research problem example for teachers

45 Research Problem Examples & Inspiration

A research problem is an issue of concern that is the catalyst for your research. It demonstrates why the research problem needs to take place in the first place.

Generally, you will write your research problem as a clear, concise, and focused statement that identifies an issue or gap in current knowledge that requires investigation.

The problem will likely also guide the direction and purpose of a study. Depending on the problem, you will identify a suitable methodology that will help address the problem and bring solutions to light.

Research Problem Examples

In the following examples, I’ll present some problems worth addressing, and some suggested theoretical frameworks and research methodologies that might fit with the study. Note, however, that these aren’t the only ways to approach the problems. Keep an open mind and consult with your dissertation supervisor!

Psychology Problems

1. Social Media and Self-Esteem: “How does prolonged exposure to social media platforms influence the self-esteem of adolescents?”

• Theoretical Framework : Social Comparison Theory
• Methodology : Longitudinal study tracking adolescents’ social media usage and self-esteem measures over time, combined with qualitative interviews.

2. Sleep and Cognitive Performance: “How does sleep quality and duration impact cognitive performance in adults?”

• Theoretical Framework : Cognitive Psychology
• Methodology : Experimental design with controlled sleep conditions, followed by cognitive tests. Participant sleep patterns can also be monitored using actigraphy.

3. Childhood Trauma and Adult Relationships: “How does unresolved childhood trauma influence attachment styles and relationship dynamics in adulthood?

• Theoretical Framework : Attachment Theory
• Methodology : Mixed methods, combining quantitative measures of attachment styles with qualitative in-depth interviews exploring past trauma and current relationship dynamics.

4. Mindfulness and Stress Reduction: “How effective is mindfulness meditation in reducing perceived stress and physiological markers of stress in working professionals?”

• Theoretical Framework : Humanist Psychology
• Methodology : Randomized controlled trial comparing a group practicing mindfulness meditation to a control group, measuring both self-reported stress and physiological markers (e.g., cortisol levels).

5. Implicit Bias and Decision Making: “To what extent do implicit biases influence decision-making processes in hiring practices?

• Theoretical Framework : Cognitive Dissonance Theory
• Methodology : Experimental design using Implicit Association Tests (IAT) to measure implicit biases, followed by simulated hiring tasks to observe decision-making behaviors.

6. Emotional Regulation and Academic Performance: “How does the ability to regulate emotions impact academic performance in college students?”

• Theoretical Framework : Cognitive Theory of Emotion
• Methodology : Quantitative surveys measuring emotional regulation strategies, combined with academic performance metrics (e.g., GPA).

7. Nature Exposure and Mental Well-being: “Does regular exposure to natural environments improve mental well-being and reduce symptoms of anxiety and depression?”

• Theoretical Framework : Biophilia Hypothesis
• Methodology : Longitudinal study comparing mental health measures of individuals with regular nature exposure to those without, possibly using ecological momentary assessment for real-time data collection.

8. Video Games and Cognitive Skills: “How do action video games influence cognitive skills such as attention, spatial reasoning, and problem-solving?”

• Theoretical Framework : Cognitive Load Theory
• Methodology : Experimental design with pre- and post-tests, comparing cognitive skills of participants before and after a period of action video game play.

9. Parenting Styles and Child Resilience: “How do different parenting styles influence the development of resilience in children facing adversities?”

• Theoretical Framework : Baumrind’s Parenting Styles Inventory
• Methodology : Mixed methods, combining quantitative measures of resilience and parenting styles with qualitative interviews exploring children’s experiences and perceptions.

10. Memory and Aging: “How does the aging process impact episodic memory , and what strategies can mitigate age-related memory decline?

• Theoretical Framework : Information Processing Theory
• Methodology : Cross-sectional study comparing episodic memory performance across different age groups, combined with interventions like memory training or mnemonic strategies to assess potential improvements.

Education Problems

11. Equity and Access : “How do socioeconomic factors influence students’ access to quality education, and what interventions can bridge the gap?

• Theoretical Framework : Critical Pedagogy
• Methodology : Mixed methods, combining quantitative data on student outcomes with qualitative interviews and focus groups with students, parents, and educators.

12. Digital Divide : How does the lack of access to technology and the internet affect remote learning outcomes, and how can this divide be addressed?

• Theoretical Framework : Social Construction of Technology Theory
• Methodology : Survey research to gather data on access to technology, followed by case studies in selected areas.

13. Teacher Efficacy : “What factors contribute to teacher self-efficacy, and how does it impact student achievement?”

• Theoretical Framework : Bandura’s Self-Efficacy Theory
• Methodology : Quantitative surveys to measure teacher self-efficacy, combined with qualitative interviews to explore factors affecting it.

14. Curriculum Relevance : “How can curricula be made more relevant to diverse student populations, incorporating cultural and local contexts?”

• Theoretical Framework : Sociocultural Theory
• Methodology : Content analysis of curricula, combined with focus groups with students and teachers.

15. Special Education : “What are the most effective instructional strategies for students with specific learning disabilities?

• Theoretical Framework : Social Learning Theory
• Methodology : Experimental design comparing different instructional strategies, with pre- and post-tests to measure student achievement.

16. Dropout Rates : “What factors contribute to high school dropout rates, and what interventions can help retain students?”

• Methodology : Longitudinal study tracking students over time, combined with interviews with dropouts.

17. Bilingual Education : “How does bilingual education impact cognitive development and academic achievement?

• Methodology : Comparative study of students in bilingual vs. monolingual programs, using standardized tests and qualitative interviews.

18. Classroom Management: “What reward strategies are most effective in managing diverse classrooms and promoting a positive learning environment?

• Theoretical Framework : Behaviorism (e.g., Skinner’s Operant Conditioning)
• Methodology : Observational research in classrooms , combined with teacher interviews.

19. Standardized Testing : “How do standardized tests affect student motivation, learning, and curriculum design?”

• Theoretical Framework : Critical Theory
• Methodology : Quantitative analysis of test scores and student outcomes, combined with qualitative interviews with educators and students.

20. STEM Education : “What methods can be employed to increase interest and proficiency in STEM (Science, Technology, Engineering, and Mathematics) fields among underrepresented student groups?”

• Theoretical Framework : Constructivist Learning Theory
• Methodology : Experimental design comparing different instructional methods, with pre- and post-tests.

21. Social-Emotional Learning : “How can social-emotional learning be effectively integrated into the curriculum, and what are its impacts on student well-being and academic outcomes?”

• Theoretical Framework : Goleman’s Emotional Intelligence Theory
• Methodology : Mixed methods, combining quantitative measures of student well-being with qualitative interviews.

22. Parental Involvement : “How does parental involvement influence student achievement, and what strategies can schools use to increase it?”

• Theoretical Framework : Reggio Emilia’s Model (Community Engagement Focus)
• Methodology : Survey research with parents and teachers, combined with case studies in selected schools.

23. Early Childhood Education : “What are the long-term impacts of quality early childhood education on academic and life outcomes?”

• Theoretical Framework : Erikson’s Stages of Psychosocial Development
• Methodology : Longitudinal study comparing students with and without early childhood education, combined with observational research.

24. Teacher Training and Professional Development : “How can teacher training programs be improved to address the evolving needs of the 21st-century classroom?”

• Theoretical Framework : Adult Learning Theory (Andragogy)
• Methodology : Pre- and post-assessments of teacher competencies, combined with focus groups.

25. Educational Technology : “How can technology be effectively integrated into the classroom to enhance learning, and what are the potential drawbacks or challenges?”

• Theoretical Framework : Technological Pedagogical Content Knowledge (TPACK)
• Methodology : Experimental design comparing classrooms with and without specific technologies, combined with teacher and student interviews.

Sociology Problems

26. Urbanization and Social Ties: “How does rapid urbanization impact the strength and nature of social ties in communities?”

• Theoretical Framework : Structural Functionalism
• Methodology : Mixed methods, combining quantitative surveys on social ties with qualitative interviews in urbanizing areas.

27. Gender Roles in Modern Families: “How have traditional gender roles evolved in families with dual-income households?”

• Theoretical Framework : Gender Schema Theory
• Methodology : Qualitative interviews with dual-income families, combined with historical data analysis.

28. Social Media and Collective Behavior: “How does social media influence collective behaviors and the formation of social movements?”

• Theoretical Framework : Emergent Norm Theory
• Methodology : Content analysis of social media platforms, combined with quantitative surveys on participation in social movements.

29. Education and Social Mobility: “To what extent does access to quality education influence social mobility in socioeconomically diverse settings?”

• Methodology : Longitudinal study tracking educational access and subsequent socioeconomic status, combined with qualitative interviews.

30. Religion and Social Cohesion: “How do religious beliefs and practices contribute to social cohesion in multicultural societies?”

• Methodology : Quantitative surveys on religious beliefs and perceptions of social cohesion, combined with ethnographic studies.

31. Consumer Culture and Identity Formation: “How does consumer culture influence individual identity formation and personal values?”

• Theoretical Framework : Social Identity Theory
• Methodology : Mixed methods, combining content analysis of advertising with qualitative interviews on identity and values.

32. Migration and Cultural Assimilation: “How do migrants negotiate cultural assimilation and preservation of their original cultural identities in their host countries?”

• Theoretical Framework : Post-Structuralism
• Methodology : Qualitative interviews with migrants, combined with observational studies in multicultural communities.

33. Social Networks and Mental Health: “How do social networks, both online and offline, impact mental health and well-being?”

• Theoretical Framework : Social Network Theory
• Methodology : Quantitative surveys assessing social network characteristics and mental health metrics, combined with qualitative interviews.

34. Crime, Deviance, and Social Control: “How do societal norms and values shape definitions of crime and deviance, and how are these definitions enforced?”

• Theoretical Framework : Labeling Theory
• Methodology : Content analysis of legal documents and media, combined with ethnographic studies in diverse communities.

35. Technology and Social Interaction: “How has the proliferation of digital technology influenced face-to-face social interactions and community building?”

• Theoretical Framework : Technological Determinism
• Methodology : Mixed methods, combining quantitative surveys on technology use with qualitative observations of social interactions in various settings.

Nursing Problems

36. Patient Communication and Recovery: “How does effective nurse-patient communication influence patient recovery rates and overall satisfaction with care?”

• Methodology : Quantitative surveys assessing patient satisfaction and recovery metrics, combined with observational studies on nurse-patient interactions.

37. Stress Management in Nursing: “What are the primary sources of occupational stress for nurses, and how can they be effectively managed to prevent burnout?”

• Methodology : Mixed methods, combining quantitative measures of stress and burnout with qualitative interviews exploring personal experiences and coping mechanisms.

38. Hand Hygiene Compliance: “How effective are different interventions in improving hand hygiene compliance among nursing staff, and what are the barriers to consistent hand hygiene?”

• Methodology : Experimental design comparing hand hygiene rates before and after specific interventions, combined with focus groups to understand barriers.

39. Nurse-Patient Ratios and Patient Outcomes: “How do nurse-patient ratios impact patient outcomes, including recovery rates, complications, and hospital readmissions?”

• Methodology : Quantitative study analyzing patient outcomes in relation to staffing levels, possibly using retrospective chart reviews.

40. Continuing Education and Clinical Competence: “How does regular continuing education influence clinical competence and confidence among nurses?”

• Methodology : Longitudinal study tracking nurses’ clinical skills and confidence over time as they engage in continuing education, combined with patient outcome measures to assess potential impacts on care quality.

Communication Studies Problems

41. Media Representation and Public Perception: “How does media representation of minority groups influence public perceptions and biases?”

• Theoretical Framework : Cultivation Theory
• Methodology : Content analysis of media representations combined with quantitative surveys assessing public perceptions and attitudes.

42. Digital Communication and Relationship Building: “How has the rise of digital communication platforms impacted the way individuals build and maintain personal relationships?”

• Theoretical Framework : Social Penetration Theory
• Methodology : Mixed methods, combining quantitative surveys on digital communication habits with qualitative interviews exploring personal relationship dynamics.

43. Crisis Communication Effectiveness: “What strategies are most effective in managing public relations during organizational crises, and how do they influence public trust?”

• Theoretical Framework : Situational Crisis Communication Theory (SCCT)
• Methodology : Case study analysis of past organizational crises, assessing communication strategies used and subsequent public trust metrics.

44. Nonverbal Cues in Virtual Communication: “How do nonverbal cues, such as facial expressions and gestures, influence message interpretation in virtual communication platforms?”

• Theoretical Framework : Social Semiotics
• Methodology : Experimental design using video conferencing tools, analyzing participants’ interpretations of messages with varying nonverbal cues.

45. Influence of Social Media on Political Engagement: “How does exposure to political content on social media platforms influence individuals’ political engagement and activism?”

• Theoretical Framework : Uses and Gratifications Theory
• Methodology : Quantitative surveys assessing social media habits and political engagement levels, combined with content analysis of political posts on popular platforms.

Before you Go: Tips and Tricks for Writing a Research Problem

This is an incredibly stressful time for research students. The research problem is going to lock you into a specific line of inquiry for the rest of your studies.

