NRS 493 Topic 1 DQ 1: Choosing Databases
Google Scholar is not bad, it is undifferentiated. The advantage of a subject database is controlled vocabulary and filters that let you search a concept rather than a phrase.
Editorial process
Last reviewed · August 16, 2026
Two databases, and then a comparison that needs mechanisms
Name two databases and say what each actually contains, because a post that names them and stops has answered a third of the question. CINAHL indexes nursing and allied health literature specifically, including journals that are not indexed elsewhere, and it applies its own subject headings. MEDLINE, usually reached through PubMed, indexes biomedical literature with MeSH headings and covers the clinical evidence base more broadly. The Cochrane Library holds systematic reviews and is worth naming if your proposal rests on synthesised evidence. Justify your two by the proposal you are actually writing rather than by reputation: a nursing workflow change is better served by CINAHL, while a change involving a drug or a device needs the biomedical index. Say what you would search for in each, in the words you would actually type, since a database named without a search plan is a preference rather than a method. One worked search is worth more than three database names.
The comparison is the graded half, and the argument that works is about mechanism rather than quality. Controlled vocabulary is the main one. A subject database assigns each record a heading from a fixed thesaurus, so searching that heading retrieves every relevant article whatever words its authors used — pressure ulcer, pressure injury and decubitus ulcer all resolve to one concept. A general search matches strings, so you find the articles that happened to use your phrasing. Then the filters, which do work no keyword can: publication type, peer-reviewed status, date, age group, and evidence level. Then scope, since Google Scholar's coverage is undisclosed and includes predatory journals, theses and preprints without distinguishing them, and access, since library subscriptions give full text rather than an abstract and a paywall. Be fair to Google Scholar as well: it is good for locating a known item and for citation chaining, and saying so makes the rest of your argument more credible than dismissing it.
Likely learning objectives
Inferred from the brief — check these against your own rubric.
- 01Match a database's coverage to a proposal's subject.
- 02Explain controlled vocabulary and why it changes retrieval.
- 03Identify filters that keyword search cannot replicate.
- 04Assess Google Scholar fairly rather than dismissively.
Read the full question
Review every instruction before using the planning guidance that follows.
Turn the brief into deliverables
- 01Two named databases with what each indexes.
- 02A justification tied to your own proposal topic.
- 03The controlled vocabulary argument, explained.
- 04At least three filters and what each does.
- 05A fair statement of what Google Scholar is good for.
The two, what each covers, then why not Google
Your proposal and what it needs
State the topic so database choice can be justified.
The two databases
Describe coverage and indexing for each.
Controlled vocabulary
Explain how thesaurus terms change what is retrieved.
Filters and scope
Name filters and address undisclosed coverage.
What Google Scholar is for
Concede its genuine uses.
Read what each database actually indexes
Recommended databases
- CINAHL
- PubMed
- Cochrane Library
- Your library's database list
Search sequence
- 1.Run the same search in a database and in Google Scholar and compare the results.
- 2.Find the subject heading for your main concept and search it.
- 3.Try the filters and note which are unavailable in a general search.
- 4.Check what each database says about its own coverage.
Reference shortlist
These are authoritative starting points, not a ready-made bibliography. A qualified reviewer must confirm that each source fits the assignment and supports the claim beside which it is cited.
Nothing here is cleared for citation until you have read it.
- 01
Using PubMed in Evidence-Based Practice
National Library of Medicine, National Institutes of Health · 2023
NLM's own guidance on searching within the EBP process, including subject headings.
- 02
Levels of Evidence — Evidence-Based Practice Research in Nursing
Adelphi University Libraries · 2024
Evidence levels, which are what the publication-type filters let you target.
- 03
QSEN: Knowledge, Skills, and Attitudes Associated With Evidence-Based Practice (Table 9.4)
Nursing Management and Professional Concepts, Chippewa Valley Technical College (NCBI Bookshelf) · 2022
The QSEN competencies that treat locating evidence as a defined skill rather than a habit.
- 04
Nursing Professional Development Evidence-Based Practice
StatPearls, NCBI Bookshelf · 2024
Searching as a stage of the evidence-based practice process.
- 05
The Iowa Model Revised: Evidence-Based Practice to Promote Excellence in Health Care©
University of Iowa Health Care · 2017
A model in which the search follows a defined question rather than preceding it.
Review before submission
Common mistakes
- Naming databases without saying what they cover.
- Arguing that databases are better because they are academic.
- Omitting controlled vocabulary, which is the strongest argument available.
- Dismissing Google Scholar entirely, which is not credible.
Submission checklist
- Is each database justified against your own topic?
- Have you explained controlled vocabulary as a mechanism?
- Are specific filters named?
- Have you conceded what Google Scholar does well?
Use this guide to plan and review your own work. Follow your institution's rules and read our academic-integrity policy.

Written by
Aaron Bishop
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