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

This study examines the effects of CEO values on 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 ChatGPT-based approach to analyse over 4900 CEO interviews, we identified the CEO Schwartz value profiles and compared them with corporate outcomes. We found that CEOs prioritising the Achievement value enhance corporate profitability. In turn, CEOs with a strong orientation toward Security mostly tend to prioritise financial liquidity and long-term value creation, potentially sacrificing short-term profits. Additionally, CEOs emphasising Self-direction or Stimulation maintain higher cash reserves, with less focus on operating efficiency. The results show that CEOs’ values may lead to different strategies and, as a consequence, differences in companies' financial results. Additionally, the results enable better understanding of the sources of these differences.

Authors

Institutions

Publication Details

Journal
Economics and Business Review/˜The œPoznań University of Economics Review
Published
2025-09-30
DOI
https://doi.org/10.18559/ebr.2025.3.2172
Primary Topic
Business Strategy and Innovation
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

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

Paweł Oleksy, Marcin Czupryna, Matthias Reccius
Economics and Business Review/˜The œPoznań University of Economics Review
Business Strategy and Innovation
article

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

Paweł Oleksy, Marcin Czupryna, Matthias Reccius
article en

Abstract

This study examines the effects of CEO values on 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 ChatGPT-based approach to analyse over 4900 CEO interviews, we identified the CEO Schwartz value profiles and compared them with corporate outcomes. We found that CEOs prioritising the Achievement value enhance corporate profitability. In turn, CEOs with a strong orientation toward Security mostly tend to prioritise financial liquidity and long-term value creation, potentially sacrificing short-term profits. Additionally, CEOs emphasising Self-direction or Stimulation maintain higher cash reserves, with less focus on operating efficiency. The results show that CEOs’ values may lead to different strategies and, as a consequence, differences in companies' financial results. Additionally, the results enable better understanding of the sources of these differences.

Economics and Business Review/˜The œPoznań University of Economics ReviewVol. 11(3)
Krakow University of Economics (PL), Ruhr University Bochum (DE)
Openalex Percentile: Top 61%
Business Strategy and Innovation
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.