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Artificial intelligence

Artificial Intelligence Can Guide Efficiency Improvements in Higher Education Institutions

Strategic Insights

— 1 min read

A recent study published in the International Transactions in Operational Research has explored the application of artificial intelligence (AI) in guiding efficiency improvements in higher education institutions (HEIs). The research, conducted by a team of researchers from the University of Leuven (KU Leuven), aimed to identify the relevant research that uses nonparametric efficiency and AI techniques within the HEI sector. The study's findings provide a powerful mix of bibliometric and systematic literature review results that highlight a long-standing tradition of applying nonparametric efficiency analysis to the sector, as well as the increasing attention of AI scholars.

Key Takeaways:

  • The study identified a significant opportunity for further research focus at the intersection of nonparametric efficiency analysis and AI in HEIs.
  • The application of AI can support efficiency evaluations, particularly in handling tasks that traditional efficiency techniques alone cannot perform.
  • The study outlined substantial evidence revealing much room for improvement in efficiency in the HEI sector.
  • The research was conducted as part of the GRINS project-Growing Resilient, INclusive and Sustainable from the European Union Next-Generation EU, Horizon Europe project EFFEct.
  • The study's findings can inform both HEI administrators and policymakers.
  • The researchers identified a need for further research on the application of AI in guiding efficiency improvements in HEIs.

Statistics:

  • The study analyzed articles published up to March 2025.
  • The research covered the sector of higher education institutions (HEIs) in Europe.
  • The study highlighted a long-standing tradition of applying nonparametric efficiency analysis to the sector, with increasing attention from AI scholars.
  • The researchers identified substantial evidence revealing much room for improvement in efficiency in the HEI sector.
  • The study's findings can inform both HEI administrators and policymakers.

Sources:

  • International Transactions in Operational Research, "Nonparametric Efficiency and Artificial Intelligence Techniques In Higher Education: a Systematic Literature Review and Bibliometric Analysis," 2025.
  • University of Leuven (KU Leuven), Faculty of Economics and Business, Leuven Econ Educ Res, Leuven, Belgium.
  • NewsRx, "Studies from University of Leuven (KU Leuven) Reveal New Findings on Artificial Intelligence (Nonparametric Efficiency and Artificial Intelligence Techniques In Higher Education: a Systematic Literature Review and Bibliometric Analysis)," August 6, 2025.

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