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Business group affiliation and corporate digital transformation

Author

Listed:
  • Xiang, Jiafeng
  • Yang, Ge
  • Chen, Yinying
  • Zhou, Dong

Abstract

This study explores how business group affiliation (BGA) affects corporate digital transformation (DT), addressing the gap in the DT literature that generally treats firms as independent entities while neglecting the potential impact of their organizational structure. Utilizing data from Chinese privately owned listed firms from 2010 to 2020, we find that BGA has a negative impact on corporate DT, with a less pronounced effect in firms facing lower industry competition and firms with stronger corporate governance. Mechanism analyses show that BGA undermines firms' DT by reducing their risk-taking and exacerbating expropriation by ultimate controllers. Finally, we find that the negative impact of BGA on corporate DT significantly reduces firms' future performance. Overall, our study enhances the understanding of the determinants of corporate DT and provides firms with useful insights for navigating DT initiatives in today's fast-changing digital world.

Suggested Citation

  • Xiang, Jiafeng & Yang, Ge & Chen, Yinying & Zhou, Dong, 2025. "Business group affiliation and corporate digital transformation," Economic Modelling, Elsevier, vol. 147(C).
    • Handle: RePEc:eee:ecmode:v:147:y:2025:i:c:s026499932500063x
    DOI: 10.1016/j.econmod.2025.107068
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    as
    1. Zhang, Kaixia & Bu, Caiqi, 2024. "Top managers with information technology backgrounds and digital transformation: Evidence from small and medium companies," Economic Modelling, Elsevier, vol. 132(C).
    2. Chen, Zhongfei & Xiao, Yu & Jiang, Kangqi, 2023. "The impact of tax reform on firms' digitalization in China," Technological Forecasting and Social Change, Elsevier, vol. 187(C).
    3. (Jianqiu) Bai, John & Mkrtchyan, Anahit, 2023. "What do outside CEOs really do? Evidence from plant-level data," Journal of Financial Economics, Elsevier, vol. 147(1), pages 27-48.
    4. Feng, Suling & Zhang, Rong & Di, Danyang & Li, Guoxiang, 2024. "Does digital transformation promote global value chain upgrading? Evidence from Chinese manufacturing firms," Economic Modelling, Elsevier, vol. 139(C).
    5. Wang, Zhan & Ma, Dan & Tang, Jiaqi, 2024. "Asymmetric fiscal policies and digital economy development: An empirical analysis based on the global digital value chain perspective," International Review of Financial Analysis, Elsevier, vol. 96(PA).
    6. K. J. Martijn Cremers & Vinay B. Nair & Urs Peyer, 2008. "Takeover Defenses and Competition: The Role of Stakeholders," Journal of Empirical Legal Studies, John Wiley & Sons, vol. 5(4), pages 791-818, December.
    7. Siwei Wang & Xin Li & Zibiao Li & Yongwei Ye, 2023. "The effects of government support on enterprises' digital transformation: Evidence from China," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 44(5), pages 2520-2539, July.
    8. Borja Larrain & Giorgo Sertsios & Francisco Urzúa I, 2019. "The Effects of Losing a Business Group Affiliation," The Review of Financial Studies, Society for Financial Studies, vol. 32(8), pages 3036-3074.
    9. Daron Acemoglu & Simon Johnson & James A. Robinson, 2001. "The Colonial Origins of Comparative Development: An Empirical Investigation," American Economic Review, American Economic Association, vol. 91(5), pages 1369-1401, December.
    10. Li, Xiao-Lin & Yang, Miao & Ge, Xinyu & Zhao, Chen, 2025. "Monetary policy uncertainty and corporate credit financing in China: The role of accounting information quality," Economic Modelling, Elsevier, vol. 144(C).
    11. Chen, Chuanglian & Wang, Shudan & Yao, Shujie & Lin, Yuting, 2023. "Does digital transformation increase the labor income share? From a perspective of resources reallocation," Economic Modelling, Elsevier, vol. 128(C).
    12. Ren, Xiaohang & Zeng, Gudian & Sun, Xianming, 2023. "The peer effect of digital transformation and corporate environmental performance: Empirical evidence from listed companies in China," Economic Modelling, Elsevier, vol. 128(C).
    13. Li, Rui & Xu, Shoufu & Zhang, Yun, 2023. "Can digital transformation reduce within-firm pay inequality? Evidence from China," Economic Modelling, Elsevier, vol. 129(C).
    14. Luo, Yonggen & Cui, Huijie & Zhong, Huiyi & Wei, Changhua, 2023. "Business environment and enterprise digital transformation," Finance Research Letters, Elsevier, vol. 57(C).
    15. Karuna, Christo, 2007. "Industry product market competition and managerial incentives," Journal of Accounting and Economics, Elsevier, vol. 43(2-3), pages 275-297, July.
    16. Paunov, Caroline & Rollo, Valentina, 2016. "Has the Internet Fostered Inclusive Innovation in the Developing World?," World Development, Elsevier, vol. 78(C), pages 587-609.
    17. Joseph P. H. Fan & T. J. Wong, 2005. "Do External Auditors Perform a Corporate Governance Role in Emerging Markets? Evidence from East Asia," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 43(1), pages 35-72, March.
    18. Li, Min & Liu, Na & Kou, Aiju & Chen, Wenchuan, 2023. "Customer concentration and digital transformation," International Review of Financial Analysis, Elsevier, vol. 89(C).
