Evidence map›Paper›PMID 33627102›Full record

SynthesisBMC medical education2021

Medical students attitudes toward and intention to work with the underserved: a systematic review and meta-analysis.

Edouard Leaune, Violette Rey-Cadilhac, Safwan Oufker, Stéphanie Grot, Roy Strowd, Gilles Rode, Sonia Crandall

Abstract readMeta-AnalysisSystematic Review
In one paragraph

Synthesis in BMC medical education, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 32 papers.

0numbers the graph read from it
0cells of the map it votes in
32citing 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

32 citing papers in PubMed.

  1. Article
  2. Article
  3. "I Don't Want to Read About It; I Want to Do It": Perspectives onAdvances in medical education and practice · 2026
    Article
  4. Article
  5. Article
  6. Article
  7. Article
  8. Article
  9. Article
  10. Article
  11. Article
  12. Article
  13. Article
  14. Article
  15. Review
  16. Review
  17. Article
  18. Article
  19. Article
  20. Article
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

7 authors.

Edouard LeauneFaculté de Médecine Lyon-Est, Université de Lyon, Lyon, France. edouard.leaune@ch-le-vinatier.fr.ORCID http://orcid.org/0000-0003-0901-3038
Violette Rey-CadilhacFaculté de Médecine Lyon-Est, Université de Lyon, Lyon, France.
Safwan OufkerFaculté de Médecine Lyon-Est, Université de Lyon, Lyon, France.
Stéphanie GrotCentre de recherche, Institut Universitaire en Santé Mentale de Montréal, Montreal, Canada.
Roy StrowdWake Forrest School of Medicine, Winston-Salem, North Carolina, USA.
Gilles RodeFaculté de Médecine Lyon-Est, Université de Lyon, Lyon, France.
Sonia CrandallWake Forrest School of Medicine, Winston-Salem, North Carolina, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundExperts in the field of medical education emphasized the need for curricula that improve students' attitudes toward the underserved. However, some studies have shown that medical education tends to worsen these attitudes in students. We aimed at systematically reviewing the literature assessing the change in medical students' attitudes toward the underserved and intention to work with the underserved throughout medical education, the sociodemographic and educational factors associated with favorable medical student attitudes toward and/or intention to work with the underserved and the effectiveness of educational interventions to improve medical student attitudes toward and/or intention to work with the underserved.

methodWe conducted a systematic review on MEDLINE, Scopus, and Web of Science databases. Three investigators independently conducted the electronic search. We assessed the change in medical students attitudes toward the underserved by computing a weighted mean effect size of studies reporting scores from validated scales. The research team performed a meta-analysis for the sociodemographic and educational factors associated with medical students attitudes toward and/or intention to work with the underserved.

resultsFifty-five articles met the inclusion criteria, including a total of 109,647 medical students. The average response rate was 73.2%. Most of the studies were performed in the USA (n = 45). We observed a significant decline of medical students attitudes toward the underserved throughout medical education, in both US and non-US studies. A moderate effect size was observed between the first and fourth years (d = 0.51). Higher favorable medical students attitudes toward or intention to work with the underserved were significantly associated with female gender, being from an underserved community or ethnic minority, exposure to the underserved during medical education and intent to practice in primary care. Regarding educational interventions, the effectiveness of experiential community-based learning and curricula dedicated to social accountability showed the most positive outcome.

conclusionsMedical students attitudes toward the underserved decline throughout medical education. Educational interventions dedicated to improving the attitudes or intentions of medical students show encouraging but mixed results. The generalizability of our results is impeded by the high number of studies from the global-North included in the review.

Indexed as

Students, MedicalAttitudeEthnicityFemaleHumansIntentionMinority GroupsAttitudesCommunity-based learningMedical educationMedical studentsUnderserved

Identifiers

PMID33627102
PMCPMC7905612

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.