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The effect of digitalization on total factor productivity: a dynamic capabilities perspective

Author

Listed:
  • Weiteng Shen

    (Zhejiang Wanli University
    Ningbo University Donghai Academy)

  • Andrianarivo Andriandafiarisoa Ralison Ny Avotra

    (University of Sunderland)

  • Xuan Yu

    (Ningbo University Donghai Academy
    Ningbo University)

  • Shunbin Zhong

    (Minnan Normal University)

Abstract

Manufacturing and digital technologies are increasingly integrated to enhance productivity. While prior studies have investigated the effect of digitalization on productivity, limited attention has been paid to the moderating role of dynamic capabilities in this effect. This study bridges this gap by employing a panel fixed-effects model to test how dynamic capabilities moderate the effect of digitalization on total factor productivity (TFP) in Chinese listed manufacturing firms from 2007 to 2020. The results show that digitalization significantly improves firms’ TFP. Moreover, digitalization’s effects on TFP are moderated positively by absorptive, innovative, and adaptive capabilities. Among these, adaptive capability has the strongest moderating effect, followed by innovative capability, while absorptive capability has the weakest. The strength of these moderating effects is closely related to the industry competition and the degree of government intervention in the market where the companies operate. This study introduces a dynamic capabilities perspective to offer a novel interpretation for uncovering the pathways through which digitalization enhances TFP. It also provides insights for managers on how to better leverage digital technologies and for policymakers on how to design supportive policies.

