Evidence map›Paper›PMID 37860636›Full record

ArticleThe Lancet regional health. Europe2023

Diversity in the pathway from medical student to specialist in the Netherlands: a retrospective cohort study.

Lianne Mulder, Anouk Wouters, Eddymurphy U Akwiwu, Andries S Koster, Jan Hindrik Ravesloot, Saskia M Peerdeman, Mahdi Salih, Gerda Croiset, Rashmi A Kusurkar

Abstract read
In one paragraph

Article in The Lancet regional health. Europe, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers.

0numbers the graph read from it
0cells of the map it votes in
21citing 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

21 citing papers in PubMed.

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  19. Mapping the roots of specialist disparities.The Lancet regional health. Europe · 2024
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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

9 authors.

Lianne MulderAmsterdam UMC Location Vrije Universiteit Amsterdam, Research in Education, De Boelelaan 1118, Amsterdam, the Netherlands.
Anouk WoutersAmsterdam UMC Location Vrije Universiteit Amsterdam, Research in Education, De Boelelaan 1118, Amsterdam, the Netherlands.
Eddymurphy U AkwiwuAmsterdam UMC, Vrije Universiteit Amsterdam, Epidemiology and Data Science, Amsterdam Public Health, De Boelelaan 1117, Amsterdam, the Netherlands.
Andries S KosterDepartment of Pharmaceutical Sciences, Utrecht University, David de Wied Building, Universiteitsweg 99, Utrecht, the Netherlands.
Jan Hindrik RaveslootAmsterdam UMC Location University of Amsterdam, Faculty of Medicine, Department of Medical Biology, Meibergdreef 9, Amsterdam, the Netherlands.
Saskia M PeerdemanAmsterdam UMC Location University of Amsterdam, Department Neurosurgery, Meibergdreef 9, Amsterdam, the Netherlands.
Mahdi SalihErasmus MC, Division of Nephrology and Transplantation, Department of Internal Medicine, Dr. Molewaterplein 40, Rotterdam, The Netherlands.
Gerda CroisetUniversity Medical Center Groningen, Wenckebach Institute for Education and Training, Hanzeplein 1, Groningen, the Netherlands.
Rashmi A KusurkarAmsterdam UMC Location Vrije Universiteit Amsterdam, Research in Education, De Boelelaan 1118, Amsterdam, the Netherlands.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Medical specialist workforces are not representative of the society they serve, partially due to loss of diversity in the path from student to specialist. We investigated which demographic characteristics of bachelor students of medicine (BSM) are associated with becoming a physician and (particular type of) medical specialist; and whether this suggests 'cloning' (reproduction of sameness) of the existing workforce. Methods: We used a retrospective cohort design, based on Statistics Netherlands data of all first-year BSM in 2002-2004 in The Netherlands (N = 4503). We used logistic regression to analyze the impact of sex, migration background, urbanity of residence, parental income and assets categories, and having healthcare professional parents, on being registered as physician or medical specialist in 2021. We compared our results to the national pool of physicians (N = 76,845) and medical specialists (N = 49,956) to identify cloning patterns based on Essed's cultural cloning theory. Findings: Female students had higher odds of becoming a physician (OR 1.87 [1.53-2.28], p < 0.001). Physicians with a migration background other than Turkish, Moroccan, Surinamese, Dutch Caribbean or Indonesian (TMSDI) had lower odds of becoming a specialist (OR 0.55 [0.43-0.71], p < 0.001). This was not significant for TMSDI physicians (OR 0.74 [0.54-1.03], p = 0.073). We found a cloning pattern with regard to sex and migration background. Nationwide, physicians with a Turkish or Moroccan migration background, and female physicians with other migration backgrounds, are least likely to be a medical specialist. Interpretation: In light of equity in healthcare systems, we recommend that every recruitment body increases the representativeness of their particular specialist workforce. Funding: ODISSEI.

Indexed as

Cohort studyInequality of opportunityMedical workforcePhysician diversitySpecialist diversityStudent diversity

Identifiers

PMID37860636
PMCPMC10583163

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Registered trials

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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.