Overview
Practitioner-researchers, such as teachers, nurses, managers and learning designers, often choose these approaches because they fit the work they already do. The challenge is to show that the study is research, not just improvement: that each cycle has a question, systematic data collection, analysis and reflection, and that the findings contribute something beyond your own setting.
Action research typically follows cycles of planning, acting, observing and reflecting (after Kemmis and McTaggart), often with participants as co-researchers in participatory action research. Design-based research, common in education and learning sciences, iteratively designs and refines an intervention in real settings and produces both a better design and theoretical design principles. In information systems, design science research (following Hevner and colleagues, and Peffers and colleagues) plays a similar role for artifacts.
We help you pick the right variant, plan the number and focus of cycles, choose data sources for each, handle the ethics of researching your own workplace or students, and present the work so examiners can see its rigor.
Who it’s for and the problems it solves
This is for you if you are…
- Teachers and lecturers doing a master's in education or a professional doctorate
- Nurses, allied health professionals and managers researching changes in their own services
- Learning designers and educational technologists iterating on a course, tool or program
- Information systems and computing researchers using design science research
- Community and development researchers planning participatory projects
Common problems we help with
- Your study reads like a project report and your supervisor asks where the research is
- You are unsure how many cycles are realistic and what changes between them
- You are researching your own students or colleagues and worry about power and consent
- You do not know how to express 'design principles' as findings
- You need to justify rigor for an approach that is deliberately flexible
What’s included — and what isn’t
Included
- Choosing between technical, practical, critical and participatory forms of action research, or design-based versus design science research
- Framing research questions for each cycle and for the study overall
- Planning the number of cycles or iterations, their timing and the decision rules for moving between them
- Data collection for each cycle: reflective journals, observations, interviews, surveys, artifacts, learning analytics or performance data
- Planning analysis within and across cycles, including how reflection is documented
- For design-based research: initial conjectures, conjecture mapping, and developing design principles
- For design science research: problem identification, objectives, artifact design, demonstration, evaluation and communication
- Ethics of insider research: power relationships, voluntary participation, separating assessment from research, anonymity in small settings
- Rigor strategies: triangulation, critical friends, member reflection, audit trail and transparent reporting of changes
Not included
- Writing your dissertation or reflective accounts for you
- Running the intervention or collecting data in your setting
- Representing routine quality improvement as research without the systematic elements research requires
- Formal ethics approval, which your institution's committee gives
What you receive
- Cycle plan
- A diagram and table of cycles or iterations with the focus, actions, data sources and reflection points for each.
- Research questions framework
- Overarching and cycle-level questions showing how each cycle feeds the next.
- Data collection matrix
- Which data are gathered in each cycle, from whom, how, and how they will be analyzed.
- Ethics considerations brief
- Specific risks of insider or participatory research in your setting and practical mitigations for your ethics application.
- Rigor and reporting outline
- How you will demonstrate quality and how the thesis or paper can be structured around cycles.
How it works
Context and problem
We discuss your setting, the problem or opportunity and your role in it.
Approach choice
We agree the form of action research or design-based research that fits your aims and field.
Cycle design
We plan cycles, questions, data and analysis, with realistic timing.
Ethics and rigor
We work through insider-research ethics and quality strategies, and review the complete plan with you.
Frameworks we draw on
- Action research spiral
- Plan, act, observe and reflect, repeated in cycles, after Kemmis and McTaggart, adapted to your setting.
- Participatory action research
- Participants share in defining problems, acting and interpreting results, with attention to power and ownership.
- Design-based research
- Iterative design and testing in authentic settings, producing both improved interventions and design principles; conjecture mapping to make assumptions explicit.
- Design science research
- In information systems, a process model and evaluation of artifacts, with contributions framed for both practice and knowledge.
- Mixed data sources
- Qualitative and quantitative evidence within cycles, analyzed with methods appropriate to each, from thematic analysis to simple pre–post comparisons.
- Quality criteria
- Criteria for validity in action research, such as outcome, process, democratic, catalytic and dialogic validity, alongside general qualitative trustworthiness.
Action research or design-based research?
Both are iterative and practice-embedded, but their emphasis differs. Action research centers on improving practice and developing practitioners' understanding, often with a social or emancipatory aim. Design-based research centers on a designed intervention and on generating theory about how and why it works in context.
- Improving your own or your team's practice → action research
- Co-producing change with a community → participatory action research
- Refining a learning design and theorizing it → design-based research
- Building and evaluating a technical artifact → design science research
Researching where you work
Insider research brings rich access and understanding but raises specific concerns: students may feel unable to decline, colleagues may worry about judgment, and anonymity is hard in small teams. Common safeguards include having someone else handle recruitment and consent, collecting research data separately from assessment and waiting until grades are released before analyzing identifiable data. We help you plan these for your ethics application.
How many cycles are enough?
For most master's projects, two well-documented cycles are more convincing than four thin ones. Doctoral studies may include three or more iterations over longer periods. The number depends on your timeline and on how long a change takes to show effects in your setting. We plan the minimum number that can answer your questions, with room for the plan to evolve.
What the work can look like
Illustrative example — fictional data
Illustrative example: feedback practices in a secondary science department
A fictional teacher on a part-time master's program wanted to improve how Year 10 students use written feedback. Details are invented.
Cycle 1
A dedicated feedback response lesson was introduced. Data: student surveys on feedback use, samples of revised work and the teacher's reflective journal. Reflection showed students acted on feedback but mainly on surface errors.
Cycle 2
Feedback was changed to two targeted questions per student, with peer discussion. Data: revised work compared with Cycle 1, a focus group run by a colleague to reduce power effects, and the journal. The findings were framed as practical principles relevant to similar settings, not general claims.
Illustrative example with invented details; not a real client or school.
What you’ll need to provide
- A description of your setting and the practice or design you want to improve
- Your role and relationship to participants
- Program requirements, proposal guidance and supervisor feedback
- Timeline, including academic terms or service cycles that constrain when cycles can run
- Any existing designs, prototypes or baseline data
You don’t need everything ready to ask for a quote — tell us what you have and we’ll say what’s missing.
What affects price and turnaround
Price depends on
- Number of cycles or iterations and the length of the study
- Participatory elements requiring co-design planning
- Complexity of the data collection across cycles
- Depth of ethics planning for insider research
- Number of review rounds on your proposal
Turnaround depends on
- Clarity of your setting, role and aims at the start
- Academic or service calendars that fix when cycles can run
- Time needed for colleagues or participants to agree plans
Every project is quoted individually. How we price our work.
Questions people ask before starting
Is action research 'real' research?
Yes, when it is systematic: clear questions, planned data collection, careful analysis, documented reflection and honest reporting. We help you build those elements in so the study meets academic standards.
Can I use quantitative data in action research?
Yes. Many studies combine attainment data, surveys or usage statistics with qualitative reflection and interviews. The key is choosing data that show whether the change is working and why.
My ethics committee is worried about me researching my own students. What can I do?
Common solutions include independent recruitment and consent, separating research from grading, delaying analysis until after assessment and giving students a genuine opt-out. We help you describe these clearly in your application.
What is a design principle?
A design principle is a transferable statement about what features of a design, in which contexts, lead to which outcomes and why. It is the main theoretical contribution of design-based research.
Will you write up my cycles?
No. You document and write your research. We help you plan it, design the data collection and review your drafts for rigor and clarity.