Evidence map›Paper›PMID 40526726›Full record

ArticlePloS one2025

Aspirations to study medicine, perceptions of a good doctor, and their influence on specialty choice among medical students.

Quang Thanh Nguyen, Thuong Thi Ha Luong, Hoang Viet Nguyen, Minh Quang Ngo, Son Hoang Nguyen, Ngoc Luong Khanh Nguyen

Abstract read
In one paragraph

Article in PloS one, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing 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

8 citing papers in PubMed.

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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

6 authors.

Quang Thanh NguyenCollege of Health Sciences, VinUniversity, Hanoi, Vietnam.ORCID 0000-0001-8413-1910
Thuong Thi Ha LuongCollege of Health Sciences, VinUniversity, Hanoi, Vietnam.
Hoang Viet NguyenCollege of Health Sciences, VinUniversity, Hanoi, Vietnam.
Minh Quang NgoCollege of Health Sciences, VinUniversity, Hanoi, Vietnam.ORCID 0000-0002-6464-5030
Son Hoang NguyenCollege of Health Sciences, VinUniversity, Hanoi, Vietnam.ORCID 0000-0003-3575-1421
Ngoc Luong Khanh NguyenCollege of Health Sciences, VinUniversity, Hanoi, Vietnam.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundSpecialty decision-making among medical students reflects a complex interplay of motivations, evolving perceptions, and experiences during medical training. This study explores how students' initial motivations, views on what makes a good doctor, and academic progression influence their specialty preferences.

methodsA mixed-methods study was conducted at VinUniversity, a not-for-profit medical school in Vietnam. Quantitative surveys were completed by 155 students across Years 1-4 (79.5% response rate), and 27 students participated in in-depth interviews. Quantitative data were analyzed using Wilcoxon rank-sum and Kruskal-Wallis tests. Qualitative responses underwent thematic analysis to explore identity formation and specialty choice.

resultsAltruism was the most cited factor influencing specialty choice, with "desire to help people" rated highest (4.08 ± 1.14). Students' perceptions of essential doctor qualities evolved over time. Younger students valued creativity (p = 0.035) and innovation (p = 0.022) more than seniors, reflecting a shift toward practicality in later years. Specialty preferences aligned with professional values: students favoring surgery rated work ethic (p = 0.029), collaboration (p = 0.006), and adaptability (p = 0.044) higher than those preferring internal medicine. Students inclined toward pediatrics or psychiatry prioritized empathy and communication, while those choosing surgery emphasized technical skill and decisiveness. Female students rated prestige as more influential than male students (p = 0.049). Qualitative data revealed that clinical exposure and self-reflection helped students refine their specialty choices by aligning personal traits with perceived specialty demands.

conclusionMedical students' specialty preferences are shaped by their initial motivations, developing perceptions of good doctor qualities, and experiences throughout training. These findings underscore the need for medical curricula and mentorship to address the evolving identity and values of students, supporting more informed and aligned specialty choices.

Indexed as

Career ChoicePhysiciansSpecializationStudents, MedicalAdultAltruismFemaleHumansMaleMotivationSurveys and QuestionnairesYoung Adult

Identifiers

PMID40526726
PMCPMC12173351

What OpenQuestion holds

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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.