?

A good research instrument is one that has been validated and has proven reliability. It should be one that can collect data in a way that’s appropriate to the research question being asked.

The research instrument must be able to assist in answering the research aims , objectives and research questions, as well as prove or disprove the hypothesis of the study.

It should not have any bias in the way that data is collect and it should be clear as to how the research instrument should be used appropriately.

What are the Different Types of Interview Research Instruments?

The general format of an interview is where the interviewer asks the interviewee to answer a set of questions which are normally asked and answered verbally. There are several different types of interview research instruments that may exist.

  • A structural interview may be used in which there are a specific number of questions that are formally asked of the interviewee and their responses recorded using a systematic and standard methodology.
  • An unstructured interview on the other hand may still be based on the same general theme of questions but here the person asking the questions (the interviewer) may change the order the questions are asked in and the specific way in which they’re asked.
  • A focus interview is one in which the interviewer will adapt their line or content of questioning based on the responses from the interviewee.
  • A focus group interview is one in which a group of volunteers or interviewees are asked questions to understand their opinion or thoughts on a specific subject.
  • A non-directive interview is one in which there are no specific questions agreed upon but instead the format is open-ended and more reactionary in the discussion between interviewer and interviewee.

What are the Different Types of Observation Research Instruments?

An observation research instrument is one in which a researcher makes observations and records of the behaviour of individuals. There are several different types.

Structured observations occur when the study is performed at a predetermined location and time, in which the volunteers or study participants are observed used standardised methods.

Naturalistic observations are focused on volunteers or participants being in more natural environments in which their reactions and behaviour are also more natural or spontaneous.

A participant observation occurs when the person conducting the research actively becomes part of the group of volunteers or participants that he or she is researching.

Final Comments

The types of research instruments will depend on the format of the research study being performed: qualitative, quantitative or a mixed methodology. You may for example utilise questionnaires when a study is more qualitative or use a scoring scale in more quantitative studies.

Purpose of Research - What is Research

The purpose of research is to enhance society by advancing knowledge through developing scientific theories, concepts and ideas – find out more on what this involves.

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You’ve impressed the supervisor with your PhD application, now it’s time to ace your interview with these powerful body language tips.

research instrument in case study

This post gives you the best questions to ask at a PhD interview, to help you work out if your potential supervisor and lab is a good fit for you.

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Kamal is a second year PhD student University of Toronto in the department of Chemistry. His research is focused on making hydrogen gas more affordable and easier to generate from water to use as a clean energy source.

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Michele is a first-year PhD candidate in a double degree program between the University of Girona (Spain) & Technical University Munich (Germany). His research has the aim of innovating water treatment technologies.

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Databases for finding research instruments, find research instruments in instrument databases, find research instruments in literature databases.

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  • Research instruments are measurement tools, such as questionnaires, scales, and surveys, that researchers use to measure variables in research studies.  
  • In most cases, it is better to use a previously validated instrument rather than create one from scratch.
  • Always evaluate instruments for relevancy, validity, and reliability. 
  • Many older yet relevant, valid and reliable instruments are still popular today. It is time consuming and costly to validate instruments, so re-using instruments is common and helpful for connecting your study with an existing body of research.
  • Although you can conduct an internet search to find research instruments on publisher and organization websites, library databases are usually the best resources for identifying relevant, validated and reliable research instruments. 
  • Locating instruments takes time and requires you to follow multiple references until you reach the source. 
  • Databases provide information about instruments, but they do not provide access to the instruments themselves. 
  • In most cases, to access and use the actual instruments, you must contact the author or purchase the instrument from the publisher. 
  • In many cases, you will have to pay a fee to use the instrument.
  • Even if the full instrument is freely available, you should contact the owner for permission to use and for any instructions and training necessary to use the instrument properly. 
  • CINAHL Complete This link opens in a new window Most comprehensive database of full-text for nursing & allied health journals from 1937 to present. Includes access to scholarly journal articles, dissertations, magazines, pamphlets, evidence-based care sheets, books, and research instruments.
  • Health and Psychosocial Instruments (HAPI) This link opens in a new window Locate measurement instruments such as surveys, questionnaires, tests, surveys, coding schemes, checklists, rating scales, vignettes, etc. Scope includes medicine, nursing, public health , psychology, social work, communication, sociology, etc.
  • Mental Measurements Yearbook (MMY) This link opens in a new window Use MMY to find REVIEWS of testing instruments. Actual test instruments are NOT provided. Most reviews discuss validity and reliability of tool. To purchase or obtain the actual test materials, you will need to contact the test publisher(s).
  • PsycINFO This link opens in a new window Abstract and citation database of scholarly literature in psychological, social, behavioral, and health sciences. Includes journal articles, books, reports, theses, and dissertations from 1806 to present.
  • PsycTESTS This link opens in a new window PsycTESTS is a research database that provides access to psychological tests, measures, scales, surveys, and other assessments as well as descriptive information about the test and its development. Records also discuss reliability and validity of the tool. Some records include full-text of the test.

