An education literature review combines learning theory, policy texts, and studies from very different school systems, and the reader checks how you combine them. This guide is for students in education, teacher education, or educational leadership with a draft review in a master's thesis or dissertation. This page covers the learning theory that frames the review, the place of policy documents, how context limits what a study can show, practitioner and action research, and effect sizes, followed by made-up fragments and a self-check. Guidance from universities in Norway, Sweden, Estonia, Canada, and the US is quoted.
Esmond doesn't open your sources. From within your field, it points out where your use of them leaves a claim unsupported, where you cite a source in two conflicting ways, and other blind spots.
An education review has to say what learning is taken to be. Behaviorist, cognitive, constructivist, and sociocultural accounts lead to different constructs, outcomes, and kinds of evidence: a cognitive load account looks at working memory and test performance, a sociocultural account at participation and talk in the classroom. A review that cites studies from several traditions without saying which frame the thesis takes leaves the reader unsure what counts as learning in your study.
Western University's guide to the Master's Research Project in education describes one project type as suited to current educational controversies “which require the critical evaluation of competing educational and psychological theories and their implications for educational practice”. At the University of Oslo's Department of Special Needs Education, the extended summary of an article-based master's thesis gives theory more room: “The summary may e.g. contain a more extensive discussion of theory and schools of thought than is commonly permitted in the peer-review article format”. The University of Gothenburg's master's thesis course in teaching and learning in higher education lists, among the parts of the work, “search and compilation of scientific literature, theoretical, methodological and ethical positionings”.
This page is part of thesis chapter feedback. For a practice-based doctorate in education, see EdD Dissertation in Practice.
A hypothetical example of a commentYour review says formative assessment has "a large effect" and cites an effect size of 0.70 from a synthesis. Later you cite two classroom trials with effects near 0.10. Which figure does your expectation for your own study rest on?
A first comment on one part of your own draft, right away and without an account.
Get a free previewCurricula, national strategies, inspection frameworks, and international reports are part of the literature in education, and a reader checks that you use each for what it is. Western's guide draws the line for curriculum projects: “Ministry of Education and school board documents may be included, but empirical and theoretical works should also be examined, since they provide sources for both goals and methods.”
A policy document tells you what a government or school board intends and requires. It doesn't show that a measure works. International assessment reports sit in between: they present data from large samples, but comparisons between countries at one point in time can't show what caused a difference. In your text, it should be clear which sentences rest on policy and which on research.
Findings in education depend on context. An intervention tested with eight-year-olds may not transfer to fifteen-year-olds. A study from a system that sorts pupils into school types after four years of primary school, as most German states do, may not transfer to a comprehensive system such as Finland's, where basic education runs for nine years. Class sizes, teacher education, assessment systems, and the language of instruction differ as well.
Tallinn University builds this into the aim of its program: its guide for the master's thesis in education management describes that aim as “to create a community of innovative and evidence-based educators at different levels by broadening graduates' understanding of the sphere of education, strengths and weaknesses of the Estonian education system, and the impact of leadership and environment on learning and teaching”. For a review, the practical rule follows: for each study you lean on, give the age group, school type, country, and year of the study, and say how close that is to your own setting.
Part of the research in education is done by teachers in their own classrooms. Eastern Illinois University's handbook for action research in its College of Education defines it this way: “Action research is characterized as research that is done by teachers for themselves as a systematic inquiry into one’s own practice (Mertler, 2014).” Such studies belong in a review, read for what they can show.
Action research reports one setting, with the researcher taking part, and cycles of change and reflection. Its strength is detail about how something worked in practice and what got in the way. On its own, it can't show that one approach works better than another elsewhere. Cite it for feasibility, implementation, and teachers' and pupils' experience, and look to comparative studies for claims about effects. If your own thesis is action research, the review also has to show what other practitioners have tried with the same problem.
Cohen's labels of 0.2, 0.5, and 0.8 for small, medium, and large effects were proposed for the behavioral sciences in general, and Cohen warned against using them where better reference points exist. In education, effects depend heavily on design and outcome measure. Cheung and Slavin's 2016 analysis of education studies found larger effects on measures the researchers made themselves than on independent standardized tests, and larger effects in small studies than in large ones. Kraft proposed in 2020 that, for causal studies with standardized achievement outcomes, an effect of 0.20 standard deviations already counts as large.
Syntheses that average effects across very different studies, such as rankings of influences on achievement, give one number per approach. A reader expects you to look underneath it: which studies, which ages, which outcomes, which designs. When you compare effects, compare like with like, and give the confidence interval, or at least the sample size, behind each figure.
These fragments are made up. None of them comes from a real thesis.
Esmond evaluates every assignment before you submit. It never writes it.
Esmond is an AI tool that doesn't write for you. If your course doesn't allow any AI tools, don't use Esmond for that work. If you're unsure, ask your instructor or advisor.
Esmond reads your draft review. It can flag, in the text you upload, what an education reader may question: a policy aim cited as evidence of an outcome, an effect size used without its design or outcome measure, a study from a different school system applied to yours without comment, two learning theories used as if they were one frame, an action research cycle cited for a claim about effects. The sample report shows the format; how Esmond works explains what happens to your file.
Esmond reads what you upload. If the file holds the whole draft, it can set this chapter against the others; if it holds one chapter, the review stays within that chapter and may raise a point that another chapter already answers.
Esmond doesn't recompute effect sizes, look up the current curriculum, or check your thesis against your program's template. Which comments you act on is up to you.
A stated theoretical frame, the research and policy context of your question, the empirical studies that bear on it with their settings, and what remains open. Keep policy documents and studies apart, and end where your research question begins.
The methods overlap, but an education review also handles curriculum and policy texts, practitioner research, and large differences between school systems, so readers check context and the frame closely. The psychology version is on the psychology literature review page.
A review with a protocol and a reproducible search on a focused question about teaching or learning, such as the systematic reviews the Campbell Collaboration publishes in education. In education these reviews have to decide how to combine studies from different school systems and age groups, and whether to include practitioner research.
Review journals such as Review of Educational Research and Educational Research Review show how reviews in the field handle context: watch how they report the age group, school type, and country of each study, and how they compare effect sizes across designs. Those are the same points a reader checks in your draft.
Yes, as context for what is required or intended. Western's guide, for curriculum projects, allows ministry and school board documents, provided empirical and theoretical works are also examined. A claim that a policy worked needs an evaluation or a study behind it.
Read on November 8, 2026.
Get your paper evaluated before you submit