So, here’s what I tend to suggest to my students:

• Start with something you find intellectually stimulating – Too many students choose projects because they think it hasn’t been studies or they’ve found a research gap. Don’t over-estimate the importance of finding a research gap. There are gaps in every line of inquiry. For now, just find a topic you think you can really sink your teeth into and will enjoy learning about.
• Take 5 ideas to your supervisor – Approach your research supervisor, professor, lecturer, TA, our course leader with 5 research problem ideas and run each by them. The supervisor will have valuable insights that you didn’t consider that will help you narrow-down and refine your problem even more.
• Trust your supervisor – The supervisor-student relationship is often very strained and stressful. While of course this is your project, your supervisor knows the internal politics and conventions of academic research. The depth of knowledge about how to navigate academia and get you out the other end with your degree is invaluable. Don’t underestimate their advice.

I’ve got a full article on all my tips and tricks for doing research projects right here – I recommend reading it:

• 9 Tips on How to Choose a Dissertation Topic

Chris Drew (PhD)

Dr. Chris Drew is the founder of the Helpful Professor. He holds a PhD in education and has published over 20 articles in scholarly journals. He is the former editor of the Journal of Learning Development in Higher Education. [Image Descriptor: Photo of Chris]

• Chris Drew (PhD) https://helpfulprofessor.com/author/chris-drew-phd/ 17 Behaviorism Examples
• Chris Drew (PhD) https://helpfulprofessor.com/author/chris-drew-phd/ 25 Positive Psychology Examples
• Chris Drew (PhD) https://helpfulprofessor.com/author/chris-drew-phd/ 15 Animism Examples
• Chris Drew (PhD) https://helpfulprofessor.com/author/chris-drew-phd/ 10 Magical Thinking Examples

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Home » Research Problem – Examples, Types and Guide

Research Problem – Examples, Types and Guide

Table of Contents

Research Problem

Definition:

Research problem is a specific and well-defined issue or question that a researcher seeks to investigate through research. It is the starting point of any research project, as it sets the direction, scope, and purpose of the study.

Types of Research Problems

Types of Research Problems are as follows:

Descriptive problems

These problems involve describing or documenting a particular phenomenon, event, or situation. For example, a researcher might investigate the demographics of a particular population, such as their age, gender, income, and education.

Exploratory problems

These problems are designed to explore a particular topic or issue in depth, often with the goal of generating new ideas or hypotheses. For example, a researcher might explore the factors that contribute to job satisfaction among employees in a particular industry.

Explanatory Problems

These problems seek to explain why a particular phenomenon or event occurs, and they typically involve testing hypotheses or theories. For example, a researcher might investigate the relationship between exercise and mental health, with the goal of determining whether exercise has a causal effect on mental health.

Predictive Problems

These problems involve making predictions or forecasts about future events or trends. For example, a researcher might investigate the factors that predict future success in a particular field or industry.

Evaluative Problems

These problems involve assessing the effectiveness of a particular intervention, program, or policy. For example, a researcher might evaluate the impact of a new teaching method on student learning outcomes.

How to Define a Research Problem

Defining a research problem involves identifying a specific question or issue that a researcher seeks to address through a research study. Here are the steps to follow when defining a research problem:

• Identify a broad research topic : Start by identifying a broad topic that you are interested in researching. This could be based on your personal interests, observations, or gaps in the existing literature.
• Conduct a literature review : Once you have identified a broad topic, conduct a thorough literature review to identify the current state of knowledge in the field. This will help you identify gaps or inconsistencies in the existing research that can be addressed through your study.
• Refine the research question: Based on the gaps or inconsistencies identified in the literature review, refine your research question to a specific, clear, and well-defined problem statement. Your research question should be feasible, relevant, and important to the field of study.
• Develop a hypothesis: Based on the research question, develop a hypothesis that states the expected relationship between variables.
• Define the scope and limitations: Clearly define the scope and limitations of your research problem. This will help you focus your study and ensure that your research objectives are achievable.
• Get feedback: Get feedback from your advisor or colleagues to ensure that your research problem is clear, feasible, and relevant to the field of study.

Components of a Research Problem

The components of a research problem typically include the following:

• Topic : The general subject or area of interest that the research will explore.
• Research Question : A clear and specific question that the research seeks to answer or investigate.
• Objective : A statement that describes the purpose of the research, what it aims to achieve, and the expected outcomes.
• Hypothesis : An educated guess or prediction about the relationship between variables, which is tested during the research.
• Variables : The factors or elements that are being studied, measured, or manipulated in the research.
• Methodology : The overall approach and methods that will be used to conduct the research.
• Scope and Limitations : A description of the boundaries and parameters of the research, including what will be included and excluded, and any potential constraints or limitations.
• Significance: A statement that explains the potential value or impact of the research, its contribution to the field of study, and how it will add to the existing knowledge.

Research Problem Examples

Following are some Research Problem Examples:

Research Problem Examples in Psychology are as follows:

• Exploring the impact of social media on adolescent mental health.
• Investigating the effectiveness of cognitive-behavioral therapy for treating anxiety disorders.
• Studying the impact of prenatal stress on child development outcomes.
• Analyzing the factors that contribute to addiction and relapse in substance abuse treatment.
• Examining the impact of personality traits on romantic relationships.

Research Problem Examples in Sociology are as follows:

• Investigating the relationship between social support and mental health outcomes in marginalized communities.
• Studying the impact of globalization on labor markets and employment opportunities.
• Analyzing the causes and consequences of gentrification in urban neighborhoods.
• Investigating the impact of family structure on social mobility and economic outcomes.
• Examining the effects of social capital on community development and resilience.

Research Problem Examples in Economics are as follows:

• Studying the effects of trade policies on economic growth and development.
• Analyzing the impact of automation and artificial intelligence on labor markets and employment opportunities.
• Investigating the factors that contribute to economic inequality and poverty.
• Examining the impact of fiscal and monetary policies on inflation and economic stability.
• Studying the relationship between education and economic outcomes, such as income and employment.

Political Science

Research Problem Examples in Political Science are as follows:

• Analyzing the causes and consequences of political polarization and partisan behavior.
• Investigating the impact of social movements on political change and policymaking.
• Studying the role of media and communication in shaping public opinion and political discourse.
• Examining the effectiveness of electoral systems in promoting democratic governance and representation.
• Investigating the impact of international organizations and agreements on global governance and security.

Environmental Science

Research Problem Examples in Environmental Science are as follows:

• Studying the impact of air pollution on human health and well-being.
• Investigating the effects of deforestation on climate change and biodiversity loss.
• Analyzing the impact of ocean acidification on marine ecosystems and food webs.
• Studying the relationship between urban development and ecological resilience.
• Examining the effectiveness of environmental policies and regulations in promoting sustainability and conservation.

Research Problem Examples in Education are as follows:

• Investigating the impact of teacher training and professional development on student learning outcomes.
• Studying the effectiveness of technology-enhanced learning in promoting student engagement and achievement.
• Analyzing the factors that contribute to achievement gaps and educational inequality.
• Examining the impact of parental involvement on student motivation and achievement.
• Studying the effectiveness of alternative educational models, such as homeschooling and online learning.

Research Problem Examples in History are as follows:

• Analyzing the social and economic factors that contributed to the rise and fall of ancient civilizations.
• Investigating the impact of colonialism on indigenous societies and cultures.
• Studying the role of religion in shaping political and social movements throughout history.
• Analyzing the impact of the Industrial Revolution on economic and social structures.
• Examining the causes and consequences of global conflicts, such as World War I and II.

Research Problem Examples in Business are as follows:

• Studying the impact of corporate social responsibility on brand reputation and consumer behavior.
• Investigating the effectiveness of leadership development programs in improving organizational performance and employee satisfaction.
• Analyzing the factors that contribute to successful entrepreneurship and small business development.
• Examining the impact of mergers and acquisitions on market competition and consumer welfare.
• Studying the effectiveness of marketing strategies and advertising campaigns in promoting brand awareness and sales.

Research Problem Example for Students

An Example of a Research Problem for Students could be:

“How does social media usage affect the academic performance of high school students?”

This research problem is specific, measurable, and relevant. It is specific because it focuses on a particular area of interest, which is the impact of social media on academic performance. It is measurable because the researcher can collect data on social media usage and academic performance to evaluate the relationship between the two variables. It is relevant because it addresses a current and important issue that affects high school students.

To conduct research on this problem, the researcher could use various methods, such as surveys, interviews, and statistical analysis of academic records. The results of the study could provide insights into the relationship between social media usage and academic performance, which could help educators and parents develop effective strategies for managing social media use among students.

Another example of a research problem for students:

“Does participation in extracurricular activities impact the academic performance of middle school students?”

This research problem is also specific, measurable, and relevant. It is specific because it focuses on a particular type of activity, extracurricular activities, and its impact on academic performance. It is measurable because the researcher can collect data on students’ participation in extracurricular activities and their academic performance to evaluate the relationship between the two variables. It is relevant because extracurricular activities are an essential part of the middle school experience, and their impact on academic performance is a topic of interest to educators and parents.

To conduct research on this problem, the researcher could use surveys, interviews, and academic records analysis. The results of the study could provide insights into the relationship between extracurricular activities and academic performance, which could help educators and parents make informed decisions about the types of activities that are most beneficial for middle school students.

Applications of Research Problem

Applications of Research Problem are as follows:

• Academic research: Research problems are used to guide academic research in various fields, including social sciences, natural sciences, humanities, and engineering. Researchers use research problems to identify gaps in knowledge, address theoretical or practical problems, and explore new areas of study.
• Business research : Research problems are used to guide business research, including market research, consumer behavior research, and organizational research. Researchers use research problems to identify business challenges, explore opportunities, and develop strategies for business growth and success.
• Healthcare research : Research problems are used to guide healthcare research, including medical research, clinical research, and health services research. Researchers use research problems to identify healthcare challenges, develop new treatments and interventions, and improve healthcare delivery and outcomes.
• Public policy research : Research problems are used to guide public policy research, including policy analysis, program evaluation, and policy development. Researchers use research problems to identify social issues, assess the effectiveness of existing policies and programs, and develop new policies and programs to address societal challenges.
• Environmental research : Research problems are used to guide environmental research, including environmental science, ecology, and environmental management. Researchers use research problems to identify environmental challenges, assess the impact of human activities on the environment, and develop sustainable solutions to protect the environment.

Purpose of Research Problems

The purpose of research problems is to identify an area of study that requires further investigation and to formulate a clear, concise and specific research question. A research problem defines the specific issue or problem that needs to be addressed and serves as the foundation for the research project.

Identifying a research problem is important because it helps to establish the direction of the research and sets the stage for the research design, methods, and analysis. It also ensures that the research is relevant and contributes to the existing body of knowledge in the field.

A well-formulated research problem should:

• Clearly define the specific issue or problem that needs to be investigated
• Be specific and narrow enough to be manageable in terms of time, resources, and scope
• Be relevant to the field of study and contribute to the existing body of knowledge
• Be feasible and realistic in terms of available data, resources, and research methods
• Be interesting and intellectually stimulating for the researcher and potential readers or audiences.

Characteristics of Research Problem

The characteristics of a research problem refer to the specific features that a problem must possess to qualify as a suitable research topic. Some of the key characteristics of a research problem are:

• Clarity : A research problem should be clearly defined and stated in a way that it is easily understood by the researcher and other readers. The problem should be specific, unambiguous, and easy to comprehend.
• Relevance : A research problem should be relevant to the field of study, and it should contribute to the existing body of knowledge. The problem should address a gap in knowledge, a theoretical or practical problem, or a real-world issue that requires further investigation.
• Feasibility : A research problem should be feasible in terms of the availability of data, resources, and research methods. It should be realistic and practical to conduct the study within the available time, budget, and resources.
• Novelty : A research problem should be novel or original in some way. It should represent a new or innovative perspective on an existing problem, or it should explore a new area of study or apply an existing theory to a new context.
• Importance : A research problem should be important or significant in terms of its potential impact on the field or society. It should have the potential to produce new knowledge, advance existing theories, or address a pressing societal issue.
• Manageability : A research problem should be manageable in terms of its scope and complexity. It should be specific enough to be investigated within the available time and resources, and it should be broad enough to provide meaningful results.

Advantages of Research Problem

The advantages of a well-defined research problem are as follows:

• Focus : A research problem provides a clear and focused direction for the research study. It ensures that the study stays on track and does not deviate from the research question.
• Clarity : A research problem provides clarity and specificity to the research question. It ensures that the research is not too broad or too narrow and that the research objectives are clearly defined.
• Relevance : A research problem ensures that the research study is relevant to the field of study and contributes to the existing body of knowledge. It addresses gaps in knowledge, theoretical or practical problems, or real-world issues that require further investigation.
• Feasibility : A research problem ensures that the research study is feasible in terms of the availability of data, resources, and research methods. It ensures that the research is realistic and practical to conduct within the available time, budget, and resources.
• Novelty : A research problem ensures that the research study is original and innovative. It represents a new or unique perspective on an existing problem, explores a new area of study, or applies an existing theory to a new context.
• Importance : A research problem ensures that the research study is important and significant in terms of its potential impact on the field or society. It has the potential to produce new knowledge, advance existing theories, or address a pressing societal issue.
• Rigor : A research problem ensures that the research study is rigorous and follows established research methods and practices. It ensures that the research is conducted in a systematic, objective, and unbiased manner.