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  • Rehabilitation Measures Database RMD is a web-based, searchable database of assessment instruments designed to help clinicians and researchers select appropriate measures for screening, monitoring patient progress, and assessing outcomes in rehabilitation. more... less... This database allows clinicians and researchers to search for instruments using a word search or specific characteristics of an instrument, such as the area of assessment, diagnosis, length of test, and cost. The search function returns relevant results and provides the user with the ability to refine the search. The instruments listed in the database are described with specific details regarding their reliability, validity, mode of administration, cost, and equipment required. Additionally, information to support the user in interpreting the results, such as minimal detectable change scores, cut-offs, and normative values are included. A sample copy of the instrument is also provided when available.

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Science-Education-Research

Prof. Keith S. Taber's site

Instrumental case studies

A topic in research methodology

A case study is an enquiry into one specific instance among many . Sometimes the case is selected because it is the specific case we wish to know about. There is something special about that case that makes it worth investigating. Such cases are described as intrinsic cases. However, often a case is selected for study because it is considered to represent the wider class of possible cases. The case is an extrinsic case study , as we study it less for its own value, but for its value in telling us something about the wider class of such cases. This is potentially problematic, as case study recognises the idiosyncratic nature of cases and so a case study is not readily generalisable.

“The use of case study is to understand something else…instrumental to accomplishing something other than understanding this particular teacher [or…]” Stake, 1995: p.3
“Sometimes (instrumental) cases are chosen because they are considered reasonably typical of a class of instances, where the complexity of what is being studied suggests more can be learnt by detailed exploration of an instant than surveying a representative sample..” Taber, 2014

Sources cited:

  • Stake, R. E. (1995). The Art of Case Study Research . Thousand Oaks, California: Sage.
  • Taber, K. S. (2014). Methodological issues in science education research: a perspective from the philosophy of science. In M. R. Matthews (Ed.), International Handbook of Research in History, Philosophy and Science Teaching (Vol. 3, pp. 1839-1893). Dordrecht: Springer Netherlands.

research instrument in case study

My introduction to educational research:

Taber, K. S. (2013).  Classroom-based Research and Evidence-based Practice: An introduction (2nd ed.).  London: Sage.

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Women in AI: Anna Korhonen studies the intersection between linguistics and AI

research instrument in case study

To give AI-focused women academics and others their well-deserved — and overdue — time in the spotlight, TechCrunch has been publishing a series of interviews focused on remarkable women who’ve contributed to the AI revolution. We’re publishing these pieces throughout the year as the AI boom continues, highlighting key work that often goes unrecognized. Read more profiles here .

In the spotlight today: Anna Korhonen is a professor of natural language processing (NLP) at the University of Cambridge. She’s also a senior research fellow at Churchill College , a fellow at the Association for Computational Linguistics, and a fellow at the European Laboratory for Learning and Intelligent Systems.

Korhonen previously served as a fellow at the Alan Turing Institute and she has a PhD in computer science and master’s degrees in both computer science and linguistics. She researches NLP and how to develop, adapt and apply computational techniques to meet the needs of AI. She has a particular interest in responsible and “human-centric” NLP that — in her own words — “draws on the understanding of human cognitive, social and creative intelligence.”

Briefly, how did you get your start in AI? What attracted you to the field?

I was always fascinated by the beauty and complexity of human intelligence, particularly in relation to human language. However, my interest in STEM subjects and practical applications led me to study engineering and computer science. I chose to specialize in AI because it’s a field that allows me to combine all these interests.

What work are you most proud of in the AI field?

While the science of building intelligent machines is fascinating, and one can easily get lost in the world of language modeling, the ultimate reason we’re building AI is its practical potential. I’m most proud of the work where my fundamental research on natural language processing has led into the development of tools that can support social and global good. For example, tools that can help us better understand how diseases such as cancer or dementia develop and can be treated, or apps that can support education.

Much of my current research is driven by the mission to develop AI that can improve human lives for the better. AI has a huge positive potential for social and global good. A big part of my job as an educator is to encourage the next generation of AI scientists and leaders to focus on realizing that potential.

How do you navigate the challenges of the male-dominated tech industry and, by extension, the male-dominated AI industry?

I’m fortunate to be working in an area of AI where we do have a sizable female population and established support networks. I’ve found these immensely helpful in navigating career and personal challenges.

For me, the biggest problem is how the male-dominated industry sets the agenda for AI. The current arms race to develop ever-larger AI models at any cost is a great example. This has a huge impact on the priorities of both academia and industry, and wide-ranging socioeconomic and environmental implications. Do we need larger models, and what are their global costs and benefits? I feel we would’ve asked these questions a lot earlier in the game if we had better gender balance in the field.

What advice would you give to women seeking to enter the AI field?

AI desperately needs more women at all levels, but especially at the level of leadership. The current leadership culture isn’t necessarily attractive for women, but active involvement can change that culture — and ultimately the culture of AI. Women are infamously not always great at supporting each other. I would really like to see an attitude change in this respect: We need to actively network and help each other if we want to achieve better gender balance in this field.

What are some of the most pressing issues facing AI as it evolves?

AI has developed incredibly fast: It has evolved from an academic field to a global phenomenon in less than a single decade. During this time, most effort has gone toward scaling through massive data and computation. Little effort has been devoted to thinking how this technology should be developed so that it can best serve humanity. People have a good reason to worry about the safety and trustworthiness of AI and its impact on jobs, democracy, environment and other areas. We need to urgently put human needs and safety at the center of AI development.

