action research advantages

Action Research: Steps, Benefits, and Tips

Introduction

History of action research, what is the definition of action research, types of action research, conducting action research.

Action research stands as a unique approach in the realm of qualitative inquiry in social science research. Rooted in real-world problems, it seeks not just to understand but also to act, bringing about positive change in specific contexts. Often distinguished by its collaborative nature, the action research process goes beyond traditional research paradigms by emphasizing the involvement of those being studied in resolving social conflicts and effecting positive change.

The value of action research lies not just in its outcomes, but also in the process itself, where stakeholders become active participants rather than mere subjects. In this article, we'll examine action research in depth, shedding light on its history, principles, and types of action research.

Tracing its roots back to the mid-20th century, Kurt Lewin developed classical action research as a response to traditional research methods in the social sciences that often sidelined the very communities they studied. Proponents of action research championed the idea that research should not just be an observational exercise but an actionable one that involves devising practical solutions. Advocates believed in the idea of research leading to immediate social action, emphasizing the importance of involving the community in the process.

Applications for action research

Over the years, action research has evolved and diversified. From its early applications in social psychology and organizational development, it has branched out into various fields such as education, healthcare, and community development, informing questions around improving schools, minority problems, and more. This growth wasn't just in application, but also in its methodologies.

How is action research different?

Like all research methodologies, effective action research generates knowledge. However, action research stands apart in its commitment to instigate tangible change. Traditional research often places emphasis on passive observation , employing data collection methods primarily to contribute to broader theoretical frameworks . In contrast, action research is inherently proactive, intertwining the acts of observing and acting.

The primary goal isn't just to understand a problem but to solve or alleviate it. Action researchers partner closely with communities, ensuring that the research process directly benefits those involved. This collaboration often leads to immediate interventions, tweaks, or solutions applied in real-time, marking a departure from other forms of research that might wait until the end of a study to make recommendations.

This proactive, change-driven nature makes action research particularly impactful in settings where immediate change is not just beneficial but essential.

Action research is best understood as a systematic approach to cooperative inquiry. Unlike traditional research methodologies that might primarily focus on generating knowledge, action research emphasizes producing actionable solutions for pressing real-world challenges.

This form of research undertakes a cyclic and reflective journey, typically cycling through stages of planning , acting, observing, and reflecting. A defining characteristic of action research is the collaborative spirit it embodies, often dissolving the rigid distinction between the researcher and the researched, leading to mutual learning and shared outcomes.

Advantages of action research

One of the foremost benefits of action research is the immediacy of its application. Since the research is embedded within real-world issues, any findings or solutions derived can often be integrated straightaway, catalyzing prompt improvements within the concerned community or organization. This immediacy is coupled with the empowering nature of the methodology. Participants aren't mere subjects; they actively shape the research process, giving them a tangible sense of ownership over both the research journey and its eventual outcomes.

Moreover, the inherent adaptability of action research allows researchers to tweak their approaches responsively based on live feedback. This ensures the research remains rooted in the evolving context, capturing the nuances of the situation and making any necessary adjustments. Lastly, this form of research tends to offer a comprehensive understanding of the issue at hand, harmonizing socially constructed theoretical knowledge with hands-on insights, leading to a richer, more textured understanding.

Disadvantages of action research

Like any methodology, action research isn't devoid of challenges. Its iterative nature, while beneficial, can extend timelines. Researchers might find themselves engaged in multiple cycles of observation, reflection, and action before arriving at a satisfactory conclusion. The intimate involvement of the researcher with the research participants, although crucial for collaboration, opens doors to potential conflicts. Through collaborative problem solving, disagreements can lead to richer and more nuanced solutions, but it can take considerable time and effort.

Another limitation stems from its focus on a specific context: results derived from a particular action research project might not always resonate or be applicable in a different context or with a different group. Lastly, the depth of collaboration this methodology demands means all stakeholders need to be deeply invested, and such a level of commitment might not always be feasible.

Examples of action research

To illustrate, let's consider a few scenarios. Imagine a classroom where a teacher observes dwindling student participation. Instead of sticking to conventional methods, the teacher experiments with introducing group-based activities. As the outcomes unfold, the teacher continually refines the approach based on student feedback, eventually leading to a teaching strategy that rejuvenates student engagement.

In a healthcare context, hospital staff who recognize growing patient anxiety related to certain procedures might innovate by introducing a new patient-informing protocol. As they study the effects of this change, they could, through iterations, sculpt a procedure that diminishes patient anxiety.

Similarly, in the realm of community development, a community grappling with the absence of child-friendly public spaces might collaborate with local authorities to conceptualize a park. As they monitor its utilization and societal impact, continual feedback could refine the park's infrastructure and design.

Contemporary action research, while grounded in the core principles of collaboration, reflection, and change, has seen various adaptations tailored to the specific needs of different contexts and fields. These adaptations have led to the emergence of distinct types of action research, each with its unique emphasis and approach.

Collaborative action research

Collaborative action research emphasizes the joint efforts of professionals, often from the same field, working together to address common concerns or challenges. In this approach, there's a strong emphasis on shared responsibility, mutual respect, and co-learning. For example, a group of classroom teachers might collaboratively investigate methods to improve student literacy, pooling their expertise and resources to devise, implement, and refine strategies for improving teaching.

Participatory action research

Participatory action research (PAR) goes a step further in dissolving the barriers between the researcher and the researched. It actively involves community members or stakeholders not just as participants, but as equal partners in the entire research process. PAR is deeply democratic and seeks to empower participants, fostering a sense of agency and ownership. For instance, a participatory research project might involve local residents in studying and addressing community health concerns, ensuring that the research process and outcomes are both informed by and beneficial to the community itself.

Educational action research

Educational action research is tailored specifically to practical educational contexts. Here, educators take on the dual role of teacher and researcher, seeking to improve teaching practices, curricula, classroom dynamics, or educational evaluation. This type of research is cyclical, with educators implementing changes, observing outcomes, and reflecting on results to continually enhance the educational experience. An example might be a teacher studying the impact of technology integration in her classroom, adjusting strategies based on student feedback and learning outcomes.

Community-based action research

Another noteworthy type is community-based action research, which focuses primarily on community development and well-being. Rooted in the principles of social justice, this approach emphasizes the collective power of community members to identify, study, and address their challenges. It's particularly powerful in grassroots movements and local development projects where community insights and collaboration drive meaningful, sustainable change.

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Engaging in action research is both an enlightening and transformative journey, rooted in practicality yet deeply connected to theory. For those embarking on this path, understanding the essentials of an action research study and the significance of a research cycle is paramount.

Understanding the action research cycle

At the heart of action research is its cycle, a structured yet adaptable framework guiding the research. This cycle embodies the iterative nature of action research, emphasizing that learning and change evolve through repetition and reflection.

The typical stages include:

• Identifying a problem : This is the starting point where the action researcher pinpoints a pressing issue or challenge that demands attention.
• Planning : Here, the researcher devises an action research strategy aimed at addressing the identified problem. In action research, network resources, participant consultation, and the literature review are core components in planning.
• Action : The planned strategies are then implemented in this stage. This 'action' phase is where theoretical knowledge meets practical application.
• Observation : Post-implementation, the researcher observes the outcomes and effects of the action. This stage ensures that the research remains grounded in the real-world context.
• Critical reflection : This part of the cycle involves analyzing the observed results to draw conclusions about their effectiveness and identify areas for improvement.
• Revision : Based on the insights from reflection, the initial plan is revised, marking the beginning of another cycle.

Rigorous research and iteration

It's essential to understand that while action research is deeply practical, it doesn't sacrifice rigor . The cyclical process ensures that the research remains thorough and robust. Each iteration of the cycle in an action research project refines the approach, drawing it closer to an effective solution.

The role of the action researcher

The action researcher stands at the nexus of theory and practice. Not just an observer, the researcher actively engages with the study's participants, collaboratively navigating through the research cycle by conducting interviews, participant observations, and member checking . This close involvement ensures that the study remains relevant, timely, and responsive.

Drawing conclusions and informing theory

As the research progresses through multiple iterations of data collection and data analysis , drawing conclusions becomes an integral aspect. These conclusions, while immediately beneficial in addressing the practical issue at hand, also serve a broader purpose. They inform theory, enriching the academic discourse and providing valuable insights for future research.

Identifying actionable insights

Keep in mind that action research should facilitate implications for professional practice as well as space for systematic inquiry. As you draw conclusions about the knowledge generated from action research, consider how this knowledge can create new forms of solutions to the pressing concern you set out to address.

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Action Research

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Action research is an approach to research which aims at both taking action and creating knowledge or theory about that action as the action unfolds. It starts with everyday experience and is concerned with the development of living knowledge. Its characteristics are that it generates practical knowledge in the pursuit of worthwhile purposes; it is participative and democratic as its participants work together in the present tense in defining the questions they wish to explore, the methodology for that exploration, and its application through cycles of action and reflection. In this vein they are agents of change and coresearchers in knowledge generation and not merely passive subjects as in traditional research. In this vein, action research can be understood as a social science of the possible as the collective action is focused on creating a desired future in whatever context the action research is located.

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education, community-building and change

What is action research and how do we do it?

In this article, we explore the development of some different traditions of action research and provide an introductory guide to the literature.

Contents : what is action research ·  origins · the decline and rediscovery of action research · undertaking action research · conclusion · further reading · how to cite this article . see, also: research for practice ., what is action research.

In the literature, discussion of action research tends to fall into two distinctive camps. The British tradition – especially that linked to education – tends to view action research as research-oriented toward the enhancement of direct practice. For example, Carr and Kemmis provide a classic definition:

Action research is simply a form of self-reflective enquiry undertaken by participants in social situations in order to improve the rationality and justice of their own practices, their understanding of these practices, and the situations in which the practices are carried out (Carr and Kemmis 1986: 162).

Many people are drawn to this understanding of action research because it is firmly located in the realm of the practitioner – it is tied to self-reflection. As a way of working it is very close to the notion of reflective practice coined by Donald Schön (1983).

The second tradition, perhaps more widely approached within the social welfare field – and most certainly the broader understanding in the USA is of action research as ‘the systematic collection of information that is designed to bring about social change’ (Bogdan and Biklen 1992: 223). Bogdan and Biklen continue by saying that its practitioners marshal evidence or data to expose unjust practices or environmental dangers and recommend actions for change. In many respects, for them, it is linked into traditions of citizen’s action and community organizing. The practitioner is actively involved in the cause for which the research is conducted. For others, it is such commitment is a necessary part of being a practitioner or member of a community of practice. Thus, various projects designed to enhance practice within youth work, for example, such as the detached work reported on by Goetschius and Tash (1967) could be talked of as action research.

Kurt Lewin is generally credited as the person who coined the term ‘action research’:

The research needed for social practice can best be characterized as research for social management or social engineering. It is a type of action-research, a comparative research on the conditions and effects of various forms of social action, and research leading to social action. Research that produces nothing but books will not suffice (Lewin 1946, reproduced in Lewin 1948: 202-3)

His approach involves a spiral of steps, ‘each of which is composed of a circle of planning, action and fact-finding about the result of the action’ ( ibid. : 206). The basic cycle involves the following:

This is how Lewin describes the initial cycle:

The first step then is to examine the idea carefully in the light of the means available. Frequently more fact-finding about the situation is required. If this first period of planning is successful, two items emerge: namely, “an overall plan” of how to reach the objective and secondly, a decision in regard to the first step of action. Usually this planning has also somewhat modified the original idea. ( ibid. : 205)

The next step is ‘composed of a circle of planning, executing, and reconnaissance or fact-finding for the purpose of evaluating the results of the second step, and preparing the rational basis for planning the third step, and for perhaps modifying again the overall plan’ ( ibid. : 206). What we can see here is an approach to research that is oriented to problem-solving in social and organizational settings, and that has a form that parallels Dewey’s conception of learning from experience.

The approach, as presented, does take a fairly sequential form – and it is open to a literal interpretation. Following it can lead to practice that is ‘correct’ rather than ‘good’ – as we will see. It can also be argued that the model itself places insufficient emphasis on analysis at key points. Elliott (1991: 70), for example, believed that the basic model allows those who use it to assume that the ‘general idea’ can be fixed in advance, ‘that “reconnaissance” is merely fact-finding, and that “implementation” is a fairly straightforward process’. As might be expected there was some questioning as to whether this was ‘real’ research. There were questions around action research’s partisan nature – the fact that it served particular causes.

The decline and rediscovery of action research

Action research did suffer a decline in favour during the 1960s because of its association with radical political activism (Stringer 2007: 9). There were, and are, questions concerning its rigour, and the training of those undertaking it. However, as Bogdan and Biklen (1992: 223) point out, research is a frame of mind – ‘a perspective that people take toward objects and activities’. Once we have satisfied ourselves that the collection of information is systematic and that any interpretations made have a proper regard for satisfying truth claims, then much of the critique aimed at action research disappears. In some of Lewin’s earlier work on action research (e.g. Lewin and Grabbe 1945), there was a tension between providing a rational basis for change through research, and the recognition that individuals are constrained in their ability to change by their cultural and social perceptions, and the systems of which they are a part. Having ‘correct knowledge’ does not of itself lead to change, attention also needs to be paid to the ‘matrix of cultural and psychic forces’ through which the subject is constituted (Winter 1987: 48).

Subsequently, action research has gained a significant foothold both within the realm of community-based, and participatory action research; and as a form of practice-oriented to the improvement of educative encounters (e.g. Carr and Kemmis 1986).

Exhibit 1: Stringer on community-based action research

A fundamental premise of community-based action research is that it commences with an interest in the problems of a group, a community, or an organization. Its purpose is to assist people in extending their understanding of their situation and thus resolving problems that confront them….

Community-based action research is always enacted through an explicit set of social values. In modern, democratic social contexts, it is seen as a process of inquiry that has the following characteristics:

• It is democratic , enabling the participation of all people.

• It is equitable , acknowledging people’s equality of worth.

• It is liberating , providing freedom from oppressive, debilitating conditions.

• It is life enhancing , enabling the expression of people’s full human potential.

