Evidence map›Paper›PMID 42718754›Full record

ArticleFrontiers in medicine2026

Innovation and entrepreneurship among health professions students at a medical college in China: a cross-sectional study of attitudes, participation frequency, self-reported competencies, and associated factors.

Liyuan Hou, Yuheng Zhang, Yifei Luan

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Article in Frontiers in medicine, 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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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

3 authors.

Liyuan HouSavaid Stomatology School, Hangzhou Medical College, Hangzhou, China.
Yuheng ZhangSchool of Clinical Medicine, Hangzhou Medical College, Hangzhou, Hangzhou, China.
Yifei LuanSchool of Innovation and Entrepreneurship, Hangzhou Medical College, Hangzhou, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: This cross-sectional study evaluated innovation and entrepreneurship (I&E) attitudes, participation frequency, and self-reported competencies among 706 undergraduate health professions students at Hangzhou Medical College and examined factors associated with self-reported competency scores. Methods: An open, voluntary online survey yielded 723 submissions. After 17 later duplicate submissions were removed by retaining each student's first response, 706 unique participants were included. A study-specific 5-point questionnaire assessed I&E attitudes (7 items), participation frequency through a single-item behavioral indicator, and self-reported competencies (13 items). Split-sample exploratory and confirmatory factor analyses, internal-consistency analyses, group comparisons, and hierarchical linear regression were performed. Results: The mean scores were 3.95 ± 0.74 for I&E attitude, 3.37 ± 0.68 for self-reported competency, and 2.68 ± 0.90 for participation frequency. Exploratory factor analysis supported a two-factor attitude-self-reported-competency structure that explained 72.2% of the variance, and confirmatory factor analysis showed acceptable-to-good fit (CFI = 0.994, TLI = 0.993, RMSEA = 0.070, SRMR = 0.072). Students with prior I&E experience had higher self-reported competency scores than those without experience (3.47 ± 0.70 vs. 3.29 ± 0.65, Conclusion: Students reported attitude scores above the scale midpoint, participation-frequency scores below the midpoint, and self-reported competency scores slightly above the midpoint. More favorable attitudes and more frequent participation were associated with higher self-reported competency scores; however, the cross-sectional design does not permit causal inference.

Indexed as

associated factorshealth professions studentsinnovation and entrepreneurship attitudeparticipation frequencyself-reported innovation and entrepreneurship competencytraining strategy

Identifiers

PMID42718754
PMCPMC13553448

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