What are some issues AI users should be aware of?

Current AI, even when seeming highly fluent, ultimately lacks the world knowledge of humans and the ability to understand the complex social contexts and norms we operate with. Even the best of today’s technology makes mistakes, and our ability to prevent or predict those mistakes is limited. AI can be a very useful tool for many tasks, but I would not trust it to educate my children or make important decisions for me. We humans should remain in charge.

What is the best way to responsibly build AI?

Developers of AI tend to think about ethics as an afterthought — after the technology has already been built. The best way to think about it is before any development begins. Questions such as, “Do I have a diverse enough team to develop a fair system?” or “Is my data really free to use and representative of all the users’ populations?” or “Are my techniques robust?” should really be asked at the outset.

Although we can address some of this problem via education, we can only enforce it via regulation. The recent development of national and global AI regulations is important and needs to continue to guarantee that future technologies will be safer and more trustworthy.

How can investors better push for responsible AI?

AI regulations are emerging and companies will ultimately need to comply. We can think of responsible AI as sustainable AI truly worth investing in.

Smithsonian Voices

From the Smithsonian Museums

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SMITHSONIAN TROPICAL RESEARCH INSTITUTE

Indigenous Marine Scientist Studies Fish Feeding Evolution in Panama

Through advanced isotopic analyses, Rodnyel Arosemena seeks to understand how fish in the Caribbean and the Pacific that had a common ancestor take advantage of the resources of their different environments today.

Leila Nilipour

2 A7S08978_Rodnyel Arosemena (1).jpg

Rodnyel Arosemena is of Dule (from Guna Yala) descent but grew up in the city. Unlike his parents, who grew up in the Guna Yala region, the Panamanian Caribbean Sea was not central to his childhood. His first memory of the beach is at the age of eight, but once he started college, his roots claimed him back: he is now a marine biologist. He is also one of the few people in the world trained in compound-specific stable isotope analysis of amino acids (CSIA-AA). 

Arosemena was chosen to train in CSIA-AA after a year working with various marine labs at the Smithsonian Tropical Research Institute (STRI). This led him to spend two months at the University of Hong Kong, where STRI postdoctoral researcher Jon Cybulski taught him how to analyze fish muscle samples with the cutting-edge technique for a project on sister fish species across the isthmus of Panama. 

The project led by STRI scientist Matthieu Leray aims to understand how the diet and resource utilization of fish sharing a common ancestor differs. These species, once connected but now geographically separated due to the formation of the isthmus, have adapted to distinct environmental conditions in the Caribbean and the Pacific. 

None

“Their dietary evolution can be evaluated by observing the animals’ eating habits, but the stable isotopes’ technique provides a more specific and detailed analyses,” Arosemena explains.  

Most elements, such as carbon and nitrogen, possess multiple stable isotopes with slight differences in atomic masses. These variations cause them to behave differently biologically from one another, leading to varying ratios within an animal's body. In other words, analyzing their ratios may unveil what an animal has been eating during most of its life, shedding light on its food sources and environmental influences. 

“Samples of fish muscles are used to examine the transfer of each amino acid during the feeding process, as well as how each organism takes advantage of nutrients and energy, providing a greater level of detail on resource use,” says Arosemena.  

It is expected that, due to the elevated nutrient levels in the Pacific, there will likely be a wider range of dietary choices for the fish there compared to the Caribbean region. 

None

“The sister species separated by the isthmus of Panama are a unique system to understand how feeding strategies evolve in marine organisms in response to different environmental conditions,” said Leray. “This research is not only very important for understanding the mechanisms of adaptation and speciation in marine organisms, but it will also provide insights into how marine fishes may be able to cope with climate change related impacts, such as changes in prey availability or shifts in habitat suitability.” 

For Arosemena, this and other experiences at the Smithsonian have allowed him to enrich the knowledge he had already acquired in college and have motivated him to continue advancing in his scientific career in marine biology. 

“I am considering applying for a master's degree and continuing to dedicate myself to research,” Arosemena said. “All my work so far at STRI has been related to concepts such as evolution, resilience and adaptation and I believe that fish, because of their great diversity, would be an excellent starting point for my career.” 

Headquartered in Panama, the Smithsonian Tropical Research Institute is a unit of the Smithsonian Institution in Washington, DC. The institute furthers the understanding of tropical biodiversity and its importance to human welfare, trains students to conduct research in the tropics and promotes conservation by increasing public awareness of the beauty and importance of tropical ecosystems.

Leila Nilipour

Leila Nilipour | READ MORE

Leila Nilipour is a bilingual storyteller based in Panama City. 

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Zambia visit shows SSW’s global impact

A UNC School of Social Work delegation saw how their research helped a nonprofit create jobs in rural areas.

Collage image of two women in Zambia. One is on her phone in a yellow cab speaking to people just outside the cab. One is crocheting a yellow and pink colored piece of clothing.

A small delegation from the UNC School of Social Work visited the growing rural town of Solwezi (population 90,000) in the North-Western Province of Zambia in March. They came to learn about the impact of local women’s savings and credit groups and their financial literacy training.

