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Enterprise digitalization, business strategy and subsidy allocation: Evidence of the signaling effect

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  • Yu, Feifei
  • Du, Hongyan
  • Li, Xiaotong
  • Cao, Jiayu

Abstract

Government subsidies are often used to overcome market imperfections that constrain investment and other business activities. Since the Chinese government proposed the “Internet Plus” action plan in 2015, many companies in a number of traditional industries have made significant efforts toward enterprise digitalization. Our paper investigates the signaling effect of enterprise digitalization on government subsidy allocation. Using a panel dataset of Chinese listed enterprises from 2013 to 2018, our fixed effects model shows a significant positive relationship between companies' digitalization efforts and the amount of government subsidies they receive. Furthermore, our analysis highlights the role of business strategy in moderating this relationship. These findings suggest that enterprise digitalization efforts can send valuable signals to the government agencies responsible for subsidy allocation.

Suggested Citation

  • Yu, Feifei & Du, Hongyan & Li, Xiaotong & Cao, Jiayu, 2023. "Enterprise digitalization, business strategy and subsidy allocation: Evidence of the signaling effect," Technological Forecasting and Social Change, Elsevier, vol. 190(C).
    • Handle: RePEc:eee:tefoso:v:190:y:2023:i:c:s0040162523001579
    DOI: 10.1016/j.techfore.2023.122472
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    as
    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. Yan Zhang & Margarethe F. Wiersema, 2009. "Stock market reaction to CEO certification: the signaling role of CEO background," Strategic Management Journal, Wiley Blackwell, vol. 30(7), pages 693-710, July.
    3. Smith, Claudia & Smith, J. Brock & Shaw, Eleanor, 2017. "Embracing digital networks: Entrepreneurs' social capital online," Journal of Business Venturing, Elsevier, vol. 32(1), pages 18-34.
    4. Uwe Cantner & Sarah Kösters, 2012. "Picking the winner? Empirical evidence on the targeting of R&D subsidies to start-ups," Small Business Economics, Springer, vol. 39(4), pages 921-936, November.
    5. Danny Miller & Peter H. Friesen, 1982. "Innovation in conservative and entrepreneurial firms: Two models of strategic momentum," Strategic Management Journal, Wiley Blackwell, vol. 3(1), pages 1-25, January.
    6. Satish Nambisan, 2017. "Digital Entrepreneurship: Toward a Digital Technology Perspective of Entrepreneurship," Entrepreneurship Theory and Practice, , vol. 41(6), pages 1029-1055, November.
    7. Kathleen A. Bentley & Thomas C. Omer & Nathan Y. Sharp, 2013. "Business Strategy, Financial Reporting Irregularities, and Audit Effort," Contemporary Accounting Research, John Wiley & Sons, vol. 30(2), pages 780-817, June.
    8. Stanley Slater & Eric Olson & Carol Finnegan, 2011. "Business strategy, marketing organization culture, and performance," Marketing Letters, Springer, vol. 22(3), pages 227-242, September.
    9. Cao, Chunfang & Li, Xiaoyang & Xia, Changyuan, 2021. "The complicit role of local government authorities in corporate bribery: Evidence from a tax collection reform in China," China Economic Review, Elsevier, vol. 65(C).
    10. Giebe, Thomas & Grebe, Tim & Wolfstetter, Elmar, 2006. "How to allocate R&D (and other) subsidies: An experimentally tested policy recommendation," Research Policy, Elsevier, vol. 35(9), pages 1261-1272, November.
    11. Elitzur, Ramy & Gavious, Arieh, 2003. "Contracting, signaling, and moral hazard: a model of entrepreneurs, 'angels,' and venture capitalists," Journal of Business Venturing, Elsevier, vol. 18(6), pages 709-725, November.
    12. Wu, Aihua, 2017. "The signal effect of Government R&D Subsidies in China: Does ownership matter?," Technological Forecasting and Social Change, Elsevier, vol. 117(C), pages 339-345.
    13. Hughes, Paul & Morgan, Robert E., 2008. "Fitting strategic resources with product-market strategy: Performance implications," Journal of Business Research, Elsevier, vol. 61(4), pages 323-331, April.
