Varieties of capitalism and sustainability reporting: Text analysis-based evidence on European companies

• Automated text analysis revealed ESG reporting varies across capitalism models. • Larger companies disclosed more ESG details; profitability showed mixed effects. • Mediterranean economies scored highest in ESRS-compliant sustainability reporting. • Novel TF-IDF-based scoring method enhances comparability of ESG disclosures. Sustainability reporting has become a crucial tool for global corporations to disclose environmental, social, and governance (ESG) aspects. This paper examines how corporate sustainability reporting depth varies with firm financial characteristics and with the institutional diversity of European economic systems. Companies are classified using the Varieties of Capitalism (VoC) framework, accounting for the economic differences represented by distinct capitalism models. The quantitative design applies dictionary-based text mining to 2022 and 2023 sustainability reports, using ESRS-aligned scoring to measure disclosure breadth and topic coverage. The sample includes the 20 highest-revenue firms from each VoC group. WordStat-based text analytics generate ESRS topic scores and link disclosure outcomes to firm size, profitability, and leverage. Results indicate systematic cross-VoC differences in ESRS coverage, with higher median disclosure breadth in Social-Democrat Economies (SDE) and Mediterranean Capitalism (MED) settings, thinner coverage more common in Continental European Capitalism (CEC) and Eastern and Central European Capitalism (EAST) settings, and Liberal Market Economies (LME) typically occupying an intermediate position. Regression evidence identifies firm size as the most consistent positive determinant of disclosure breadth, while profitability shows weaker or inconsistent associations and leverage is more often linked to thinner environmental coverage. Findings imply that achieving ESRS comparability across Europe require not only harmonized standards but also institution-sensitive implementation and enforcement capable of reducing persistent cross-country differences in disclosure depth.

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Publication Details

Journal
Sustainable Futures
Published
2026-04-22
DOI
https://doi.org/10.1016/j.sftr.2026.101865
Primary Topic
Corporate Social Responsibility Reporting
Type
article
Field-Weighted Citation Impact
0.00

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article

Varieties of capitalism and sustainability reporting: Text analysis-based evidence on European companies

Alex Suta, Zétény Limbach, Árpád Tóth
Sustainable Futures
Corporate Social Responsibility Reporting
article

Varieties of capitalism and sustainability reporting: Text analysis-based evidence on European companies

Alex Suta, Zétény Limbach, Árpád Tóth
article en

Abstract

• Automated text analysis revealed ESG reporting varies across capitalism models. • Larger companies disclosed more ESG details; profitability showed mixed effects. • Mediterranean economies scored highest in ESRS-compliant sustainability reporting. • Novel TF-IDF-based scoring method enhances comparability of ESG disclosures. Sustainability reporting has become a crucial tool for global corporations to disclose environmental, social, and governance (ESG) aspects. This paper examines how corporate sustainability reporting depth varies with firm financial characteristics and with the institutional diversity of European economic systems. Companies are classified using the Varieties of Capitalism (VoC) framework, accounting for the economic differences represented by distinct capitalism models. The quantitative design applies dictionary-based text mining to 2022 and 2023 sustainability reports, using ESRS-aligned scoring to measure disclosure breadth and topic coverage. The sample includes the 20 highest-revenue firms from each VoC group. WordStat-based text analytics generate ESRS topic scores and link disclosure outcomes to firm size, profitability, and leverage. Results indicate systematic cross-VoC differences in ESRS coverage, with higher median disclosure breadth in Social-Democrat Economies (SDE) and Mediterranean Capitalism (MED) settings, thinner coverage more common in Continental European Capitalism (CEC) and Eastern and Central European Capitalism (EAST) settings, and Liberal Market Economies (LME) typically occupying an intermediate position. Regression evidence identifies firm size as the most consistent positive determinant of disclosure breadth, while profitability shows weaker or inconsistent associations and leverage is more often linked to thinner environmental coverage. Findings imply that achieving ESRS comparability across Europe require not only harmonized standards but also institution-sensitive implementation and enforcement capable of reducing persistent cross-country differences in disclosure depth.

Sustainable FuturesVol. 11
Széchenyi István University (HU)
Széchenyi István Egyetem
Responsible consumption and production
Openalex Percentile: Top 5%
Corporate Social Responsibility Reporting
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