The trip was coordinated by Gina Chowa and Rain Masa from the school’s center for  Global Social Development Innovations in partnership with longtime collaborator Mathias Zimba, executive director of  Rising Fountains Development Program in Zambia.

“As partners, we work together to identify ideas and practices that will change lives for the better,” Masa said. “Researchers and graduate students at the school can help build the evidence needed to demonstrate to policymakers, officials and the business community what is needed to  improve the lives of rural Zambians .”

Improving lives in six countries

Woman in black and whtie striped shirt posing next to fabrics.

Masa is an associate professor who also serves as GSDI’s research director. He has worked collaboratively on both economic security and HIV treatment projects with Rising Fountains, a Zambian nonprofit dedicated to improving the livelihoods of women and children in rural areas.

Masa emphasized how community involvement localizes these economic programs and increases their chance of success and relevance.

“Economic security is the focal point of our work,” said Masa. “We provide funding and, maybe more importantly, we are available to Mathias and his team for ongoing capacity support as well.”

Paving career paths

During the visit to her native Zambia, Chowa was visibly moved at the end of a day spent at a teen center and a church. The delegation heard from over a dozen enthusiastic groups of about 20 women each and the men who had joined in support of them.

“These people. This is why I do the work I do,” Chowa said.

Man in baseball cap standing next to man in flannel.

Following the presentations, the delegation went to see the small business owners in action. These included a man who bought spare parts for just one bicycle and now runs a repair shop with several assistants, craftswomen who purchased a sewing machine and yarn to create and sell clothing, and a woman who uses a mobile phone and SIM cards to help townspeople make financial transactions.

“This is not about politics,” said one Solwezi community leader. “I stand in the middle in support of our people helping better their lives and those of their families.”

At the end of the visit, local residents piled baskets full of sweet melons, gourds and pineapples at the front of a small church as parting gifts.

“The bounty and generosity of spirit of the nearly 150 people of Solwezi whom we visited with earlier this month made a lasting impression,” said Alice Washington, a longtime member of the school’s advisory board.

Read more about the Zambia trip and support the UNC School of Social Work’s global partnerships by making a gift to the  Global Social Development Innovations Fund .

See climate’s impact on algae to zoos in Carolina Digital Repository’s curation of open access articles.

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Robert Hawkins named new SSW vice dean

An associate dean at NC State, he will take on his role at the UNC School of Social Work on July 1.

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A message from the interim chancellor: Celebrating our students

In a campus email, Lee H. Roberts wrote it's a privilege to interact with students and inspiring to learn about the diverse range of interests they're working on.

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Career Treks event highlights public professions

School of Education students networked in Raleigh with representatives from 11 state agencies.

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Global studies scholar aspires to diplomacy

After earning a master’s degree, Kat Goodpaster became assistant director of Carolina’s Russian Flagship Program.

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Public Service Awards go to 7 people, 2 groups

The Carolina Center for Public Service honored work on health disparities, refugee aid and more.

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CHASE Solar Hub pioneers liquid fuel conversion

At the center's Chapel Hill headquarters, more than 100 researchers work to turn sunlight into methanol.

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Trash Force picks up after campus

What started as an extra credit opportunity grew into a club who has fun keeping Carolina clean.

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Louisiana’s flagship university lets oil firms influence research – for a price

Louisiana State University allowed Shell to influence studies after a $25m donation and sought funds from other fossil fuel firms

  • This story is co-published with the Lens, a non-profit newsroom in New Orleans

For $5m, Louisiana’s flagship university will let an oil company weigh in on faculty research activities. Or, for $100,000, a corporation can participate in a research study, with “robust” reviewing powers and access to all resulting intellectual property.

Those are the conditions outlined in a boilerplate document that Louisiana State University’s fundraising arm circulated to oil majors and chemical companies affiliated with the Louisiana Chemical Association, an industry lobbying group, according to emails disclosed in response to a public records request by the Lens .

Records show that after Shell donated $25m in 2022 to LSU to create the Institute for Energy Innovation, the university gave the fossil fuel corporation license to influence research and coursework for the university’s new concentration in carbon capture, use and storage.

Afterward, LSU’s fundraising entity, the LSU Foundation, used this partnership as a model to shop around to members of the Louisiana Chemical Association, such as ExxonMobil , Air Products and CF Industries, which have proposed carbon capture projects in Louisiana.

For $2m, Exxon became the institute’s first “strategic partner-level donor”, a position that came with robust review of academic study output and with the ability to focus research activities. Another eight companies have discussed similar deals with LSU, according to a partnership update that LSU sent to Shell last summer.

Some students, academics and experts said such relationships raise questions about academic freedom and public trust.

The ExxonMobil oil refinery in Baton Rouge, Louisiana.

Asked to comment, the Institute for Energy Innovation’s director, Brad Ives, defended the partnerships, as did the oil majors. Two more companies have since entered into partnerships with the Institute for Energy Innovation, said Ives. But Shell is the only company to have donated at the level that gave the company a seat on the advisory board that chooses the institute’s research. The head of the Louisiana Chemical Association and the Louisiana Mid-Continent Oil and Gas Association also sit on the advisory board, which can vote to stop a research project from moving forward.

Ives said being able to work with oil and gas companies is “really a key to advancing energy innovation”.