(Stringer 1999: 9-10)

Undertaking action research

As Thomas (2017: 154) put it, the central aim is change, ‘and the emphasis is on problem-solving in whatever way is appropriate’. It can be seen as a conversation rather more than a technique (McNiff et. al. ). It is about people ‘thinking for themselves and making their own choices, asking themselves what they should do and accepting the consequences of their own actions’ (Thomas 2009: 113).

The action research process works through three basic phases:

Look -building a picture and gathering information. When evaluating we define and describe the problem to be investigated and the context in which it is set. We also describe what all the participants (educators, group members, managers etc.) have been doing.

Think – interpreting and explaining. When evaluating we analyse and interpret the situation. We reflect on what participants have been doing. We look at areas of success and any deficiencies, issues or problems.

Act – resolving issues and problems. In evaluation we judge the worth, effectiveness, appropriateness, and outcomes of those activities. We act to formulate solutions to any problems. (Stringer 1999: 18; 43-44;160)

The use of action research to deepen and develop classroom practice has grown into a strong tradition of practice (one of the first examples being the work of Stephen Corey in 1949). For some, there is an insistence that action research must be collaborative and entail groupwork.

Action research is a form of collective self-reflective enquiry undertaken by participants in social situations in order to improve the rationality and justice of their own social or educational practices, as well as their understanding of those practices and the situations in which the practices are carried out… The approach is only action research when it is collaborative, though it is important to realise that action research of the group is achieved through the critically examined action of individual group members. (Kemmis and McTaggart 1988: 5-6)

Just why it must be collective is open to some question and debate (Webb 1996), but there is an important point here concerning the commitments and orientations of those involved in action research.

One of the legacies Kurt Lewin left us is the ‘action research spiral’ – and with it there is the danger that action research becomes little more than a procedure. It is a mistake, according to McTaggart (1996: 248) to think that following the action research spiral constitutes ‘doing action research’. He continues, ‘Action research is not a ‘method’ or a ‘procedure’ for research but a series of commitments to observe and problematize through practice a series of principles for conducting social enquiry’. It is his argument that Lewin has been misunderstood or, rather, misused. When set in historical context, while Lewin does talk about action research as a method, he is stressing a contrast between this form of interpretative practice and more traditional empirical-analytic research. The notion of a spiral may be a useful teaching device – but it is all too easy to slip into using it as the template for practice (McTaggart 1996: 249).

Further reading

This select, annotated bibliography has been designed to give a flavour of the possibilities of action research and includes some useful guides to practice. As ever, if you have suggestions about areas or specific texts for inclusion, I’d like to hear from you.

Explorations of action research

Atweh, B., Kemmis, S. and Weeks, P. (eds.) (1998) Action Research in Practice: Partnership for Social Justice in Education, London: Routledge. Presents a collection of stories from action research projects in schools and a university. The book begins with theme chapters discussing action research, social justice and partnerships in research. The case study chapters cover topics such as: school environment – how to make a school a healthier place to be; parents – how to involve them more in decision-making; students as action researchers; gender – how to promote gender equity in schools; writing up action research projects.

Carr, W. and Kemmis, S. (1986) Becoming Critical. Education, knowledge and action research , Lewes: Falmer. Influential book that provides a good account of ‘action research’ in education. Chapters on teachers, researchers and curriculum; the natural scientific view of educational theory and practice; the interpretative view of educational theory and practice; theory and practice – redefining the problem; a critical approach to theory and practice; towards a critical educational science; action research as critical education science; educational research, educational reform and the role of the profession.

Carson, T. R. and Sumara, D. J. (ed.) (1997) Action Research as a Living Practice , New York: Peter Lang. 140 pages. Book draws on a wide range of sources to develop an understanding of action research. Explores action research as a lived practice, ‘that asks the researcher to not only investigate the subject at hand but, as well, to provide some account of the way in which the investigation both shapes and is shaped by the investigator.

Dadds, M. (1995) Passionate Enquiry and School Development. A story about action research , London: Falmer. 192 + ix pages. Examines three action research studies undertaken by a teacher and how they related to work in school – how she did the research, the problems she experienced, her feelings, the impact on her feelings and ideas, and some of the outcomes. In his introduction, John Elliot comments that the book is ‘the most readable, thoughtful, and detailed study of the potential of action-research in professional education that I have read’.

Ghaye, T. and Wakefield, P. (eds.) CARN Critical Conversations. Book one: the role of the self in action , Bournemouth: Hyde Publications. 146 + xiii pages. Collection of five pieces from the Classroom Action Research Network. Chapters on: dialectical forms; graduate medical education – research’s outer limits; democratic education; managing action research; writing up.

McNiff, J. (1993) Teaching as Learning: An Action Research Approach , London: Routledge. Argues that educational knowledge is created by individual teachers as they attempt to express their own values in their professional lives. Sets out familiar action research model: identifying a problem, devising, implementing and evaluating a solution and modifying practice. Includes advice on how working in this way can aid the professional development of action researcher and practitioner.

Quigley, B. A. and Kuhne, G. W. (eds.) (1997) Creating Practical Knowledge Through Action Research, San Fransisco: Jossey Bass. Guide to action research that outlines the action research process, provides a project planner, and presents examples to show how action research can yield improvements in six different settings, including a hospital, a university and a literacy education program.

Plummer, G. and Edwards, G. (eds.) CARN Critical Conversations. Book two: dimensions of action research – people, practice and power , Bournemouth: Hyde Publications. 142 + xvii pages. Collection of five pieces from the Classroom Action Research Network. Chapters on: exchanging letters and collaborative research; diary writing; personal and professional learning – on teaching and self-knowledge; anti-racist approaches; psychodynamic group theory in action research.

Whyte, W. F. (ed.) (1991) Participatory Action Research , Newbury Park: Sage. 247 pages. Chapters explore the development of participatory action research and its relation with action science and examine its usages in various agricultural and industrial settings

Zuber-Skerritt, O. (ed.) (1996) New Directions in Action Research , London; Falmer Press. 266 + xii pages. A useful collection that explores principles and procedures for critical action research; problems and suggested solutions; and postmodernism and critical action research.

Action research guides

Coghlan, D. and Brannick, D. (2000) Doing Action Research in your own Organization, London: Sage. 128 pages. Popular introduction. Part one covers the basics of action research including the action research cycle, the role of the ‘insider’ action researcher and the complexities of undertaking action research within your own organisation. Part two looks at the implementation of the action research project (including managing internal politics and the ethics and politics of action research). New edition due late 2004.

Elliot, J. (1991) Action Research for Educational Change , Buckingham: Open University Press. 163 + x pages Collection of various articles written by Elliot in which he develops his own particular interpretation of action research as a form of teacher professional development. In some ways close to a form of ‘reflective practice’. Chapter 6, ‘A practical guide to action research’ – builds a staged model on Lewin’s work and on developments by writers such as Kemmis.

Johnson, A. P. (2007) A short guide to action research 3e. Allyn and Bacon. Popular step by step guide for master’s work.

Macintyre, C. (2002) The Art of the Action Research in the Classroom , London: David Fulton. 138 pages. Includes sections on action research, the role of literature, formulating a research question, gathering data, analysing data and writing a dissertation. Useful and readable guide for students.

McNiff, J., Whitehead, J., Lomax, P. (2003) You and Your Action Research Project , London: Routledge. Practical guidance on doing an action research project.Takes the practitioner-researcher through the various stages of a project. Each section of the book is supported by case studies

Stringer, E. T. (2007) Action Research: A handbook for practitioners 3e , Newbury Park, ca.: Sage. 304 pages. Sets community-based action research in context and develops a model. Chapters on information gathering, interpretation, resolving issues; legitimacy etc. See, also Stringer’s (2003) Action Research in Education , Prentice-Hall.

Winter, R. (1989) Learning From Experience. Principles and practice in action research , Lewes: Falmer Press. 200 + 10 pages. Introduces the idea of action research; the basic process; theoretical issues; and provides six principles for the conduct of action research. Includes examples of action research. Further chapters on from principles to practice; the learner’s experience; and research topics and personal interests.

Action research in informal education

Usher, R., Bryant, I. and Johnston, R. (1997) Adult Education and the Postmodern Challenge. Learning beyond the limits , London: Routledge. 248 + xvi pages. Has some interesting chapters that relate to action research: on reflective practice; changing paradigms and traditions of research; new approaches to research; writing and learning about research.

Other references

Bogdan, R. and Biklen, S. K. (1992) Qualitative Research For Education , Boston: Allyn and Bacon.

Goetschius, G. and Tash, J. (1967) Working with the Unattached , London: Routledge and Kegan Paul.

McTaggart, R. (1996) ‘Issues for participatory action researchers’ in O. Zuber-Skerritt (ed.) New Directions in Action Research , London: Falmer Press.

McNiff, J., Lomax, P. and Whitehead, J. (2003) You and Your Action Research Project 2e. London: Routledge.

Thomas, G. (2017). How to do your Research Project. A guide for students in education and applied social sciences . 3e. London: Sage.

Acknowledgements : spiral by Michèle C. | flickr ccbyncnd2 licence

How to cite this article : Smith, M. K. (1996; 2001, 2007, 2017) What is action research and how do we do it?’, The encyclopedia of pedagogy and informal education. [ https://infed.org/mobi/action-research/ . Retrieved: insert date] .

© Mark K. Smith 1996; 2001, 2007, 2017

Last Updated on December 7, 2020 by infed.org

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1 What is Action Research for Classroom Teachers?

ESSENTIAL QUESTIONS

• What is the nature of action research?
• How does action research develop in the classroom?
• What models of action research work best for your classroom?
• What are the epistemological, ontological, theoretical underpinnings of action research?

Educational research provides a vast landscape of knowledge on topics related to teaching and learning, curriculum and assessment, students’ cognitive and affective needs, cultural and socio-economic factors of schools, and many other factors considered viable to improving schools. Educational stakeholders rely on research to make informed decisions that ultimately affect the quality of schooling for their students. Accordingly, the purpose of educational research is to engage in disciplined inquiry to generate knowledge on topics significant to the students, teachers, administrators, schools, and other educational stakeholders. Just as the topics of educational research vary, so do the approaches to conducting educational research in the classroom. Your approach to research will be shaped by your context, your professional identity, and paradigm (set of beliefs and assumptions that guide your inquiry). These will all be key factors in how you generate knowledge related to your work as an educator.

Action research is an approach to educational research that is commonly used by educational practitioners and professionals to examine, and ultimately improve, their pedagogy and practice. In this way, action research represents an extension of the reflection and critical self-reflection that an educator employs on a daily basis in their classroom. When students are actively engaged in learning, the classroom can be dynamic and uncertain, demanding the constant attention of the educator. Considering these demands, educators are often only able to engage in reflection that is fleeting, and for the purpose of accommodation, modification, or formative assessment. Action research offers one path to more deliberate, substantial, and critical reflection that can be documented and analyzed to improve an educator’s practice.

Purpose of Action Research

As one of many approaches to educational research, it is important to distinguish the potential purposes of action research in the classroom. This book focuses on action research as a method to enable and support educators in pursuing effective pedagogical practices by transforming the quality of teaching decisions and actions, to subsequently enhance student engagement and learning. Being mindful of this purpose, the following aspects of action research are important to consider as you contemplate and engage with action research methodology in your classroom:

• Action research is a process for improving educational practice. Its methods involve action, evaluation, and reflection. It is a process to gather evidence to implement change in practices.
• Action research is participative and collaborative. It is undertaken by individuals with a common purpose.
• Action research is situation and context-based.
• Action research develops reflection practices based on the interpretations made by participants.
• Knowledge is created through action and application.
• Action research can be based in problem-solving, if the solution to the problem results in the improvement of practice.
• Action research is iterative; plans are created, implemented, revised, then implemented, lending itself to an ongoing process of reflection and revision.
• In action research, findings emerge as action develops and takes place; however, they are not conclusive or absolute, but ongoing (Koshy, 2010, pgs. 1-2).

In thinking about the purpose of action research, it is helpful to situate action research as a distinct paradigm of educational research. I like to think about action research as part of the larger concept of living knowledge. Living knowledge has been characterized as “a quest for life, to understand life and to create… knowledge which is valid for the people with whom I work and for myself” (Swantz, in Reason & Bradbury, 2001, pg. 1). Why should educators care about living knowledge as part of educational research? As mentioned above, action research is meant “to produce practical knowledge that is useful to people in the everyday conduct of their lives and to see that action research is about working towards practical outcomes” (Koshy, 2010, pg. 2). However, it is also about:

creating new forms of understanding, since action without reflection and understanding is blind, just as theory without action is meaningless. The participatory nature of action research makes it only possible with, for and by persons and communities, ideally involving all stakeholders both in the questioning and sense making that informs the research, and in the action, which is its focus. (Reason & Bradbury, 2001, pg. 2)

In an effort to further situate action research as living knowledge, Jean McNiff reminds us that “there is no such ‘thing’ as ‘action research’” (2013, pg. 24). In other words, action research is not static or finished, it defines itself as it proceeds. McNiff’s reminder characterizes action research as action-oriented, and a process that individuals go through to make their learning public to explain how it informs their practice. Action research does not derive its meaning from an abstract idea, or a self-contained discovery – action research’s meaning stems from the way educators negotiate the problems and successes of living and working in the classroom, school, and community.

While we can debate the idea of action research, there are people who are action researchers, and they use the idea of action research to develop principles and theories to guide their practice. Action research, then, refers to an organization of principles that guide action researchers as they act on shared beliefs, commitments, and expectations in their inquiry.

Reflection and the Process of Action Research

When an individual engages in reflection on their actions or experiences, it is typically for the purpose of better understanding those experiences, or the consequences of those actions to improve related action and experiences in the future. Reflection in this way develops knowledge around these actions and experiences to help us better regulate those actions in the future. The reflective process generates new knowledge regularly for classroom teachers and informs their classroom actions.

Unfortunately, the knowledge generated by educators through the reflective process is not always prioritized among the other sources of knowledge educators are expected to utilize in the classroom. Educators are expected to draw upon formal types of knowledge, such as textbooks, content standards, teaching standards, district curriculum and behavioral programs, etc., to gain new knowledge and make decisions in the classroom. While these forms of knowledge are important, the reflective knowledge that educators generate through their pedagogy is the amalgamation of these types of knowledge enacted in the classroom. Therefore, reflective knowledge is uniquely developed based on the action and implementation of an educator’s pedagogy in the classroom. Action research offers a way to formalize the knowledge generated by educators so that it can be utilized and disseminated throughout the teaching profession.

