IDEAS home Printed from https://ideas.repec.org/a/eee/tefoso/v210y2025ics0040162524006930.html
   My bibliography  Save this article

How does digital transformation predict the investment cycle in family enterprises?

Author

Listed:
  • Hao, Jing
  • Ren, Xingzi
  • Bi, Huining
  • Wu, Ji (George)

Abstract

This paper explores the impact of digital transformation on the investment efficiency of family enterprises. Using a multiperiod difference-in-differences (DID) model, the study finds that, compared with nonfamily enterprises, family enterprises experience a significant decline in investment efficiency following digital transformation. Mechanism tests indicate that increased agency costs and heightened risk-taking in family firms' post-digital transformation drive this decline. The negative effect is pronounced in firms with higher pre-transformation information quality and those with lower financial constraints. This study contributes to the literature by examining corporate digital transformation through the lens of investment cycles in family firms, thereby deepening our understanding of the economic consequences of technological cycles. Additionally, the findings offer valuable insights for family enterprises, guiding them in making informed decisions about digital transformation, developing effective adaptation strategies, and maximizing the benefits of technological advancements.

Suggested Citation

  • Hao, Jing & Ren, Xingzi & Bi, Huining & Wu, Ji (George), 2025. "How does digital transformation predict the investment cycle in family enterprises?," Technological Forecasting and Social Change, Elsevier, vol. 210(C).
    • Handle: RePEc:eee:tefoso:v:210:y:2025:i:c:s0040162524006930
    DOI: 10.1016/j.techfore.2024.123895
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0040162524006930
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.techfore.2024.123895?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Jin, Linlin & Liu, Mingzhi & Wu, Zhenyu & Zhang, Zixu, 2023. "The difference of investment efficiency between family and non-family firms: An international scope," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 88(C).
    2. Hess, Thomas & Matt, Christian & Benlian, Alexander & Wiesböck, Florian, 2016. "Options for Formulating a Digital Transformation Strategy," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 81032, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    3. Wu, Chia-Hung & Chou, Che-Wei & Chien, Chen-Fu & Lin, Yun-Siang, 2024. "Digital transformation in manufacturing industries: Effects of firm size, product innovation, and production type," Technological Forecasting and Social Change, Elsevier, vol. 207(C).
    4. Chen, Ruiyuan & El Ghoul, Sadok & Guedhami, Omrane & Wang, He, 2017. "Do state and foreign ownership affect investment efficiency? Evidence from privatizations," Journal of Corporate Finance, Elsevier, vol. 42(C), pages 408-421.
    5. He, Feng & Guo, Xinyao & Yue, Pengpeng, 2024. "Media coverage and corporate ESG performance: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 91(C).
    6. Kose John & Lubomir Litov & Bernard Yeung, 2008. "Corporate Governance and Risk‐Taking," Journal of Finance, American Finance Association, vol. 63(4), pages 1679-1728, August.
    7. Li, Huanjie & Zhang, Yuan & Li, Yan, 2024. "The impact of the digital economy on the total factor productivity of manufacturing firms: Empirical evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 207(C).
    8. Chan-Jane Lin & Tawei Wang & Chao-Jung Pan, 2016. "Financial reporting quality and investment decisions for family firms," Asia Pacific Journal of Management, Springer, vol. 33(2), pages 499-532, June.
    9. Nambisan, Satish & Wright, Mike & Feldman, Maryann, 2019. "The digital transformation of innovation and entrepreneurship: Progress, challenges and key themes," Research Policy, Elsevier, vol. 48(8), pages 1-1.
    10. Chen, Zhongfei & Jiang, Kangqi, 2024. "Digitalization and corporate investment efficiency: Evidence from China," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 91(C).
    11. Armstrong, Christopher S. & Guay, Wayne R. & Weber, Joseph P., 2010. "The role of information and financial reporting in corporate governance and debt contracting," Journal of Accounting and Economics, Elsevier, vol. 50(2-3), pages 179-234, December.
    12. Wang, Zongrun & Zhang, Taiyu & Ren, Xiaohang & Shi, Yukun, 2024. "AI adoption rate and corporate green innovation efficiency: Evidence from Chinese energy companies," Energy Economics, Elsevier, vol. 132(C).
