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AI adoption divergence and ESG: rethinking corporate financialization and financial performance


Citation

Wang, Mingyao and Khan, Faisal and Mohd Nor, Normaziah and Shi, Yiyan and Zhou, Ziyu and Liu, Yu (2026) AI adoption divergence and ESG: rethinking corporate financialization and financial performance. Cogent Business and Management, 13 (1). art. no. 2627662. pp. 1-35. ISSN 2331-1975

Abstract

This study explores the impact of financialization based on assets, debt, and income on the financial performance of Chinese non-financial listed firms in the A-share market, using a sample of 40,365 firm-year observations from 2010 to 2023. We applied fixed-effects, two-stage least squares models (IV-2SLS) using instrumental variables, and PSM-DID models, demonstrating that financialization based on assets and debt has a significantly negative impact on firm profitability. Financialization based on income, however, does not have a significant effect. Using signalling theory, agency theory, and resource-based views, the study also develops an integrated framework whereby divergence in the discourse surrounding AI and actual AI adoption (primary mechanism) is moderated, and ESG practice (secondary mechanism) mediates the effects of financialization on performance. The findings show that those firms that have a greater divergence between AI discourse and AI expenditure have lower financial performance, while superior ESG practice ameliorates the negative effects of financialization. Overall, the findings show that excessive financialization is associated with adverse performance outcomes, and the firm’s AI capability and ESG practice represent strategic forms of corporate performance.


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Additional Metadata

Item Type: Article
Subject: Business and International Management
Subject: Accounting
Divisions: School of Business and Economics
DOI Number: https://doi.org/10.1080/23311975.2026.2627662
Publisher: Cogent Oa
Keywords: Ai adoption divergence; Corporate financialization; Esg practice; Financial performance
Sustainable Development Goals (SDGs): SDG 8: Decent Work and Economic Growth, SDG 9: Industry, Innovation and Infrastructure, SDG 12: Responsible Consumption and Production
Depositing User: Ms. Siti Radziah Mohamed@mahmod
Date Deposited: 23 Apr 2026 00:39
Last Modified: 23 Apr 2026 00:39
Altmetrics: http://www.altmetric.com/details.php?domain=psasir.upm.edu.my&doi=10.1080/23311975.2026.2627662
URI: http://psasir.upm.edu.my/id/eprint/124060
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