About the author

Muhammad Hassan

Researcher, Academic Writer, Web developer

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Crafting a Clear and Effective Research Problem Statement in Education

Table of Contents

Have you ever wondered why some research studies make a significant impact while others fade into obscurity? Success in research often hinges on one critical element: the problem statement. In the realm of educational research , defining and stating your problem with precision is the cornerstone that can set the stage for meaningful insights and practical solutions. In this exploration, we’ll delve into how to craft a clear and effective research problem statement that can stand as a foundation for influential educational research.

Understanding the Importance of a Research Problem Statement

The problem statement is the heartbeat of your research project. It is the compass that guides your study, focusing your exploration and dictating the questions you’ll seek to answer. A well-articulated problem statement sets the parameters of your research, ensuring that the scope is manageable while still significant to the field of education. But why is it so pivotal?

• Clarity of Purpose: It conveys the essence of your study to readers, including potential funders, participants, and the scholarly community.
• Direction and Focus: It prevents scope creep by keeping the research questions aligned with your central aim.
• Feasibility: It helps you assess whether the research is practical and achievable within the constraints of time, resources, and expertise.
• Inspires Curiosity: A compelling problem statement can spark interest and convince others of the necessity of your research.

Separating the Problem from Related Issues

One common pitfall in research is the conflation of the problem with related issues. It’s easy to get lost in the sea of symptoms and tangential concerns. To avoid this, we must rigorously delineate the core problem from its surrounding context. This involves:

• Identifying the Root Cause: Look beyond the symptoms to understand what is driving the problem at its core.
• Distilling the Main Issue: Focus on the most pressing aspect that your research can realistically address.
• Avoiding Overgeneralization: Resist the urge to tackle everything at once. Keep it specific and manageable.

Characteristics of a Well-Stated Research Problem

A research problem statement should be a beacon of clarity. It embodies certain characteristics that make it amenable to investigation:

• Clear Intent: It should explicitly state what the research aims to achieve or understand.
• Variable Relationships: Where applicable, it indicates the potential relationships between variables that the study will explore.
• Appropriate Scope: It is neither too broad to be unmanageable nor too narrow to lack significance .
• Practicality: The problem statement should imply that the research can be conducted with available resources and within ethical boundaries.

Clarifying Research Intent

The intent of the research is not just what you plan to study, but why it holds value. It should resonate with an educational need or gap in knowledge that demands attention.

Identifying Variable Relationships

Research often involves exploring the ‘how’ and ‘why’ things are related. In your problem statement, indicate if your study will analyze cause and effect, correlations, or other associations between educational phenomena.

Finding the Right Scope

Striking the right balance in scope is a craft. Consider the goldilocks principle : your problem statement should be broad enough to be of interest to the field, yet narrow enough to provide a focused lens for your study.

Ensuring Practicality

Practicality in your problem statement assures that the research can be completed. This is where logistical considerations come into play, from time constraints to ethical considerations.

Examples of Effective Problem Statements in Educational Research

Let’s ground these concepts in reality by examining a few hypothetical examples of effective problem statements:

• Gap in Literature: “Despite the growing diversity in classrooms, there is a lack of research on culturally responsive teaching practices in rural high schools.”
• Urgent Educational Need: “Current assessment methods are failing to accurately measure the critical thinking skills of middle school students, leading to inadequate instructional adjustments.”
• Emerging Trends: “The rise of digital learning environments necessitates a deeper understanding of how online feedback affects student engagement and learning outcomes.”

Maintaining Significance and Practicality

Every research study should aim to contribute something of value to the field of education. This means addressing a problem that is significant to educators, policymakers, students, or other stakeholders. Moreover, the research should be practical, offering findings that can be applied or leading to further inquiry.

Assessing Significance

Ask yourself, “Why does this matter?” If you can articulate compelling reasons why the problem is worth investigating, you’ve found its significance.

Assessing Practicality

Consider the resources at your disposal, the time frame you have, and the ethical implications of your study. Can your research problem be tackled within these parameters? If so, you’ve ensured its practicality .

Defining and stating your research problem is not just a formality; it’s a strategic decision that can make or break the success of your educational research. By crafting a statement that is clear, focused, and significant, you pave the way for a study that can truly make a difference. The best problem statements in education research are those that challenge us to think deeper, push the boundaries of our understanding, and ultimately lead to solutions that improve learning outcomes.

What do you think? How does the problem statement influence the trajectory of research? Can you think of a time when a well-defined problem statement led to breakthrough insights or innovations in education?

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Educational Research

1 Introduction to Educational Research

• Knowledge: Nature and Types
• Sources of Knowledge
• Nature and Conceptions of Social Reality
• Purposes of Research
• Types of Studies in Educational Research

2 Knowledge Generation – Historical Perspective-I

• Scientific Method

3 Knowledge Generation – Historical Perspective-II

• Positivistic Paradigm
• Emergence of Field Methods
• Review (Rethinking) of Concepts and Constructs
• Varied Studies in Education

4 Approaches to Educational Research – Assumptions, Scope and Limitations

• Nature of Educational Phenomena
• Conceptions of Viewing Reality
• Limitations of the Approaches

5 Descriptive Research

• Meaning and Nature of Descriptive Survey Research
• Types of Descriptive Survey Studies
• Steps of Conducting Descriptive Research
• Context and Relevance of Descriptive Studies in Educational Research

6 Experimental Research-I

• Characteristics of Experimental Research
• Experimental Design
• Validity of Experimental Design
• Controls in an Experiment

7 Experimental Research-II

• Types of Experimental Design
• Pre-experimental Designs
• True Experimental Designs
• Quasi Experimental Designs

8 Qualitative Research

• Definition of Qualitative Research
• Characteristics of Qualitative Research
• Types of Qualitative Methods
• Common Steps of Conducting Qualitative Studies
• Verification of Trustworthiness of Qualitative Research

9 Philosophical and Historical Studies

• Philosophical Studies
• Historical Research
• New Trends in Historical Approaches to Education
• Enhancing the Importance of Historical Research

10 Identification of Problem and Formulation of Research Questions

• Nature of a Problem
• Identification of a Research Problem
• Sources for Selecting a Research Problem
• Definition and Statement of the Problem
• Research Questions

11 Hypothesis – Nature of Formulation

• Meaning of the Hypothesis
• Sources of Hypothesis
• Types of Hypothesis
• Testing of the Hypothesis
• Characteristics of a Good Hypothesis
• Significance and Importance of a Hypothesis

12 Sampling

• Meaning of Population and Sample
• Methods/Designs of Sampling
• Probability Sampling
• Non-probability Sampling
• Characteristics of a Good Sample

13 Tools and Techniques of Data Collection

• Tools of Data Collection
• Techniques of Data Collection
• Characteristics and Criteria for Selection of a Good Tool

14 Analysis of Quantitative Data (Descriptive Statistical Measures – Selection and Application)

• Types of Data
• Graphic Representation of Quantitative Data
• Descriptive Statistical Measures
• Normal Probability Curve

15 Analysis of Quantitative Data – Inferential Statistics Based on Parametric Tests

• Inferential Statistics
• Parametric Tests: Uses and Assumptions
• Statistical Inference Based on Parametric Tests
• Testing the Statistical Significance of the Difference Between Means
• Statistical Inference Regarding Pearson’s Co-efficient of Correlation

16 Analysis of Quantitative Data – Inferential Statistics Based on Non-Parametric Tests

• Non-parametric Tests
• Statistical Inference Based on Non-parametric Tests: Unrelated Samples
• Statistical Inference Based on Non-parametric Tests: Related Samples
• Statistical Inference Regarding Correlations Using Non-parametric Data

17 Data Analysis Techniques in Qualitative Research

• Codification
• Categorization and Classification
• Content Analysis
• Triangulation

18 Computer Data Analysis

• What is SPSS?
• Basic Steps in Data Analysis
• Defining, Editing, and Entering Data
• Data File Management Functions
• Running a Preliminary Analysis

19 Writing Proposal or Synopsis

• Purpose of Writing a Research Proposal
• Format of a Research Proposal/Synopsis

20 Methods of Literature Search or Review

• Need and Purpose of Literature Search
• Types of Literature Search
• Steps Involved in Literature Search
• Methods of Literature Search
• Methods of Review and their Implications

21 Research Report – Various Components and Structure

• Significance of a Research Report
• Types of Research Reports
• Format of a Research Report

22 Scheme of Chapterisation and Referencing

• Need for Chapterisation and its Functions
• Diversity in Chapterisation
• Referencing and Footnotes -Need and Importance
• Various Styles of Referencing

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• Our Mission

The 10 Most Significant Education Studies of 2021

From reframing our notion of “good” schools to mining the magic of expert teachers, here’s a curated list of must-read research from 2021.

It was a year of unprecedented hardship for teachers and school leaders. We pored through hundreds of studies to see if we could follow the trail of exactly what happened: The research revealed a complex portrait of a grueling year during which persistent issues of burnout and mental and physical health impacted millions of educators. Meanwhile, many of the old debates continued: Does paper beat digital? Is project-based learning as effective as direct instruction? How do you define what a “good” school is?

Other studies grabbed our attention, and in a few cases, made headlines. Researchers from the University of Chicago and Columbia University turned artificial intelligence loose on some 1,130 award-winning children’s books in search of invisible patterns of bias. (Spoiler alert: They found some.) Another study revealed why many parents are reluctant to support social and emotional learning in schools—and provided hints about how educators can flip the script.

1. What Parents Fear About SEL (and How to Change Their Minds)

When researchers at the Fordham Institute asked parents to rank phrases associated with social and emotional learning , nothing seemed to add up. The term “social-emotional learning” was very unpopular; parents wanted to steer their kids clear of it. But when the researchers added a simple clause, forming a new phrase—”social-emotional & academic learning”—the program shot all the way up to No. 2 in the rankings.

What gives?

Parents were picking up subtle cues in the list of SEL-related terms that irked or worried them, the researchers suggest. Phrases like “soft skills” and “growth mindset” felt “nebulous” and devoid of academic content. For some, the language felt suspiciously like “code for liberal indoctrination.”

But the study suggests that parents might need the simplest of reassurances to break through the political noise. Removing the jargon, focusing on productive phrases like “life skills,” and relentlessly connecting SEL to academic progress puts parents at ease—and seems to save social and emotional learning in the process.

2. The Secret Management Techniques of Expert Teachers

In the hands of experienced teachers, classroom management can seem almost invisible: Subtle techniques are quietly at work behind the scenes, with students falling into orderly routines and engaging in rigorous academic tasks almost as if by magic. 

That’s no accident, according to new research . While outbursts are inevitable in school settings, expert teachers seed their classrooms with proactive, relationship-building strategies that often prevent misbehavior before it erupts. They also approach discipline more holistically than their less-experienced counterparts, consistently reframing misbehavior in the broader context of how lessons can be more engaging, or how clearly they communicate expectations.

Focusing on the underlying dynamics of classroom behavior—and not on surface-level disruptions—means that expert teachers often look the other way at all the right times, too. Rather than rise to the bait of a minor breach in etiquette, a common mistake of new teachers, they tend to play the long game, asking questions about the origins of misbehavior, deftly navigating the terrain between discipline and student autonomy, and opting to confront misconduct privately when possible.

3. The Surprising Power of Pretesting

Asking students to take a practice test before they’ve even encountered the material may seem like a waste of time—after all, they’d just be guessing.

But new research concludes that the approach, called pretesting, is actually more effective than other typical study strategies. Surprisingly, pretesting even beat out taking practice tests after learning the material, a proven strategy endorsed by cognitive scientists and educators alike. In the study, students who took a practice test before learning the material outperformed their peers who studied more traditionally by 49 percent on a follow-up test, while outperforming students who took practice tests after studying the material by 27 percent.

The researchers hypothesize that the “generation of errors” was a key to the strategy’s success, spurring student curiosity and priming them to “search for the correct answers” when they finally explored the new material—and adding grist to a 2018 study that found that making educated guesses helped students connect background knowledge to new material.

Learning is more durable when students do the hard work of correcting misconceptions, the research suggests, reminding us yet again that being wrong is an important milestone on the road to being right.

4. Confronting an Old Myth About Immigrant Students

Immigrant students are sometimes portrayed as a costly expense to the education system, but new research is systematically dismantling that myth.

In a 2021 study , researchers analyzed over 1.3 million academic and birth records for students in Florida communities, and concluded that the presence of immigrant students actually has “a positive effect on the academic achievement of U.S.-born students,” raising test scores as the size of the immigrant school population increases. The benefits were especially powerful for low-income students.

While immigrants initially “face challenges in assimilation that may require additional school resources,” the researchers concluded, hard work and resilience may allow them to excel and thus “positively affect exposed U.S.-born students’ attitudes and behavior.” But according to teacher Larry Ferlazzo, the improvements might stem from the fact that having English language learners in classes improves pedagogy , pushing teachers to consider “issues like prior knowledge, scaffolding, and maximizing accessibility.”

5. A Fuller Picture of What a ‘Good’ School Is

It’s time to rethink our definition of what a “good school” is, researchers assert in a study published in late 2020.⁣ That’s because typical measures of school quality like test scores often provide an incomplete and misleading picture, the researchers found.

