Data Assets in Governance: Evidence From Real Earnings Management

ABSTRACT This study examines the impact of data assets on corporate real earnings management (REM) by analysing a sample of Chinese listed firms for 2003–2021. We find that firms with data assets have a lower level of REM than firms without, as data exploitation significantly improves internal governance. This effect is greater for firms with higher earnings pressure and more powerful CEOs. Furthermore, data assets reduce abnormal increases in production costs and abnormal cuts in discretionary expenses. Thus, data assets may be a novel governance mechanism for curbing managerial opportunism, indicating a practical use for data assets in corporate governance.

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Publication Details

Journal
Accounting and Finance
Published
2025-11-13
DOI
https://doi.org/10.1111/acfi.70136
Primary Topic
Auditing, Earnings Management, Governance
Type
article
Field-Weighted Citation Impact
0.00
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article

Data Assets in Governance: Evidence From Real Earnings Management

Yuetong Li, Xiaojia Zheng, Yiqian Cai
Accounting and Finance
Auditing, Earnings Management, Governance
article

Data Assets in Governance: Evidence From Real Earnings Management

Yuetong Li, Xiaojia Zheng, Yiqian Cai
article en

Abstract

ABSTRACT This study examines the impact of data assets on corporate real earnings management (REM) by analysing a sample of Chinese listed firms for 2003–2021. We find that firms with data assets have a lower level of REM than firms without, as data exploitation significantly improves internal governance. This effect is greater for firms with higher earnings pressure and more powerful CEOs. Furthermore, data assets reduce abnormal increases in production costs and abnormal cuts in discretionary expenses. Thus, data assets may be a novel governance mechanism for curbing managerial opportunism, indicating a practical use for data assets in corporate governance.

Accounting and Finance
University of International Business and Economics (CN), Universidad Carlos III de Madrid (ES), Renmin University of China (CN)
Openalex Percentile: Top 51%
Auditing, Earnings Management, Governance
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