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Digital Transformation, Top Management Team Heterogeneity, and Corporate Innovation: Evidence from A Quasi-Natural Experiment in China

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  • Qincheng Zhang

    (School of Accountancy, Shandong University of Finance and Economics, Jinan 250014, China)

  • Mingzeng Yang

    (School of Accountancy, Shandong University of Finance and Economics, Jinan 250014, China)

Abstract

Digitalization has brought great changes to economic and social development, and corporate digital transformation has gradually become the focus of academic attention. We explore the economic impacts of digital transformation from the perspective of corporate innovation utilizing a sample of China’s A-share listed manufacturing firms from 2008 to 2020, depending on the quasi-natural experiment of “Integration of Informatization & Industrialization”. Using the difference-in-differences (DID) model, we document that the growth of innovation considerably tends to rise via corporate digital transformation, and top management team (TMT) heterogeneity plays a positively moderating role in this process. The findings are still reliable after the parallel trend test, PSM-DID, placebo test, and the test of excluding alternative explanations. Extended analyses find that the innovation incentive effect of digital transformation will enhance corporate value in the later stage. Our findings not only contribute to the advancement of the study in digital transformation, but also offer theoretical support and useful advice for furthering corporate digitalization and upgrading the mechanism for creative growth.

Suggested Citation

  • Qincheng Zhang & Mingzeng Yang, 2023. "Digital Transformation, Top Management Team Heterogeneity, and Corporate Innovation: Evidence from A Quasi-Natural Experiment in China," Sustainability, MDPI, vol. 15(3), pages 1-23, January.
    • Handle: RePEc:gam:jsusta:v:15:y:2023:i:3:p:1780-:d:1038787
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    as
    1. Bhattacharya, Utpal & Hsu, Po-Hsuan & Tian, Xuan & Xu, Yan, 2017. "What Affects Innovation More: Policy or Policy Uncertainty?," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 52(5), pages 1869-1901, October.
    2. Minetti, Raoul & Murro, Pierluigi & Paiella, Monica, 2015. "Ownership structure, governance, and innovation," European Economic Review, Elsevier, vol. 80(C), pages 165-193.
    3. Atanassov, Julian & Liu, Xiaoding, 2020. "Can Corporate Income Tax Cuts Stimulate Innovation?," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 55(5), pages 1415-1465, August.
    4. Bronwyn H. Hall & Dietmar Harhoff, 2012. "Recent Research on the Economics of Patents," Annual Review of Economics, Annual Reviews, vol. 4(1), pages 541-565, July.
    5. Raj Chetty & Adam Looney & Kory Kroft, 2009. "Salience and Taxation: Theory and Evidence," American Economic Review, American Economic Association, vol. 99(4), pages 1145-1177, September.
    6. Swen Nadkarni & Reinhard Prügl, 2021. "Digital transformation: a review, synthesis and opportunities for future research," Management Review Quarterly, Springer, vol. 71(2), pages 233-341, April.
    7. Robert M. Solow, 1956. "A Contribution to the Theory of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 70(1), pages 65-94.
    8. Czarnitzki, Dirk & Hanel, Petr & Rosa, Julio Miguel, 2011. "Evaluating the impact of R&D tax credits on innovation: A microeconometric study on Canadian firms," Research Policy, Elsevier, vol. 40(2), pages 217-229, March.
    9. Chen, Tao & Harford, Jarrad & Lin, Chen, 2015. "Do analysts matter for governance? Evidence from natural experiments," Journal of Financial Economics, Elsevier, vol. 115(2), pages 383-410.
    10. Eric A. Fong, 2010. "Relative CEO Underpayment and CEO Behaviour Towards R&D Spending," Journal of Management Studies, Wiley Blackwell, vol. 47(6), pages 1095-1122, September.
    11. Nanda, Ramana & Rhodes-Kropf, Matthew, 2013. "Investment cycles and startup innovation," Journal of Financial Economics, Elsevier, vol. 110(2), pages 403-418.
    12. Hasan, Iftekhar & (Stan) Hoi, Chun-Keung & Wu, Qiang & Zhang, Hao, 2020. "Is social capital associated with corporate innovation? Evidence from publicly listed firms in the U.S," Journal of Corporate Finance, Elsevier, vol. 62(C).
    13. Dushnitsky, Gary & Lenox, Michael J., 2005. "When do incumbents learn from entrepreneurial ventures?: Corporate venture capital and investing firm innovation rates," Research Policy, Elsevier, vol. 34(5), pages 615-639, June.