The study looked at over 150,000 ninth-grade students who attended Chicago public schools and concluded that emphasizing the social and emotional dimensions of learning—relationship-building, a sense of belonging, and resilience, for example—improves high school graduation and college matriculation rates for both high- and low-income students, beating out schools that focus primarily on improving test scores.⁣

“Schools that promote socio-emotional development actually have a really big positive impact on kids,” said lead researcher C. Kirabo Jackson in an interview with Edutopia . “And these impacts are particularly large for vulnerable student populations who don’t tend to do very well in the education system.”

The findings reinforce the importance of a holistic approach to measuring student progress, and are a reminder that schools—and teachers—can influence students in ways that are difficult to measure, and may only materialize well into the future.⁣

6. Teaching Is Learning

One of the best ways to learn a concept is to teach it to someone else. But do you actually have to step into the shoes of a teacher, or does the mere expectation of teaching do the trick?

In a 2021 study , researchers split students into two groups and gave them each a science passage about the Doppler effect—a phenomenon associated with sound and light waves that explains the gradual change in tone and pitch as a car races off into the distance, for example. One group studied the text as preparation for a test; the other was told that they’d be teaching the material to another student.

The researchers never carried out the second half of the activity—students read the passages but never taught the lesson. All of the participants were then tested on their factual recall of the Doppler effect, and their ability to draw deeper conclusions from the reading.

The upshot? Students who prepared to teach outperformed their counterparts in both duration and depth of learning, scoring 9 percent higher on factual recall a week after the lessons concluded, and 24 percent higher on their ability to make inferences. The research suggests that asking students to prepare to teach something—or encouraging them to think “could I teach this to someone else?”—can significantly alter their learning trajectories.

7. A Disturbing Strain of Bias in Kids’ Books

Some of the most popular and well-regarded children’s books—Caldecott and Newbery honorees among them—persistently depict Black, Asian, and Hispanic characters with lighter skin, according to new research .

Using artificial intelligence, researchers combed through 1,130 children’s books written in the last century, comparing two sets of diverse children’s books—one a collection of popular books that garnered major literary awards, the other favored by identity-based awards. The software analyzed data on skin tone, race, age, and gender.

Among the findings: While more characters with darker skin color begin to appear over time, the most popular books—those most frequently checked out of libraries and lining classroom bookshelves—continue to depict people of color in lighter skin tones. More insidiously, when adult characters are “moral or upstanding,” their skin color tends to appear lighter, the study’s lead author, Anjali Aduki,  told The 74 , with some books converting “Martin Luther King Jr.’s chocolate complexion to a light brown or beige.” Female characters, meanwhile, are often seen but not heard.

Cultural representations are a reflection of our values, the researchers conclude: “Inequality in representation, therefore, constitutes an explicit statement of inequality of value.”

8. The Never-Ending ‘Paper Versus Digital’ War

The argument goes like this: Digital screens turn reading into a cold and impersonal task; they’re good for information foraging, and not much more. “Real” books, meanwhile, have a heft and “tactility”  that make them intimate, enchanting—and irreplaceable.

But researchers have often found weak or equivocal evidence for the superiority of reading on paper. While a recent study concluded that paper books yielded better comprehension than e-books when many of the digital tools had been removed, the effect sizes were small. A 2021 meta-analysis further muddies the water: When digital and paper books are “mostly similar,” kids comprehend the print version more readily—but when enhancements like motion and sound “target the story content,” e-books generally have the edge.

Nostalgia is a force that every new technology must eventually confront. There’s plenty of evidence that writing with pen and paper encodes learning more deeply than typing. But new digital book formats come preloaded with powerful tools that allow readers to annotate, look up words, answer embedded questions, and share their thinking with other readers.

We may not be ready to admit it, but these are precisely the kinds of activities that drive deeper engagement, enhance comprehension, and leave us with a lasting memory of what we’ve read. The future of e-reading, despite the naysayers, remains promising.

9. New Research Makes a Powerful Case for PBL

Many classrooms today still look like they did 100 years ago, when students were preparing for factory jobs. But the world’s moved on: Modern careers demand a more sophisticated set of skills—collaboration, advanced problem-solving, and creativity, for example—and those can be difficult to teach in classrooms that rarely give students the time and space to develop those competencies.

Project-based learning (PBL) would seem like an ideal solution. But critics say PBL places too much responsibility on novice learners, ignoring the evidence about the effectiveness of direct instruction and ultimately undermining subject fluency. Advocates counter that student-centered learning and direct instruction can and should coexist in classrooms.

Now two new large-scale studies —encompassing over 6,000 students in 114 diverse schools across the nation—provide evidence that a well-structured, project-based approach boosts learning for a wide range of students.

In the studies, which were funded by Lucas Education Research, a sister division of Edutopia , elementary and high school students engaged in challenging projects that had them designing water systems for local farms, or creating toys using simple household objects to learn about gravity, friction, and force. Subsequent testing revealed notable learning gains—well above those experienced by students in traditional classrooms—and those gains seemed to raise all boats, persisting across socioeconomic class, race, and reading levels.

10. Tracking a Tumultuous Year for Teachers

The Covid-19 pandemic cast a long shadow over the lives of educators in 2021, according to a year’s worth of research.

The average teacher’s workload suddenly “spiked last spring,” wrote the Center for Reinventing Public Education in its January 2021 report, and then—in defiance of the laws of motion—simply never let up. By the fall, a RAND study recorded an astonishing shift in work habits: 24 percent of teachers reported that they were working 56 hours or more per week, compared to 5 percent pre-pandemic.

The vaccine was the promised land, but when it arrived nothing seemed to change. In an April 2021 survey  conducted four months after the first vaccine was administered in New York City, 92 percent of teachers said their jobs were more stressful than prior to the pandemic, up from 81 percent in an earlier survey.

It wasn’t just the length of the work days; a close look at the research reveals that the school system’s failure to adjust expectations was ruinous. It seemed to start with the obligations of hybrid teaching, which surfaced in Edutopia ’s coverage of overseas school reopenings. In June 2020, well before many U.S. schools reopened, we reported that hybrid teaching was an emerging problem internationally, and warned that if the “model is to work well for any period of time,” schools must “recognize and seek to reduce the workload for teachers.” Almost eight months later, a 2021 RAND study identified hybrid teaching as a primary source of teacher stress in the U.S., easily outpacing factors like the health of a high-risk loved one.

New and ever-increasing demands for tech solutions put teachers on a knife’s edge. In several important 2021 studies, researchers concluded that teachers were being pushed to adopt new technology without the “resources and equipment necessary for its correct didactic use.” Consequently, they were spending more than 20 hours a week adapting lessons for online use, and experiencing an unprecedented erosion of the boundaries between their work and home lives, leading to an unsustainable “always on” mentality. When it seemed like nothing more could be piled on—when all of the lights were blinking red—the federal government restarted standardized testing .

Change will be hard; many of the pathologies that exist in the system now predate the pandemic. But creating strict school policies that separate work from rest, eliminating the adoption of new tech tools without proper supports, distributing surveys regularly to gauge teacher well-being, and above all listening to educators to identify and confront emerging problems might be a good place to start, if the research can be believed.

• USC Libraries
• Research Guides

Organizing Your Social Sciences Research Paper

• The Research Problem/Question
• Purpose of Guide
• Design Flaws to Avoid
• Independent and Dependent Variables
• Glossary of Research Terms
• Reading Research Effectively
• Narrowing a Topic Idea
• Broadening a Topic Idea
• Extending the Timeliness of a Topic Idea
• Academic Writing Style
• Applying Critical Thinking
• Choosing a Title
• Making an Outline
• Paragraph Development
• Research Process Video Series
• Executive Summary
• The C.A.R.S. Model
• Background Information
• Theoretical Framework
• Citation Tracking
• Content Alert Services
• Evaluating Sources
• Primary Sources
• Secondary Sources
• Tiertiary Sources
• Scholarly vs. Popular Publications
• Qualitative Methods
• Quantitative Methods
• Insiderness
• Using Non-Textual Elements
• Limitations of the Study
• Common Grammar Mistakes
• Writing Concisely
• Avoiding Plagiarism
• Footnotes or Endnotes?
• Further Readings
• Generative AI and Writing
• USC Libraries Tutorials and Other Guides
• Bibliography

A research problem is a definite or clear expression [statement] about an area of concern, a condition to be improved upon, a difficulty to be eliminated, or a troubling question that exists in scholarly literature, in theory, or within existing practice that points to a need for meaningful understanding and deliberate investigation. A research problem does not state how to do something, offer a vague or broad proposition, or present a value question. In the social and behavioral sciences, studies are most often framed around examining a problem that needs to be understood and resolved in order to improve society and the human condition.

Bryman, Alan. “The Research Question in Social Research: What is its Role?” International Journal of Social Research Methodology 10 (2007): 5-20; Guba, Egon G., and Yvonna S. Lincoln. “Competing Paradigms in Qualitative Research.” In Handbook of Qualitative Research . Norman K. Denzin and Yvonna S. Lincoln, editors. (Thousand Oaks, CA: Sage, 1994), pp. 105-117; Pardede, Parlindungan. “Identifying and Formulating the Research Problem." Research in ELT: Module 4 (October 2018): 1-13; Li, Yanmei, and Sumei Zhang. "Identifying the Research Problem." In Applied Research Methods in Urban and Regional Planning . (Cham, Switzerland: Springer International Publishing, 2022), pp. 13-21.

Importance of...

The purpose of a problem statement is to:

• Introduce the reader to the importance of the topic being studied . The reader is oriented to the significance of the study.
• Anchors the research questions, hypotheses, or assumptions to follow . It offers a concise statement about the purpose of your paper.
• Place the topic into a particular context that defines the parameters of what is to be investigated.
• Provide the framework for reporting the results and indicates what is probably necessary to conduct the study and explain how the findings will present this information.

In the social sciences, the research problem establishes the means by which you must answer the "So What?" question. This declarative question refers to a research problem surviving the relevancy test [the quality of a measurement procedure that provides repeatability and accuracy]. Note that answering the "So What?" question requires a commitment on your part to not only show that you have reviewed the literature, but that you have thoroughly considered the significance of the research problem and its implications applied to creating new knowledge and understanding or informing practice.

To survive the "So What" question, problem statements should possess the following attributes:

• Clarity and precision [a well-written statement does not make sweeping generalizations and irresponsible pronouncements; it also does include unspecific determinates like "very" or "giant"],
• Demonstrate a researchable topic or issue [i.e., feasibility of conducting the study is based upon access to information that can be effectively acquired, gathered, interpreted, synthesized, and understood],
• Identification of what would be studied, while avoiding the use of value-laden words and terms,
• Identification of an overarching question or small set of questions accompanied by key factors or variables,
• Identification of key concepts and terms,
• Articulation of the study's conceptual boundaries or parameters or limitations,
• Some generalizability in regards to applicability and bringing results into general use,
• Conveyance of the study's importance, benefits, and justification [i.e., regardless of the type of research, it is important to demonstrate that the research is not trivial],
• Does not have unnecessary jargon or overly complex sentence constructions; and,
• Conveyance of more than the mere gathering of descriptive data providing only a snapshot of the issue or phenomenon under investigation.

Bryman, Alan. “The Research Question in Social Research: What is its Role?” International Journal of Social Research Methodology 10 (2007): 5-20; Brown, Perry J., Allen Dyer, and Ross S. Whaley. "Recreation Research—So What?" Journal of Leisure Research 5 (1973): 16-24; Castellanos, Susie. Critical Writing and Thinking. The Writing Center. Dean of the College. Brown University; Ellis, Timothy J. and Yair Levy Nova. "Framework of Problem-Based Research: A Guide for Novice Researchers on the Development of a Research-Worthy Problem." Informing Science: the International Journal of an Emerging Transdiscipline 11 (2008); Thesis and Purpose Statements. The Writer’s Handbook. Writing Center. University of Wisconsin, Madison; Thesis Statements. The Writing Center. University of North Carolina; Tips and Examples for Writing Thesis Statements. The Writing Lab and The OWL. Purdue University; Selwyn, Neil. "‘So What?’…A Question that Every Journal Article Needs to Answer." Learning, Media, and Technology 39 (2014): 1-5; Shoket, Mohd. "Research Problem: Identification and Formulation." International Journal of Research 1 (May 2014): 512-518.

Structure and Writing Style

I.  Types and Content

There are four general conceptualizations of a research problem in the social sciences:

• Casuist Research Problem -- this type of problem relates to the determination of right and wrong in questions of conduct or conscience by analyzing moral dilemmas through the application of general rules and the careful distinction of special cases.
• Difference Research Problem -- typically asks the question, “Is there a difference between two or more groups or treatments?” This type of problem statement is used when the researcher compares or contrasts two or more phenomena. This a common approach to defining a problem in the clinical social sciences or behavioral sciences.
• Descriptive Research Problem -- typically asks the question, "what is...?" with the underlying purpose to describe the significance of a situation, state, or existence of a specific phenomenon. This problem is often associated with revealing hidden or understudied issues.
• Relational Research Problem -- suggests a relationship of some sort between two or more variables to be investigated. The underlying purpose is to investigate specific qualities or characteristics that may be connected in some way.