A spokesperson for Shell said: “We’re proud to partner with LSU to contribute to the growing compendium of peer-reviewed climate science and advance the effort to identify multiple pathways that can lead to more energy with fewer emissions.”

An ExxonMobil spokesperson said: “Our collaboration with LSU and the Institute for Energy Innovation includes an allocation for research in carbon capture utilization and storage, as well as advanced recycling studies.”

LSU has long had a close-relationship with oil majors, the names of which hang from buildings and equipment at the university. Nearly 40% of LSU funding comes from the state, which received a good chunk of its revenue from oil and gas activities until the 1980s. In recent years, oil and gas revenue has made up less than 10% of the state budget.

But the new, highly visible partnership with Shell took the closeness a step further, promising corporations voting power over the Institute for Energy Innovation’s research activities in return for their investment.

“I have a hard time seeing a faculty member engaged in legitimate research being eager for an oil company or representative of a chemical company to vote on his or her research agenda,” said Robert Mann, political commentator and former LSU journalism professor . “That is an egregious violation of academic freedom.

“You don’t expect to see it written down like that,” Mann said, after the Lens asked him to review the boilerplate document that outlines what companies can expect in return for their donations to LSU’s Institute for Energy Innovation. It is not appropriate, Mann said, for faculty research to be driven by the decisions of the dean of a university, let alone an outside industry representative. “If you’re a faculty member in that unit you should know that the university is fine with auctioning off your academic freedom,” he said. “That’s what they’re doing.”

Ives of LSU said its Institute for Energy Innovation is no different to similar institutes across the US, including the Texas Bureau of Economic Geology, which performs research supported by corporate donors. “I think researchers saying that somehow having corporate funding for research damages the integrity of that research is a little far-fetched,” Ives said.

Research performed at the institute is subject to the faculty’s individual ethics training and subject to peer-review, he said. “A donor that provided money that goes to the institute isn’t going to be able to influence the outcome of that research in any way.”

Asked about the relationship with the institute and industry, Karsten Thompson, the interim dean of the College of Engineering at LSU said: “To me, it’s not a conflict at all. It’s a partnership because they’re the ones that are going to make the largest initial impacts on reducing CO 2 emissions.”

Some observers, noting that fossil fuel companies have previously shown a vested interest in obscuring scientific conclusions, question the reliability of academic studies sponsored by fossil fuel companies. Exxon, for example, denied the risk of human-caused climate change for decades , noted Jane Patton, an LSU alumna and the US fossil economy campaign manager for the Center for International Environmental Law.

After the Lens asked her to review LSU communication on the matter, Patton said she suspected that fossil fuel companies have had a say in what does and doesn’t get studied in relation to risky endeavors, such as carbon capture, which involves chemically stripping carbon dioxide from industrial emissions and piping it underground. For her, the LSU documents basically proved her fear. “This is the first time I’ve seen actual evidence of it,” Patton said. “This is a gross misuse of the public trust.”

To Patton, the perceived blurring of academic objectivity could not come at a worse time in Louisiana, as the climate crisis makes the state less habitable and housing more expensive . “It’s just disheartening,” she said, “to find that the state’s flagship institution is allowing industry to determine the research agenda. No wonder it’s so hard to find peer-reviewed research about how bad this is.”

The Shell oil refinery in Norco, Louisiana.

Records show that Shell helped to tailor what LSU students would learn in the six courses offered under the institute’s carbon capture, use and storage (CCUS) concentration that debuted a couple years ago. The LSU alumnus Lee Stockwell, Shell’s general manager of CCUS, sat on the search committee for the Energy Institute executive director, served on the petroleum engineering advisory board, and was very involved in shaping the carbon capture curriculum.

Stockwell directed questions about Shell’s partnership with the university to LSU.

Stockwell was not the only oil representative to help design the curriculum. BP, Chevron, ConocoPhillips and ExxonMobil also had representatives on the ad hoc advisory committee that designed carbon capture coursework within the petroleum engineering department, according to a July 2022 email from Thompson . At least one cohort of students took two elective courses at LSU designed by the oil majors and another 10 students were expected to take the full concentration beginning in 2022.

LSU is not alone in this practice, Thompson said. At most engineering departments in the country, an active Industrial Advisory Committee (IAC) weighs in on curricula, so that degrees evolve as technology changes, helping students land internships and jobs.

LSU faculty has not been similarly engaged with renewable energy companies, because oil and gas companies have the resources to tackle the climate crisis now – and are not reliant on future technology, Thompson said. “Renewable energy is much more abstract,” he said. “So, I think that’s the difference. It’s not that we don’t care as much.”

Fossil fuel companies have been finding their way into classrooms for decades, in part to help the industry retain a positive public image in the face of a heating planet.

Some students do not approve of the university’s partnerships with fossil fuel companies, or any financial ties with them.

For a decade now, students across the nation have filed complaints and demanded divestment from fossil fuels and hundreds of institutions have agreed. Locally, the LSU Climate Pelicans, an interdisciplinary group of students, have called for the university to divest endowment funds from the fossil fuel industry.