Research is concerned with the generation of knowledge, and typically creating knowledge related to a concept, idea, phenomenon, or topic. Action research generates knowledge around inquiry in practical educational contexts. Action research allows educators to learn through their actions with the purpose of developing personally or professionally. Due to its participatory nature, the process of action research is also distinct in educational research. There are many models for how the action research process takes shape. I will share a few of those here. Each model utilizes the following processes to some extent:

• Plan a change;
• Take action to enact the change;
• Observe the process and consequences of the change;
• Reflect on the process and consequences;
• Act, observe, & reflect again and so on.

Figure 1.1 Basic action research cycle

There are many other models that supplement the basic process of action research with other aspects of the research process to consider. For example, figure 1.2 illustrates a spiral model of action research proposed by Kemmis and McTaggart (2004). The spiral model emphasizes the cyclical process that moves beyond the initial plan for change. The spiral model also emphasizes revisiting the initial plan and revising based on the initial cycle of research:

Figure 1.2 Interpretation of action research spiral, Kemmis and McTaggart (2004, p. 595)

Other models of action research reorganize the process to emphasize the distinct ways knowledge takes shape in the reflection process. O’Leary’s (2004, p. 141) model, for example, recognizes that the research may take shape in the classroom as knowledge emerges from the teacher’s observations. O’Leary highlights the need for action research to be focused on situational understanding and implementation of action, initiated organically from real-time issues:

Figure 1.3 Interpretation of O’Leary’s cycles of research, O’Leary (2000, p. 141)

Lastly, Macintyre’s (2000, p. 1) model, offers a different characterization of the action research process. Macintyre emphasizes a messier process of research with the initial reflections and conclusions as the benchmarks for guiding the research process. Macintyre emphasizes the flexibility in planning, acting, and observing stages to allow the process to be naturalistic. Our interpretation of Macintyre process is below:

Figure 1.4 Interpretation of the action research cycle, Macintyre (2000, p. 1)

We believe it is important to prioritize the flexibility of the process, and encourage you to only use these models as basic guides for your process. Your process may look similar, or you may diverge from these models as you better understand your students, context, and data.

Definitions of Action Research and Examples

At this point, it may be helpful for readers to have a working definition of action research and some examples to illustrate the methodology in the classroom. Bassey (1998, p. 93) offers a very practical definition and describes “action research as an inquiry which is carried out in order to understand, to evaluate and then to change, in order to improve educational practice.” Cohen and Manion (1994, p. 192) situate action research differently, and describe action research as emergent, writing:

essentially an on-the-spot procedure designed to deal with a concrete problem located in an immediate situation. This means that ideally, the step-by-step process is constantly monitored over varying periods of time and by a variety of mechanisms (questionnaires, diaries, interviews and case studies, for example) so that the ensuing feedback may be translated into modifications, adjustment, directional changes, redefinitions, as necessary, so as to bring about lasting benefit to the ongoing process itself rather than to some future occasion.

Lastly, Koshy (2010, p. 9) describes action research as:

a constructive inquiry, during which the researcher constructs his or her knowledge of specific issues through planning, acting, evaluating, refining and learning from the experience. It is a continuous learning process in which the researcher learns and also shares the newly generated knowledge with those who may benefit from it.

These definitions highlight the distinct features of action research and emphasize the purposeful intent of action researchers to improve, refine, reform, and problem-solve issues in their educational context. To better understand the distinctness of action research, these are some examples of action research topics:

Examples of Action Research Topics

• Flexible seating in 4th grade classroom to increase effective collaborative learning.
• Structured homework protocols for increasing student achievement.
• Developing a system of formative feedback for 8th grade writing.
• Using music to stimulate creative writing.
• Weekly brown bag lunch sessions to improve responses to PD from staff.
• Using exercise balls as chairs for better classroom management.

Action Research in Theory

Action research-based inquiry in educational contexts and classrooms involves distinct participants – students, teachers, and other educational stakeholders within the system. All of these participants are engaged in activities to benefit the students, and subsequently society as a whole. Action research contributes to these activities and potentially enhances the participants’ roles in the education system. Participants’ roles are enhanced based on two underlying principles:

• communities, schools, and classrooms are sites of socially mediated actions, and action research provides a greater understanding of self and new knowledge of how to negotiate these socially mediated environments;
• communities, schools, and classrooms are part of social systems in which humans interact with many cultural tools, and action research provides a basis to construct and analyze these interactions.

In our quest for knowledge and understanding, we have consistently analyzed human experience over time and have distinguished between types of reality. Humans have constantly sought “facts” and “truth” about reality that can be empirically demonstrated or observed.

Social systems are based on beliefs, and generally, beliefs about what will benefit the greatest amount of people in that society. Beliefs, and more specifically the rationale or support for beliefs, are not always easy to demonstrate or observe as part of our reality. Take the example of an English Language Arts teacher who prioritizes argumentative writing in her class. She believes that argumentative writing demonstrates the mechanics of writing best among types of writing, while also providing students a skill they will need as citizens and professionals. While we can observe the students writing, and we can assess their ability to develop a written argument, it is difficult to observe the students’ understanding of argumentative writing and its purpose in their future. This relates to the teacher’s beliefs about argumentative writing; we cannot observe the real value of the teaching of argumentative writing. The teacher’s rationale and beliefs about teaching argumentative writing are bound to the social system and the skills their students will need to be active parts of that system. Therefore, our goal through action research is to demonstrate the best ways to teach argumentative writing to help all participants understand its value as part of a social system.

The knowledge that is conveyed in a classroom is bound to, and justified by, a social system. A postmodernist approach to understanding our world seeks knowledge within a social system, which is directly opposed to the empirical or positivist approach which demands evidence based on logic or science as rationale for beliefs. Action research does not rely on a positivist viewpoint to develop evidence and conclusions as part of the research process. Action research offers a postmodernist stance to epistemology (theory of knowledge) and supports developing questions and new inquiries during the research process. In this way action research is an emergent process that allows beliefs and decisions to be negotiated as reality and meaning are being constructed in the socially mediated space of the classroom.

Theorizing Action Research for the Classroom

All research, at its core, is for the purpose of generating new knowledge and contributing to the knowledge base of educational research. Action researchers in the classroom want to explore methods of improving their pedagogy and practice. The starting place of their inquiry stems from their pedagogy and practice, so by nature the knowledge created from their inquiry is often contextually specific to their classroom, school, or community. Therefore, we should examine the theoretical underpinnings of action research for the classroom. It is important to connect action research conceptually to experience; for example, Levin and Greenwood (2001, p. 105) make these connections:

• Action research is context bound and addresses real life problems.
• Action research is inquiry where participants and researchers cogenerate knowledge through collaborative communicative processes in which all participants’ contributions are taken seriously.
• The meanings constructed in the inquiry process lead to social action or these reflections and action lead to the construction of new meanings.
• The credibility/validity of action research knowledge is measured according to whether the actions that arise from it solve problems (workability) and increase participants’ control over their own situation.

Educators who engage in action research will generate new knowledge and beliefs based on their experiences in the classroom. Let us emphasize that these are all important to you and your work, as both an educator and researcher. It is these experiences, beliefs, and theories that are often discounted when more official forms of knowledge (e.g., textbooks, curriculum standards, districts standards) are prioritized. These beliefs and theories based on experiences should be valued and explored further, and this is one of the primary purposes of action research in the classroom. These beliefs and theories should be valued because they were meaningful aspects of knowledge constructed from teachers’ experiences. Developing meaning and knowledge in this way forms the basis of constructivist ideology, just as teachers often try to get their students to construct their own meanings and understandings when experiencing new ideas.  

Classroom Teachers Constructing their Own Knowledge

Most of you are probably at least minimally familiar with constructivism, or the process of constructing knowledge. However, what is constructivism precisely, for the purposes of action research? Many scholars have theorized constructivism and have identified two key attributes (Koshy, 2010; von Glasersfeld, 1987):

• Knowledge is not passively received, but actively developed through an individual’s cognition;
• Human cognition is adaptive and finds purpose in organizing the new experiences of the world, instead of settling for absolute or objective truth.

Considering these two attributes, constructivism is distinct from conventional knowledge formation because people can develop a theory of knowledge that orders and organizes the world based on their experiences, instead of an objective or neutral reality. When individuals construct knowledge, there are interactions between an individual and their environment where communication, negotiation and meaning-making are collectively developing knowledge. For most educators, constructivism may be a natural inclination of their pedagogy. Action researchers have a similar relationship to constructivism because they are actively engaged in a process of constructing knowledge. However, their constructions may be more formal and based on the data they collect in the research process. Action researchers also are engaged in the meaning making process, making interpretations from their data. These aspects of the action research process situate them in the constructivist ideology. Just like constructivist educators, action researchers’ constructions of knowledge will be affected by their individual and professional ideas and values, as well as the ecological context in which they work (Biesta & Tedder, 2006). The relations between constructivist inquiry and action research is important, as Lincoln (2001, p. 130) states:

much of the epistemological, ontological, and axiological belief systems are the same or similar, and methodologically, constructivists and action researchers work in similar ways, relying on qualitative methods in face-to-face work, while buttressing information, data and background with quantitative method work when necessary or useful.

While there are many links between action research and educators in the classroom, constructivism offers the most familiar and practical threads to bind the beliefs of educators and action researchers.  

Epistemology, Ontology, and Action Research

It is also important for educators to consider the philosophical stances related to action research to better situate it with their beliefs and reality. When researchers make decisions about the methodology they intend to use, they will consider their ontological and epistemological stances. It is vital that researchers clearly distinguish their philosophical stances and understand the implications of their stance in the research process, especially when collecting and analyzing their data. In what follows, we will discuss ontological and epistemological stances in relation to action research methodology.

Ontology, or the theory of being, is concerned with the claims or assumptions we make about ourselves within our social reality – what do we think exists, what does it look like, what entities are involved and how do these entities interact with each other (Blaikie, 2007). In relation to the discussion of constructivism, generally action researchers would consider their educational reality as socially constructed. Social construction of reality happens when individuals interact in a social system. Meaningful construction of concepts and representations of reality develop through an individual’s interpretations of others’ actions. These interpretations become agreed upon by members of a social system and become part of social fabric, reproduced as knowledge and beliefs to develop assumptions about reality. Researchers develop meaningful constructions based on their experiences and through communication. Educators as action researchers will be examining the socially constructed reality of schools. In the United States, many of our concepts, knowledge, and beliefs about schooling have been socially constructed over the last hundred years. For example, a group of teachers may look at why fewer female students enroll in upper-level science courses at their school. This question deals directly with the social construction of gender and specifically what careers females have been conditioned to pursue. We know this is a social construction in some school social systems because in other parts of the world, or even the United States, there are schools that have more females enrolled in upper level science courses than male students. Therefore, the educators conducting the research have to recognize the socially constructed reality of their school and consider this reality throughout the research process. Action researchers will use methods of data collection that support their ontological stance and clarify their theoretical stance throughout the research process.

Koshy (2010, p. 23-24) offers another example of addressing the ontological challenges in the classroom:

A teacher who was concerned with increasing her pupils’ motivation and enthusiasm for learning decided to introduce learning diaries which the children could take home. They were invited to record their reactions to the day’s lessons and what they had learnt. The teacher reported in her field diary that the learning diaries stimulated the children’s interest in her lessons, increased their capacity to learn, and generally improved their level of participation in lessons. The challenge for the teacher here is in the analysis and interpretation of the multiplicity of factors accompanying the use of diaries. The diaries were taken home so the entries may have been influenced by discussions with parents. Another possibility is that children felt the need to please their teacher. Another possible influence was that their increased motivation was as a result of the difference in style of teaching which included more discussions in the classroom based on the entries in the dairies.

Here you can see the challenge for the action researcher is working in a social context with multiple factors, values, and experiences that were outside of the teacher’s control. The teacher was only responsible for introducing the diaries as a new style of learning. The students’ engagement and interactions with this new style of learning were all based upon their socially constructed notions of learning inside and outside of the classroom. A researcher with a positivist ontological stance would not consider these factors, and instead might simply conclude that the dairies increased motivation and interest in the topic, as a result of introducing the diaries as a learning strategy.

Epistemology, or the theory of knowledge, signifies a philosophical view of what counts as knowledge – it justifies what is possible to be known and what criteria distinguishes knowledge from beliefs (Blaikie, 1993). Positivist researchers, for example, consider knowledge to be certain and discovered through scientific processes. Action researchers collect data that is more subjective and examine personal experience, insights, and beliefs.

Action researchers utilize interpretation as a means for knowledge creation. Action researchers have many epistemologies to choose from as means of situating the types of knowledge they will generate by interpreting the data from their research. For example, Koro-Ljungberg et al., (2009) identified several common epistemologies in their article that examined epistemological awareness in qualitative educational research, such as: objectivism, subjectivism, constructionism, contextualism, social epistemology, feminist epistemology, idealism, naturalized epistemology, externalism, relativism, skepticism, and pluralism. All of these epistemological stances have implications for the research process, especially data collection and analysis. Please see the table on pages 689-90, linked below for a sketch of these potential implications:

Again, Koshy (2010, p. 24) provides an excellent example to illustrate the epistemological challenges within action research:

A teacher of 11-year-old children decided to carry out an action research project which involved a change in style in teaching mathematics. Instead of giving children mathematical tasks displaying the subject as abstract principles, she made links with other subjects which she believed would encourage children to see mathematics as a discipline that could improve their understanding of the environment and historic events. At the conclusion of the project, the teacher reported that applicable mathematics generated greater enthusiasm and understanding of the subject.

The educator/researcher engaged in action research-based inquiry to improve an aspect of her pedagogy. She generated knowledge that indicated she had improved her students’ understanding of mathematics by integrating it with other subjects – specifically in the social and ecological context of her classroom, school, and community. She valued constructivism and students generating their own understanding of mathematics based on related topics in other subjects. Action researchers working in a social context do not generate certain knowledge, but knowledge that emerges and can be observed and researched again, building upon their knowledge each time.