A problem statement in the social sciences should contain :

• A lead-in that helps ensure the reader will maintain interest over the study,
• A declaration of originality [e.g., mentioning a knowledge void or a lack of clarity about a topic that will be revealed in the literature review of prior research],
• An indication of the central focus of the study [establishing the boundaries of analysis], and
• An explanation of the study's significance or the benefits to be derived from investigating the research problem.

NOTE :   A statement describing the research problem of your paper should not be viewed as a thesis statement that you may be familiar with from high school. Given the content listed above, a description of the research problem is usually a short paragraph in length.

II.  Sources of Problems for Investigation

The identification of a problem to study can be challenging, not because there's a lack of issues that could be investigated, but due to the challenge of formulating an academically relevant and researchable problem which is unique and does not simply duplicate the work of others. To facilitate how you might select a problem from which to build a research study, consider these sources of inspiration:

Deductions from Theory This relates to deductions made from social philosophy or generalizations embodied in life and in society that the researcher is familiar with. These deductions from human behavior are then placed within an empirical frame of reference through research. From a theory, the researcher can formulate a research problem or hypothesis stating the expected findings in certain empirical situations. The research asks the question: “What relationship between variables will be observed if theory aptly summarizes the state of affairs?” One can then design and carry out a systematic investigation to assess whether empirical data confirm or reject the hypothesis, and hence, the theory.

Interdisciplinary Perspectives Identifying a problem that forms the basis for a research study can come from academic movements and scholarship originating in disciplines outside of your primary area of study. This can be an intellectually stimulating exercise. A review of pertinent literature should include examining research from related disciplines that can reveal new avenues of exploration and analysis. An interdisciplinary approach to selecting a research problem offers an opportunity to construct a more comprehensive understanding of a very complex issue that any single discipline may be able to provide.

Interviewing Practitioners The identification of research problems about particular topics can arise from formal interviews or informal discussions with practitioners who provide insight into new directions for future research and how to make research findings more relevant to practice. Discussions with experts in the field, such as, teachers, social workers, health care providers, lawyers, business leaders, etc., offers the chance to identify practical, “real world” problems that may be understudied or ignored within academic circles. This approach also provides some practical knowledge which may help in the process of designing and conducting your study.

Personal Experience Don't undervalue your everyday experiences or encounters as worthwhile problems for investigation. Think critically about your own experiences and/or frustrations with an issue facing society or related to your community, your neighborhood, your family, or your personal life. This can be derived, for example, from deliberate observations of certain relationships for which there is no clear explanation or witnessing an event that appears harmful to a person or group or that is out of the ordinary.

Relevant Literature The selection of a research problem can be derived from a thorough review of pertinent research associated with your overall area of interest. This may reveal where gaps exist in understanding a topic or where an issue has been understudied. Research may be conducted to: 1) fill such gaps in knowledge; 2) evaluate if the methodologies employed in prior studies can be adapted to solve other problems; or, 3) determine if a similar study could be conducted in a different subject area or applied in a different context or to different study sample [i.e., different setting or different group of people]. Also, authors frequently conclude their studies by noting implications for further research; read the conclusion of pertinent studies because statements about further research can be a valuable source for identifying new problems to investigate. The fact that a researcher has identified a topic worthy of further exploration validates the fact it is worth pursuing.

III.  What Makes a Good Research Statement?

A good problem statement begins by introducing the broad area in which your research is centered, gradually leading the reader to the more specific issues you are investigating. The statement need not be lengthy, but a good research problem should incorporate the following features:

1.  Compelling Topic The problem chosen should be one that motivates you to address it but simple curiosity is not a good enough reason to pursue a research study because this does not indicate significance. The problem that you choose to explore must be important to you, but it must also be viewed as important by your readers and to a the larger academic and/or social community that could be impacted by the results of your study. 2.  Supports Multiple Perspectives The problem must be phrased in a way that avoids dichotomies and instead supports the generation and exploration of multiple perspectives. A general rule of thumb in the social sciences is that a good research problem is one that would generate a variety of viewpoints from a composite audience made up of reasonable people. 3.  Researchability This isn't a real word but it represents an important aspect of creating a good research statement. It seems a bit obvious, but you don't want to find yourself in the midst of investigating a complex research project and realize that you don't have enough prior research to draw from for your analysis. There's nothing inherently wrong with original research, but you must choose research problems that can be supported, in some way, by the resources available to you. If you are not sure if something is researchable, don't assume that it isn't if you don't find information right away--seek help from a librarian !

NOTE:   Do not confuse a research problem with a research topic. A topic is something to read and obtain information about, whereas a problem is something to be solved or framed as a question raised for inquiry, consideration, or solution, or explained as a source of perplexity, distress, or vexation. In short, a research topic is something to be understood; a research problem is something that needs to be investigated.

IV.  Asking Analytical Questions about the Research Problem

Research problems in the social and behavioral sciences are often analyzed around critical questions that must be investigated. These questions can be explicitly listed in the introduction [i.e., "This study addresses three research questions about women's psychological recovery from domestic abuse in multi-generational home settings..."], or, the questions are implied in the text as specific areas of study related to the research problem. Explicitly listing your research questions at the end of your introduction can help in designing a clear roadmap of what you plan to address in your study, whereas, implicitly integrating them into the text of the introduction allows you to create a more compelling narrative around the key issues under investigation. Either approach is appropriate.

The number of questions you attempt to address should be based on the complexity of the problem you are investigating and what areas of inquiry you find most critical to study. Practical considerations, such as, the length of the paper you are writing or the availability of resources to analyze the issue can also factor in how many questions to ask. In general, however, there should be no more than four research questions underpinning a single research problem.

Given this, well-developed analytical questions can focus on any of the following:

• Highlights a genuine dilemma, area of ambiguity, or point of confusion about a topic open to interpretation by your readers;
• Yields an answer that is unexpected and not obvious rather than inevitable and self-evident;
• Provokes meaningful thought or discussion;
• Raises the visibility of the key ideas or concepts that may be understudied or hidden;
• Suggests the need for complex analysis or argument rather than a basic description or summary; and,
• Offers a specific path of inquiry that avoids eliciting generalizations about the problem.

NOTE:   Questions of how and why concerning a research problem often require more analysis than questions about who, what, where, and when. You should still ask yourself these latter questions, however. Thinking introspectively about the who, what, where, and when of a research problem can help ensure that you have thoroughly considered all aspects of the problem under investigation and helps define the scope of the study in relation to the problem.

V.  Mistakes to Avoid

Beware of circular reasoning! Do not state the research problem as simply the absence of the thing you are suggesting. For example, if you propose the following, "The problem in this community is that there is no hospital," this only leads to a research problem where:

• The need is for a hospital
• The objective is to create a hospital
• The method is to plan for building a hospital, and
• The evaluation is to measure if there is a hospital or not.

This is an example of a research problem that fails the "So What?" test . In this example, the problem does not reveal the relevance of why you are investigating the fact there is no hospital in the community [e.g., perhaps there's a hospital in the community ten miles away]; it does not elucidate the significance of why one should study the fact there is no hospital in the community [e.g., that hospital in the community ten miles away has no emergency room]; the research problem does not offer an intellectual pathway towards adding new knowledge or clarifying prior knowledge [e.g., the county in which there is no hospital already conducted a study about the need for a hospital, but it was conducted ten years ago]; and, the problem does not offer meaningful outcomes that lead to recommendations that can be generalized for other situations or that could suggest areas for further research [e.g., the challenges of building a new hospital serves as a case study for other communities].

Alvesson, Mats and Jörgen Sandberg. “Generating Research Questions Through Problematization.” Academy of Management Review 36 (April 2011): 247-271 ; Choosing and Refining Topics. Writing@CSU. Colorado State University; D'Souza, Victor S. "Use of Induction and Deduction in Research in Social Sciences: An Illustration." Journal of the Indian Law Institute 24 (1982): 655-661; Ellis, Timothy J. and Yair Levy Nova. "Framework of Problem-Based Research: A Guide for Novice Researchers on the Development of a Research-Worthy Problem." Informing Science: the International Journal of an Emerging Transdiscipline 11 (2008); How to Write a Research Question. The Writing Center. George Mason University; Invention: Developing a Thesis Statement. The Reading/Writing Center. Hunter College; Problem Statements PowerPoint Presentation. The Writing Lab and The OWL. Purdue University; Procter, Margaret. Using Thesis Statements. University College Writing Centre. University of Toronto; Shoket, Mohd. "Research Problem: Identification and Formulation." International Journal of Research 1 (May 2014): 512-518; Trochim, William M.K. Problem Formulation. Research Methods Knowledge Base. 2006; Thesis and Purpose Statements. The Writer’s Handbook. Writing Center. University of Wisconsin, Madison; Thesis Statements. The Writing Center. University of North Carolina; Tips and Examples for Writing Thesis Statements. The Writing Lab and The OWL. Purdue University; Pardede, Parlindungan. “Identifying and Formulating the Research Problem." Research in ELT: Module 4 (October 2018): 1-13; Walk, Kerry. Asking an Analytical Question. [Class handout or worksheet]. Princeton University; White, Patrick. Developing Research Questions: A Guide for Social Scientists . New York: Palgrave McMillan, 2009; Li, Yanmei, and Sumei Zhang. "Identifying the Research Problem." In Applied Research Methods in Urban and Regional Planning . (Cham, Switzerland: Springer International Publishing, 2022), pp. 13-21.

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Action research in the classroom: A teacher's guide

November 26, 2021

Discover best practices for action research in the classroom, guiding teachers on implementing and facilitating impactful studies in schools.

Main, P (2021, November 26). Action research in the classroom: A teacher's guide. Retrieved from https://www.structural-learning.com/post/action-research-in-the-classroom-a-teachers-guide

What is action research?

Action research is a participatory process designed to empower educators to examine and improve their own practice. It is characterized by a cycle of planning , action, observation, and reflection, with the goal of achieving a deeper understanding of practice within educational contexts. This process encourages a wide range of approaches and can be adapted to various social contexts.

At its core, action research involves critical reflection on one's actions as a basis for improvement. Senior leaders and teachers are guided to reflect on their educational strategies , classroom management, and student engagement techniques. It's a collaborative effort that often involves not just the teachers but also the students and other stakeholders, fostering an inclusive process that values the input of all participants.

The action research process is iterative, with each cycle aiming to bring about a clearer understanding and improvement in practice. It typically begins with the identification of real-world problems within the school environment, followed by a circle of planning where strategies are developed to address these issues. The implementation of these strategies is then observed and documented, often through journals or participant observation, allowing for reflection and analysis.

The insights gained from action research contribute to Organization Development, enhancing the quality of teaching and learning. This approach is strongly aligned with the principles of Quality Assurance in Education, ensuring that the actions taken are effective and responsive to the needs of the school community.

Educators can share their findings in community forums or through publications in journals, contributing to the wider theory about practice . Tertiary education sector often draws on such studies to inform teacher training and curriculum development.

In summary, the significant parts of action research include:

• A continuous cycle of planning, action, observation, and reflection.
• A focus on reflective practice to achieve a deeper understanding of educational methodologies.
• A commitment to inclusive and participatory processes that engage the entire school community.

Creating an action research project

The action research process usually begins with a situation or issue that a teacher wants to change as part of school improvement initiatives .

Teachers get support in changing the ' interesting issue ' into a 'researchable question' and then taking to experiment. The teacher will draw on the outcomes of other researchers to help build actions and reveal the consequences .

Participatory action research is a strategy to the enquiry which has been utilised since the 1940s. Participatory action involves researchers and other participants taking informed action to gain knowledge of a problematic situation and change it to bring a positive effect. As an action researcher , a teacher carries out research . Enquiring into their practice would lead a teacher to question the norms and assumptions that are mostly overlooked in normal school life . Making a routine of inquiry can provide a commitment to learning and professional development . A teacher-researcher holds the responsibility for being the source and agent of change.

Examples of action research projects in education include a teacher working with students to improve their reading comprehension skills , a group of teachers collaborating to develop and implement a new curriculum, or a school administrator conducting a study on the effectiveness of a school-wide behavior management program.

In each of these cases, the research is aimed at improving the educational experience for students and addressing a specific issue or problem within the school community . Action research can be a powerful tool for educators to improve their practice and make a positive impact on their students' learning.

Potential research questions could include:

• How can dual-coding be used to improve my students memory ?
• Does mind-mapping lead to creativity?
• How does Oracy improve my classes writing?
• How can we advance critical thinking in year 10?
• How can graphic organisers be used for exam preparation?

Regardless of the types of action research your staff engage in, a solid cycle of inquiry is an essential aspect of the action research spiral. Building in the process of reflection will ensure that key points of learning can be extracted from the action research study.

What is an action research cycle?

Action research in education is a cycle of reflection and action inquiry , which follows these steps:

1. Identifying the problem

It is the first stage of action research that starts when a teacher identifies a problem or question that they want to address. To make an a ction research approach successful, the teacher needs to ensure that the questions are the ones 'they' wish to solve. Their questions might involve social sciences, instructional strategies, everyday life and social management issues, guide for students analytical research methods for improving specific student performance or curriculum implementation etc. Teachers may seek help from a wide variety of existing literature , to find strategies and solutions that others have executed to solve any particular problem. It is also suggested to build a visual map or a table of problems, target performances, potential solutions and supporting references in the middle.