    14. Luong, Hoang & Moshirian, Fariborz & Nguyen, Lily & Tian, Xuan & Zhang, Bohui, 2017. "How Do Foreign Institutional Investors Enhance Firm Innovation?," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 52(4), pages 1449-1490, August.
    15. Trevor Clohessy & Thomas Acton & Lorraine Morgan, 2017. "The Impact of Cloud-Based Digital Transformation on IT Service Providers: Evidence From Focus Groups," International Journal of Cloud Applications and Computing (IJCAC), IGI Global, vol. 7(4), pages 1-19, October.
    16. Dukangqi Li & Weitao Shen, 2021. "Can Corporate Digitalization Promote Green Innovation? The Moderating Roles of Internal Control and Institutional Ownership," Sustainability, MDPI, vol. 13(24), pages 1-22, December.
    17. Cristian L. Dezsö & David Gaddis Ross, 2012. "Does female representation in top management improve firm performance? A panel data investigation," Strategic Management Journal, Wiley Blackwell, vol. 33(9), pages 1072-1089, September.
    18. Thorsten Beck & Ross Levine & Alexey Levkov, 2010. "Big Bad Banks? The Winners and Losers from Bank Deregulation in the United States," Journal of Finance, American Finance Association, vol. 65(5), pages 1637-1667, October.
    19. Chen, Sheng-Syan & Kao, Wei-Chuan & Wang, Yanzhi, 2021. "Tax policy and innovation performance: Evidence from enactment of the alternative simplified credit," Journal of Banking & Finance, Elsevier, vol. 125(C).
    20. Prendergast, Canice & Stole, Lars, 1996. "Impetuous Youngsters and Jaded Old-Timers: Acquiring a Reputation for Learning," Journal of Political Economy, University of Chicago Press, vol. 104(6), pages 1105-1134, December.
    21. Zhanna Mingaleva & Elena Shironina & Elena Lobova & Vasiliy Olenev & Lyubov Plyusnina & Anna Oborina, 2022. "Organizational Culture Management as an Element of Innovative and Sustainable Development of Enterprises," Sustainability, MDPI, vol. 14(10), pages 1-28, May.
    22. Yuan, Rongli & Wen, Wen, 2018. "Managerial foreign experience and corporate innovation," Journal of Corporate Finance, Elsevier, vol. 48(C), pages 752-770.
    23. repec:cup:jfinqa:v:46:y:2011:i:06:p:1545-1580_00 is not listed on IDEAS
    24. Bronzini, Raffaello & Piselli, Paolo, 2016. "The impact of R&D subsidies on firm innovation," Research Policy, Elsevier, vol. 45(2), pages 442-457.
    25. Jens Horbach & Jojo Jacob, 2018. "The relevance of personal characteristics and gender diversity for (eco‐)innovation activities at the firm‐level: Results from a linked employer–employee database in Germany," Business Strategy and the Environment, Wiley Blackwell, vol. 27(7), pages 924-934, November.
    26. Erik Brynjolfsson & Lorin M. Hitt, 2003. "Computing Productivity: Firm-Level Evidence," The Review of Economics and Statistics, MIT Press, vol. 85(4), pages 793-808, November.
    27. Sonja Sperber & Christian Linder, 2018. "The impact of top management teams on firm innovativeness: a configurational analysis of demographic characteristics, leadership style and team power distribution," Review of Managerial Science, Springer, vol. 12(1), pages 285-316, January.
    28. Xiaoping He & Shuo Jiang, 2019. "Does gender diversity matter for green innovation?," Business Strategy and the Environment, Wiley Blackwell, vol. 28(7), pages 1341-1356, November.
    29. Sunder, Jayanthi & Sunder, Shyam V. & Zhang, Jingjing, 2017. "Pilot CEOs and corporate innovation," Journal of Financial Economics, Elsevier, vol. 123(1), pages 209-224.
    30. 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.
    31. Atanassov, Julian & Liu, Xiaoding, 2020. "Can Corporate Income Tax Cuts Stimulate Innovation? - ERRATUM," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 55(5), pages 1755-1755, August.
    32. Gozman, Daniel & Willcocks, Leslie, 2019. "The emerging Cloud Dilemma: Balancing innovation with cross-border privacy and outsourcing regulations," Journal of Business Research, Elsevier, vol. 97(C), pages 235-256.
    33. Chkir, Imed & El Haj Hassan, Boushra & Rjiba, Hatem & Saadi, Samir, 2021. "Does corporate social responsibility influence corporate innovation? International evidence," Emerging Markets Review, Elsevier, vol. 46(C).
    34. Talke, Katrin & Salomo, Sören & Rost, Katja, 2010. "How top management team diversity affects innovativeness and performance via the strategic choice to focus on innovation fields," Research Policy, Elsevier, vol. 39(7), pages 907-918, September.
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