Researcher Positionality in Action Research

In this first chapter, we have discussed a lot about the role of experiences in sparking the research process in the classroom. Your experiences as an educator will shape how you approach action research in your classroom. Your experiences as a person in general will also shape how you create knowledge from your research process. In particular, your experiences will shape how you make meaning from your findings. It is important to be clear about your experiences when developing your methodology too. This is referred to as researcher positionality. Maher and Tetreault (1993, p. 118) define positionality as:

Gender, race, class, and other aspects of our identities are markers of relational positions rather than essential qualities. Knowledge is valid when it includes an acknowledgment of the knower’s specific position in any context, because changing contextual and relational factors are crucial for defining identities and our knowledge in any given situation.

By presenting your positionality in the research process, you are signifying the type of socially constructed, and other types of, knowledge you will be using to make sense of the data. As Maher and Tetreault explain, this increases the trustworthiness of your conclusions about the data. This would not be possible with a positivist ontology. We will discuss positionality more in chapter 6, but we wanted to connect it to the overall theoretical underpinnings of action research.

Advantages of Engaging in Action Research in the Classroom

In the following chapters, we will discuss how action research takes shape in your classroom, and we wanted to briefly summarize the key advantages to action research methodology over other types of research methodology. As Koshy (2010, p. 25) notes, action research provides useful methodology for school and classroom research because:

Advantages of Action Research for the Classroom

• research can be set within a specific context or situation;
• researchers can be participants – they don’t have to be distant and detached from the situation;
• it involves continuous evaluation and modifications can be made easily as the project progresses;
• there are opportunities for theory to emerge from the research rather than always follow a previously formulated theory;
• the study can lead to open-ended outcomes;
• through action research, a researcher can bring a story to life.

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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Action Research: What it is, Stages & Examples

The best way to get things accomplished is to do it yourself. This statement is utilized in corporations, community projects, and national governments. These organizations are relying on action research to cope with their continuously changing and unstable environments as they function in a more interdependent world.

In practical educational contexts, this involves using systematic inquiry and reflective practice to address real-world challenges, improve teaching and learning, enhance student engagement, and drive positive changes within the educational system.

This post outlines the definition of action research, its stages, and some examples.

Content Index

What is action research?

Stages of action research, the steps to conducting action research, examples of action research, advantages and disadvantages of action research.

Action research is a strategy that tries to find realistic solutions to organizations’ difficulties and issues. It is similar to applied research.

Action research refers basically learning by doing. First, a problem is identified, then some actions are taken to address it, then how well the efforts worked are measured, and if the results are not satisfactory, the steps are applied again.

It can be put into three different groups:

• Positivist: This type of research is also called “classical action research.” It considers research a social experiment. This research is used to test theories in the actual world.
• Interpretive: This kind of research is called “contemporary action research.” It thinks that business reality is socially made, and when doing this research, it focuses on the details of local and organizational factors.
• Critical: This action research cycle takes a critical reflection approach to corporate systems and tries to enhance them.

All research is about learning new things. Collaborative action research contributes knowledge based on investigations in particular and frequently useful circumstances. It starts with identifying a problem. After that, the research process is followed by the below stages:

Stage 1: Plan

For an action research project to go well, the researcher needs to plan it well. After coming up with an educational research topic or question after a research study, the first step is to develop an action plan to guide the research process. The research design aims to address the study’s question. The research strategy outlines what to undertake, when, and how.

Stage 2: Act

The next step is implementing the plan and gathering data. At this point, the researcher must select how to collect and organize research data . The researcher also needs to examine all tools and equipment before collecting data to ensure they are relevant, valid, and comprehensive.

Stage 3: Observe

Data observation is vital to any investigation. The action researcher needs to review the project’s goals and expectations before data observation. This is the final step before drawing conclusions and taking action.

Different kinds of graphs, charts, and networks can be used to represent the data. It assists in making judgments or progressing to the next stage of observing.

Stage 4: Reflect

This step involves applying a prospective solution and observing the results. It’s essential to see if the possible solution found through research can really solve the problem being studied.

The researcher must explore alternative ideas when the action research project’s solutions fail to solve the problem.

Action research is a systematic approach researchers, educators, and practitioners use to identify and address problems or challenges within a specific context. It involves a cyclical process of planning, implementing, reflecting, and adjusting actions based on the data collected. Here are the general steps involved in conducting an action research process:

Identify the action research question or problem

Clearly define the issue or problem you want to address through your research. It should be specific, actionable, and relevant to your working context.

Review existing knowledge

Conduct a literature review to understand what research has already been done on the topic. This will help you gain insights, identify gaps, and inform your research design.

Plan the research

Develop a research plan outlining your study’s objectives, methods, data collection tools, and timeline. Determine the scope of your research and the participants or stakeholders involved.

Collect data

Implement your research plan by collecting relevant data. This can involve various methods such as surveys, interviews, observations, document analysis, or focus groups. Ensure that your data collection methods align with your research objectives and allow you to gather the necessary information.

Analyze the data

Once you have collected the data, analyze it using appropriate qualitative or quantitative techniques. Look for patterns, themes, or trends in the data that can help you understand the problem better.

Reflect on the findings

Reflect on the analyzed data and interpret the results in the context of your research question. Consider the implications and possible solutions that emerge from the data analysis. This reflection phase is crucial for generating insights and understanding the underlying factors contributing to the problem.

Develop an action plan

Based on your analysis and reflection, develop an action plan that outlines the steps you will take to address the identified problem. The plan should be specific, measurable, achievable, relevant, and time-bound (SMART goals). Consider involving relevant stakeholders in planning to ensure their buy-in and support.

Implement the action plan

Put your action plan into practice by implementing the identified strategies or interventions. This may involve making changes to existing practices, introducing new approaches, or testing alternative solutions. Document the implementation process and any modifications made along the way.

Evaluate and monitor progress

Continuously monitor and evaluate the impact of your actions. Collect additional data, assess the effectiveness of the interventions, and measure progress towards your goals. This evaluation will help you determine if your actions have the desired effects and inform any necessary adjustments.

Reflect and iterate

Reflect on the outcomes of your actions and the evaluation results. Consider what worked well, what did not, and why. Use this information to refine your approach, make necessary adjustments, and plan for the next cycle of action research if needed.

Remember that participatory action research is an iterative process, and multiple cycles may be required to achieve significant improvements or solutions to the identified problem. Each cycle builds on the insights gained from the previous one, fostering continuous learning and improvement.

Explore Insightfully Contextual Inquiry in Qualitative Research

Here are two real-life examples of action research.

Action research initiatives are frequently situation-specific. Still, other researchers can adapt the techniques. The example is from a researcher’s (Franklin, 1994) report about a project encouraging nature tourism in the Caribbean.

In 1991, this was launched to study how nature tourism may be implemented on the four Windward Islands in the Caribbean: St. Lucia, Grenada, Dominica, and St. Vincent.

For environmental protection, a government-led action study determined that the consultation process needs to involve numerous stakeholders, including commercial enterprises.

First, two researchers undertook the study and held search conferences on each island. The search conferences resulted in suggestions and action plans for local community nature tourism sub-projects.

Several islands formed advisory groups and launched national awareness and community projects. Regional project meetings were held to discuss experiences, self-evaluations, and strategies. Creating a documentary about a local initiative helped build community. And the study was a success, leading to a number of changes in the area.

Lau and Hayward (1997) employed action research to analyze Internet-based collaborative work groups.

Over two years, the researchers facilitated three action research problem -solving cycles with 15 teachers, project personnel, and 25 health practitioners from diverse areas. The goal was to see how Internet-based communications might affect their virtual workgroup.

First, expectations were defined, technology was provided, and a bespoke workgroup system was developed. Participants suggested shorter, more dispersed training sessions with project-specific instructions.

The second phase saw the system’s complete deployment. The final cycle witnessed system stability and virtual group formation. The key lesson was that the learning curve was poorly misjudged, with frustrations only marginally met by phone-based technical help. According to the researchers, the absence of high-quality online material about community healthcare was harmful.

Role clarity, connection building, knowledge sharing, resource assistance, and experiential learning are vital for virtual group growth. More study is required on how group support systems might assist groups in engaging with their external environment and boost group members’ learning. 

Action research has both good and bad points.

• It is very flexible, so researchers can change their analyses to fit their needs and make individual changes.
• It offers a quick and easy way to solve problems that have been going on for a long time instead of complicated, long-term solutions based on complex facts.
• If It is done right, it can be very powerful because it can lead to social change and give people the tools to make that change in ways that are important to their communities.

Disadvantages

• These studies have a hard time being generalized and are hard to repeat because they are so flexible. Because the researcher has the power to draw conclusions, they are often not thought to be theoretically sound.
• Setting up an action study in an ethical way can be hard. People may feel like they have to take part or take part in a certain way.
• It is prone to research errors like selection bias , social desirability bias, and other cognitive biases.

LEARN ABOUT: Self-Selection Bias

This post discusses how action research generates knowledge, its steps, and real-life examples. It is very applicable to the field of research and has a high level of relevance. We can only state that the purpose of this research is to comprehend an issue and find a solution to it.

At QuestionPro, we give researchers tools for collecting data, like our survey software, and a library of insights for any long-term study. Go to the Insight Hub if you want to see a demo or learn more about it.

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Frequently Asked Questions(FAQ’s)

Action research is a systematic approach to inquiry that involves identifying a problem or challenge in a practical context, implementing interventions or changes, collecting and analyzing data, and using the findings to inform decision-making and drive positive change.

Action research can be conducted by various individuals or groups, including teachers, administrators, researchers, and educational practitioners. It is often carried out by those directly involved in the educational setting where the research takes place.

The steps of action research typically include identifying a problem, reviewing relevant literature, designing interventions or changes, collecting and analyzing data, reflecting on findings, and implementing improvements based on the results.

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Action Research

What is action research.

Action research is a methodology that emphasizes collaboration between researchers and participants to identify problems, develop solutions and implement changes. Designers plan, act, observe and reflect, and aim to drive positive change in a specific context. Action research prioritizes practical solutions and improvement of practice, unlike knowledge generation, which is the priority of traditional methods.  

© New Mexico State University, Fair Use

Why is Action Research Important in UX Design?

Action research stands out as a unique approach in user experience design (UX design), among other types of research methodologies and fields. It has a hands-on, practical focus, so UX designers and researchers who engage in it devise and execute research that not only gathers data but also leads to actionable insights and solid real-world solutions. 

The concept of action research dates back to the 1940s, with its roots in the work of social psychologist Kurt Lewin. Lewin emphasized the importance of action in understanding and improving human systems. The approach rapidly gained popularity across various fields, including education, healthcare, social work and community development.  

Kurt Lewin, the Founder of social psychology.

© Wikimedia Commons, Fair Use

In UX design, the incorporation of action research appeared with the rise of human-centered design principles. As UX design started to focus more on users' needs and experiences, the participatory and problem-solving nature of action research became increasingly significant. Action research bridges the gap between theory and practice in UX design. It enables designers to move beyond hypothetical assumptions and base their design decisions on concrete, real-world data. This not only enhances the effectiveness of the design but also boosts its credibility and acceptance among users—vital bonuses for product designers and service designers. 

At its core, action research is a systematic, participatory and collaborative approach to research . It emphasizes direct engagement with specific issues or problems and aims to bring about positive change within a particular context. Traditional research methodologies tend to focus solely on the generation of theoretical knowledge. Meanwhile, action research aims to solve real-world problems and generate knowledge simultaneously .  

Action research helps designers and design teams gather first-hand insights so they can deeply understand their users' needs, preferences and behaviors. With it, they can devise solutions that genuinely address their users’ problems—and so design products or services that will resonate with their target audiences. As designers actively involve users in the research process, they can gather authentic insights and co-create solutions that are both effective and user-centric.  

Moreover, the iterative nature of action research aligns perfectly with the UX design process. It allows designers to continuously learn from users' feedback, adapt their designs accordingly, and test their effectiveness in real-world contexts. This iterative loop of planning, acting, observing and reflecting ensures that the final design solution is user-centric. However, it also ensures that actual user behavior and feedback validates the solution that a design team produces, which helps to make action research studies particularly rewarding for some brands. 

Designers can continuously learn from users’ feedback in action research and iterate accordingly.

© Fauxels, Fair Use

What is The Action Research Process?

Action research in UX design involves several stages. Each stage contributes to the ultimate goal: to create effective and user-centric design solutions. Here is a step-by-step breakdown of the process:  

1. Identify the Problem

This could be a particular pain point users are facing, a gap in the current UX design, or an opportunity for improvement.  

2. Plan the Action

Designers might need to devise new design features, modify existing ones or implement new user interaction strategies.  

3. Implement the Action

Designers put their planned actions into practice. They might prototype the new design, implement the new features or test the new user interaction strategies.  

4. Observe and Collect Data

As designers implement the action they’ve decided upon, it's crucial to observe its effects and collect data. This could mean that designers track user behaviors, collect user feedback, conduct usability tests or use other data collection methods.  

5. Reflect on the Results

From the collected data, designers reflect on the results, analyze the effectiveness of the action and draw insights. If the action has led to positive outcomes, they can further refine it and integrate it into the final design. If not, they can go back to plan new actions and repeat the process.  

An action research example could be where designers do the following: 

Identification : Designers observe a high abandonment rate during a checkout process for an e-commerce website. 

Planning : They analyze the checkout flow to identify potential friction points.  

Action : They isolate these points, streamline the checkout process, introduce guest checkout and optimize form fields.  

Observation : They monitor changes in abandonment rates and collect user feedback.  

Reflection : They assess the effectiveness of the changes as these reduce checkout abandonment.  

Outcome : The design team notices a significant decrease in checkout abandonment, which leads to higher conversion rates as more users successfully purchase goods.  

What Types of Action Research are there?

Action research splits into three main types: technical, collaborative and critical reflection.  

1. Technical Action Research

Technical action research focuses on improving the efficiency and effectiveness of a system or process. Designers often use it in organizational contexts to address specific issues or enhance operations. This could be where designers improve the usability of a website, optimize the load time of an application or enhance the accessibility of a digital product.  

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2. Collaborative Action Research

Collaborative action research emphasizes the active participation of stakeholders in the research process. It's about working together to identify issues, co-create solutions and implement changes. In the context of UX design, this could mean that designers collaborate with users to co-design a new feature, work with developers to optimize a process, or partner with business stakeholders to align the UX strategy with business goals.  