2. Developing an Action Plan

After identifying the problem, after r eviewing the relevant literature and describing the vision of how to solve the problem; the next step would be action planning which means to develop a plan of action . Action planning involves studying the literature and brainstorming can be used by the action research planner to create new techniques and strategies that can generate better results of both action learning and action research. One may go back to the visual map or table of contents and reorder or colour-code the potential outcomes. The items in the list can be ranked in order of significance and the amount of time needed for these strategies.

An action plan has the details of how to implement each idea and the factors that may keep them from their vision of success . Identify those factors that cannot be changed –these are the constants in an equation. The focus of action research at the planning stage must remain focused on the variables –the factors that can be changed using actions. An action plan must be how to implement a solution and how one's instruction, management style, and behaviour will affect each of the variables.

3. Data Collection

Before starting to implement a plan of action , the researcher must have a complete understanding of action research and must have knowledge of the type of data that may help in the success of the plan and must assess how to collect that data. For instance, if the goal is to improve class attendance, attendance records must be collected as useful data for the participatory action. If the goal is to improve time management, the data may include students and classroom observations . There are many options to choose from to collect data from. Selecting the most suitable methodology for data collection will provide more meaningful , accurate and valid data. Some sources of data are interviews and observation. Also, one may administer surveys , distribute questionnaires and watch videotapes of the classroom to collect data.

4. Data Analysis and Conclusions

At this action stage, an action researcher analyses the collected data and concludes. It is suggested to assess the data during the predefined process of data collection as it will help refine the action research agenda. If the collected data seems insufficient , the data collection plan must be revised. Data analysis also helps to reflect on what exactly happened. Did the action researcher perform the actions as planned? Were the study outcomes as expected? Which assumptions of the action researcher proved to be incorrect?

Adding details such as tables, opinions, and recommendations can help in identifying trends (correlations and relationships). One must share the findings while analysing data and drawing conclusions . Engaging in conversations for teacher growth is essential; hence, the action researcher would share the findings with other teachers through discussion of action research, who can yield useful feedback. One may also share the findings with students, as they can also provide additional insight . For example, if teachers and students agree with the conclusions of action research for educational change, it adds to the credibility of the data collection plan and analysis. If they don't seem to agree with the data collection plan and analysis , the action researchers may take informed action and refine the data collection plan and reevaluate conclusions .

5. Modifying the Educational Theory and Repeat

After concluding, the process begins again. The teacher can adjust different aspects of the action research approach to theory or make it more specific according to the findings . Action research guides how to change the steps of action research development, how to modify the action plan , and provide better access to resources, start data collection once again, or prepare new questions to ask from the respondents.

6. Report the Findings

Since the main approach to action research involves the informed action to introduce useful change into the classroom or schools, one must not forget to share the outcomes with others. Sharing the outcomes would help to further reflect on the problem and process, and it would help other teachers to use these findings to enhance their professional practice as an educator. One may print book and share the experience with the school leaders, principal, teachers and students as they served as guide to action research. Or, a community action researcher may present community-based action research at a conference so people from other areas can take advantage of this collaborative action. Also, teachers may use a digital storytelling tool to outline their results.

There are plenty of creative tools we can use to bring the research projects to life. We have seen videos, podcasts and research posters all being used to communicate the results of these programs. Community action research is a unique way to present details of the community-related adventures in the teacher profession, cultivate expertise and show how teachers think about education , so it is better to find unique ways to report the findings of community-led action research.

Final thoughts on action-research for teachers

As we have seen, action research can be an effective form of professional development, illuminating the path for teachers and school leaders seeking to refine their craft. This cyclical process of inquiry and reflection is not merely a methodological pursuit but a profound professional journey. The definition of action research, as a systematic inquiry conducted by teachers, administrators, and other stakeholders in the teaching/learning environment, emphasizes the collaborative nature of improving educational strategies and outcomes.

Action research transcends traditional disciplinary practices by immersing educators in the social contexts of their work, prompting them to question and adapt their methods to meet the evolving needs of their students . It is a form of reflective practice that demands critical thinking and flexibility, as one navigates through the iterative stages of planning, acting, observing, and reflecting.

The process of action research is inherently participatory, encouraging educators to engage with their learning communities to address key issues and social issues that impact educational settings. This method empowers professionals within universities and schools alike to take ownership of their learning and development, fostering a culture of continuous improvement and participatory approaches.

In summary, action research encapsulates the essence of what it means to be a learning professional in a dynamic educational landscape. It is the embodiment of a commitment to lifelong learning and a testament to the capacity of educators to enact change . The value of action research lies in its ability to transform practitioners into researchers, where the quest for knowledge becomes a powerful conduit for change and innovation. Thus, for educators at every level, embracing the rigorous yet rewarding path of action research can unveil potent insights and propel educational practice to new heights.

Key Papers on Action Research

• Utilizing Action Research During Student Teaching by James O. Barbre and Brenda J. Buckner (2013): This study explores how action research can be effectively utilized during student teaching to enhance professional pedagogical disposition through active reflection. It emphasizes developing a reflective habit of mind crucial for teachers to be effective in their classrooms and adaptive to the changing needs of their students.
• Repositioning T eacher Action Research in Science Teacher Education by B. Capobianco and A. Feldman (2010): This paper discusses the promotion of action research as a way for teachers to improve their practice and students' learning for over 50 years, focusing on science education. It highlights the importance of action research in advancing knowledge about teaching and learning in science.
• Action research and teacher leadership by K. Smeets and P. Ponte (2009): This article reports on a case study into the influence and impact of action research carried out by teachers in a special school. It found that action research not only helps teachers to get to grips with their work in the classroom but also has an impact on the work of others in the school.
• Teaching about the Nature of Science through History: Action Research in the Classroom by J. Solomon, Jon Duveen, Linda Scot, S. McCarthy (1992): This article reports on 18 months of action research monitoring British pupils' learning about the nature of science using historical aspects. It indicates areas of substantial progress in pupils' understanding of the nature of science.
• Action Research in the Classroom by V. Baumfield, E. Hall, K. Wall (2008): This comprehensive guide to conducting action research in the classroom covers various aspects, including deciding on a research question, choosing complementary research tools, collecting and interpreting data, and sharing findings. It aims to move classroom inquiry forward and contribute to professional development.

These studies highlight the significant role of action research in enhancing teacher effectiveness, student learning outcomes, and contributing to the broader educational community's knowledge and practices.

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4 Preparing for Action Research in the Classroom: Practical Issues

ESSENTIAL QUESTIONS

• What sort of considerations are necessary to take action in your educational context?
• How do you facilitate an action plan without disrupting your teaching?
• How do you respond when the unplanned happens during data collection?

An action research project is a practical endeavor that will ultimately be shaped by your educational context and practice. Now that you have developed a literature review, you are ready to revise your initial plans and begin to plan your project. This chapter will provide some advice about your considerations when undertaking an action research project in your classroom.

Maintain Focus

Hopefully, you found a lot a research on your topic. If so, you will now have a better understanding of how it fits into your area and field of educational research. Even though the topic and area you are researching may not be small, your study itself should clearly focus on one aspect of the topic in your classroom. It is important to maintain clarity about what you are investigating because a lot will be going on simultaneously during the research process and you do not want to spend precious time on erroneous aspects that are irrelevant to your research.

Even though you may view your practice as research, and vice versa, you might want to consider your research project as a projection or megaphone for your work that will bring attention to the small decisions that make a difference in your educational context. From experience, our concern is that you will find that researching one aspect of your practice will reveal other interconnected aspects that you may find interesting, and you will disorient yourself researching in a confluence of interests, commitments, and purposes. We simply want to emphasize – don’t try to research everything at once. Stay focused on your topic, and focus on exploring it in depth, instead of its many related aspects. Once you feel you have made progress in one aspect, you can then progress to other related areas, as new research projects that continue the research cycle.

Identify a Clear Research Question

Your literature review should have exposed you to an array of research questions related to your topic. More importantly, your review should have helped identify which research questions we have addressed as a field, and which ones still need to be addressed . More than likely your research questions will resemble ones from your literature review, while also being distinguishable based upon your own educational context and the unexplored areas of research on your topic.

Regardless of how your research question took shape, it is important to be clear about what you are researching in your educational context. Action research questions typically begin in ways related to “How does … ?” or “How do I/we … ?”, for example:

Research Question Examples

• How does a semi-structured morning meeting improve my classroom community?
• How does historical fiction help students think about people’s agency in the past?
• How do I improve student punctuation use through acting out sentences?
• How do we increase student responsibility for their own learning as a team of teachers?

I particularly favor questions with I or we, because they emphasize that you, the actor and researcher, will be clearly taking action to improve your practice. While this may seem rather easy, you need to be aware of asking the right kind of question. One issue is asking a too pointed and closed question that limits the possibility for analysis. These questions tend to rely on quantitative answers, or yes/no answers. For example, “How many students got a 90% or higher on the exam, after reviewing the material three times?

Another issue is asking a question that is too broad, or that considers too many variables. For example, “How does room temperature affect students’ time-on-task?” These are obviously researchable questions, but the aim is a cause-and-effect relationship between variables that has little or no value to your daily practice.

I also want to point out that your research question will potentially change as the research develops. If you consider the question:

As you do an activity, you may find that students are more comfortable and engaged by acting sentences out in small groups, instead of the whole class. Therefore, your question may shift to:

• How do I improve student punctuation use through acting out sentences, in small groups ?

By simply engaging in the research process and asking questions, you will open your thinking to new possibilities and you will develop new understandings about yourself and the problematic aspects of your educational context.

Understand Your Capabilities and Know that Change Happens Slowly

Similar to your research question, it is important to have a clear and realistic understanding of what is possible to research in your specific educational context. For example, would you be able to address unsatisfactory structures (policies and systems) within your educational context? Probably not immediately, but over time you potentially could. It is much more feasible to think of change happening in smaller increments, from within your own classroom or context, with you as one change agent. For example, you might find it particularly problematic that your school or district places a heavy emphasis on traditional grades, believing that these grades are often not reflective of the skills students have or have not mastered. Instead of attempting to research grading practices across your school or district, your research might instead focus on determining how to provide more meaningful feedback to students and parents about progress in your course. While this project identifies and addresses a structural issue that is part of your school and district context, to keep things manageable, your research project would focus the outcomes on your classroom. The more research you do related to the structure of your educational context the more likely modifications will emerge. The more you understand these modifications in relation to the structural issues you identify within your own context, the more you can influence others by sharing your work and enabling others to understand the modification and address structural issues within their contexts. Throughout your project, you might determine that modifying your grades to be standards-based is more effective than traditional grades, and in turn, that sharing your research outcomes with colleagues at an in-service presentation prompts many to adopt a similar model in their own classrooms. It can be defeating to expect the world to change immediately, but you can provide the spark that ignites coordinated changes. In this way, action research is a powerful methodology for enacting social change. Action research enables individuals to change their own lives, while linking communities of like-minded practitioners who work towards action.

Plan Thoughtfully

Planning thoughtfully involves having a path in mind, but not necessarily having specific objectives. Due to your experience with students and your educational context, the research process will often develop in ways as you expected, but at times it may develop a little differently, which may require you to shift the research focus and change your research question. I will suggest a couple methods to help facilitate this potential shift. First, you may want to develop criteria for gauging the effectiveness of your research process. You may need to refine and modify your criteria and your thinking as you go. For example, we often ask ourselves if action research is encouraging depth of analysis beyond my typical daily pedagogical reflection. You can think about this as you are developing data collection methods and even when you are collecting data. The key distinction is whether the data you will be collecting allows for nuance among the participants or variables. This does not mean that you will have nuance, but it should allow for the possibility. Second, criteria are shaped by our values and develop into standards of judgement. If we identify criteria such as teacher empowerment, then we will use that standard to think about the action contained in our research process. Our values inform our work; therefore, our work should be judged in relation to the relevance of our values in our pedagogy and practice.

Does Your Timeline Work?

While action research is situated in the temporal span that is your life, your research project is short-term, bounded, and related to the socially mediated practices within your educational context. The timeline is important for bounding, or setting limits to your research project, while also making sure you provide the right amount of time for the data to emerge from the process.

For example, if you are thinking about examining the use of math diaries in your classroom, you probably do not want to look at a whole semester of entries because that would be a lot of data, with entries related to a wide range of topics. This would create a huge data analysis endeavor. Therefore, you may want to look at entries from one chapter or unit of study. Also, in terms of timelines, you want to make sure participants have enough time to develop the data you collect. Using the same math example, you would probably want students to have plenty of time to write in the journals, and also space out the entries over the span of the chapter or unit.

In relation to the examples, we think it is an important mind shift to not think of research timelines in terms of deadlines. It is vitally important to provide time and space for the data to emerge from the participants. Therefore, it would be potentially counterproductive to rush a 50-minute data collection into 20 minutes – like all good educators, be flexible in the research process.

