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Optimizing college entrepreneurial finance allocation

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  • Nie, Xueling
  • Wang, Hui
  • Zhang, Pengfei
  • Han, Xue

Abstract

This study develops a novel team–project matching model for college student entrepreneurship by integrating an individual advantage identification model, a projection decision-making framework, and the Hungarian assignment method. The model's performance in improving alignment accuracy and reducing adjustment costs are validated using empirical analysis based on expert-evaluated data from six entrepreneurial teams and projects. The methodology includes a systematic evaluation of entrepreneurial competencies and project requirements. Findings provide practical insights for optimizing college-based entrepreneurship ecosystems and financial resource allocation, contributing to improved entrepreneurial success rates and institutional decision-making.

Suggested Citation

  • Nie, Xueling & Wang, Hui & Zhang, Pengfei & Han, Xue, 2025. "Optimizing college entrepreneurial finance allocation," Finance Research Letters, Elsevier, vol. 77(C).
    • Handle: RePEc:eee:finlet:v:77:y:2025:i:c:s1544612325003125
    DOI: 10.1016/j.frl.2025.107048
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