Inspired by the Climate Pelicans’ work toward divestment, the LSU graduate student Alicia Cerquone, who sits on the LSU’s student senate, sponsored a divestment resolution. The measure passed in a 37-2 vote last year, according to LSU’s student newspaper . Though investment in fossil fuels amounts to only 2 to 3% of the endowment, it’s an important philosophical step, Cerquone said.

Cerquone is also troubled by the influence that industry has on the Institute for Energy Innovation and fears other corporations could control other departments’ curriculums. “These entities are going to have a say in what we pay to learn here,” she said.

The fossil fuel industry has made forays into academia beyond Louisiana. ExxonMobil and Shell have both helped fund a similar Energy Initiative at Massachusetts Institute of Technology (MIT), where the highest-level donors can have an office on MIT’s campus, according to Inside Climate News . In 2021, Exxon funded and co-wrote a research paper with MIT researchers with conclusions that supported the argument for federal subsidies for carbon capture and use.

This story is co published with the Lens , a non-profit newsroom in New Orleans and part of its Captured Audience series, which is supported by a grant from the Fund for Investigative Journalism

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Expert Voices

Saturn's ocean moon Enceladus is able to support life − my research team is working out how to detect extraterrestrial cells there

As a planetary scientist and astrobiologist who studies ice grains from Enceladus, I'm interested in whether there is life on this or other icy moons. I also want to understand how scientists like me could detect it.

a small probe shaped like a lollipop flies above an icy moon spewing plumes of vapor into space

This article was originally published at  The Conversation.  The publication contributed the article to Space.com's  Expert Voices: Op-Ed & Insights .

Fabian Klenner is a planetary scientist and astrobiologist at the University of Washington (UW). His research focus lies on the exploration of icy moons in the solar system, in particular Saturn's moon Enceladus and Jupiter's moon Europa.

Saturn has 146 confirmed moons – more than any other planet in the solar system – but one called Enceladus stands out. It appears to have the ingredients for life.

From 2004 to 2017, Cassini – a joint mission between NASA , the European Space Agency and the Italian Space Agency – investigated Saturn, its rings and moons. Cassini delivered spectacular findings . Enceladus, only 313 miles (504 kilometers) in diameter, harbors a liquid water ocean beneath its icy crust that spans the entire moon.

Geysers at the moon's south pole shoot gas and ice grains formed from the ocean water into space . 

Related: Life on Enceladus? Europe eyes astrobiology mission to Saturn ocean moon

Though the Cassini engineers didn’t anticipate analyzing ice grains that Enceladus was actively emitting, they did pack a dust analyzer on the spacecraft. This instrument measured the emitted ice grains individually and told researchers about the composition of the subsurface ocean.

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As a planetary scientist and astrobiologist who studies ice grains from Enceladus, I’m interested in whether there is life on this or other icy moons. I also want to understand how scientists like me could detect it. 

Ingredients for life 

Just like Earth ’s oceans, Enceladus’ ocean contains salt , most of which is sodium chloride , commonly known as table salt. The ocean also contains various carbon-based compounds, and it has a process called tidal heating that generates energy within the moon . Liquid water, carbon-based chemistry and energy are all key ingredients for life.

In 2023, I and others scientists found phosphate, another life-supporting compound , in ice grains originating from Enceladus’ ocean. Phosphate, a form of phosphorus, is vital for all life on Earth. It is part of DNA, cell membranes and bones. This was the first time that scientists detected this compound in an extraterrestrial water ocean.

Enceladus’ rocky core likely interacts with the water ocean through hydrothermal vents . These hot, geyserlike structures protrude from the ocean floor. Scientists predict that a similar setting may have been the birthplace of life on Earth .

a cut-away diagram of an icy moon.

Detecting potential life

As of now, nobody has ever detected life beyond Earth. But scientists agree that Enceladus is a very promising place to look for life. So, how do we go about looking?

In a paper published in March 2024, my colleagues and I conducted a laboratory test that simulated whether dust analyzer instruments on spacecraft could detect and identify traces of life in the emitted ice grains.

To simulate the detection of ice grains as dust analyzers in space record them, we used a laboratory setup on Earth. Using this setup, we injected a tiny water beam that contained bacterial cells into a vacuum, where the beam disintegrated into droplets. Each droplet contained, in theory, one bacterial cell.

Then, we shot a laser at the individual droplets, which created charged ions from the water and the cell compounds. We measured the charged ions using a technique called mass spectrometry . These measurements helped us predict what dust analyzer instruments on a spacecraft should find if they encountered a bacterial cell contained in an ice grain.

We found these instruments would do a good job identifying cellular material. Instruments designed to analyze single ice grains should be able to identify bacterial cells, even if there is only 0.01% of the constituents of a single cell in an ice grain from an Enceladus-like geyser.

The analyzers could pick up a number of potential signatures from cellular material, including amino acids and fatty acids. Detected amino acids represent either fragments of the cell's proteins or metabolites, which are small molecules participating in chemical reactions within the cell. Fatty acids are fragments of lipids that make up the cell's membranes.

In our experiments, we used a bacteria named Sphingopyxis alaskensis . Cells of this culture are extremely tiny – the same size as cells that might be able to fit into ice grains emitted from Enceladus. In addition to their small size, these cells like cold environments, and they need only a few nutrients to survive and grow, similar to how life adapted to the conditions in Enceladus' ocean would probably be.