Involve Others

It is important to not isolate yourself when doing research. Many educators are already isolated when it comes to practice in their classroom. The research process should be an opportunity to engage with colleagues and open up your classroom to discuss issues that are potentially impacting your entire educational context. Think about the following relationships:

Research participants

You may invite a variety of individuals in your educational context, many with whom you are in a shared situation (e.g. colleagues, administrators). These participants may be part of a collaborative study, they may simply help you develop data collection instruments or intervention items, or they may help to analyze and make sense of the data. While the primary research focus will be you and your learning, you will also appreciate how your learning is potentially influencing the quality of others’ learning.

We always tell educators to be public about your research, or anything exciting that is happening in your educational context, for that matter. In terms of research, you do not want it to seem mysterious to any stakeholder in the educational context. Invite others to visit your setting and observe your research process, and then ask for their formal feedback. Inviting others to your classroom will engage and connect you with other stakeholders, while also showing that your research was established in an ethic of respect for multiple perspectives.

Critical friends or validators

Using critical friends is one way to involve colleagues and also validate your findings and conclusions. While your positionality will shape the research process and subsequently your interpretations of the data, it is important to make sure that others see similar logic in your process and conclusions. Critical friends or validators provide some level of certification that the frameworks you use to develop your research project and make sense of your data are appropriate for your educational context. Your critical friends and validators’ suggestions will be useful if you develop a report or share your findings, but most importantly will provide you confidence moving forward.

Potential researchers

As an educational researcher, you are involved in ongoing improvement plans and district or systemic change. The flexibility of action research allows it to be used in a variety of ways, and your initial research can spark others in your context to engage in research either individually for their own purposes, or collaboratively as a grade level, team, or school. Collaborative inquiry with other educators is an emerging form of professional learning and development for schools with school improvement plans. While they call it collaborative inquiry, these schools are often using an action research model. It is good to think of all of your colleagues as potential research collaborators in the future.

Prioritize Ethical Practice

Try to always be cognizant of your own positionality during the action research process, its relation to your educational context, and any associated power relation to your positionality. Furthermore, you want to make sure that you are not coercing or engaging participants into harmful practices. While this may seem obvious, you may not even realize you are harming your participants because you believe the action is necessary for the research process.

For example, commonly teachers want to try out an intervention that will potentially positively impact their students. When the teacher sets up the action research study, they may have a control group and an experimental group. There is potential to impair the learning of one of these groups if the intervention is either highly impactful or exceedingly worse than the typical instruction. Therefore, teachers can sometimes overlook the potential harm to students in pursuing an experimental method of exploring an intervention.

If you are working with a university researcher, ethical concerns will be covered by the Institutional Review Board (IRB). If not, your school or district may have a process or form that you would need to complete, so it would beneficial to check your district policies before starting. Other widely accepted aspects of doing ethically informed research, include:

Confirm Awareness of Study and Negotiate Access – with authorities, participants and parents, guardians, caregivers and supervisors (with IRB this is done with Informed Consent).

• Promise to Uphold Confidentiality – Uphold confidentiality, to your fullest ability, to protect information, identity and data. You can identify people if they indicate they want to be recognized for their contributions.
• Ensure participants’ rights to withdraw from the study at any point .
• Make sure data is secured, either on password protected computer or lock drawer .

Prepare to Problematize your Thinking

Educational researchers who are more philosophically-natured emphasize that research is not about finding solutions, but instead is about creating and asking new and more precise questions. This is represented in the action research process shown in the diagrams in Chapter 1, as Collingwood (1939) notes the aim in human interaction is always to keep the conversation open, while Edward Said (1997) emphasized that there is no end because whatever we consider an end is actually the beginning of something entirely new. These reflections have perspective in evaluating the quality in research and signifying what is “good” in “good pedagogy” and “good research”. If we consider that action research is about studying and reflecting on one’s learning and how that learning influences practice to improve it, there is nothing to stop your line of inquiry as long as you relate it to improving practice. This is why it is necessary to problematize and scrutinize our practices.

Ethical Dilemmas for Educator-Researchers

Classroom teachers are increasingly expected to demonstrate a disposition of reflection and inquiry into their own practice. Many advocate for schools to become research centers, and to produce their own research studies, which is an important advancement in acknowledging and addressing the complexity in today’s schools. When schools conduct their own research studies without outside involvement, they bypass outside controls over their studies. Schools shift power away from the oversight of outside experts and ethical research responsibilities are shifted to those conducting the formal research within their educational context. Ethics firmly grounded and established in school policies and procedures for teaching, becomes multifaceted when teaching practice and research occur simultaneously. When educators conduct research in their classrooms, are they doing so as teachers or as researchers, and if they are researchers, at what point does the teaching role change to research? Although the notion of objectivity is a key element in traditional research paradigms, educator-based research acknowledges a subjective perspective as the educator-researcher is not viewed separately from the research. In action research, unlike traditional research, the educator as researcher gains access to the research site by the nature of the work they are paid and expected to perform. The educator is never detached from the research and remains at the research site both before and after the study. Because studying one’s practice comprises working with other people, ethical deliberations are inevitable. Educator-researchers confront role conflict and ambiguity regarding ethical issues such as informed consent from participants, protecting subjects (students) from harm, and ensuring confidentiality. They must demonstrate a commitment toward fully understanding ethical dilemmas that present themselves within the unique set of circumstances of the educational context. Questions about research ethics can feel exceedingly complex and in specific situations, educator- researchers require guidance from others.

Think about it this way. As a part-time historian and former history teacher I often problematized who we regard as good and bad people in history. I (Clark) grew up minutes from Jesse James’ childhood farm. Jesse James is a well-documented thief, and possibly by today’s standards, a terrorist. He is famous for daylight bank robberies, as well as the sheer number of successful robberies. When Jesse James was assassinated, by a trusted associate none-the-less, his body travelled the country for people to see, while his assailant and assailant’s brother reenacted the assassination over 1,200 times in theaters across the country. Still today in my hometown, they reenact Jesse James’ daylight bank robbery each year at the Fall Festival, immortalizing this thief and terrorist from our past. This demonstrates how some people saw him as somewhat of hero, or champion of some sort of resistance, both historically and in the present. I find this curious and ripe for further inquiry, but primarily it is problematic for how we think about people as good or bad in the past. Whatever we may individually or collectively think about Jesse James as a “good” or “bad” person in history, it is vitally important to problematize our thinking about him. Talking about Jesse James may seem strange, but it is relevant to the field of action research. If we tell people that we are engaging in important and “good” actions, we should be prepared to justify why it is “good” and provide a theoretical, epistemological, or ontological rationale if possible. Experience is never enough, you need to justify why you act in certain ways and not others, and this includes thinking critically about your own thinking.

Educators who view inquiry and research as a facet of their professional identity must think critically about how to design and conduct research in educational settings to address respect, justice, and beneficence to minimize harm to participants. This chapter emphasized the due diligence involved in ethically planning the collection of data, and in considering the challenges faced by educator-researchers in educational contexts.

Planning Action

After the thinking about the considerations above, you are now at the stage of having selected a topic and reflected on different aspects of that topic. You have undertaken a literature review and have done some reading which has enriched your understanding of your topic. As a result of your reading and further thinking, you may have changed or fine-tuned the topic you are exploring. Now it is time for action. In the last section of this chapter, we will address some practical issues of carrying out action research, drawing on both personal experiences of supervising educator-researchers in different settings and from reading and hearing about action research projects carried out by other researchers.

Engaging in an action research can be a rewarding experience, but a beneficial action research project does not happen by accident – it requires careful planning, a flexible approach, and continuous educator-researcher reflection. Although action research does not have to go through a pre-determined set of steps, it is useful here for you to be aware of the progression which we presented in Chapter 2. The sequence of activities we suggested then could be looked on as a checklist for you to consider before planning the practical aspects of your project.

We also want to provide some questions for you to think about as you are about to begin.

• Have you identified a topic for study?
• What is the specific context for the study? (It may be a personal project for you or for a group of researchers of which you are a member.)
• Have you read a sufficient amount of the relevant literature?
• Have you developed your research question(s)?
• Have you assessed the resource needed to complete the research?

As you start your project, it is worth writing down:

• a working title for your project, which you may need to refine later;
• the background of the study , both in terms of your professional context and personal motivation;
• the aims of the project;
• the specific outcomes you are hoping for.

Although most of the models of action research presented in Chapter 1 suggest action taking place in some pre-defined order, they also allow us the possibility of refining our ideas and action in the light of our experiences and reflections. Changes may need to be made in response to your evaluation and your reflections on how the project is progressing. For example, you might have to make adjustments, taking into account the students’ responses, your observations and any observations of your colleagues. All this is very useful and, in fact, it is one of the features that makes action research suitable for educational research.

Action research planning sheet

In the past, we have provided action researchers with the following planning list that incorporates all of these considerations. Again, like we have said many times, this is in no way definitive, or lock-in-step procedure you need to follow, but instead guidance based on our perspective to help you engage in the action research process. The left column is the simplified version, and the right column offers more specific advice if need.

Figure 4.1 Planning Sheet for Action Research

Action Research Copyright © by J. Spencer Clark; Suzanne Porath; Julie Thiele; and Morgan Jobe is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License , except where otherwise noted.

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How to Define a Research Problem | Ideas & Examples

Published on 8 November 2022 by Shona McCombes and Tegan George.

A research problem is a specific issue or gap in existing knowledge that you aim to address in your research. You may choose to look for practical problems aimed at contributing to change, or theoretical problems aimed at expanding knowledge.

Some research will do both of these things, but usually the research problem focuses on one or the other. The type of research problem you choose depends on your broad topic of interest and the type of research you think will fit best.

This article helps you identify and refine a research problem. When writing your research proposal or introduction , formulate it as a problem statement and/or research questions .

Table of contents

Why is the research problem important, step 1: identify a broad problem area, step 2: learn more about the problem, frequently asked questions about research problems.

Having an interesting topic isn’t a strong enough basis for academic research. Without a well-defined research problem, you are likely to end up with an unfocused and unmanageable project.

You might end up repeating what other people have already said, trying to say too much, or doing research without a clear purpose and justification. You need a clear problem in order to do research that contributes new and relevant insights.

Whether you’re planning your thesis , starting a research paper , or writing a research proposal , the research problem is the first step towards knowing exactly what you’ll do and why.

Prevent plagiarism, run a free check.

As you read about your topic, look for under-explored aspects or areas of concern, conflict, or controversy. Your goal is to find a gap that your research project can fill.

Practical research problems

If you are doing practical research, you can identify a problem by reading reports, following up on previous research, or talking to people who work in the relevant field or organisation. You might look for:

• Issues with performance or efficiency
• Processes that could be improved
• Areas of concern among practitioners
• Difficulties faced by specific groups of people

Examples of practical research problems

Voter turnout in New England has been decreasing, in contrast to the rest of the country.

The HR department of a local chain of restaurants has a high staff turnover rate.

A non-profit organisation faces a funding gap that means some of its programs will have to be cut.

Theoretical research problems

If you are doing theoretical research, you can identify a research problem by reading existing research, theory, and debates on your topic to find a gap in what is currently known about it. You might look for:

• A phenomenon or context that has not been closely studied
• A contradiction between two or more perspectives
• A situation or relationship that is not well understood
• A troubling question that has yet to be resolved

Examples of theoretical research problems

The effects of long-term Vitamin D deficiency on cardiovascular health are not well understood.

The relationship between gender, race, and income inequality has yet to be closely studied in the context of the millennial gig economy.

Historians of Scottish nationalism disagree about the role of the British Empire in the development of Scotland’s national identity.

Next, you have to find out what is already known about the problem, and pinpoint the exact aspect that your research will address.

Context and background

• Who does the problem affect?
• Is it a newly-discovered problem, or a well-established one?
• What research has already been done?
• What, if any, solutions have been proposed?
• What are the current debates about the problem? What is missing from these debates?

Specificity and relevance

• What particular place, time, and/or group of people will you focus on?
• What aspects will you not be able to tackle?
• What will the consequences be if the problem is not resolved?

Example of a specific research problem

A local non-profit organisation focused on alleviating food insecurity has always fundraised from its existing support base. It lacks understanding of how best to target potential new donors. To be able to continue its work, the organisation requires research into more effective fundraising strategies.

Once you have narrowed down your research problem, the next step is to formulate a problem statement , as well as your research questions or hypotheses .

Once you’ve decided on your research objectives , you need to explain them in your paper, at the end of your problem statement.

Keep your research objectives clear and concise, and use appropriate verbs to accurately convey the work that you will carry out for each one.

I will compare …

The way you present your research problem in your introduction varies depending on the nature of your research paper . A research paper that presents a sustained argument will usually encapsulate this argument in a thesis statement .

A research paper designed to present the results of empirical research tends to present a research question that it seeks to answer. It may also include a hypothesis – a prediction that will be confirmed or disproved by your research.

Research objectives describe what you intend your research project to accomplish.

They summarise the approach and purpose of the project and help to focus your research.

Your objectives should appear in the introduction of your research paper , at the end of your problem statement .

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The "Threshold of Certainty" and Other Dilemmas

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Clark, M. A., Chiang, H. S., Silva, T., McConnell, S., Sonnenfeld, K., Erbe, A., et al. (2013). The effectiveness of secondary math teachers from Teach for America and the teaching fellows programs (NCEE 2013-4015). Washington, D.C.: National Center for Education Evaluation and Regional Assistance, Institute of Education Sciences, U.S. Department of Education.

