Evidence map›Paper›PMID 41806997›Full record

SynthesisBMJ open2026

Systematic review and meta-analysis of information source usage: do medical specialists use the best evidence for clinical decision-making?

Floris S Weller, Sjoerd Repping, Jaap F Hamming, Leti van Bodegom-Vos

Abstract readSystematic ReviewMeta-Analysis
In one paragraph

Synthesis in BMJ open, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
  2. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Floris S WellerSurgery, Leids Universitair Medisch Centrum, Leiden, The Netherlands f.s.weller@lumc.nl.ORCID http://orcid.org/0000-0003-1169-643X
Sjoerd ReppingUniversity of Amsterdam, Amsterdam, The Netherlands.
Jaap F HammingSurgery, Leids Universitair Medisch Centrum, Leiden, The Netherlands.
Leti van Bodegom-VosMedical Decision Making, Leids Universitair Medisch Centrum, Leiden, The Netherlands.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectivesTo examine which information sources medical specialists use to answer clinical questions in daily practice and to describe the relative frequency of use for each source.

designSystematic review with narrative synthesis and meta-analysis. DATA SOURCES: Academic Search Premier, APA PsycINFO, CINAHL, Emcare, Cochrane Library, Web of Science, Embase and PubMed were searched for relevant studies published from 2000 to 1 June 2025. ELIGIBILITY CRITERIA: We included peer-reviewed English-language studies reporting on the frequency of information source usage by medical specialists when addressing clinical questions. Studies reporting usage on a continuous (0-100%) scale were eligible for meta-analysis. DATA EXTRACTION AND SYNTHESIS: Two reviewers independently screened studies. Data were extracted by one reviewer and checked by a second. Study quality was assessed using the Quality Assessment tool with Diverse Studies tool. A narrative synthesis was conducted for studies that were not eligible for quantitative pooling to summarise patterns in information-seeking behaviour and reported barriers. A random-effects meta-analysis was performed for studies reporting continuous usage percentages and assessing at least four information sources. Sensitivity analyses were conducted using a leave-one-out approach. Potential publication bias was explored descriptively using funnel plots.

results25 studies were included, of which 6 (with 8641 participants) were eligible for meta-analysis. The narrative synthesis of non-pooled studies showed a consistent reliance on standalone information sources and identified barriers to the use of aggregated sources. In the meta-analysis, digital databases such as PubMed were the most frequently used information source (74%, 95% CI 63% to 85%), followed by textbooks (71%, 95% CI 57% to 85%) and consultation with colleagues (43%, 95% CI 15% to 71%). Systematically aggregated sources, including clinical practice guidelines (38%, 95% CI 27% to 49%) and point-of-care websites (49%, 95% CI 17% to 81%), were used less frequently. Sensitivity analyses indicated that pooled estimates were generally robust, although results should be interpreted cautiously given methodological variability across studies.

conclusionsMedical specialists predominantly rely on standalone information sources when addressing clinical questions, while systematically aggregated and interpreted sources such as clinical practice guidelines and point-of-care tools are used less frequently. These findings highlight the need to better understand and address barriers to the use of aggregated information sources in clinical practice. PROSPERO REGISTRATION NUMBER: CRD42022267431.

Indexed as

Clinical Decision-MakingInformation Seeking BehaviorHumansInformation Sourcesclinical informationdigital resourcesEvidence-Based MedicineInformation source managementmedical specialistssystematic review

Identifiers

PMID41806997
PMCPMC12983720

What OpenQuestion holds

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LicenceCC BY-NC
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.