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Demo caseEducation (EdD / PhD in Education) · Dissertation Chapter 2 (literature review) · Generated Oct 10, 2026
Test anxiety among medical students: prevalence, measurement and variation (EdD Chapter 2 demo)
These cases were generated by the real pipeline; all papers are open access.
- What is the prevalence of test anxiety among medical students?
- Which measurement instruments and cutoffs are used to assess test anxiety in medical education?
- How does test anxiety vary by gender, academic year, region and timing of assessment among medical students?
Coverage verdict (within the stated search scope)
The search data for this project is not enough to give reliable coverage signals (reason: Not enough computable metrics for this topic). Consider adding benchmark reviews or adjusting the search scope.
Topic nodes & coverage detail
11 topic nodes| Topic node | Coverage grade | In your library | Main basis |
|---|---|---|---|
| Inconclusive | 2 | Not enough computable metrics for this topic | |
| Inconclusive | 2 | Not enough computable metrics for this topic | |
| Inconclusive | 0 | Not enough computable metrics for this topic | |
| Substantial gaps indicated | 12 | Of the 10 most-cited papers on this topic, you have 3 | |
| Some gaps indicated | 7 | Of the 10 most-cited papers on this topic, you have 4 | |
| Substantial gaps indicated | 0 | Of the 10 most-cited papers on this topic, you have 0 | |
| Inconclusive | 1 | Not enough computable metrics for this topic | |
| Inconclusive | 0 | Not enough computable metrics for this topic | |
| Inconclusive | 2 | Not enough computable metrics for this topic | |
| Inconclusive | 1 | Not enough computable metrics for this topic | |
| Substantial gaps indicated | 3 | Of the 10 most-cited papers on this topic, you have 2 |
Search scope & data sources
- Sources
- OpenAlex scholarly database · Crossref bibliographic & retraction records · Unpaywall open-access index
- Time window
- 2015–2026 · Oct 10, 2026
- Search queries (as run)
- #1
("medical students") AND ("test anxiety" OR "examination anxiety" OR "exam anxiety") AND prevalence - #2
("medical students") AND ("test anxiety" OR "examination anxiety" OR "exam anxiety") AND (measurement OR instrument OR questionnaire OR cutoff) - #3
("medical students") AND ("test anxiety" OR "examination anxiety" OR "exam anxiety") AND (gender OR "academic year" OR region OR timing)
- #1
Coverage signals are a decision aid: they answer “any obvious misses within the stated search scope?”, not “have you read everything?”. Some database records lack abstracts; those topics are marked Inconclusive.