    19. James Heckman, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    20. Indra Siswanti & Hosam Alden Riyadh & Lenny C. Nawangsari & Yusliza Mohd Yusoff & Mas Wahyu Wibowo, 2024. "The impact of digital transformation for sustainable business: the meditating role of corporate governance and financial performance," Cogent Business & Management, Taylor & Francis Journals, vol. 11(1), pages 2316954-231, December.
    21. Boubakri, Narjess & Cosset, Jean-Claude & Saffar, Walid, 2013. "The role of state and foreign owners in corporate risk-taking: Evidence from privatization," Journal of Financial Economics, Elsevier, vol. 108(3), pages 641-658.
    22. Alessio Cozzolino & Gianmario Verona & Frank T. Rothaermel, 2018. "Unpacking the Disruption Process: New Technology, Business Models, and Incumbent Adaptation," Journal of Management Studies, Wiley Blackwell, vol. 55(7), pages 1166-1202, November.
    23. Chen, Ximing & Yan, Yongjia & Qiu, Ji, 2024. "Can enterprise digital transformation reduce the reliance on bank credit? Evidence from China," Economic Modelling, Elsevier, vol. 132(C).
    24. Datta, Sudip & Iskandar-Datta, Mai & Singh, Vivek, 2013. "Product market power, industry structure, and corporate earnings management," Journal of Banking & Finance, Elsevier, vol. 37(8), pages 3273-3285.
    25. Katherine A. Gunny, 2010. "The Relation Between Earnings Management Using Real Activities Manipulation and Future Performance: Evidence from Meeting Earnings Benchmarks," Contemporary Accounting Research, John Wiley & Sons, vol. 27(3), pages 855-888, September.
    26. Nan Jia & Jing Shi & Yongxiang Wang, 2013. "Coinsurance Within Business Groups: Evidence from Related Party Transactions in an Emerging Market," Management Science, INFORMS, vol. 59(10), pages 2295-2313, October.
    27. Xu, Guiyang & Li, Guanggui & Sun, Peibo & Peng, Dan, 2023. "Inefficient investment and digital transformation: What is the role of financing constraints?," Finance Research Letters, Elsevier, vol. 51(C).
    28. Cheng, Liubing & Chen, Yanyan & Zhang, Yan, 2022. "Business groups and corporate bond costs: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 75(C).
    29. Matarazzo, Michela & Penco, Lara & Profumo, Giorgia & Quaglia, Roberto, 2021. "Digital transformation and customer value creation in Made in Italy SMEs: A dynamic capabilities perspective," Journal of Business Research, Elsevier, vol. 123(C), pages 642-656.
    30. Claessens, Stijn & Djankov, Simeon & Lang, Larry H. P., 2000. "The separation of ownership and control in East Asian Corporations," Journal of Financial Economics, Elsevier, vol. 58(1-2), pages 81-112.
    31. Wang, Qian & Wong, T.J. & Xia, Lijun, 2008. "State ownership, the institutional environment, and auditor choice: Evidence from China," Journal of Accounting and Economics, Elsevier, vol. 46(1), pages 112-134, September.
    32. Wu, Xingying & Liu, Shan, 2025. "Gender diversity in top management and its impact on firm-level digital transformation: Evidence from China," Economic Modelling, Elsevier, vol. 145(C).
    33. Zareie, Mobina & Attig, Najah & El Ghoul, Sadok & Fooladi, Iraj, 2024. "Firm digital transformation and corporate performance: The moderating effect of organizational capital," Finance Research Letters, Elsevier, vol. 61(C).
    34. Chen, Donghua & Chen, Yinying & Li, Oliver Zhen & Ni, Chenkai, 2018. "Foreign residency rights and corporate fraud," Journal of Corporate Finance, Elsevier, vol. 51(C), pages 142-163.
    35. Ahamed, M. Mostak & Luintel, Kul B. & Mallick, Sushanta K., 2023. "Does local knowledge spillover matter for firm productivity? The role of financial access and corporate governance," Research Policy, Elsevier, vol. 52(8).
    36. Buchuk, David & Larrain, Borja & Muñoz, Francisco & Urzúa I., Francisco, 2014. "The internal capital markets of business groups: Evidence from intra-group loans," Journal of Financial Economics, Elsevier, vol. 112(2), pages 190-212.
    37. Zhuo Cheng & Tajul Ariffin Masron, 2023. "Economic policy uncertainty and corporate digital transformation: evidence from China," Applied Economics, Taylor & Francis Journals, vol. 55(40), pages 4625-4641, August.
    38. Chinmay Pattnaik & James Chang & Hyun Shin, 2013. "Business groups and corporate transparency in emerging markets: Empirical evidence from India," Asia Pacific Journal of Management, Springer, vol. 30(4), pages 987-1004, December.
    39. Zhang, Yue & Ge, Mengshuai & Yang, Jiaju & Liu, Cuiying & Chen, Xi, 2023. "Controlling shareholders' equity pledge, digital finance, and corporate digital transformation," International Review of Financial Analysis, Elsevier, vol. 90(C).
    40. Tang, Chang & Xu, Yuanyuan & Hao, Yu & Wu, Haitao & Xue, Yan, 2021. "What is the role of telecommunications infrastructure construction in green technology innovation? A firm-level analysis for China," Energy Economics, Elsevier, vol. 103(C).
    41. Niu, Yuhao & Wang, Sai & Wen, Wen & Li, Sifei, 2023. "Does digital transformation speed up dynamic capital structure adjustment? Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 79(C).
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    JEL classification:

    • G30 - Financial Economics - - Corporate Finance and Governance - - - General
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • G34 - Financial Economics - - Corporate Finance and Governance - - - Mergers; Acquisitions; Restructuring; Corporate Governance

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