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Digital transformation and corporate innovation: A factor input perspective

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  • Qianru Liu
  • Jianmei Liu
  • Cheng Gong

Abstract

This research examines the effect of companies' digital transformation on innovation by integrating factors of capital, labor, and technology into the framework, aiming to understand how the enterprises can leverage digital technology to improve absorptive capacity in the innovation process. We use archival data of digital transformation extracted from the annual reports by the methods of text mining and statistical word frequency to conduct large‐sample empirical research of Chinese listed companies. Drawing upon the sample of A‐share listed companies between 2007 and 2019, this article finds that digital transformation can improve both radical and incremental innovation. Further results reveal that the digital transformation has a more significant impact on innovation for companies in the labor‐intensive and technology‐intensive industries, which have more opportunities to utilize digital technology to improve absorptive capacity, and for the companies during the recession period, which lack absorptive capacity and thus can utilize the digital technology to improve absorptive capacity more significantly. Meanwhile, the results reveal that the impact of digital transformation in the industries driven by different factors on radical innovation and incremental innovation is heterogeneous.

Suggested Citation

  • Qianru Liu & Jianmei Liu & Cheng Gong, 2023. "Digital transformation and corporate innovation: A factor input perspective," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 44(4), pages 2159-2174, June.
    • Handle: RePEc:wly:mgtdec:v:44:y:2023:i:4:p:2159-2174
    DOI: 10.1002/mde.3809
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    as
    1. Reddy Srinivas K. & Reinartz Werner, 2017. "Digital Transformation and Value Creation: Sea Change Ahead," GfK Marketing Intelligence Review, Sciendo, vol. 9(1), pages 10-17, May.
    2. repec:ulb:ulbeco:2013/249805 is not listed on IDEAS
    3. Liu, Qing & Qiu, Larry D., 2016. "Intermediate input imports and innovations: Evidence from Chinese firms' patent filings," Journal of International Economics, Elsevier, vol. 103(C), pages 166-183.
    4. 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).
    5. Youngjin Yoo & Richard J. Boland & Kalle Lyytinen & Ann Majchrzak, 2012. "Organizing for Innovation in the Digitized World," Organization Science, INFORMS, vol. 23(5), pages 1398-1408, October.
    6. Wang, Changlin & Teo, Thompson S.H. & Janssen, Marijn, 2021. "Public and private value creation using artificial intelligence: An empirical study of AI voice robot users in Chinese public sector," International Journal of Information Management, Elsevier, vol. 61(C).
    7. Arthur Lewbel, 1997. "Constructing Instruments for Regressions with Measurement Error when no Additional Data are Available, with an Application to Patents and R&D," Econometrica, Econometric Society, vol. 65(5), pages 1201-1214, September.
    8. 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.
    9. Alvaro Escribano & J. Luis Guasch & Manuel De Orte & Jorge Pena, 2009. "Investment Climate Assessment In Indonesia, Malaysia, The Philippines And Thailand: Results From Pooling Firm-Level Data," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 54(03), pages 335-366.
    10. Schweisfurth, Tim G. & Raasch, Christina, 2018. "Absorptive capacity for need knowledge: Antecedents and effects for employee innovativeness," Research Policy, Elsevier, vol. 47(4), pages 687-699.
    11. Jafari Sadeghi, Vahid & Biancone, Paolo Pietro, 2018. "How micro, small and medium-sized enterprises are driven outward the superior international trade performance? A multidimensional study on Italian food sector," Research in International Business and Finance, Elsevier, vol. 45(C), pages 597-606.
    12. Daniel A. Levinthal & James G. March, 1993. "The myopia of learning," Strategic Management Journal, Wiley Blackwell, vol. 14(S2), pages 95-112, December.
    13. Shahzad, Farrukh & Ahmad, Munir & Fareed, Zeeshan & Wang, Zhenkun, 2022. "Innovation decisions through firm life cycle: A new evidence from emerging markets," International Review of Economics & Finance, Elsevier, vol. 78(C), pages 51-67.
    14. Naqshbandi, M. Muzamil & Jasimuddin, Sajjad M., 2018. "Knowledge-oriented leadership and open innovation: Role of knowledge management capability in France-based multinationals," International Business Review, Elsevier, vol. 27(3), pages 701-713.
    15. Hart, Timothy A. & Gilstrap, J. Bruce & Bolino, Mark C., 2016. "Organizational citizenship behavior and the enhancement of absorptive capacity," Journal of Business Research, Elsevier, vol. 69(10), pages 3981-3988.
    16. Schweisfurth, Tim G. & Raasch, Christina, 2018. "Absorptive Capacity for Need Knowledge: Antecedents and Effects for Employee Innovativeness," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 47(4), pages 687-699.
    17. 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).
    18. Arun Kumaraswamy & Raghu Garud & Shahzad (Shaz) Ansari, 2018. "Perspectives on Disruptive Innovations," Journal of Management Studies, Wiley Blackwell, vol. 55(7), pages 1025-1042, November.
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    2. Li, Rui & Xu, Shoufu & Zhang, Yun, 2023. "Can digital transformation reduce within-firm pay inequality? Evidence from China," Economic Modelling, Elsevier, vol. 129(C).

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