Suggested Citation

  • Weiteng Shen & Andrianarivo Andriandafiarisoa Ralison Ny Avotra & Xuan Yu & Shunbin Zhong, 2025. "The effect of digitalization on total factor productivity: a dynamic capabilities perspective," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 12(1), pages 1-14, December.
    • Handle: RePEc:pal:palcom:v:12:y:2025:i:1:d:10.1057_s41599-025-05938-x
    DOI: 10.1057/s41599-025-05938-x
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    1. Eller, Robert & Alford, Philip & Kallmünzer, Andreas & Peters, Mike, 2020. "Antecedents, consequences, and challenges of small and medium-sized enterprise digitalization," Journal of Business Research, Elsevier, vol. 112(C), pages 119-127.
    2. Girma, Sourafel & Gorg, Holger & Strobl, Eric, 2007. "The effects of government grants on plant survival: A micro-econometric analysis," International Journal of Industrial Organization, Elsevier, vol. 25(4), pages 701-720, August.
    3. Lu, Wenyi & Zhuang, Shilong & Fan, Siyuan, 2024. "Losing trust when pursuing development: How automation hindered political trust in China?," Journal of Economic Behavior & Organization, Elsevier, vol. 218(C), pages 406-422.
    4. Ke-Liang Wang & Ting-Ting Sun & Ru-Yu Xu, 2023. "The impact of artificial intelligence on total factor productivity: empirical evidence from China’s manufacturing enterprises," Economic Change and Restructuring, Springer, vol. 56(2), pages 1113-1146, April.
    5. Wei Jiang, 2017. "Have Instrumental Variables Brought Us Closer to the Truth," The Review of Corporate Finance Studies, Society for Financial Studies, vol. 6(2), pages 127-140.
    6. Ren, Shenggang & Sun, Helin & Zhang, Tao, 2021. "Do environmental subsidies spur environmental innovation? Empirical evidence from Chinese listed firms," Technological Forecasting and Social Change, Elsevier, vol. 173(C).
    7. Bresciani, Stefano & Ferraris, Alberto & Del Giudice, Manlio, 2018. "The management of organizational ambidexterity through alliances in a new context of analysis: Internet of Things (IoT) smart city projects," Technological Forecasting and Social Change, Elsevier, vol. 136(C), pages 331-338.
    8. Pan, Wenrong & Xie, Tao & Wang, Zhuwang & Ma, Lisha, 2022. "Digital economy: An innovation driver for total factor productivity," Journal of Business Research, Elsevier, vol. 139(C), pages 303-311.
    9. Liu, Jun & Chang, Huihong & Forrest, Jeffrey Yi-Lin & Yang, Baohua, 2020. "Influence of artificial intelligence on technological innovation: Evidence from the panel data of china's manufacturing sectors," Technological Forecasting and Social Change, Elsevier, vol. 158(C).
    10. John Antonakis & Samuel Bendahan & Philippe Jacquart & Rafael Lalive, 2010. "On making causal claims : A review and recommendations," Post-Print hal-02313119, HAL.
    11. Chirumalla, Koteshwar, 2021. "Building digitally-enabled process innovation in the process industries: A dynamic capabilities approach," Technovation, Elsevier, vol. 105(C).
    12. Tian, Meng & Chen, Yang & Tian, Guanghao & Huang, Wei & Hu, Chuan, 2023. "The role of digital transformation practices in the operations improvement in manufacturing firms: A practice-based view," International Journal of Production Economics, Elsevier, vol. 262(C).
    13. Guo, Shu & Zhang, ZhongXiang, 2023. "Green credit policy and total factor productivity: Evidence from Chinese listed companies," Energy Economics, Elsevier, vol. 128(C).
    14. David J. Teece, 2007. "Explicating dynamic capabilities: the nature and microfoundations of (sustainable) enterprise performance," Strategic Management Journal, Wiley Blackwell, vol. 28(13), pages 1319-1350, December.
    15. Rui Li & Jing Rao & Liangyong Wan, 2022. "The digital economy, enterprise digital transformation, and enterprise innovation," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 43(7), pages 2875-2886, October.
    16. Yongzheng Liu & Jie Mao, 2019. "How Do Tax Incentives Affect Investment and Productivity? Firm-Level Evidence from China," American Economic Journal: Economic Policy, American Economic Association, vol. 11(3), pages 261-291, August.
    17. 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).
    18. K.P. Kalirajan & M.B. Obwona & S. Zhao, 1996. "A Decomposition of Total Factor Productivity Growth: The Case of Chinese Agricultural Growth before and after Reforms," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 78(2), pages 331-338.
    19. Zhu, Minghao & Liang, Chen & Yeung, Andy C.L. & Zhou, Honggeng, 2024. "The impact of intelligent manufacturing on labor productivity: An empirical analysis of Chinese listed manufacturing companies," International Journal of Production Economics, Elsevier, vol. 267(C).
    20. Chen, Shimin & Sun, Zheng & Tang, Song & Wu, Donghui, 2011. "Government intervention and investment efficiency: Evidence from China," Journal of Corporate Finance, Elsevier, vol. 17(2), pages 259-271, April.
    21. Jesus Felipe & J. S. L. McCombie, 2005. "WHY ARE SOME COUNTRIES RICHER THAN OTHERS? A SKEPTICAL VIEW OF MANKIW–ROMER–WEIL's TEST OF THE NEOCLASSICAL GROWTH MODEL," Metroeconomica, Wiley Blackwell, vol. 56(3), pages 360-392, July.
    22. Christine Legner & Torsten Eymann & Thomas Hess & Christian Matt & Tilo Böhmann & Paul Drews & Alexander Mädche & Nils Urbach & Frederik Ahlemann, 2017. "Digitalization: Opportunity and Challenge for the Business and Information Systems Engineering Community," Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK, Springer;Gesellschaft für Informatik e.V. (GI), vol. 59(4), pages 301-308, August.
    23. John Hagedoorn & Geert Duysters, 2002. "External Sources of Innovative Capabilities: The Preferences for Strategic Alliances or Mergers and Acquisitions," Journal of Management Studies, Wiley Blackwell, vol. 39(2), pages 167-188, March.
    24. 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).
    25. Wu, Keping & Fu, Yumei & Kong, Dongmin, 2022. "Does the digital transformation of enterprises affect stock price crash risk?," Finance Research Letters, Elsevier, vol. 48(C).
    26. Siachou, Evangelia & Vrontis, Demetris & Trichina, Eleni, 2021. "Can traditional organizations be digitally transformed by themselves? The moderating role of absorptive capacity and strategic interdependence," Journal of Business Research, Elsevier, vol. 124(C), pages 408-421.
    27. Yang, Yefei & Yee, Rachel W.Y., 2022. "The effect of process digitalization initiative on firm performance: A dynamic capability development perspective," International Journal of Production Economics, Elsevier, vol. 254(C).
    28. Wang, Yang & Xiuping, Sui & Zhang, Qi, 2021. "Can fintech improve the efficiency of commercial banks? —An analysis based on big data," Research in International Business and Finance, Elsevier, vol. 55(C).
    29. Li, Ying & Dai, Jing & Cui, Li, 2020. "The impact of digital technologies on economic and environmental performance in the context of industry 4.0: A moderated mediation model," International Journal of Production Economics, Elsevier, vol. 229(C).
    30. Ilke Van Beveren, 2012. "Total Factor Productivity Estimation: A Practical Review," Journal of Economic Surveys, Wiley Blackwell, vol. 26(1), pages 98-128, February.
    31. Ghosh, Swapan & Hughes, Mat & Hodgkinson, Ian & Hughes, Paul, 2022. "Digital transformation of industrial businesses: A dynamic capability approach," Technovation, Elsevier, vol. 113(C).
    32. Wooldridge, Jeffrey M., 2009. "On estimating firm-level production functions using proxy variables to control for unobservables," Economics Letters, Elsevier, vol. 104(3), pages 112-114, September.
    33. Duane Ireland, R. & Webb, Justin W., 2007. "Strategic entrepreneurship: Creating competitive advantage through streams of innovation," Business Horizons, Elsevier, vol. 50(1), pages 49-59.
    34. Chaudhuri, Ranjan & Chatterjee, Sheshadri & Gupta, Shivam & Kamble, Sachin, 2023. "Green supply chain technology and organization performance: Moderating role of environmental dynamism and product-service innovation capability," Technovation, Elsevier, vol. 128(C).
    35. Yilin Zhong & Feng Xu & Longpeng Zhang, 2024. "Influence of artificial intelligence applications on total factor productivity of enterprises—evidence from textual analysis of annual reports of Chinese-listed companies," Applied Economics, Taylor & Francis Journals, vol. 56(43), pages 5205-5223, September.
    36. Hanna Hottenrott & Bettina Peters, 2012. "Innovative Capability and Financing Constraints for Innovation: More Money, More Innovation?," The Review of Economics and Statistics, MIT Press, vol. 94(4), pages 1126-1142, November.
    37. Fernandes, Ana M. & Paunov, Caroline, 2012. "Foreign direct investment in services and manufacturing productivity: Evidence for Chile," Journal of Development Economics, Elsevier, vol. 97(2), pages 305-321.
    38. Guo, Bingnan & Wang, Yu & Zhang, Hao & Liang, Chunyan & Feng, Yu & Hu, Feng, 2023. "Impact of the digital economy on high-quality urban economic development: Evidence from Chinese cities," Economic Modelling, Elsevier, vol. 120(C).
    39. 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.
    40. Jafari-Sadeghi, Vahid & Garcia-Perez, Alexeis & Candelo, Elena & Couturier, Jerome, 2021. "Exploring the impact of digital transformation on technology entrepreneurship and technological market expansion: The role of technology readiness, exploration and exploitation," Journal of Business Research, Elsevier, vol. 124(C), pages 100-111.
    41. Margherita Pagani & Catherine Pardo, 2017. "The impact of digital technology on relationships in a business network," Post-Print hal-02312032, HAL.
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