The specific dust analyzer on Cassini didn’t have the analytical capabilities to identify cellular material in the ice grains. However, scientists are already designing instruments with much greater capabilities for potential future Enceladus missions. Our experimental results will inform the planning and design of these instruments.

Future missions 

Enceladus is one of the main targets for future missions from NASA and the European Space Agency. In 2022, NASA announced that a mission to Enceladus had the second-highest priority as they picked their next big missions – a Uranus mission had the highest priority.

The European agency recently announced that Enceladus is the top target for its next big mission. This mission would likely include a highly capable dust analyzer for ice grain analysis.

Enceladus isn’t the only moon with a liquid water ocean. Jupiter’s moon Europa also has an ocean that spans the entire moon underneath its icy crust. Ice grains on Europa float up above the surface, and some scientists think Europa may even have geysers like Enceladus that shoot grains into space . Our research will also help study ice grains from Europa.

NASA’s Europa Clipper mission will visit Europa in the coming years. Clipper is scheduled to launch in October 2024 and arrive at Jupiter in April 2030. One of the two mass spectrometers on the spacecraft, the SUrface Dust Analyzer , is designed for single ice grain analysis. 

a golden copper colored mechanical device with a circular door, swung open to reveal a metal mesh covering.

Our study demonstrates that this instrument will be able to find even tiny fractions of a bacterial cell, if present in only a few emitted ice grains.

With these space agencies' near-future plans and the results of our study, the prospects of upcoming space missions visiting Enceladus or Europa are incredibly exciting. We now know that with current and future instrumentation, scientists should be able to find out whether there is life on any of these moons.

Read the original article at The Conversation.

Join our Space Forums to keep talking space on the latest missions, night sky and more! And if you have a news tip, correction or comment, let us know at: [email protected].

Fabian Klenner

Fabian Klenner is a planetary scientist and astrobiologist at the University of Washington (UW). His research focus lies on the exploration of icy moons in the Solar System, in particular Saturn's moon Enceladus and Jupiter's moon Europa. He is interested in geochemical processes happening on these moons as well as the detection of potential life beyond Earth.

Fabian is an affiliate of NASA's Europa Clipper mission and involved in the planning and design of a potential future Enceladus mission. He is Co-Investigator of BioSigN, an ESA-led experiment to be performed on the International Space Station. Fabian's work is also relevant to the past Cassini mission and he is involved in ESA's CALICO, a potential mission to dwarf planet Ceres. He is member of various learned societies, including his co-leadership of the Ocean Worlds and Icy Moons working group of the German Astrobiology Society.

Before accepting his current position at UW in 2023, he was a Postdoctoral researcher at Freie Universität Berlin, the same university from where he received his Ph.D. in 2021. He studied Earth Sciences at Heidelberg University (M.Sc. and B.Sc.).

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research instrument in case study

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  2. Appendix C: Example Interview Instrument(REVV)

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  3. 15 Research Methodology Examples (2023)

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  4. Case Study

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  6. CHAPTER 3 RESEARCH METHODOLOGY Components of a research

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COMMENTS

  1. Case Study

    Defnition: A case study is a research method that involves an in-depth examination and analysis of a particular phenomenon or case, such as an individual, organization, community, event, or situation. It is a qualitative research approach that aims to provide a detailed and comprehensive understanding of the case being studied.

  2. PDF Research Instrument Examples

    Choosing a Research Instrument 1. Select a topic 2. Formulate a thesis statement 3. Choose the types of analyses 4. Research and write a literature review 5. Formulate the research questions 6. Conceptualize a topic, refine thesis 7. Choose research method and research instrument 8. Operationalize concepts construct instruments 9.

  3. Case Study Methodology of Qualitative Research: Key Attributes and

    A case study is one of the most commonly used methodologies of social research. This article attempts to look into the various dimensions of a case study research strategy, the different epistemological strands which determine the particular case study type and approach adopted in the field, discusses the factors which can enhance the effectiveness of a case study research, and the debate ...

  4. (PDF) QUALITATIVE DATA COLLECTION INSTRUMENTS: THE MOST ...

    University of Cape Coast. [email protected], 0246502881. Abstract. Deciding on the appropriate data collection instrument to use in capturing the needed. data to address a research problem as ...

  5. PDF Selecting and Describing Your Research Instruments

    Advisor Consultation Checklist Use the checklist below to ensure that you consulted with your advisor during the key steps in the process of selecting and describing your research instruments. 1. _____ Read this checklist. 2. _____ Made an appointment for our first meeting to discuss the instrument selection. 3.

  6. What Is a Case Study?

    Revised on November 20, 2023. A case study is a detailed study of a specific subject, such as a person, group, place, event, organization, or phenomenon. Case studies are commonly used in social, educational, clinical, and business research. A case study research design usually involves qualitative methods, but quantitative methods are ...

  7. Case Study Method: A Step-by-Step Guide for Business Researchers

    Although case studies have been discussed extensively in the literature, little has been written about the specific steps one may use to conduct case study research effectively (Gagnon, 2010; Hancock & Algozzine, 2016).Baskarada (2014) also emphasized the need to have a succinct guideline that can be practically followed as it is actually tough to execute a case study well in practice.

