Try Wonders for freeWhat an education literature review actually involves
Education is an applied field with an unusually wide evidence base, and a review in it tends to pull from four places at once:
- Peer-reviewed journals, across education, psychology, sociology and increasingly data science.
- Grey literature — ministry and department policy, curriculum frameworks, inspection and agency reports, foundation-funded evaluations.
- Theses, because a great deal of small-scale classroom research never leaves the doctoral repository.
- Practitioner writing, which your marker will expect you to weigh differently from research.
Two jobs then follow. You synthesise that mixed pile, and you judge how far anything found in one school system tells you about another. The second job is the one being marked.
The specific problems
A discipline-specific vocabulary. ERIC, the education database sponsored by the Institute of Education Sciences at the U.S. Department of Education, indexes its records against its own Thesaurus of descriptors. Searching it well means searching the descriptors, not only your own words — the same discipline as MeSH in health, where the National Library of Medicine's "controlled and hierarchically-organized vocabulary" governs what a query actually retrieves. A free-text search elsewhere is a different search, not a shortcut to the same one.
Grey literature is not indexed like scholarship. The policy document that sets the context for your whole study may have no DOI, no abstract and no stable metadata. Nothing that searches scholarly indexes will surface it.
Context does not travel. Class sizes, funding, assessment regimes, teacher qualification routes and curriculum authority differ enough between systems that an effect found in one may be meaningless in another. Year matters too: a 2015 finding about classroom technology may describe a world that no longer exists.
Terminology drifts by country. Formative assessment, assessment for learning, continuous assessment. Special educational needs, special education, additional support needs. A review that searches one label misses the literature filed under the others — which is exactly what a Boolean strategy with synonym groups is for.
What Wonders does for those problems
- Builds the synonym logic where you can see it. The Boolean builder shows the query string, so the four names for one idea end up in one OR group you can defend in an appendix. See Boolean search strings for databases.
- Searches across the field boundaries. OpenAlex and Semantic Scholar — over 320 million scholarly works — cover education alongside the psychology, sociology and health literature that education topics constantly cross into.
- Runs several searches side by side. The Search tab holds one panel per sub-question, each with its own query and filters, which suits a review with three or four strands.
- Quote checking and page numbers. Before showing a direct quote, Wonders looks for the words in the paper's text and does not show them as a quote if it cannot find them; where full text is available, a citation carries a page number and opens the PDF at that passage.
- Journal quality as a filter. SCImago quartiles for more than 28,000 journals feed ranking and filtering.
- Library access. OpenURL, EZproxy, OpenAthens, KBART and LibKey, where your institution has set them up.
- Writing with citations attached. Inline citations in the notebook, an automatic bibliography in APA, MLA, Chicago, Harvard, IEEE or Vancouver, export to DOCX, PDF, LaTeX, HTML, BibTeX, RIS or CSV, save to Zotero, import
.ris,.bib,.nbib.
Citation provenance with a supervisor audit view, real-time co-editing and project-wide chat are in beta. Chat with one paper works today, after login.
What Wonders does not do, and what to use instead
| The job | Does Wonders do it? | What to use |
|---|---|---|
| Search ERIC by descriptor | No | ERIC itself, through your library or eric.ed.gov |
| Find policy, curriculum and inspection documents | No | The issuing body's site; your library's grey-literature guide |
| Screening, dual review, PRISMA | No | A dedicated screening tool |
| Extract findings into a comparison table | No | A spreadsheet, or our synthesis matrix guide and do it by hand |
| Judge transferability between school systems | No | You, in the discussion |
| Write the assignment or paraphrase a source | No, deliberately | Nothing |
Use something else if your review is a systematic review, or if the core of the work is a policy-document sweep rather than a journal search.
Wonders is a reasonable fit if you are writing a masters or doctoral literature review that pulls from several fields, and the work is finding the studies, keeping them organised and getting APA or Harvard references right.
What it costs
Plus is $20 a month, or $144 a year — $12 a month. Verified students pay $10 a month, or $72 a year — $6 a month. There is a 14-day free trial and no free plan. See pricing.