ArticleBMC medical education2026
Institutional incentives and faculty cooperation in scholarship of teaching and learning: a scenario-based study in medical education.
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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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.
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Authors and funding
5 authors.
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Abstract
backgroundSustained collaboration between basic science and clinical faculty in the Scholarship of Teaching and Learning (SoTL) remains challenging, partly because institutional incentives are often misaligned with the conditions required for cooperation.
methodsWe conducted a scenario-based discrete-choice experiment with 240 medical faculty members from four universities in China. The scenarios varied expected synergy, collaboration cost, inequity risk, direct reciprocity, and reputational visibility. We estimated logit models and mapped the results onto a behavioral game-theoretic threshold framework.
resultsIncreased expected synergy, direct reciprocity, and reputational visibility raised willingness to collaborate, whereas higher cost and inequity risk reduced cooperation. In the pooled model, direct reciprocity showed the largest positive association with cooperation. Group comparisons indicated that clinical faculty were more responsive to direct reciprocity, whereas basic science faculty were more responsive to reputational visibility. In the calibrated threshold analysis, supportive mechanisms lowered the minimum expected synergy required for incentive-compatible cooperation, with reputational visibility showing a larger threshold reduction among basic science faculty and direct reciprocity showing a larger threshold reduction among clinical faculty.
conclusionsCross-group SoTL collaboration may be strengthened by institutional designs that combine credible reciprocity structures, visible recognition of educational scholarship, and fairness safeguards, while taking into account the different mechanism sensitivities of basic science and clinical faculty.
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