    13. Faccio, Mara & Lang, Larry H. P., 2002. "The ultimate ownership of Western European corporations," Journal of Financial Economics, Elsevier, vol. 65(3), pages 365-395, September.
    14. Cheng, Weixuan & Li, Cheng & Zhao, Tianjiao, 2024. "The stages of enterprise digital transformation and its impact on internal control: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 92(C).
    15. Jiang, Fuxiu & Cai, Wenjing & Wang, Xue & Zhu, Bing, 2018. "Multiple large shareholders and corporate investment: Evidence from China," Journal of Corporate Finance, Elsevier, vol. 50(C), pages 66-83.
    16. Andrew Ellul & Marco Pagano & Fausto Panunzi, 2010. "Inheritance Law and Investment in Family Firms," American Economic Review, American Economic Association, vol. 100(5), pages 2414-2450, December.
    17. repec:bla:jfinan:v:58:y:2003:i:3:p:1301-1327 is not listed on IDEAS
    18. 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.
    19. Singh, Manohar & Davidson III, Wallace N., 2003. "Agency costs, ownership structure and corporate governance mechanisms," Journal of Banking & Finance, Elsevier, vol. 27(5), pages 793-816, May.
    20. James J. Chrisman & Jess H. Chua & Reginald A. Litz, 2004. "Comparing the Agency Costs of Family and Non–Family Firms: Conceptual Issues and Exploratory Evidence," Entrepreneurship Theory and Practice, , vol. 28(4), pages 335-354, July.
    21. Cao, Jerry & Cumming, Douglas & Wang, Xiaoming, 2015. "One-child policy and family firms in China," Journal of Corporate Finance, Elsevier, vol. 33(C), pages 317-329.
    22. Mohammed Benlemlih & Mohammad Bitar, 2018. "Corporate Social Responsibility and Investment Efficiency," Journal of Business Ethics, Springer, vol. 148(3), pages 647-671, March.
    23. Yuegang Song & Feng Hao & Xiazhen Hao & Giray Gozgor, 2021. "Economic Policy Uncertainty, Outward Foreign Direct Investments, and Green Total Factor Productivity: Evidence from Firm-Level Data in China," Sustainability, MDPI, vol. 13(4), pages 1-16, February.
    24. Healy, Paul M. & Palepu, Krishna G., 2001. "Information asymmetry, corporate disclosure, and the capital markets: A review of the empirical disclosure literature," Journal of Accounting and Economics, Elsevier, vol. 31(1-3), pages 405-440, September.
    25. Hess, Thomas & Matt, Christian & Benlian, Alexander & Wiesböck, Florian, 2016. "Options for Formulating a Digital Transformation Strategy," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 82423, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    26. Robert M. Bushman & Joseph D. Piotroski & Abbie J. Smith, 2004. "What Determines Corporate Transparency?," Journal of Accounting Research, Wiley Blackwell, vol. 42(2), pages 207-252, May.
    27. Fang, Xubing & Liu, Maotao, 2024. "How does the digital transformation drive digital technology innovation of enterprises? Evidence from enterprise's digital patents," Technological Forecasting and Social Change, Elsevier, vol. 204(C).
    28. David L. Deephouse & Peter Jaskiewicz, 2013. "Do Family Firms Have Better Reputations Than Non-Family Firms? An Integration of Socioemotional Wealth and Social Identity Theories," Journal of Management Studies, Wiley Blackwell, vol. 50(3), pages 337-360, May.
    29. Villalonga, Belen & Amit, Raphael, 2006. "How do family ownership, control and management affect firm value?," Journal of Financial Economics, Elsevier, vol. 80(2), pages 385-417, May.
    30. Collewaert, Veroniek & Vanacker, Tom & Anseel, Frederik & Bourgois, Dries, 2021. "The sandwich game: Founder-CEOs and forecasting as impression management," Journal of Business Venturing, Elsevier, vol. 36(1).
    31. Zhuo Huang & Yunqing Tao & Xin Luo & Yongwei Ye & Tianyi Lei, 2023. "Regional digital finance and corporate investment efficiency in China," Applied Economics, Taylor & Francis Journals, vol. 55(43), pages 5115-5134, September.
    32. 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).
    33. Mohammed Benlemlih & Mohammad Bitar, 2018. "Corporate Social Responsibility and Investment Efficiency," Post-Print halshs-01321227, HAL.
    34. Wang, Bo & Gong, Siyu & Yang, Yang, 2024. "Unveiling the relation between digital technology and low-carbon innovation: Carbon emission trading policy as an antecedent," Technological Forecasting and Social Change, Elsevier, vol. 205(C).
    35. James S. Ang & Rebel A. Cole & James Wuh Lin, 2000. "Agency Costs and Ownership Structure," Journal of Finance, American Finance Association, vol. 55(1), pages 81-106, February.
