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The financial effect of firm digitalization: Evidence from China

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  • Zeng, Huixiang
  • Ran, Hangxin
  • Zhou, Qiong
  • Jin, Youliang
  • Cheng, Xu

Abstract

Digitalization has been reshaping business structure and has had a tremendous impact on firm development. However, a “paradox” exists about how digitalization affects firm performance. To explain this phenomenon, this study explores the financial effect of firm digitalization and reveals boundary conditions under which digitalization influences firm performance. Using panel data from A-share listed companies in China between 2012 and 2019, this study finds that digitalization can significantly improve firm performance, and top management team experience is an essential complementary resource that can effectively strengthen the promotion effect of digitalization on financial performance. Furthermore, the pressure of industry competition can be transformed into the power of firm digitalization, thus amplifying the financial effect of digitalization. The mechanism test shows that enhancing total factor productivity can be a potential mechanism of digitalization to improve firm financial performance. The heterogeneity tests show that the financial effect of digitalization is better in state-owned enterprises and enterprises located in areas with high judicial transparency. This study determines the business value of digitalization and the boundary conditions of digital value creation, which helps to understand the integration of digital technology and the real economy.

Suggested Citation

  • 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).
  • Handle: RePEc:eee:tefoso:v:183:y:2022:i:c:s0040162522004723
    DOI: 10.1016/j.techfore.2022.121951
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    as
    1. Shivam Gupta & Théo Justy & Shampy Kamboj & Ajay Kumar & Eivind Kristoffersen, 2021. "Big data and firm marketing performance: Findings from knowledge-based view," Post-Print hal-03609916, HAL.
    2. Kohtamäki, Marko & Parida, Vinit & Patel, Pankaj C. & Gebauer, Heiko, 2020. "The relationship between digitalization and servitization: The role of servitization in capturing the financial potential of digitalization," Technological Forecasting and Social Change, Elsevier, vol. 151(C).
    3. Li, Lixu & Ye, Fei & Zhan, Yuanzhu & Kumar, Ajay & Schiavone, Francesco & Li, Yina, 2022. "Unraveling the performance puzzle of digitalization: Evidence from manufacturing firms," Journal of Business Research, Elsevier, vol. 149(C), pages 54-64.
    4. Fernandez-Vidal, Jorge & Gonzalez, Reyes & Gasco, Jose & Llopis, Juan, 2022. "Digitalization and corporate transformation: The case of European oil & gas firms," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
    5. Büchi, Giacomo & Cugno, Monica & Castagnoli, Rebecca, 2020. "Smart factory performance and Industry 4.0," Technological Forecasting and Social Change, Elsevier, vol. 150(C).
    6. Cheng-Kui Huang & Tawei Wang & Tzu-Yen Huang, 2020. "Initial Evidence on the Impact of Big Data Implementation on Firm Performance," Information Systems Frontiers, Springer, vol. 22(2), pages 475-487, April.
    7. Yunis, Manal & Tarhini, Abbas & Kassar, Abdulnasser, 2018. "The role of ICT and innovation in enhancing organizational performance: The catalysing effect of corporate entrepreneurship," Journal of Business Research, Elsevier, vol. 88(C), pages 344-356.
    8. Lynn Wu & Bowen Lou & Lorin Hitt, 2019. "Data Analytics Supports Decentralized Innovation," Management Science, INFORMS, vol. 65(10), pages 4863-4877, October.
    9. Shakina, Elena & Parshakov, Petr & Alsufiev, Artem, 2021. "Rethinking the corporate digital divide: The complementarity of technologies and the demand for digital skills," Technological Forecasting and Social Change, Elsevier, vol. 162(C).
    10. Brian W. Jacobs & Richard Kraude & Sriram Narayanan, 2016. "Operational Productivity, Corporate Social Performance, Financial Performance, and Risk in Manufacturing Firms," Production and Operations Management, Production and Operations Management Society, vol. 25(12), pages 2065-2085, December.
    11. Alan I. Murray, 1989. "Top management group heterogeneity and firm performance," Strategic Management Journal, Wiley Blackwell, vol. 10(S1), pages 125-141, June.
    12. Gupta, Shivam & Justy, Théo & Kamboj, Shampy & Kumar, Ajay & Kristoffersen, Eivind, 2021. "Big data and firm marketing performance: Findings from knowledge-based view," Technological Forecasting and Social Change, Elsevier, vol. 171(C).
