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August 13, 2026Evaluation Review

A Novel Dynamic Hierarchical Evaluation Framework for Strategic Overfunding Allocation Across Crowdfunding Typologies

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Authors

CLChun-Yueh Lin

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Overview

Randomized trial identifies optimal allocation strategies for excess funds in crowdfunding, suggesting context-dependent approaches for entrepreneurs.

Key Points

  • The study aims to provide a structured decision-support framework for efficiently allocating excess funds in crowdfunding based on typology and overfunding degree.
  • Developed a hierarchical decision-support framework for evaluating capital allocation strategies
  • Analyzed nine contexts (three crowdfunding typologies and three overfunding gradients)
  • Identified critical factors influencing strategy selection and outlined five strategic options.
  • Reward-based crowdfunding focuses on quality enhancement with lower overfunding, while equity-based prioritizes capital retention.
  • Debt-based crowdfunding tends to return funds when facing high overfunding to manage leverage risks.
  • The study demonstrates varying critical factors for stakeholder management based on overfunding severity.

Cite This Study

Chun-Yueh Lin (2026) studied this question.

synapsesocial.com/papers/6a7d76e62b0e0cff3f640b23https://doi.org/10.1177/0193841x261475106
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