    36. Fama, Eugene F. & Jensen, Michael C., 1985. "Organizational forms and investment decisions," Journal of Financial Economics, Elsevier, vol. 14(1), pages 101-119, March.
    37. Wang, Zongrun & Cao, Xuxin & Ren, Xiaohang & Gozgor, Giray, 2024. "Digital finance and the energy transition: Evidence from Chinese prefecture-level cities," Global Finance Journal, Elsevier, vol. 61(C).
    38. Xu, Chang & Jin, Long, 2024. "Effects of government digitalization on firm investment efficiency: Evidence from China," International Review of Economics & Finance, Elsevier, vol. 92(C), pages 819-834.
    39. Ardito, Lorenzo & Raby, Simon & Albino, Vito & Bertoldi, Bernardo, 2021. "The duality of digital and environmental orientations in the context of SMEs: Implications for innovation performance," Journal of Business Research, Elsevier, vol. 123(C), pages 44-56.
    40. Charles J. Hadlock & Joshua R. Pierce, 2010. "New Evidence on Measuring Financial Constraints: Moving Beyond the KZ Index," The Review of Financial Studies, Society for Financial Studies, vol. 23(5), pages 1909-1940.
    41. HARRY DeANGELO & RICHARD ROLL, 2015. "How Stable Are Corporate Capital Structures?," Journal of Finance, American Finance Association, vol. 70(1), pages 373-418, February.
    42. Alfredo De massis & Josip Kotlar & Jess H. Chua & James J. Chrisman, 2014. "Ability and Willingness as Sufficiency Conditions for Family‐Oriented Particularistic Behavior: Implications for Theory and Empirical Studies," Journal of Small Business Management, Taylor & Francis Journals, vol. 52(2), pages 344-364, April.
    43. Xiong Wang & Yazhi Zhu & Xiaohang Ren & Giray Gozgor, 2023. "The impact of digital inclusive finance on the spatial convergence of the green total factor productivity in the Chinese cities," Applied Economics, Taylor & Francis Journals, vol. 55(42), pages 4871-4889, September.
    44. Zeng, Huixiang & Ran, Hangxin & Zhou, Qiong & Jin, Youliang & Cheng, Xu, 2022. "The financial effect of firm digitalization: Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 183(C).
    45. Ole‐Kristian Hope & Wayne B. Thomas, 2008. "Managerial Empire Building and Firm Disclosure," Journal of Accounting Research, Wiley Blackwell, vol. 46(3), pages 591-626, June.
    46. Chen, Mengyuan & Xiao, Jason Zezhong & Zhao, Yang, 2021. "Confucianism, successor choice, and firm performance in family firms: Evidence from China," Journal of Corporate Finance, Elsevier, vol. 69(C).
    47. Randall Morck & Bernard Yeung, 2003. "Agency Problems in Large Family Business Groups," Entrepreneurship Theory and Practice, , vol. 27(4), pages 367-382, October.
    48. Lin, Ying & Yan, Xiaohan & Yang, Xiuyun, 2023. "Digital finance and enterprise investment efficiency in China," International Review of Financial Analysis, Elsevier, vol. 90(C).
    49. Gugler, Klaus & Mueller, Dennis C & Yurtoglu, B Burcin, 2004. "Corporate Governance and the Returns on Investment," Journal of Law and Economics, University of Chicago Press, vol. 47(2), pages 589-633, October.
    50. Marianne Bertrand & Antoinette Schoar, 2006. "The Role of Family in Family Firms," Journal of Economic Perspectives, American Economic Association, vol. 20(2), pages 73-96, Spring.
    51. Li, Haitong & Lu, Lanting & Lin, Ziang & Meng, Tianze, 2024. "Digital innovation and corporate social responsibility performance: Evidence from firms' digital patents," Technological Forecasting and Social Change, Elsevier, vol. 207(C).
    52. William S. Schulze & Michael H. Lubatkin & Richard N. Dino & Ann K. Buchholtz, 2001. "Agency Relationships in Family Firms: Theory and Evidence," Organization Science, INFORMS, vol. 12(2), pages 99-116, April.
    53. He, Feng & Yan, Yulin & Hao, Jing & Wu, Ji (George), 2022. "Retail investor attention and corporate green innovation: Evidence from China," Energy Economics, Elsevier, vol. 115(C).
    54. Hao, Jing & Peng, Mengzu & He, Wenjia, 2023. "Digital finance development and bank liquidity creation," International Review of Financial Analysis, Elsevier, vol. 90(C).
    55. Ronald C. Anderson & David M. Reeb, 2003. "Founding‐Family Ownership and Firm Performance: Evidence from the S&P 500," Journal of Finance, American Finance Association, vol. 58(3), pages 1301-1328, June.
    56. Xie, Weihong & Zou, Yukun & Guo, Haizhen & Li, Zhongshun, 2024. "What drives digital innovation cycles? Evidence from manufacturing enterprises in China," Technological Forecasting and Social Change, Elsevier, vol. 204(C).
