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CEO values and corporate performance: A text mining and LLM-based approach

Author

Listed:
  • Oleksy Paweł

    (Krakow University of Economics, ul. Rakowicka 27, 31-510 Kraków, Poland)

  • Reccius Matthias

    (Ruhr University Bochum, Universitätsstraße 150, 44801 Bochum, Germany)

  • Czupryna Marcin

    (Krakow University of Economics, ul. Rakowicka 27, 31-510 Kraków, Poland)

Abstract

This study explores the relationship between CEO values and corporate performance across five standard dimensions of companies’ activity: liquidity, profitability, solvency, operating efficiency, and valuation. Utilising two complementary approaches—dictionary-based text mining and a ChatGPTbased approach to analyse over 4300 CEO interviews, we identified the CEO Schwartz value profiles and compared them with corporate outcomes. The findings indicate that that CEOs with a stronger emphasis on the Achievement value tend to be associated with higher corporate profitability. In turn, CEOs with a strong orientation toward Security are associated with higher corporate liquidity and long-term value creation. In addition, CEOs emphasising Self-direction or Stimulation are observed in firms with higher cash reserves and relatively lower operating efficiency. The results suggest that CEOs’ values may lead to different strategies and, as a consequence, differences in companies’ financial results. The findings contribute to a better understanding of the sources of these differences.

Suggested Citation

  • Oleksy Paweł & Reccius Matthias & Czupryna Marcin, 2025. "CEO values and corporate performance: A text mining and LLM-based approach," Economics and Business Review, Sciendo, vol. 11(3), pages 65-90.
  • Handle: RePEc:vrs:ecobur:v:11:y:2025:i:3:p:65-90:n:1005
    DOI: 10.18559/ebr.2025.3.2172
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    Keywords

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    JEL classification:

    • D91 - Microeconomics - - Micro-Based Behavioral Economics - - - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on Decision Making
    • G30 - Financial Economics - - Corporate Finance and Governance - - - General
    • L25 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Firm Performance

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