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Powering Innovation: How High-Performance Computing Platform Revolutionizes University Research

Author

Listed:
  • Dan Wang
  • Anh Ngoc Quang Huynh
  • Handong Tang

Abstract

High-performance computing platforms (HPCP) serve as a critical component of institutional research infrastructure at universities, enhancing innovation efficiency. However, there is an absence of empirical research quantifying their impacts. Acknowledging this void, a difference-in-differences (DID) approach is employed in this study to systematically evaluate the influence of HPCP on university innovation efficiency. The findings reveal that: (1) universities with access to HPCP experience a significant improvement in innovation efficiency, with heterogeneities observed across regions, institutional rankings and university types; (2) HPCP drives innovation efficiency by attracting and cultivating top-tier researchers, expanding the scope of research activities and enabling the production of high-quality research outputs; and (3) the relationship between HPCP and innovation efficiency exhibits non-linearity, influenced by the quality and volume of research outputs as well as the presence of elite researchers. The contributions of this study are threefold viz: (1) providing empirical evidence quantifying HPCP’s role in university innovation efficiency; (2) elucidating the mechanisms through which HPCP enhances innovation; and (3) identifying the non-linear relationship between HPCP and innovation efficiency, offering nuanced insights for policymakers to engender targeted strategies.

Suggested Citation

  • Dan Wang & Anh Ngoc Quang Huynh & Handong Tang, 2026. "Powering Innovation: How High-Performance Computing Platform Revolutionizes University Research," Evaluation Review, , vol. 50(1), pages 55-88, February.
    • Handle: RePEc:sae:evarev:v:50:y:2026:i:1:p:55-88
    DOI: 10.1177/0193841X251369313
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