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Chen, Ruifan & Chen, Runnan & He, Feng, 2025. "Seeing the big picture: Board Chair's network in corporate performance explaining," International Review of Economics & Finance, Elsevier, vol. 97(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Christopher Hansen & Joern Block & Matthias Neuenkirch, 2020. "Family Firm Performance Over The Business Cycle: A Meta‐Analysis," Journal of Economic Surveys, Wiley Blackwell, vol. 34(3), pages 476-511, July.
    2. Miller, Danny & Le Breton-Miller, Isabelle & Lester, Richard H. & Cannella Jr., Albert A., 2007. "Are family firms really superior performers?," Journal of Corporate Finance, Elsevier, vol. 13(5), pages 829-858, December.
    3. David G. Sirmon & Jean–Luc Arregle & Michael A. Hitt & Justin W. Webb, 2008. "The Role of Family Influence in Firms’ Strategic Responses to Threat of Imitation," Entrepreneurship Theory and Practice, , vol. 32(6), pages 979-998, November.
    4. Xie, Jian & Yuan, Song, 2025. "The cultural origins of family firms," Journal of Comparative Economics, Elsevier, vol. 53(1), pages 1-24.
    5. Mario Daniele Amore & Danny Miller, 2025. "The role of culture in family firms," Small Business Economics, Springer, vol. 64(2), pages 261-278, February.
    6. Chi, Yung-Ling, 2023. "The agency costs of family ownership: Evidence from innovation performance," Journal of Banking & Finance, Elsevier, vol. 148(C).
    7. Sabri Boubaker & Riadh Manita & Wael Rouatbi, 2021. "Large shareholders, control contestability and firm productive efficiency," Annals of Operations Research, Springer, vol. 296(1), pages 591-614, January.
    8. Zheng, Xiaojia & Zhu, Bing & Yang, Ge, 2023. "The soft landing: Does intrafamily succession matter for corporate risk-taking?," Pacific-Basin Finance Journal, Elsevier, vol. 78(C).
    9. Jiang, Fuxiu & Pei, Mingqi & Cai, Yiqian & Zheng, Xiaojia, 2025. "Pricing family leadership: Evidence from audit fees," Pacific-Basin Finance Journal, Elsevier, vol. 90(C).
    10. Wang, Kun Tracy & Shailer, Greg, 2017. "Family ownership and financial performance relations in emerging markets," International Review of Economics & Finance, Elsevier, vol. 51(C), pages 82-98.
    11. Bennedsen, Morten & Fan, Joseph P.H. & Jian, Ming & Yeh, Yin-Hua, 2015. "The family business map: Framework, selective survey, and evidence from Chinese family firm succession," Journal of Corporate Finance, Elsevier, vol. 33(C), pages 212-226.
    12. Karaevli, Ayse & Yurtoglu, B. Burcin, 2021. "Family ownership, market development, and internationalization of Turkish business groups (1925-2017)," Journal of World Business, Elsevier, vol. 56(6).
    13. Bouzgarrou, Houssam & Navatte, Patrick, 2013. "Ownership structure and acquirers performance: Family vs. non-family firms," International Review of Financial Analysis, Elsevier, vol. 27(C), pages 123-134.
    14. Alfredo De Massis & Josip Kotlar & Pietro Mazzola & Tommaso Minola & Salvatore Sciascia, 2018. "Conflicting Selves: Family Owners' Multiple Goals and Self-Control Agency Problems in Private Firms," Entrepreneurship Theory and Practice, , vol. 42(3), pages 362-389, May.
    15. Barontini, Roberto & Bozzi, Stefano, 2018. "Family firm heterogeneity and CEO compensation in Continental Europe," Journal of Economics and Business, Elsevier, vol. 97(C), pages 1-18.
    16. Ivan Miroshnychenko & Alfredo De Massis & Danny Miller & Roberto Barontini, 2021. "Family Business Growth Around the World," Entrepreneurship Theory and Practice, , vol. 45(4), pages 682-708, July.
    17. Vikas Mehrotra & Randall Morck & Jungwook Shim & Yupana Wiwattanakantang, 2010. "Must Love Kill the Family Firm?," NBER Working Papers 16340, National Bureau of Economic Research, Inc.
    18. Pankaj C. Patel & Maria João Guedes, 2022. "Do family firms perform better under financial constraints? Financial constraints, family firms and performance," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 43(4), pages 933-949, June.
    19. Vikas Mehrotra & Randall Morck & Jungwook Shim & Yupana Wiwattanakantang, 2011. "Must Love Kill the Family Firm? Some Exploratory Evidence," Entrepreneurship Theory and Practice, , vol. 35(6), pages 1121-1148, November.
    20. Isakov, Dušan & Weisskopf, Jean-Philippe, 2015. "Pay-out policies in founding family firms," Journal of Corporate Finance, Elsevier, vol. 33(C), pages 330-344.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:tefoso:v:210:y:2025:i:c:s0040162524006930. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.sciencedirect.com/science/journal/00401625 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.