3. Critical Reflection Action Research

Critical reflection action research aims to challenge dominant power structures and social injustices within a particular context. It emphasizes the importance of where designers and design teams reflect on the underlying assumptions and values that drive research and decision-making processes. In UX design, this could be where designers question the design biases, challenge the stereotypes, and promote inclusivity and diversity in design decisions.  

What are the Benefits and Challenges of Action Research?

Like any UX research method or approach, action research comes with its own set of benefits and challenges.  

Benefits of Action Research

Real-world solutions.

Action research focuses on solving real-world problems. This quality makes it highly relevant and practical. It allows UX designers to create solutions that are not just theoretically sound but also valid in real-world contexts.  

User Involvement

Action research involves users in the research process, which lets designers gather first-hand insights into users' needs, preferences and behaviors. This not only enhances the accuracy and reliability of the research but also fosters user engagement and ownership long before user testing of high-fidelity prototypes.  

Continuous Learning

The iterative nature of action research promotes continuous learning and improvement. It enables designers to adapt their designs based on users' feedback and learn from their successes and failures. They can fine-tune better tools and deliverables, such as more accurate user personas, from their findings.

Author and Human-Computer Interaction Expert, Professor Alan Dix explains personas and why they are important: 

Challenges of Action Research

Time- and resource-intensive.

Action research involves multiple iterations of planning, acting, observing and reflecting, which can be time- and resource-intensive. 

Complexity of Real-world Contexts

It can be difficult to implement changes and observe their effects in real-world contexts. This is due to the complexity and unpredictability of real-world situations.  

Risk of Subjectivity

Since action research involves close collaboration with stakeholders, there's a risk of subjectivity and bias influencing the research outcomes. It's crucial for designers to maintain objectivity and integrity throughout the research process. 

Ethical Considerations

It can be a challenge to ensure all participants understand the nature of the research and agree to participate willingly. Also, it’s vital to safeguard the privacy of participants and sensitive data.  

Scope Creep

The iterative nature of action research might lead to expanding goals, and make the project unwieldy.  

Generalizability

The contextual focus of action research may limit the extent to which designers can generalize findings from field studies to other settings.  

Best Practices and Tips for Successful Action Research

1. define clear objectives.

To begin, designers should define clear objectives. They should ask the following: 

What is the problem to try to solve? 

What change is desirable as an outcome?  

To have clear objectives will guide their research process and help them stay focused.  

2. Involve Users

It’s vital to involve users in the research process. Designers should collaborate with them to identify issues, co-create solutions and implement changes in real time. This will not only enhance the relevance of the research but also foster user engagement and ownership.  

3. Use a Variety of Data Collection Methods

To conduct action research means to observe the effects of changes in real-world contexts. This requires a variety of data collection methods. Designers should use methods like surveys, user interviews, observations and usability tests to gather diverse and comprehensive data. 

UX Strategist and Consultant, William Hudson explains the value of usability testing in this video: 

4. Reflect and Learn

Action research is all about learning from action. Designers should reflect on the outcomes of their actions, analyze the effectiveness of their solutions and draw insights. They can use these insights to inform their future actions and continuously improve the design.  

5. Communicate and Share Findings

Lastly, designers should communicate and share their findings with all stakeholders. This not only fosters transparency and trust but also facilitates collective learning and improvement.  

What are Other Considerations to Bear in Mind with Action Research?

Quantitative data.

Action research involves both qualitative and quantitative data, but it's important to remember to place emphasis on qualitative data. While quantitative data can provide useful insights, designers who rely too heavily on it may find a less holistic view of the user experience. 

Professor Alan Dix explains the difference between quantitative and qualitative data in this video: 

User Needs and Preferences

Designers should focus action research on understanding user needs and preferences. If they ignore these in favor of more technical considerations, the resulting design solutions may not meet users' expectations or provide them with a satisfactory experience.  

User Feedback

It's important to seek user feedback at each stage of the action research process. Without this feedback, designers may not optimize design solutions for user needs. For example, they may find the information architecture confusing. Additionally, without user feedback, it can be difficult to identify any unexpected problems that may arise during the research process.  

Time Allocation

Action research requires time and effort to ensure successful outcomes. If designers or design teams don’t permit enough time for the research process, it can lead to rushed decisions and sloppy results. It's crucial to plan ahead and set aside enough time for each stage of the action research process—and ensure that stakeholders understand the time-consuming nature of research and digesting research findings, and don’t push for premature results. 

Contextual Factors

Contextual factors such as culture, environment and demographics play an important role in UX design. If designers ignore these factors, it can lead to ineffective design solutions that don't properly address users' needs and preferences or consider their context.  

Professor Alan Dix explains the need to consider users’ culture in design, in this video: 

Copyright holder: Tommi Vainikainen _ Appearance time: 2:56 - 3:03 Copyright license and terms: Public domain, via Wikimedia Commons

Copyright holder: Maik Meid _ Appearance time: 2:56 - 3:03 Copyright license and terms: CC BY 2.0, via Wikimedia Commons _ Link: https://commons.wikimedia.org/wiki/File:Norge_93.jpg

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Copyright holder: Tiia Monto _ Appearance time: 2:56 - 3:03 Copyright license and terms: CC BY-SA 3.0, via Wikimedia Commons _ Link: https://commons.wikimedia.org/wiki/File:Turku_-_harbour_sign.jpg

Overall, in the ever-evolving field of UX design, this is one methodology that can serve as a powerful research tool for driving positive change and promoting continuous learning. Since to do action research means to actively involve users in the research process and research projects, and focus on real-world problem-solving, it allows designers to create more user-centered designs. These digital solutions and services will be more likely to resonate with the target users and deliver exceptional user experiences.  

Despite its challenges, the benefits of action research far outweigh the risks. Action research is therefore a valuable approach for UX designers who are keen on creating a wide range of impactful and sustainable design solutions. The biggest lesson with action research is to ensure that user needs and preferences are at the center of the research process. 

Learn More about Action Research  

Take our User Research: Methods and Best Practices course.  

Take our Master Class Radical Participatory Design: Insights From NASA’s Service Design Lead with Victor Udoewa, Service Design Lead, NASA SBIR/STTR Program. 

Read more in-depth information in 3 things design thinking can learn from action research by Amin Mojtahedi, PhD . 

Find additional insights in What Technical Communicators and UX Designers Can Learn From Participatory Action Research by Guiseppe . 

Discover more insights and tips in Action Research: Steps, Benefits, and Tips by Lauren Stewart .

Questions related to Action Research

Action research and design thinking are both methodologies to solve problems and implement changes, but they have different approaches and emphases. Here's how they differ:  

Objectives  

Action research aims to solve specific problems within a community or organization through a cycle of planning, action, observation and reflection. It focuses on iterative learning and solving real-world problems through direct intervention.  

Design thinking focuses on addressing complex problems by understanding the user's needs, re-framing the problem in human-centric ways, creating many ideas in brainstorming sessions, and adopting a hands-on approach in prototyping and testing. It emphasizes innovation and the creation of solutions that are desirable, feasible and viable.  

Process  

Action research involves a cyclic process that includes:  

- Identify a problem.  

- Plan an action.  

- Implement the action.  

- Observe and evaluate the outcomes.  

- Reflect on the findings and plan the next cycle. 

Design thinking follows a non-linear, iterative process that typically includes five phases:  

- Empathize: Understand the needs of those you're designing for.  

- Define: Clearly articulate the problem you want to solve.  

- Ideate: Brainstorm a range of creative solutions.  

- Prototype: Build a representation of one or more of your ideas.  

- Test: Return to your original user group and test your idea for feedback.  

User Involvement  

Action research actively involves participants in the research process. The participants are co-researchers and have a direct stake in the problem at hand.  

Design thinking prioritizes empathy with users and stakeholders to ensure that the solutions are truly user-centered. While users are involved, especially in the empathy and testing phases, they may not be as deeply engaged in the entire process as they are in action research.  

Outcome  

Action research typically aims for practical outcomes that directly improve practices or address issues within the specific context studied. Its success is measurable by the extent of problem resolution or improvement.  

Design thinking seeks to generate innovative solutions that may not only solve the identified problem but also provide a basis for new products, services or ways of thinking. The success is often measurable in terms of innovation, user satisfaction and feasibility of implementation.  

In summary, while both action research and design thinking are valuable in addressing problems, action research is more about participatory problem-solving within specific contexts, and design thinking is about innovative solution-finding with a strong emphasis on user needs. 

Take our Design Thinking: The Ultimate Guide course. 

To define the research question in an action research project, start by identifying a specific problem or area of interest in your practice or work setting. Reflect on this issue deeply to understand its nuances and implications. Then, narrow your focus to a question that is both actionable and researchable. This question should aim to explore ways to improve, change or understand the problem better. Ensure the question is clear, concise and aligned with the goals of your project. It must invite inquiry and suggest a path towards finding practical solutions or gaining deeper insights. 

For instance, if you notice a decline in user engagement with a product, your research question could be, "How can we modify the user interface of our product to enhance user engagement?" This question clearly targets an improvement, focuses on a specific aspect (the user interface) and implies actionable outcomes (modifications to enhance engagement). 

Take our Master Class Radical Participatory Design: Insights From NASA’s Service Design Lead with Victor Udoewa, Service Design Lead, NASA SBIR/STTR Program.  

Designers use several tools and methods in action research to explore problems and implement solutions. Surveys allow them to gather feedback from a broad audience quickly. Interviews offer deep insights through personal conversations, focusing on users' experiences and needs. Observations help designers understand how people interact with products or services in real environments. Prototyping enables the testing of ideas and concepts through tangible models, and allows for immediate feedback and iteration. Finally, case studies provide detailed analysis of specific instances and offer valuable lessons and insights. 

These tools and methods empower designers to collect data, analyze findings and make informed decisions. When designers employ a combination of these approaches, they ensure a comprehensive understanding of the issues at hand and develop effective solutions. 

CEO of Experience Dynamics, Frank Spillers explains the need to be clear about the problem that designers should address: 

To engage stakeholders in an action research project, first identify all individuals or groups with an interest in the project's outcome. These might include users, team members, clients or community representatives. Clearly communicate the goals, benefits and expected outcomes of the project to them. Use presentations, reports, or informal meetings to share your vision and how their involvement adds value. 

Involve stakeholders early and often by soliciting their feedback through surveys, interviews or workshops. This inclusion not only provides valuable insights but also fosters a sense of ownership and commitment to the project. Establish regular update meetings or newsletters to keep stakeholders informed about progress, challenges and successes. Finally, ensure there are clear channels for stakeholders to share their input and concerns throughout the project. 

This approach creates a collaborative environment where stakeholders feel valued and engaged, leading to more meaningful and impactful outcomes. 

To measure the impact of an action research project, start by defining clear, measurable objectives at the beginning. These objectives should align with the goals of your project and provide a baseline against which you can measure progress. Use quantitative metrics such as increased user engagement, sales growth or improved performance scores for a tangible assessment of impact. Incorporate qualitative data as well, such as user feedback and case studies, to understand the subjective experiences and insights gained through the project. 

Conduct surveys or interviews before and after the project to compare results and identify changes. Analyze this data to assess how well the project met its objectives and what effect it had on the target issue or audience. Document lessons learned and unexpected outcomes to provide a comprehensive view of the project's impact. This approach ensures a holistic evaluation, combining numerical data and personal insights to gauge the success and influence of your action research project effectively. 

Take our Master Class Design KPIs: From Insights to Impact with Vitaly Friedman, Senior UX consultant, European Parliament, and Creative Lead, Smashing Magazine. 

When unexpected results or obstacles emerge during action research, first, take a step back and assess the situation. Identify the nature of the unexpected outcome or obstacle and analyze its potential impact on your project. This step is crucial for understanding the issue at hand. 

Next, communicate with your team and stakeholders about the situation. Open communication ensures everyone understands the issue and can contribute to finding a solution. 

Then, consider adjusting your research plan or design strategy to accommodate the new findings or to overcome the obstacles. This might involve revisiting your research questions, methods or even the design problem you are addressing. 

Always document these changes and the reasons behind them. This documentation will be valuable for understanding the project's evolution and for future reference. 

Finally, view these challenges as learning opportunities. Unexpected results can lead to new insights and innovations that strengthen your project in the long run. 

By remaining flexible, communicating effectively, and being willing to adjust your approach, you can navigate the uncertainties of action research and continue making progress towards your goals. 

Professor Alan Dix explains externalization, a creative process that can help designers to adapt to unexpected roadblocks and find a good way forward: 

Action research can significantly contribute to inclusive and accessible design by directly involving users with diverse needs in the research and design process. When designers engage individuals from various backgrounds, abilities and experiences, they can gain a deeper understanding of the wide range of user requirements and preferences. This approach ensures that the products or services they develop cater to a broader audience, including those with disabilities. 

Furthermore, action research allows for iterative testing and feedback loops with users. This quality enables designers to identify and address accessibility challenges early in the design process. The continuous engagement helps in refining designs to be more user-friendly and inclusive. 

Additionally, action research fosters a culture of empathy and understanding within design teams, as it emphasizes the importance of seeing the world from the users' perspectives. This empathetic approach leads to more thoughtful and inclusive design decisions, ultimately resulting in products and services that are accessible to everyone. 

By prioritizing inclusivity and accessibility through action research, designers can create more equitable and accessible solutions that enhance the user experience for all. 

Take our Master Class How to Design for Neurodiversity: Inclusive Content and UX with Katrin Suetterlin, UX Content Strategist, Architect and Consultant. 

To ensure the reliability and validity of data in action research, follow these steps: 

Define clear research questions: Start with specific, clear research questions to guide your data collection. This clarity helps in gathering relevant and focused data. 

Use multiple data sources: Collect data from various sources to cross-verify information. This triangulation strengthens the reliability of your findings. 

Apply consistent methods: Use consistent data collection methods throughout your research. If conducting surveys or interviews, keep questions consistent across participants to ensure comparability. 

Engage in peer review: Have peers or experts review your research design and data analysis. Feedback can help identify biases or errors, and enhance the validity of your findings. 

Document the process: Keep detailed records of your research process, including how you collected and analyzed data. Documentation allows others to understand and validate your research methodology. 

