Evidence map›Paper›PMID 42374415›Full record

ArticleBMC medical education2026

Breaking stereotypes or making compromises? gender, income, and the unequal landscape of medical specialty choice.

Ngoc Luong Khanh Nguyen, Hoang Viet Nguyen, Duong Thi Dang Ngo, Dung Boi Ly, Thuy Minh Ha, Quang Thanh Nguyen

Abstract read
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Article in BMC medical education, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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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

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Ngoc Luong Khanh NguyenCollege of Health Sciences, VinUniversity, Hanoi, Vietnam.ORCID http://orcid.org/0009-0006-1803-0875
Hoang Viet NguyenCollege of Health Sciences, VinUniversity, Hanoi, Vietnam.ORCID http://orcid.org/0009-0009-2802-3347
Duong Thi Dang NgoCollege of Health Sciences, VinUniversity, Hanoi, Vietnam.
Dung Boi LyCollege of Health Sciences, VinUniversity, Hanoi, Vietnam.
Thuy Minh HaCollege of Health Sciences, VinUniversity, Hanoi, Vietnam.ORCID http://orcid.org/0000-0002-2256-200X
Quang Thanh NguyenCollege of Health Sciences, VinUniversity, Hanoi, Vietnam. quangmd85@gmail.com.ORCID http://orcid.org/0000-0001-8413-1910

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundMedical specialty choice shapes both physician identity and healthcare systems. Specialty choices are influenced not only by academic interest and aptitude but also by gender norms and socioeconomic pressures. While these dynamics are well documented in high income settings, fewer studies examine how perceived gender roles and income expectations jointly influence specialty preferences in LMICs contexts.

methodsThis sequential mixed methods study combined a cross-sectional online survey with semi structured interviews. The quantitative phase included 155 medical students (response rate 79.5%) and examined associations between demographic characteristics and specialty preferences. The qualitative phase comprised 34 interviews purposively sampled across all five cohorts. Interview data were analyzed thematically using Braun and Clarke's six step framework, following an inductive and reflexive approach guided by Social Cognitive Career Theory to explore how students understood and negotiated gender norms, income potential, and workload intensity.

resultsQuantitative analysis showed no statistically significant associations between income-based specialty preference and gender, GPA, family income, hometown, or high school background (all p > 0.05). High income specialties were selected by 60 students (39%), low-income specialties by 26 (17%), and other fields by 69 (44%), with similar gender distribution across these groups (p = 0.81). In contrast, qualitative analysis revealed pronounced gendered patterns. Many female students chose specialties they perceived as low intensity, often citing anticipated caregiving responsibilities and work life balance concerns as reasons for avoiding surgery, emergency medicine, and other high intensity fields. Male students frequently reported social and familial pressure to pursue prestigious or high-income specialties, prioritizing financial stability and provider roles even when these conflicted with personal interests. Across both genders, themes highlighted the centrality of perceived income, prestige, mentorship inequities, and cultural narratives of sacrifice in shaping career compromises.

conclusionSpecialty choice among medical students in LMICs reflects not only personal interest but also structural inequities linked to gender norms and income expectations. Although quantitative analysis of demographic factors did not independently predict specialty preferences, qualitative findings revealed powerful social pressures that shape career compromises. Targeted, gender sensitive career counselling, equitable mentorship, and financial support are needed to enable students to choose specialties that align with their values and competencies.

Indexed as

Career ChoiceIncomeMedicineSpecializationStereotypingStudents, MedicalAdultCross-Sectional StudiesFemaleHumansMaleQualitative ResearchSex FactorsSurveys and QuestionnairesGenderIncomeMedical educationMedical studentsMixed method studySpecialty selectionVietnam

Identifiers

PMID42374415
PMCPMC13584382

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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.