    13. Prasanna Tambe, 2014. "Big Data Investment, Skills, and Firm Value," Management Science, INFORMS, vol. 60(6), pages 1452-1469, June.
    14. Chouaibi, Salim & Festa, Giuseppe & Quaglia, Roberto & Rossi, Matteo, 2022. "The risky impact of digital transformation on organizational performance – evidence from Tunisia," Technological Forecasting and Social Change, Elsevier, vol. 178(C).
    15. Yasmin, Mariam & Tatoglu, Ekrem & Kilic, Huseyin Selcuk & Zaim, Selim & Delen, Dursun, 2020. "Big data analytics capabilities and firm performance: An integrated MCDM approach," Journal of Business Research, Elsevier, vol. 114(C), pages 1-15.
    16. David J. Teece & Gary Pisano & Amy Shuen, 1997. "Dynamic capabilities and strategic management," Strategic Management Journal, Wiley Blackwell, vol. 18(7), pages 509-533, August.
    17. Brinch, Morten & Gunasekaran, Angappa & Fosso Wamba, Samuel, 2021. "Firm-level capabilities towards big data value creation," Journal of Business Research, Elsevier, vol. 131(C), pages 539-548.
    18. Yang, Miying & Fu, Mingtao & Zhang, Zihan, 2021. "The adoption of digital technologies in supply chains: Drivers, process and impact," Technological Forecasting and Social Change, Elsevier, vol. 169(C).
    19. Kathleen M. Eisenhardt & Jeffrey A. Martin, 2000. "Dynamic capabilities: what are they?," Strategic Management Journal, Wiley Blackwell, vol. 21(10‐11), pages 1105-1121, October.
    20. Karim, Mohammed Shamsul & Nahar, Sharmin & Demirbag, Mehmet, 2022. "Resource-Based Perspective on ICT Use and Firm Performance: A Meta-analysis Investigating the Moderating Role of Cross-Country ICT Development Status," Technological Forecasting and Social Change, Elsevier, vol. 179(C).
    21. André Hanelt & René Bohnsack & David Marz & Cláudia Antunes Marante, 2021. "A Systematic Review of the Literature on Digital Transformation: Insights and Implications for Strategy and Organizational Change," Journal of Management Studies, Wiley Blackwell, vol. 58(5), pages 1159-1197, July.
    22. Oliver Alexy & Joel West & Helge Klapper & Markus Reitzig, 2018. "Surrendering control to gain advantage: Reconciling openness and the resource‐based view of the firm," Strategic Management Journal, Wiley Blackwell, vol. 39(6), pages 1704-1727, June.
    23. Gaglio, Cyrielle & Kraemer-Mbula, Erika & Lorenz, Edward, 2022. "The effects of digital transformation on innovation and productivity: Firm-level evidence of South African manufacturing micro and small enterprises," Technological Forecasting and Social Change, Elsevier, vol. 182(C).
    24. Andrew Kusiak, 2017. "Smart manufacturing must embrace big data," Nature, Nature, vol. 544(7648), pages 23-25, April.
    25. Martínez-Caro, Eva & Cegarra-Navarro, Juan Gabriel & Alfonso-Ruiz, Francisco Javier, 2020. "Digital technologies and firm performance: The role of digital organisational culture," Technological Forecasting and Social Change, Elsevier, vol. 154(C).
    26. Qing Hu & Robert Plant, 2001. "An Empirical Study of the Casual Relationship Between IT Investment and Firm Performance," Information Resources Management Journal (IRMJ), IGI Global, vol. 14(3), pages 15-26, July.
    27. Amason, Allen C. & Shrader, Rodney C. & Tompson, George H., 2006. "Newness and novelty: Relating top management team composition to new venture performance," Journal of Business Venturing, Elsevier, vol. 21(1), pages 125-148, January.
    28. S J Ho & S K Mallick, 2010. "The impact of information technology on the banking industry," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 61(2), pages 211-221, February.
    29. Wamba, Samuel Fosso & Gunasekaran, Angappa & Akter, Shahriar & Ren, Steven Ji-fan & Dubey, Rameshwar & Childe, Stephen J., 2017. "Big data analytics and firm performance: Effects of dynamic capabilities," Journal of Business Research, Elsevier, vol. 70(C), pages 356-365.
    30. Linde, Lina & Sjödin, David & Parida, Vinit & Wincent, Joakim, 2021. "Dynamic capabilities for ecosystem orchestrationA capability-based framework for smart city innovation initiatives," Technological Forecasting and Social Change, Elsevier, vol. 166(C).
    31. Truant, Elisa & Broccardo, Laura & Dana, Léo-Paul, 2021. "Digitalisation boosts company performance: an overview of Italian listed companies," Technological Forecasting and Social Change, Elsevier, vol. 173(C).
    32. Zhou, Dan & Kautonen, Mika & Dai, Weiqi & Zhang, Hui, 2021. "Exploring how digitalization influences incumbents in financial services: The role of entrepreneurial orientation, firm assets, and organizational legitimacy," Technological Forecasting and Social Change, Elsevier, vol. 173(C).
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