Test and refine instruments: If you’re using surveys or assessment tools, test them for reliability and validity before using them extensively. Pilot testing helps refine these instruments, and ensures they accurately measure what they intend to. 

When you adhere to these principles, you can enhance the reliability and validity of your action research data, leading to more trustworthy and impactful outcomes. 

Take our Data-Driven Design: Quantitative Research for UX course.  

To analyze data collected during an action research project, follow these steps: 

Organize the data: Begin by organizing your data, categorizing information based on types, sources or research questions. This organization makes the data manageable and prepares you for in-depth analysis. 

Identify patterns and themes: Look for patterns, trends and themes within your data. This might mean to code qualitative data or use statistical tools for quantitative data to uncover recurring elements or significant findings. 

Compare findings to objectives: Match your findings against the research objectives. Assess how the data answers your research questions or addresses the issues you set out to explore. 

Use software tools: Consider using data analysis software, especially for complex or large data sets. Tools like NVivo for qualitative data or SPSS for quantitative data can simplify analysis and help in identifying insights. 

Draw conclusions: Based on your analysis, draw conclusions about what the data reveals. Look for insights that answer your research questions or offer solutions to the problem you are investigating. 

Reflect and act: Reflect on the implications of your findings. Consider how they impact your understanding of the research problem and what actions they suggest for improvement or further investigation. 

This approach to data analysis ensures a thorough understanding of the collected data, allowing you to draw meaningful conclusions and make informed decisions based on your action research project. 

Professor Ann Blandford, Professor of Human-Computer Interaction, UCL explains valuable aspects of data collection in this video: 

Baskerville, R. L., & Wood-Harper, A. T. (1996). A critical perspective on action research as a method for information systems research . Journal of Information Technology, 11(3), 235-246.   

This influential paper examines the philosophical underpinnings of action research and its application in information systems research, which is closely related to UX design. It highlights the strengths of action research in addressing complex, real-world problems, as well as the challenges in maintaining rigor and achieving generalizability. The paper helped establish action research as a valuable methodology in the information systems and UX design fields.  

Di Mascio, T., & Tarantino, L. (2015). New Design Techniques for New Users: An Action Research-Based Approach . In Proceedings of the 17th International Conference on Human-Computer Interaction with Mobile Devices and Services Adjunct (pp. 83-96). ACM. 

This paper describes an action research project that aimed to develop a novel data gathering technique for understanding the context of use of a technology-enhanced learning system for children. The authors argue that traditional laboratory experiments struggle to maintain relevance to the real world, and that action research, with its focus on solving practical problems, is better suited to addressing the needs of new ICT products and their users. The paper provides insights into the action research process and reflects on its value in defining new methods for solving complex, real-world problems. The work is influential in demonstrating the applicability of action research in the field of user experience design, particularly for designing for new and underserved user groups. 

Villari, B. (2014). Action research approach in design research . In Proceedings of the 5th STS Italia Conference A Matter of Design: Making Society through Science and Technology (pp. 306-316). STS Italia Publishing.  

This paper explores the application of action research in the field of design research. The author argues that design is a complex practice that requires interdisciplinary skills and the ability to engage with diverse communities. Action research is presented as a research strategy that can effectively merge theory and practice, linking the reflective dimension to practical activities. The key features of action research highlighted in the paper are its context-dependent nature, the close relationship between researchers and the communities involved, and the iterative process of examining one's own practice and using research insights to inform future actions. The paper is influential in demonstrating the value of action research in addressing the challenges of design research, particularly in terms of bridging the gap between theory and practice and fostering collaborative, user-centered approaches to design.  

Brandt, E. (2004). Action research in user-centred product development . AI & Society, 18(2), 113-133.  

This paper reports on the use of action research to introduce new user-centered work practices in two commercial product development projects. The author argues that the growing complexity of products and the increasing importance of quality, usability, and customization demand new collaborative approaches that involve customers and users directly in the development process. The paper highlights the value of using action research to support these new ways of working, particularly in terms of creating and reifying design insights in representations that can foster collaboration and continuity throughout the project. The work is influential in demonstrating the applicability of action research in the context of user-centered product development, where the need to bridge theory and practice and engage diverse stakeholders is paramount. The paper provides valuable insights into the practical challenges and benefits of adopting action research in this domain. 

1. Reason, P., & Bradbury, H. (Eds.). (2001). Handbook of action research: Participative inquiry and practice . SAGE Publications.  

This comprehensive handbook is considered a seminal work in the field of action research. It provides a thorough overview of the history, philosophical foundations, and diverse approaches to action research. The book features contributions from leading scholars and practitioners, covering topics such as participatory inquiry, critical action research, and the role of action research in organizational change and community development. It has been highly influential in establishing action research as a rigorous and impactful research methodology across various disciplines. 

 2. Stringer, E. T. (2013). Action Research (4th ed.) . SAGE Publications.  

This book by Ernest T. Stringer is a widely recognized and accessible guide to conducting action research. It provides clear, step-by-step instructions on the action research process, including gathering information, interpreting and explaining findings, and taking action to address practical problems. The book is particularly valuable for novice researchers and practitioners in fields such as education, social work, and community development, where action research is commonly applied. Its practical approach and real-life examples have made it a go-to resource for those seeking to engage in collaborative, solution-oriented research. 

3. McNiff, J. (2017). Action Research: All You Need to Know (1st ed.) . SAGE Publications.   

This book by Jean McNiff provides a comprehensive guide to conducting action research projects. It covers the key steps of the action research process, including identifying a problem, developing an action plan, implementing changes, and reflecting on the outcomes. The book is influential in the field of action research as it offers practical advice and strategies for practitioners across various disciplines, such as education, healthcare, and organizational development. It emphasizes the importance of critical reflection, collaboration, and the integration of theory and practice, making it a valuable resource for those seeking to engage in rigorous, transformative research. 

Answer a Short Quiz to Earn a Gift

What is a primary characteristic of action research in UX design?

• It drives practical changes through iterative cycles.
• It focuses solely on theoretical knowledge.
• It relies on external consultants to dictate changes.

Which type of action research improves system efficiency and effectiveness?

• Collaborative Action Research
• Critical Reflection Action Research
• Technical Action Research

What role do stakeholders play in collaborative action research?

• They participate actively in co-creating solutions.
• They provide financial support only.
• They review and approve final designs.

How do users in action research benefit the design process?

• They help make sure designs meet actual user needs and preferences.
• They help speed up the design process significantly.
• They limit the scope of design innovations.

What is the purpose of the reflection stage in the action research process?

• To document the research process for publication only
• To evaluate the effectiveness of actions and plan further improvements
• To finalize the product design without further changes

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Literature on Action Research

Here’s the entire UX literature on Action Research by the Interaction Design Foundation, collated in one place:

Learn more about Action Research

Take a deep dive into Action Research with our course User Research – Methods and Best Practices .

How do you plan to design a product or service that your users will love , if you don't know what they want in the first place? As a user experience designer, you shouldn't leave it to chance to design something outstanding; you should make the effort to understand your users and build on that knowledge from the outset. User research is the way to do this, and it can therefore be thought of as the largest part of user experience design .

In fact, user research is often the first step of a UX design process—after all, you cannot begin to design a product or service without first understanding what your users want! As you gain the skills required, and learn about the best practices in user research, you’ll get first-hand knowledge of your users and be able to design the optimal product—one that’s truly relevant for your users and, subsequently, outperforms your competitors’ .

This course will give you insights into the most essential qualitative research methods around and will teach you how to put them into practice in your design work. You’ll also have the opportunity to embark on three practical projects where you can apply what you’ve learned to carry out user research in the real world . You’ll learn details about how to plan user research projects and fit them into your own work processes in a way that maximizes the impact your research can have on your designs. On top of that, you’ll gain practice with different methods that will help you analyze the results of your research and communicate your findings to your clients and stakeholders—workshops, user journeys and personas, just to name a few!

By the end of the course, you’ll have not only a Course Certificate but also three case studies to add to your portfolio. And remember, a portfolio with engaging case studies is invaluable if you are looking to break into a career in UX design or user research!

We believe you should learn from the best, so we’ve gathered a team of experts to help teach this course alongside our own course instructors. That means you’ll meet a new instructor in each of the lessons on research methods who is an expert in their field—we hope you enjoy what they have in store for you!

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An Introduction to Action Research

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Why do action research?

5 benefits of doing action research in the classroom.

Teachers are constantly tinkering, creating, learning, and growing. Action research is a slightly formalized version of what skilled teachers do every day.

By honoring action research as systematic professional inquiry, we empower teachers to improve their practice. It’s easy to get started undertaking a small, powerful action research project in your classroom. Let’s see what it can look like.

What it looks like and why it’s worth it

Classrooms are complex social environments. In addition to subject matter and developmental expertise, teachers possess very specific knowledge about the learning dynamics of a classroom. Teachers understand that everything from the culture of the school to the current dating status of particular class members may influence the success of a lesson.

This complexity means that large-scale education research has limited applicability on a day-to-day basis. There are just too many contextual factors affecting the implementation of any generalized approach. This means that most of the daily dilemmas of teaching, top-down policies and large-scale research are not detailed or nuanced enough to be useful.

Here are 5 benefits of doing action research in the classroom

1. action research powers professional growth.

Action research is a powerful form of teacher-driven professional development.

In Action Research for Professional Development , Jane McNiff suggests starting with the question “How do I improve my work?” She argues that action research is fundamentally a professional improvement strategy.

At the Middle Grades Institute each summer, participants seeking graduate credit use the Institute to launch their action research. Then, they present their findings to peers at a statewide gathering in January of each year.

2. Action research makes change manageable

Action research helps teachers focus on one aspect of their practice they would like to improve. Specific questions and a finite time period bind each iteration. This ensures natural pauses for reflection and planning.

Victoria Smith, a Language Arts teacher at Crossett Brook Middle School in Waterbury, Vermont, focused her research on a single unit where she experimented with a choice model which had been inspired by the art teacher at her school .

Michael Crocker, at The Cabot School, in Cabot VT, focused his research on a single day. He examined whether and how digital devices could enhance a field trip.

In the rapidly shifting world of education, action research helps prioritize which changes are worthy of extra attention. Action researchers pick a slice of their practice and dive into the research literature, then they use data to evaluate success and draw conclusions.

3. Action research promotes collaboration

The systematic nature of action research promotes purposeful collaboration.

A team from Hazen Union Middle School, in Hardwick, Vermont, sought to create a new interdisciplinary unit called “I Belong,” so they worked together on an action research project to document and study the results .

Educators can also collaborate between schools to share and compare related approaches. Check out this study looking at how student goal-setting is enhanced by digital tools , conducted by educators from Wallingford Elementary School and Shrewsbury Mountain School, in central Vermont.

4. Action research loves being shared

If you’ve ever wondered how to improve a certain aspect of your practice, then it’s entirely likely another teacher is wondering how to improve that exact same aspect of their own practice.

Get together and share

The Middle Grades Conference each January provides a venue for discussing action research and professional learning by teachers from around the state. Educators prepare presentations showcasing their driving question as well as the method they used to investigate it. They also prepare a short summary of their findings. The topics they pursue impact not only their own teaching but also intersect with issues and initiatives affecting teachers statewide.

Educators at Mill River Union High School showcased both the qualitative —

and quantitative —

nature of their action research project. It examined the effect of formal professional development on the amount and nature of tech integration at the school.

In my experience, it is one of the best conferences to attend or at which to present. It’s a low-key way for educators to be seen as and receive recognition for, being experts in their classrooms. It also gives educators a way to peer into other classrooms and see solutions to common issues in teaching.

Get a chance to publish

Sam Nelson, a social studies teacher at Shelburne Community School in Vermont, recently published his action research in the journal Middle Grades Review . The article details his evolution in creating opportunities for students to practice within a proficiency-based learning environment.

5. Action research can power systems change

The share-ability of action research makes it a useful vehicle for influencing school and district policy, as argued in this ASCD article, Guiding School Improvement with Action Research .

That Mill River Union High School study on the effectiveness of professional development allowed the team to document the positive impact of intensive professional learning. The results allowed them to  advocate for continued support moving forward.

Similarly, a team at Lamoille Union Middle School pioneered Student Led Conferences at the school. Their thorough data collection showed nearly unanimous support by parents and students, providing a strong rationale to expand the practice.

Experts in systemic change recognize that rapid cycles of experimentation and evaluation are more effective than detailed long term action planning. Some schools are even incorporating action research into their evaluation system.

The call to action (research)

Imagine the transformative potential if all teachers have the time and support to conduct action research. In the mean time, I hope that you have the chance to engage in professional inquiry that will benefit you, your teaching, and your students.

Next week, we’re going to break down the action research process into workable steps, so that wherever you are with your practice, you can begin designing your own small, manageable action research project to power up your teaching. Until then, consider the starting point, and think of one aspect of your teaching practice you’d like to improve.

What will you research?

Related posts.

How to get started with action research

Unpacking a great action research project

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Life LeGeros

Life has worked in various roles in K-12 education, including classroom teacher, assistant principal, math department head, state agency administrator, and school board teacher representative. His dissertation focused on the impact of math teachers' knowledge on the growth of their students. He believes in teacher leadership, student empowerment, and challenging the status quo. He loves being immersed in tech-rich and outdoor environments, though not simultaneously. Find him on Twitter @lifelegeros.

4 thoughts on “ Why do action research? ”

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I get a lot of information, thanks

thanks for post.

Action research is very relevant in business because there is always room for improvement with running a business. Action research offers opportunity for continued ideas. In business, the goal is to improve processes. Action research is beneficial in settings in which continued improvement is the focus.

Thanks for sharing

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How Action Research Can Improve Your Teaching

Do you ever find yourself looking at a classroom problem with not a clue in the world about how to fix it? No doubt, teaching art is difficult. Sometimes the issues we face don’t have easy solutions.

One method that is worth looking into is action research. In action research, a teacher takes the time to analyze a problem and then cycles through specific steps to solve it. If you’re struggling with a problem in your classroom, this might be the perfect strategy to try!

What is action research?

Simply put, action research describes a research methodology used to diagnose and address problems. In a school setting, the teacher plays the role of the researcher, and the students represent the study participants. Action research is a meaningful way for a teacher to find out why students perform the way they do.

