Evidence map›Paper›PMID 42746041›Full record

ArticleFrontiers in psychology2026

How supervisor support influences research innovation capability among master's students: the chain mediating roles of research resilience and research engagement.

Fei Wang, Liying Qi

Abstract read
In one paragraph

Article in Frontiers in psychology, 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

What it found

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2 · The registry

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3 · Its place in the literature

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No citing paper in PubMed yet.

4 · The record

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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

2 authors.

Fei Wang *School of Management, Jiangsu University, Zhenjiang, Jiangsu, China.
Liying Qi *School of Education, Jiangsu University, Zhenjiang, Jiangsu, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Cultivating innovative talent has become a prominent concern with the rapid advancement of artificial intelligence and intensification of knowledge production. Master's students' research innovation capability remains at a nascent stage. Previous studies have explored various factors that contribute to students' research innovation, but few have investigated how resilience and engagement operate together in the sequential process. Methods: Grounded in Conservation of Resources theory, Social Support and Self-determination theory, this study developed and tested a chain mediation model to examine the mediating roles of research resilience and research engagement in the relationship between supervisor support and research innovation capability. Data were collected from 421 master's students at Chinese universities. Path analysis and the bootstrap method were used to test the mediating effects. Results: Supervisor support exerted significant positive effects on research resilience ( Conclusion: This study revealed the psychological and behavioral mechanisms underlying the conversion of supervisor support into research innovation capability among master's students. These findings underscore the importance of strengthening research resilience and fostering research engagement within master's students training systems as key conditions for activating students' research agency, which in turn enhances their research innovation capacity.

Indexed as

master’s studentsresearch engagementresearch innovation capabilityresearch resiliencesupervisor support

Identifiers

PMID42746041
PMCPMC13574971

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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.