  8. How to Use Case Studies in Research: Guide and Examples

    1. Select a case. Once you identify the problem at hand and come up with questions, identify the case you will focus on. The study can provide insights into the subject at hand, challenge existing assumptions, propose a course of action, and/or open up new areas for further research. 2.

  9. LibGuides: Research Writing and Analysis: Case Study

    A Case study is: An in-depth research design that primarily uses a qualitative methodology but sometimes includes quantitative methodology. Used to examine an identifiable problem confirmed through research. Used to investigate an individual, group of people, organization, or event. Used to mostly answer "how" and "why" questions.

  10. LibGuides: Research Methodologies: Research Instruments

    A research instrument is a tool you will use to help you collect, measure and analyze the data you use as part of your research. The choice of research instrument will usually be yours to make as the researcher and will be whichever best suits your methodology. There are many different research instruments you can use in collecting data for your research:

  11. (Pdf) a Case Study Approach in Research

    A case study can use a questionnaire as a research instrument. Even though this instrument is widely used but it has the limitation that its structured nature may complete the respondents to give ...

  12. What Is a Research Design

    The research design is a strategy for answering your research questions. It determines how you will collect and analyze your data. ... Case study: Detailed study of a specific subject (e.g., a place, event, organization, etc). ... Using scientific instruments to collect data on things like weight, blood pressure, or chemical composition ...

  13. Field work I: selecting the instrument for data collection

    Whenever the chosen instrument has been created in a research context significantly distinct from that of your investigation, search the literature for studies of cross-cultural adaptation that aimed to produce an equivalent version of the instrument for the language and cultural specificities of your research context. 11 Thus, as argued by ...

  14. What is a research instrument?

    Answer: A research instrument is a tool used to obtain, measure, and analyze data from subjects around the research topic. You need to decide the instrument to use based on the type of study you are conducting: quantitative, qualitative, or mixed-method. For instance, for a quantitative study, you may decide to use a questionnaire, and for a ...

  15. The Theater of Qualitative Research: The Role of the Researcher/Actor

    In research, these latent discoveries can influence the person doing the research and show again the influence between the scenes of interviewing and the processing as a researcher. We asked the question how theatrical metaphor and practice could deepen the understanding of the researcher as the instrument.

  16. Understanding and Evaluating Survey Research

    Survey research is defined as "the collection of information from a sample of individuals through their responses to questions" ( Check & Schutt, 2012, p. 160 ). This type of research allows for a variety of methods to recruit participants, collect data, and utilize various methods of instrumentation. Survey research can use quantitative ...

  17. What is a Research Instrument?

    The term research instrument refers to any tool that you may use to collect or obtain data, measure data and analyse data that is relevant to the subject of your research. Research instruments are often used in the fields of social sciences and health sciences. These tools can also be found within education that relates to patients, staff ...

  18. Nursing: Finding Research Instruments

    A research instrument is a survey, questionnaire, test, scale, rating, or tool designed to measure the variable (s), characteristic (s), or information of interest, often a behavioral or psychological characteristic. Research instruments can be helpful tools to your research study. "Careful planning for data collection can help with setting ...

  19. Types of Interviews in Research

    There are several types of interviews, often differentiated by their level of structure. Structured interviews have predetermined questions asked in a predetermined order. Unstructured interviews are more free-flowing. Semi-structured interviews fall in between. Interviews are commonly used in market research, social science, and ethnographic ...

  20. Research Instruments

    Research instruments are measurement tools, such as questionnaires, scales, and surveys, that researchers use to measure variables in research studies. In most cases, it is better to use a previously validated instrument rather than create one from scratch. Always evaluate instruments for relevancy, validity, and reliability.

  21. Instrumental case studies

    Instrumental case studies. A topic in research methodology. A case study is an enquiry into one specific instance among many. Sometimes the case is selected because it is the specific case we wish to know about. There is something special about that case that makes it worth investigating. Such cases are described as intrinsic cases.

  22. How to develop a research instrument?

    When developing a research instrument, considerations should include making sure the instrument itself isn't affecting the results. For instance, the questions in surveys (questionnaires or interviews) shouldn't condition participants or encourage them to answer in a certain way, as this would introduce bias. The response rate and ...

  23. Research Instruments: a Questionnaire and An Interview Guide Used to

    Based on previous studies and related literature, the researcher concluded that a questionnaire and an interview guide were appropriate instruments for the aforementioned study. Article ...

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    At least four-in-ten U.S. adults (41%) have experienced high levels of psychological distress at some point during the pandemic, according to four Pew Research Center surveys conducted between March 2020 and September 2022. Young adults are especially likely to have faced high levels of psychological distress since the COVID-19 outbreak began: 58% of Americans ages 18 to 29 fall into this ...

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  29. Louisiana's flagship university lets oil firms influence research

    Louisiana State University allowed Shell to influence studies after a $25m donation and sought funds from other fossil fuel firms For $5m, Louisiana's flagship university will let an oil company ...

  30. Saturn's ocean moon Enceladus is able to support life − my research

    Instruments designed to analyze single ice grains should be able to identify bacterial cells, even if there is only 0.01% of the constituents of a single cell in an ice grain from an Enceladus ...