The term, “action research,” was coined in 1933 by Kurt Lewin to describe a scenario in which a researcher and participants collaborate to solve a specific problem. Donald Schön  developed this idea further with the term, “reflective practitioner,” to describe a researcher who thinks systematically about their practice.

Educators have taken both of these ideas into the classroom to better serve their students.

Here is a look at the basic structure of an action research cycle. You might notice it looks a lot like the Design Thinking Process.

• The teacher recognizes and wonders about a problem in the classroom.
• The teacher thinks about possible reasons students are having trouble.
• The teacher collects and analyzes data.
• The teacher comes up with solutions to try.
• The teacher analyzes the solution.

In this model, if the first solution is not effective, the cycle starts over again. The teacher recognizes what remains of the problem and repeats the steps to collect more evidence and brainstorm new and different solutions.

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Because the process is cyclical, the teacher can loop through the steps as many times as needed to find a solution. Perhaps the best part of action research is that teachers can see which solutions have made a real impact on their students. If you’re looking for an even more in-depth take on the topic, The Art of Classroom Inquiry: A Handbook for Teacher-Researchers  by Hubbard and Powers is a great place to start.

Action research can be as informal or formal as you need it to be. Data is collected through observation, questioning, and discussion with students. Student artwork, photographs of your classroom at work, video interviews, and surveys are all valid forms of data. Students can be involved throughout the whole process, helping to solve the problem within the classroom. With a formal study for a university, there will be requests for permission to use student data through the Institutional Research Board (IRB) process.

How can action research be implemented in your classroom?

I discovered action research while working on my higher degree. Using action research allowed me to find real solutions for real issues in my classroom and gave me my topic of study for my dissertation at the same time!

The problem I chose to address was how to engage students in an analog photography course in the digital age.

I broke my classes into two groups. I taught the district curriculum to one group and an altered curriculum to another. In the altered version, I included big ideas and themes that were important to students such as family, identity, and community.

To gather data, I observed, compared the quality of the photos, and conducted student interviews. I found students were much more engaged when I switched the projects from a technical study (i.e., demonstrating depth of field) to a more personal focus (breaking the teenage stereotype.)

What are the benefits of action research?

Using action research in my classroom allowed me to involve students in the curriculum process. They were actively more engaged within the classroom and felt ownership of their learning.

I was able to show them that teachers can be lifelong learners, and that inquiry is a powerful way to enact change within the classroom. The students cheered me on as I was writing and defended the results of my study. Plus, I was able to connect with them on a personal level, as we were all students. Furthermore, my teaching practice became more confident, and my understanding of art education theory deepened.

Conducting action research also allowed me to become a leader in my community. I was able to present a way to be a reflective practitioner within my classroom and model it for other teachers. I shared my new knowledge with the other art teachers in my district and invited them to try their own informal studies within their classrooms. We were able to shift our focus from one of compliance to one of inquiry and discovery, thus creating a more engaging learning environment for our students.

Action research provides a way to use your new knowledge immediately in your classroom. It allows you to think critically about why and how you run your art classroom. What could be better?

What kinds of issues are you facing in the classroom right now?

What kind of research study might you be interested in conducting?

Magazine articles and podcasts are opinions of professional education contributors and do not necessarily represent the position of the Art of Education University (AOEU) or its academic offerings. Contributors use terms in the way they are most often talked about in the scope of their educational experiences.

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Alexandra Overby, a high school art educator, is one of AOEU’s Adjunct Instructors. She immerses herself in topics of photography practice, visual ethnography, technology in the art room, and secondary curriculum.

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Advantages and Disadvantages of Action Research

Action research is a technique in which a client and an action researcher work together to analyze a problem and build a solution based on the assessment. One of the main aspects of action research is the partnership between the researcher and the client to address key problems. We now list some of the advantages and disadvantages of the action research method.

Advantages of Action Research:

• It encourages folks who haven’t been involved in research to show an interest in it.
• Instead of being passive objects, it describes people as active participants.
• Participation in groups fosters motivation and maintains interest.
• The participants can relate to the research’s focus.
• The research findings are being tracked alongside the actions in order to provide timely feedback.
• It is a suitable and acceptable strategy for use in social and medical contexts.
• Making sure your company research is practically applicable is one of the key benefits of conducting action research. Action research can help to improve the effect and reputation of business research within the business community since it involves engaging with individuals in business organizations.
• It helps participants and researchers to be self-aware.
• The conclusions from this study might be useful in other, comparable locations and circumstances.

Disadvantages of Action Research:

• The difficulty of doing action research is one of its key drawbacks.
• Its nature and definition are not well defined.
• Generalizing conclusions beyond the local situation may not be valid.
• It could take a lot of time for little reward.
• Such projects may run across professional, and cultural barriers.
• The ethical problems need to be managed and addressed carefully.

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• What Is Action Research? | Definition & Examples

What Is Action Research? | Definition & Examples

Published on 27 January 2023 by Tegan George . Revised on 21 April 2023.

Table of contents

Types of action research, action research models, examples of action research, action research vs. traditional research, advantages and disadvantages of action research, frequently asked questions about action research.

There are 2 common types of action research: participatory action research and practical action research.

• Participatory action research emphasises that participants should be members of the community being studied, empowering those directly affected by outcomes of said research. In this method, participants are effectively co-researchers, with their lived experiences considered formative to the research process.
• Practical action research focuses more on how research is conducted and is designed to address and solve specific issues.

Both types of action research are more focused on increasing the capacity and ability of future practitioners than contributing to a theoretical body of knowledge.

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Action research is often reflected in 3 action research models: operational (sometimes called technical), collaboration, and critical reflection.

• Operational (or technical) action research is usually visualised like a spiral following a series of steps, such as “planning → acting → observing → reflecting.”
• Collaboration action research is more community-based, focused on building a network of similar individuals (e.g., college professors in a given geographic area) and compiling learnings from iterated feedback cycles.
• Critical reflection action research serves to contextualise systemic processes that are already ongoing (e.g., working retroactively to analyse existing school systems by questioning why certain practices were put into place and developed the way they did).

Action research is often used in fields like education because of its iterative and flexible style.

After the information was collected, the students were asked where they thought ramps or other accessibility measures would be best utilised, and the suggestions were sent to school administrators. Example: Practical action research Science teachers at your city’s high school have been witnessing a year-over-year decline in standardised test scores in chemistry. In seeking the source of this issue, they studied how concepts are taught in depth, focusing on the methods, tools, and approaches used by each teacher.

Action research differs sharply from other types of research in that it seeks to produce actionable processes over the course of the research rather than contributing to existing knowledge or drawing conclusions from datasets. In this way, action research is formative , not summative , and is conducted in an ongoing, iterative way.

As such, action research is different in purpose, context, and significance and is a good fit for those seeking to implement systemic change.

Action research comes with advantages and disadvantages.

• Action research is highly adaptable , allowing researchers to mould their analysis to their individual needs and implement practical individual-level changes.
• Action research provides an immediate and actionable path forward for solving entrenched issues, rather than suggesting complicated, longer-term solutions rooted in complex data.
• Done correctly, action research can be very empowering , informing social change and allowing participants to effect that change in ways meaningful to their communities.

Disadvantages

• Due to their flexibility, action research studies are plagued by very limited generalisability  and are very difficult to replicate . They are often not considered theoretically rigorous due to the power the researcher holds in drawing conclusions.
• Action research can be complicated to structure in an ethical manner . Participants may feel pressured to participate or to participate in a certain way.
• Action research is at high risk for research biases such as selection bias , social desirability bias , or other types of cognitive biases .

Action research is conducted in order to solve a particular issue immediately, while case studies are often conducted over a longer period of time and focus more on observing and analyzing a particular ongoing phenomenon.

Action research is focused on solving a problem or informing individual and community-based knowledge in a way that impacts teaching, learning, and other related processes. It is less focused on contributing theoretical input, instead producing actionable input.

Action research is particularly popular with educators as a form of systematic inquiry because it prioritizes reflection and bridges the gap between theory and practice. Educators are able to simultaneously investigate an issue as they solve it, and the method is very iterative and flexible.

A cycle of inquiry is another name for action research . It is usually visualized in a spiral shape following a series of steps, such as “planning → acting → observing → reflecting.”

Sources for this article

We strongly encourage students to use sources in their work. You can cite our article (APA Style) or take a deep dive into the articles below.

George, T. (2023, April 21). What Is Action Research? | Definition & Examples. Scribbr. Retrieved 14 May 2024, from https://www.scribbr.co.uk/research-methods/action-research-cycle/

Cohen, L., Manion, L., & Morrison, K. (2017). Research methods in education (8th edition). Routledge.

Naughton, G. M. (2001).  Action research (1st edition). Routledge.

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Action Research

Action research can be defined as “an approach in which the action researcher and a client collaborate in the diagnosis of the problem and in the development of a solution based on the diagnosis” [1] . In other words, one of the main characteristic traits of action research relates to collaboration between researcher and member of organisation in order to solve organizational problems.

Action study assumes social world to be constantly changing, both, researcher and research being one part of that change. [2] Generally, action researches can be divided into three categories: positivist, interpretive and critical.

Positivist approach to action research , also known as ‘classical action research’ perceives research as a social experiment. Accordingly, action research is accepted as a method to test hypotheses in a real world environment.

Interpretive action research , also known as ‘contemporary action research’ perceives business reality as socially constructed and focuses on specifications of local and organisational factors when conducting the action research.

Critical action research is a specific type of action research that adopts critical approach towards business processes and aims for improvements.

The following features of action research need to be taken into account when considering its suitability for any given study:

• It is applied in order to improve specific practices.  Action research is based on action, evaluation and critical analysis of practices based on collected data in order to introduce improvements in relevant practices.
• This type of research is facilitated by participation and collaboration of number of individuals with a common purpose
• Such a research focuses on specific situations and their context

Advantages of Action Research

• High level of practical relevance of the business research;
• Can be used with quantitative, as well as, qualitative data;
• Possibility to gain in-depth knowledge about the problem.

Disadvantages of Action Research

• Difficulties in distinguishing between action and research and ensure the application of both;
• Delays in completion of action research due to a wide range of reasons are not rare occurrences
• Lack of repeatability and rigour

It is important to make a clear distinction between action research and consulting. Specifically, action research is greater than consulting in a way that action research includes both action and research, whereas business activities of consulting are limited action without the research.

Action Research Spiral

Action study is a participatory study consisting of spiral of following self-reflective cycles:

• Planning in order to initiate change
• Implementing the change (acting) and observing the process of implementation and consequences
• Reflecting on processes of change and re-planning
• Acting and observing

Kemmis and McTaggart (2000) do acknowledge that individual stages specified in Action Research Spiral model may overlap, and initial plan developed for the research may become obselete in short duration of time due to a range of factors.

The main advantage of Action Research Spiral model relates to the opportunity of analysing the phenomenon in a greater depth each time, consequently resulting in grater level of understanding of the problem.

Disadvantages of Action Research Spiral model include its assumption each process takes long time to be completed which may not always be the case.

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References 

[1] Bryman, A. & Bell, E. (2011) “Business Research Methods” 3 rd  edition, Oxford University Press

[2] Collis, J. & Hussey, R. (2003) “Business Research. A Practical Guide for Undergraduate and Graduate Students” 2nd edition, Palgrave Macmillan

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Qualitative Research Journal

ISSN : 1443-9883

Article publication date: 30 January 2023

Issue publication date: 20 April 2023

How can people with lived experiences of marginalisation actively participate in contesting their marginalisation? This article aims to review the literature on PAR as a research approach. It will first describe what PAR means and consider this approach's particular features. The paper will go on to explore the advantages, limitations and criticisms of this approach to research.

Design/methodology/approach

How can people with lived experiences of marginalisation actively participate in contesting their marginalisation? The approach of this paper is to provide needed viewpoint discussion on Participatory Action Research (PAR) advantages, limitations and criticisms. PAR is mostly a qualitative research approach that takes account of researchers and participants collaborating to investigate social issues and take actions to bring about social change.

The aim of (PAR) is to systematically collect and analyse data to take action and make a change by generating practical knowledge. However, PAR as an approach to research has advantages and disadvantages. Also, PAR as an approach can be a problematic tool for facilitators and communities to apply due to power relations within the research process. However, PAR can help the praxis of collective critical consciousness of the participation and democratisation of participants presented in studies where this approach is used. Although a PAR approach can be an unknown and challenging tool, it is a path through which communities can explore their society and ignite to change it.

Originality/value

This paper provides a discussion of the critical consciousness value of PAR that seeks to bring academics, researchers and practitioners to the approach to primarily qualitative research methodology that should be understood with advantages, limitations (ethical challenges) and criticisms.

• Participatory action research
• Homelessness
• Qualitative

De Oliveira, B. (2023), "Participatory action research as a research approach: advantages, limitations and criticisms", Qualitative Research Journal , Vol. 23 No. 3, pp. 287-297. https://doi.org/10.1108/QRJ-08-2022-0101

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Pros and Cons of Action Research

Action research.

            Action research involves methodical observation, data collection for purposes of reflection, decision-making, and development of efficient strategies in the classrooms. Action research consists of phases including selecting an area of focus, data collection, data organization, analysis and interpretation of data, study of professional literature, and the last step is taking action. This study aims at analyzing the pros and cons of action research. This will aid in understanding the benefits accrued by practitioners as well as shortfalls of action research.

What is Action Research

Action research is a process of practitioners checking their work to confirm if it is as good as they want. As action research is done by, the practitioner is often referred to practitioner-based research or even self reflecting practice as it entails checking the effectiveness of work done personally (Dick 440). Action 5 research is not a replacement of quasi-experimental research but acts as a means of finding out results where other research paradigms may not be effective. This is due to the difference in the conditions inherent with different research conditions for the choice of a research paradigm to be utilized. Action analysis is primarily used to examine an ongoing situation in a work environment, for example. A choice of a research paradigm depends on it being able to meet the methodology and goals of the research.