Cuevas, J., & Dawson, B. L. (2018). A test of two alternative cognitive processing models: Learning styles and dual coding. Theory and Research in Education, 16 , 40–64.

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Daniel T. Willingham is professor of psychology at the University of Virginia. He is the author of several books, including Why Don’t Students Like School? (Jossey-Bass, 2010) and most recently Outsmart Your Brain (Gallery, 2023).

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Understanding How Digital Media Affects Child Development

Technology and digital media have become ubiquitous parts of our daily lives. Screen time among children and adolescents was high before COVID-19 emerged, and it has further risen during the pandemic, thanks in part to the lack of in-person interactions.  

In this increasingly digital world, we must strive to better understand how technology and media affect development, health outcomes, and interpersonal relationships. In fact, the fiscal year 2023 federal budget sets aside no less than $15 million within NICHD’s appropriation to investigate the effects of technology use and media consumption on infant, child, and adolescent development.

Parents may not closely oversee their children’s media use, especially as children gain independence. However, many scientific studies of child and adolescent media use have relied on parents’ recollections of how much time the children spent in front of a screen. By using software embedded within mobile devices to calculate children’s actual use, NICHD-supported researchers found that parent reports were inaccurate more often than they were on target. A little more than one-third of parents in the study underestimated their children’s usage, and nearly the same proportion overestimated it. With a recent grant award from NICHD, researchers at Baylor College of Medicine plan to overcome the limitation of relying on parental reports by using a novel technology to objectively monitor preschool-age children’s digital media use. They ultimately aim to identify the short- and long-term influences of technology and digital media use on children’s executive functioning, sleep patterns, and weight. This is one of three multi-project program grants awarded in response to NICHD’s recent funding opportunity announcement inviting proposals to examine how digital media exposure and use impact developmental trajectories and health outcomes in early childhood or adolescence. Another grant supports research to characterize the context, content, and use of digital media among children ages 1 to 8 years and to examine associations with the development of emotional regulation and social competence. A third research program seeks to better characterize the complex relationships between social media content, behaviors, brain activity, health, and well-being during adolescence.

I look forward to the findings from these ongoing projects and other studies that promise to inform guidance for technology and media use among children and adolescents. Additionally, the set-aside funding for the current fiscal year will allow us to further expand research in this area. These efforts will help us advance toward our aspirational goal to discover how technology exposure and media use affect developmental trajectories, health outcomes, and parent-child interactions.

USC Leonard Davis School of Gerontology: Transforming Aging Through Pioneering Research, Education, and Community Engagement (Higher Education Digest)

Home » USC Leonard Davis School of Gerontology: Transforming Aging Through Pioneering Research, Education, and Community Engagement (Higher Education Digest)

Higher Education Digest published a feature on the USC Leonard Davis School, noting that the school has been at the forefront of exploring the biological, sociological, psychological, and policy dimensions of aging and has made significant strides in understanding and addressing the challenges and opportunities presented by increasing life expectancy worldwide.

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Opinion The problem with diversity statements — and what to do about them

DEI statements have too often led to self-censorship and ideological policing.

As the United States reckoned with racial inequality during and after the 2020 Black Lives Matter protests, many saw Diversity, Equity and Inclusion (DEI) programs as a way to address the issues in higher education. As part of the trend, many schools began requiring candidates for teaching positions to submit DEI statements. In these statements, potential hires explain how they would advance diversity, equity and inclusion in their teaching and research activities. One 2021 study found that about one-third of job postings at elite universities required them.

Now, however, some in academia are starting to express second thoughts about this practice. In April, Harvard Law School professor Randall L. Kennedy urged abolition of DEI statements, arguing that they amount to “compulsion” and “ideological litmus tests.” Not long after Mr. Kennedy’s article appeared, the Massachusetts Institute of Technology became the first top university to voluntarily end their use. The decision came after extensive consultations among all six of the school’s academic deans. MIT’s president, Sally Kornbluth, explained : “We can build an inclusive environment in many ways, but compelled statements impinge on freedom of expression, and they don’t work.”

In doing away with DEI statements, MIT was not abandoning the goals of greater diversity, equity and inclusion, which remain not only valid but also vital. DEI programs can have an important place. They should not be abolished or undermined — as red states such as Florida and Texas have done, by forbidding the use of state funds for DEI in public universities. Reshaping universities via such a heavy-handed use of state power could set a dangerous precedent for academic freedom more generally.

And yet as a specific policy, DEI statements advance their declared objectives at too high a cost. In fact, they stoke what Mr. Kennedy, a self-described “scholar on the left,” who formerly served as a law clerk for Justice Thurgood Marshall, called “intense and growing resentment” among academics. Not surprisingly, 90 percent of self-described conservative faculty view the statements as political litmus tests, but so do more than 50 percent of moderates and even one-quarter of liberals, according to a survey by the Foundation for Individual Rights and Expression, a nonpartisan watchdog group specializing in campus free speech issues.

Because the criteria for acceptable DEI statements are often vague, jobseekers must do the work of anticipating the ideological and political preferences of university administrators and faculty, who are disproportionately left-leaning . The MIT Communication Lab, for instance, explained that a diversity statement is an “opportunity to show that you care about the inclusion of many forms of identity in academia and in your field, including but not limited to gender, race/ethnicity, age, nationality, sexual orientation, religion, and ability status” and notes “it may be appropriate to acknowledge aspects of your own marginalized identity and/or your own privilege.” Harvard University’s Bok Center for Teaching and Learning included a list of guiding questions including, “Do you seek to identify and mitigate how inequitable and colonial social systems are reinforced in the academy by attending to and adjusting the power dynamics in your courses?”

Yet jobseekers who disagree with the ideological premises of such inquiries have an overwhelming incentive to suppress their true beliefs, or pretend to have the “right” ones, lest they be eliminated from consideration. It’s a dilemma, especially given the high stakes: As the University of California at Davis’s vice chancellor for DEI explained, “In these searches, it is the candidate’s diversity statement that is considered first; only those who submit persuasive and inspiring statements can advance for complete consideration.” In one faculty search at University of California at Berkeley, around 75 percent of applicants were screened out of consideration — irrespective of criteria such as teaching ability and research skills. Small wonder that many applicants engage in what Daniel Sargent, a history professor at UC Berkeley, calls “ performative dishonesty .”

The last thing academia — or the country — needs is another incentive for people to be insincere or dishonest. The very purpose of the university is to encourage a free exchange of ideas, seek the truth wherever it may lead, and to elevate intellectual curiosity and openness among both faculty and students. Whatever their original intent, the use of DEI statements has too often resulted in self-censorship and ideological policing. Fundamentally reconsidering them could actually strengthen DEI, by placing it on a more sustainable basis — intellectually and politically. MIT is one of the first to tackle the issue; here’s hoping it won’t be the last.

The Post’s View | About the Editorial Board

Editorials represent the views of The Post as an institution, as determined through discussion among members of the Editorial Board , based in the Opinions section and separate from the newsroom.

Members of the Editorial Board: Opinion Editor David Shipley , Deputy Opinion Editor Charles Lane and Deputy Opinion Editor Stephen Stromberg , as well as writers Mary Duenwald, Shadi Hamid , David E. Hoffman , James Hohmann , Heather Long , Mili Mitra , Eduardo Porter , Keith B. Richburg and Molly Roberts .

Artificial Intelligence and gender equality

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The world has a gender equality problem, and Artificial Intelligence (AI) mirrors the gender bias in our society.

Although globally more women are accessing the internet every year , in low-income countries, only 20 per cent are connected . The gender digital divide creates a data gap that is reflected in the gender bias in AI. 

Who creates AI and what biases are built into AI data (or not), can perpetuate, widen, or reduce gender equality gaps.

What is AI gender bias? 

A study by the Berkeley Haas Center for Equity, Gender and Leadership analysed 133 AI systems across different industries and found that about 44 per cent of them showed gender bias , and 25 per cent exhibited both gender and racial bias.

Beyza Doğuç, an artist from Ankara, Turkey, encountered gender bias in Generative AI when she was researching for a novel and prompted it to write a story about a doctor and a nurse. Generative AI creates new content (text, images, video, etc.) inspired by similar content and data that it was trained on, often in response to questions or prompts by a user.

The AI made the doctor male and the nurse female. Doğuç continued to give it more prompts, and the AI always chose gender stereotypical roles for the characters and associated certain qualities and skills with male or female characters. When she asked the AI about the gender bias it exhibited, the AI explained it was because of the data it had been trained on and specifically, “word embedding” – which means the way certain words are encoded in machine learning to reflect their meaning and association with other words – it’s how machines learn and work with human language. If the AI is trained on data that associates women and men with different and specific skills or interests, it will generate content reflecting that bias.

“Artificial intelligence mirrors the biases that are present in our society and that manifest in AI training data,” said Doğuç, in a recent interview with UN Women.

Who develops AI, and what kind of data it is trained on, has gender implications for AI-powered solutions.

Sola Mahfouz, a quantum computing researcher at Tufts University, is excited about AI, but also concerned. “Is it equitable? How much does it mirror our society’s patriarchal structures and inherent biases from its predominantly male creators,” she reflected. 

Mahfouz was born in Afghanistan, where she was forced to leave school when the Taliban came to her home and threatened her family. She eventually escaped Afghanistan and immigrated to the U.S. in 2016 to attend college.

As companies are scrambling for more data to feed AI systems, researchers from Epoch claim that tech companies could run out of high-quality data used by AI by 2026 .

Natacha Sangwa is a student from Rwanda who participated in the first coding camp organized under the African Girls Can Code Initiative last year. “I have noticed that [AI] is mostly developed by men and trained on datasets that are primarily based on men,” said Sangwa, who saw first-hand how that impacts women’s experience with the technology. “When women use some AI-powered systems to diagnose illnesses, they often receive inaccurate answers, because the AI is not aware of symptoms that may present differently in women.” 

If current trends continue, AI-powered technology and services will continue lacking diverse gender and racial perspectives, and that gap will result in lower quality of services, biased decisions about jobs, credit, health care and more. 

How to avoid gender bias in AI?

Removing gender bias in AI starts with prioritizing gender equality as a goal, as AI systems are conceptualized and built. This includes assessing data for misrepresentation, providing data that is representative of diverse gender and racial experiences, and reshaping the teams developing AI to make them more diverse and inclusive.

According to the Global Gender Gap Report of 2023, there are only 30 per cent women currently working in AI .  

“When technology is developed with just one perspective, it’s like looking at the world half-blind,” concurred Mahfouz. She is currently working on a project to create an AI-powered platform that would connect Afghan women with each other. 

“More women researchers are needed in the field. The unique lived experiences of women can profoundly shape the theoretical foundations of technology. It can also open new applications of the technology,” she added. 

“To prevent gender bias in AI, we must first address gender bias in our society,” said Doğuç from Turkey.

There is a critical need for drawing upon diverse fields of expertise when developing AI, including gender expertise, so that machine learning systems can serve us better and support the drive for a more equal and sustainable world.

In a rapidly advancing AI industry, the lack of gender perspectives, data, and decision-making can perpetuate profound inequality for years to come.

The AI field needs more women, and that requires enabling and increasing girls’ and women’s access to and leadership in STEM and ICT education and careers.

The World Economic Forum reported in 2023 that women accounted for just 29 per cent of all science, technology, engineering and math (STEM) workers. Although more women are graduating and entering STEM jobs today than ever before, they are concentrated in entry level jobs and less likely to hold leadership positions.

How can AI governance help accelerate progress towards gender equality?

International cooperation on digital technology has focused on technical and infrastructural issues and the digital economy, often at the expense of how technological developments were affecting society and generating disruption across all its layers – especially for the most vulnerable and historically excluded. There is a global governance deficit in addressing the challenges and risks of AI and harnessing its potential to leave no one behind.

“Right now, there is no mechanism to constrain developers from releasing AI systems before they are ready and safe. There’s a need for a global multistakeholder governance model that prevents and redresses when AI systems exhibit gender or racial bias, reinforce harmful stereotypes, or does not meet privacy and security standards,” said Helene Molinier, UN Women’s Advisor on Digital Gender Equality Cooperation in a recent interview with Devex.

In the current AI architecture, benefits and risks are not equitably distributed, with power concentrated in the hands of a few corporations, States and individuals, who control talent, data and computer resources. There is also no mechanism to look at broader considerations, like new forms of social vulnerability generated by AI, the disruption of industries and labour markets, the propensity for emerging technology to be used as a tool of oppression, the sustainability of the AI supply chain, or the impact of AI on future generations.

In 2024, the negotiation of the Global Digital Compact (GDC) offers a unique opportunity to build political momentum and place gender perspectives on digital technology at the core of a new digital governance framework. Without it, we face the risk of overlaying AI onto existing gender gaps, causing gender-based discrimination and harm to be left unchanged – and even amplified and perpetuated by AI systems.

UN Women position paper on the GDC provide concrete recommendations to harness the speed, scale, and scope of digital transformation for the empowerment of women and girls in all their diversity, and to trigger transformations that set countries on paths to an equitable digital future for all.

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