Advantages of Action Research

Action research, as a paradigm, was mainly used for the improvement of the teaching profession, which is the main reason for pros and cons of action research examples being centered on education. Action research pros use action analysis as a basic method for improving the efficiency of service delivery in a sector in meeting needs and demands. Action research can be carried out in a teaching organization to allow teachers to recognize their weaknesses and improve on them in order to increase student experience. It will also aid in improving the effectiveness of teaching as a measure of making teachers efficiency in imparting knowledge and development on the students. Action research also aids in the building of a professional culture in the profession of the practitioners. This is possible owing to the better understanding of the practices in the profession that will be effective in meeting the needs and inculcated by practitioners for the development of the culture.

Action study also has the benefit of the the problem-solving skills of the professional within and without their service centers. For teachers, this is possible through an interactive process of the augmented process of the teachers to be analytical in the course of taking part in research. Action research aids teachers to be more reflective of the situation they are faced in and the ability of meeting the requirements of the students. Another prerequisite for action research is critical analysis of own teaching styles and methods. The consequence of incorporation of critical evaluation of teaching styles, analysis, and reflection results in the ability of the teachers to solve problems.

Action research has the ability of sharpening reasoning abilities of the practitioner and aids them in the development of measures of self monitoring to augment performance effectiveness. Through action research, teachers become more aware of their teaching practices, the difference between practice and beliefs, thoughts, feelings, and learning of their pupils. This allows them to tailor their teaching in a well reasoned and with high skill to meet the learning requirements of their pupils. Action research also aids in the ability of teachers to focus on student explanation and conceptions. This is brought about by the fact that action research involves collecting data on student’s understanding and thinking, making teachers understand the students better (Calhoun 33)

The research base of practitioners augments with participation in action research. This is due to collection of literature in literature review part of the action research on the main objective of the research. In teaching profession, the teacher will have a better understanding of the teaching process and will enable them to improve their teaching methods even if they do not eventually conduct the research. The other advantage of is that it aids in the general development of the work environment as it leads to the development of better work practices and strategies for service delivery and duty performance. There is involvement in action research groups in the course of participation in action research that leads to the generation of a new social setting. This is whereby ne relations are created, establishment of dialogue and profession practices, challenging and translating to change and modification. This change results in better practices and beliefs in the profession, which results on better development of the profession and creation of an effective workforce (Balnaves & Caputi 45).

Action research aids in improvement of confidence among practitioners in the course of the performance of their duties. As an example, action research augments a teacher’s confidence through learning various ways they are able to change lives and the importance of their jobs and it improves their confidence in their teaching ability. This improved confidence by the teachers gives them professional self-assurance, which is a main factor in the ability of continuous development of the teaching profession. The main way this is developed by action research is having better knowledge of education issues, formulating significant matters on the issues, and reviews them for the development of education practices (Balnaves & Caputi 24s).

In regards to the teaching profession, the other advantage of action research is that it is regarded as the only viable and coherent way of addressing curriculum development, evaluation and professional development. This is duty to the critical nature of action research on the state of the teaching profession as there is the application of critical theory for the completion of action (Dick 430).

Disadvantages of Action Research

The main disadvantage of action research is that the practitioner evaluates himself or herself. There is a risk in the benefits of action research in this case on the student selection criteria, objectivity in selecting the participants by the practitioner. There may raise a problem in action research if there exists coercion or voluntary selection of the participants is also a problem, honesty in the answers given by the participants is also in doubt, this is due to the presence of fear of repercussions that may arise after the research. This reduces the ability of action research to meet the required needs as there may not be presented the true picture of the situation because of personal evaluation by the teacher (Coghlan,  & Brannik 23).

The other disadvantage of action research is the validity in writing and presentation of the final report by the practitioner. A practitioner may not give a correct report owing to matters that may not be good for the profession including a conclusion that may be critical of their methods of practice. The practitioner may not be willing to write this in the final report; hence, the validity of the report will be in doubt. The other matter is the objectivity in writing of report, as the practitioner may not be able to separate personal issues, and write the report in an objective manner as these touches on his /her profession. This will also affect the ability to deliver a report that is objective, efficient, and of high quality. The last matter for this assertion is if the practitioner will be willing to take corrective action on findings of the report. A recommendation for a change in teaching style may not augur well with the educator because many people love the status quo and there is a very strong resistance to change in all workplaces (Parsons & Kimberlee 29).

The other disadvantage of action research is that the results in action research cannot be generalized. The results can only be applicable to the portion of the population studied and the exact system. The other disadvantage of action research is that it is more difficult to conduct than conventional research as it takes longer and requirements refinement of the methodology as the research continues.

In conclusion, action research has a number of advantages including improved effectiveness, culture development, increases learning and improved confidence for the development of the practitioner in effective service delivery . However, action research has a number of disadvantages including lack of isolation between action research and personal issues, harder than conventional research, lack of generalization and objectivity problems. Despite the stated setbacks, action research has far more advantages than disadvantages making in an effective tool in augmenting service delivery, development of professionalism and the creation of better policies and rules at the workplace. Understanding of the workplace environment and the practitioners as well as quality of service are the other benefits accrued from action research making it an important component in organizational development.

References;

• Balnaves, M., & Caputi, P., 2001, Introduction to quantitative research methods, California: Sage Thousand Oaks.
• Calhoun, E., 1994, “ How to Use Action Research in the Self-Renewing School.” Alexandria, Va: Association for Supervision and Curriculum Development.
• Coghlan, D., & Brannik, T., 2005, Doing Action Research in your Organisation , London: Sage Publicaions.
• Dick, B,. 2006, Action Research Literature, Action Research , 4(4), 439-458.
• Dick, B., 2004, Action Research Literature: Themes and Trends, Action Research , 2(4), 425- 444.
• Parsons, D., & Kimberlee, S., 2002, Teacher as Reflective Practitioner and Action Researcher . Belmont, Calif.: Wadsworth/Thomson Learning.

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Abc Goals for Research and Development Teams

Unlock the power of abc goals for research and development teams with our comprehensive guide. Explore key goal setting techniques and frameworks to drive success in your functional team with Lark's tailored solutions.

Research and Development (R&D) teams play a pivotal role in driving innovation, creating cutting-edge products, and shaping the future of organizations. Establishing clear and effective goals is crucial for guiding these teams towards success. In this comprehensive guide, we will delve into the importance of ABC goals for research and development teams, explore their benefits, outline steps to implement them, and address common pitfalls to avoid.

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Understanding abc goals

Before delving into the benefits and implementation of ABC goals for R&D teams, it's essential to comprehend what these goals entail. ABC goals refer to specific, achievable, and measurable objectives that are set to drive the research and development process forward. These goals are designed to align the efforts of the R&D teams with the strategic objectives of the organization, fostering innovation and growth. By establishing ABC goals , R&D teams can focus their efforts on addressing critical challenges and driving meaningful outcomes.

Benefits of abc goals for research and development teams

Setting ABC goals provides numerous advantages for research and development teams, ultimately contributing to their success and impact within the organization. Let's explore some of the key benefits:

Benefit 1: Enhanced Focus and Alignment

Clear and well-defined ABC goals enable R&D teams to streamline their efforts and align them with the overarching objectives of the organization. This focus helps in prioritizing projects, allocating resources effectively, and fostering a cohesive approach towards innovation and development.

Benefit 2: Improved Accountability and Performance

By setting ABC goals that are measurable and actionable, R&D teams can enhance their accountability and performance. These goals provide a benchmark for evaluating progress, identifying areas for improvement, and optimizing the team's overall efficiency.

Benefit 3: Accelerated Innovation and Problem Solving

ABC goals serve as catalysts for innovation and problem-solving within R&D teams. These goals drive teams to explore new ideas, technologies, and methodologies, ultimately accelerating the pace of innovation and enabling them to overcome complex challenges effectively.

Steps to implement abc goals for research and development teams

Implementing ABC goals effectively requires a strategic approach and clear execution. Let's outline the key steps to integrate ABC goals within R&D teams:

Step 1: Define Clear Objectives

The first step towards implementing ABC goals is to define clear and specific objectives that align with the organization's R&D strategy. These objectives should be tailored to the team's strengths, the market landscape, and the anticipated impact of their innovations.

Step 2: Establish Measurable Key Results

Once the objectives are defined, it's crucial to establish key results that are measurable and time-bound. These key results provide a tangible framework for evaluating the progress and impact of the R&D initiatives, ensuring that the goals are actionable and achievable.

Step 3: Communicate and Align

Effective communication is essential in aligning the entire R&D team with the established ABC goals . Transparent communication ensures that every team member understands their role in achieving the objectives, fostering a united effort towards driving innovation and success.

Step 4: Empower and Support the Team

Empowering the R&D team with the necessary resources, support, and autonomy is crucial for accomplishing ABC goals . Providing access to advanced tools, fostering a culture of experimentation, and offering mentorship can significantly enhance the team's ability to meet and exceed the set goals.

Step 5: Continuously Measure and Adapt

Continuous measurement and adaptation are integral to the success of ABC goals within R&D teams. Regular assessment of progress, feedback mechanisms, and the flexibility to adapt to evolving market dynamics are essential for ensuring that the established goals remain relevant and impactful.

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Common pitfalls and how to avoid them in research and development teams

In the pursuit of implementing ABC goals for R&D teams, several common pitfalls may emerge, hindering the effectiveness of these goals. Let's explore these pitfalls and strategies to avoid them:

Pitfall 1: Overly Ambitious Goals

Setting overly ambitious goals can lead to unrealistic expectations and demotivate the R&D team. It's essential to strike a balance between setting challenging objectives and ensuring that they are attainable within the given timeframe and resources.

Pitfall 2: Lack of Flexibility

Rigidity in goal-setting can impede the adaptability of R&D teams to unforeseen challenges and opportunities. Flexibility in adjusting goals based on market dynamics and emerging insights is critical for sustaining innovation and progress.

Pitfall 3: Inadequate Alignment with Stakeholders

Failing to align ABC goals with the broader objectives and expectations of stakeholders can diminish the impact of R&D initiatives. Engaging stakeholders, understanding their perspectives, and aligning goals with their interests is paramount for ensuring long-term success.

Abc goals in action: examples of effective implementation

Reinventing product development processes.

A leading technology company integrated ABC goals to revamp its product development processes. By setting specific targets for reducing time-to-market and enhancing product quality, the R&D team streamlined their approach, resulting in a 30% increase in product innovation and a notable improvement in customer satisfaction.

Catalyzing breakthrough innovations

An aerospace research institute embraced ABC goals to drive breakthrough innovations in aerospace technologies. By establishing clear objectives for research projects and fostering a culture of experimentation, the institute achieved a 25% reduction in development timelines and secured multiple patents for cutting-edge technologies.

Optimizing resource allocation

A pharmaceutical R&D organization utilized ABC goals to optimize resource allocation and prioritize research initiatives. Through the implementation of measurable key results and transparent communication, the organization achieved a 20% increase in research productivity and successfully expedited the launch of a breakthrough drug.

Do's and dont's

The following table outlines the essential do's and don'ts when implementing ABC goals for research and development teams:

Faqs: addressing common queries about abc goals

Question 1: how do abc goals differ from traditional goal-setting approaches.

ABC goals are distinguished by their specific, achievable, and measurable nature, which ensures a more focused and actionable approach compared to traditional generic objectives.

Question 2: what measures can be employed to track the progress of abc goals ?

Tracking tools such as Key Performance Indicators (KPIs), progress dashboards, and regular performance reviews are effective means to monitor the progress of ABC goals within R&D teams.

Question 3: how can r&d teams adapt abc goals to dynamic market conditions?

R&D teams can adapt ABC goals by fostering a culture of agility and embracing iterative approaches to goal-setting, allowing for flexibility and responsiveness to market dynamics.

Question 4: what role does leadership play in implementing abc goals effectively?

Leadership plays a critical role in providing vision, support, and resources to R&D teams, fostering an environment conducive to the successful implementation of ABC goals .

Question 5: how can potential challenges in implementing abc goals be addressed proactively?

Addressing potential challenges involves engaging in open dialogue, seeking input from team members, and leveraging lessons from past experiences to refine and optimize the ABC goal implementation process.

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METHODS article

A framework for neurosymbolic robot action planning using large language models provisionally accepted.

• 1 University of Genoa, Italy

The final, formatted version of the article will be published soon.

Symbolic task planning is widely used to enforce robot autonomy due to its ease of understanding and deployment in engineered robot architectures. However, techniques for symbolic task planning are difficult to scale in real-world, highly dynamic, human-robot collaboration scenarios because of poor performance in planning domains where action effects may not be immediate, or when frequent re-planning is needed due to changed circumstances in the robot workspace. The validity of plans in the long term, plan length, and planning time could hinder the robot's efficiency and negatively affect human-robot interaction's fluency. We present a framework, which we refer to as Teriyaki, aimed at bridging the gap between symbolic task planning and machine learning approaches. The rationale is training Large Language Models (LLMs), namely GPT-3, into a neurosymbolic task planner compatible with the Planning Domain Definition Language (PDDL), and then leveraging its generative capabilities to overcome certain limitations inherent to symbolic task planners. Potential benefits include (i) a better scalability as the planning domain complexity increases, since LLMs' response time linearly scales with the combined length of the input and the output, instead of super-linearly as in the case of symbolic task planners, and (ii) the ability to synthesize a plan action-by-action instead of end-to-end, and to make each action available for execution as soon as it is generated instead of waiting for the whole plan to be available, which in turn enables concurrent planning and execution. Recently, significant efforts have been devoted by the research community to evaluate the overall cognitive capabilities of LLMs, with alternate successes. Instead, with Teriyaki we aim to providing an overall planning performance comparable to traditional planners in specific planning domains, while leveraging LLMs capabilities in other metrics, specifically those related to their short-and mid-term generative capabilities, which are used to build a look-ahead predictive planning model. Preliminary results in selected domains show that our method can: (i) solve 95.5% of problems in a test data set of 1000 samples; (ii) produce plans up to 13.5% shorter than a traditional symbolic planner; (iii) reduce average overall waiting times for plan availability by up to 61.4%.

Keywords: AI, generative, Neurosymbolic, Large Language Model, Task Planning, PDDL, human-robot interaction, gpt

Received: 22 Nov 2023; Accepted: 15 May 2024.

Copyright: © 2024 Capitanelli and Mastrogiovanni. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY) . The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

* Correspondence: Mx. Alessio Capitanelli, University of Genoa, Genoa, 16126, Liguria, Italy

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