    14. Bianchi, Mattia & Murtinu, Samuele & Scalera, Vittoria G., 2019. "R&D Subsidies as Dual Signals in Technological Collaborations," Research Policy, Elsevier, vol. 48(9), pages 1-1.
    15. Danielle Higgins & Thomas C. Omer & John D. Phillips, 2015. "The Influence of a Firm's Business Strategy on its Tax Aggressiveness," Contemporary Accounting Research, John Wiley & Sons, vol. 32(2), pages 674-702, June.
    16. J. P. Eggers & Sarah Kaplan, 2009. "Cognition and Renewal: Comparing CEO and Organizational Effects on Incumbent Adaptation to Technical Change," Organization Science, INFORMS, vol. 20(2), pages 461-477, April.
    17. Chen, Yu & Wang, Yuandi & Hu, Die & Zhou, Zhao, 2020. "Government R&D subsidies, information asymmetry, and the role of foreign investors: Evidence from a quasi-natural experiment on the shanghai-hong kong stock connect," Technological Forecasting and Social Change, Elsevier, vol. 158(C).
    18. Boeing, Philipp, 2016. "The allocation and effectiveness of China’s R&D subsidies - Evidence from listed firms," Research Policy, Elsevier, vol. 45(9), pages 1774-1789.
    19. 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.
    20. Isabel Busom & Beatriz Corchuelo & Ester Martínez-Ros, 2017. "Participation inertia in R&D tax incentive and subsidy programs," Small Business Economics, Springer, vol. 48(1), pages 153-177, January.
    21. Margherita Pagani, 2013. "Digital Business Strategy and Value Creation : Framing the Dynamic Cycle of Control Points," Post-Print hal-02313107, HAL.
    22. Xu, Zhenning & Frankwick, Gary L. & Ramirez, Edward, 2016. "Effects of big data analytics and traditional marketing analytics on new product success: A knowledge fusion perspective," Journal of Business Research, Elsevier, vol. 69(5), pages 1562-1566.
    23. 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.
    24. Yan, Ziqiao & Li, Yue, 2018. "Signaling through government subsidy: Certification or endorsement," Finance Research Letters, Elsevier, vol. 25(C), pages 90-95.
    25. Edward J. Zajac & Matthew S. Kraatz & Rudi K. F. Bresser, 2000. "Modeling the dynamics of strategic fit: a normative approach to strategic change," Strategic Management Journal, Wiley Blackwell, vol. 21(4), pages 429-453, April.
    26. Chatterjee, Sheshadri & Chaudhuri, Ranjan & Vrontis, Demetris & Thrassou, Alkis, 2022. "SME entrepreneurship and digitalization – the potentialities and moderating role of demographic factors," Technological Forecasting and Social Change, Elsevier, vol. 179(C).
    27. Prajogo, Daniel I., 2016. "The strategic fit between innovation strategies and business environment in delivering business performance," International Journal of Production Economics, Elsevier, vol. 171(P2), pages 241-249.
    28. Ciampi, Francesco & Faraoni, Monica & Ballerini, Jacopo & Meli, Francesco, 2022. "The co-evolutionary relationship between digitalization and organizational agility: Ongoing debates, theoretical developments and future research perspectives," Technological Forecasting and Social Change, Elsevier, vol. 176(C).
    29. Craig Galbraith & Dan Schendel, 1983. "An empirical analysis of strategy types," Strategic Management Journal, Wiley Blackwell, vol. 4(2), pages 153-173, April.
    30. Theresa S. Cho & Donald C. Hambrick, 2006. "Attention as the Mediator Between Top Management Team Characteristics and Strategic Change: The Case of Airline Deregulation," Organization Science, INFORMS, vol. 17(4), pages 453-469, August.
    31. Erik Brynjolfsson & Lorin M. Hitt, 2000. "Beyond Computation: Information Technology, Organizational Transformation and Business Performance," Journal of Economic Perspectives, American Economic Association, vol. 14(4), pages 23-48, Fall.
    32. N. Venkatraman & John E. Prescott, 1990. "Environment‐strategy coalignment: An empirical test of its performance implications," Strategic Management Journal, Wiley Blackwell, vol. 11(1), pages 1-23, January.
    33. Stefaan Decramer & Stijn Vanormelingen, 2016. "The effectiveness of investment subsidies: evidence from a regression discontinuity design," Small Business Economics, Springer, vol. 47(4), pages 1007-1032, December.
    34. Frederik von Briel & Per Davidsson & Jan Recker, 2018. "Digital Technologies as External Enablers of New Venture Creation in the IT Hardware Sector," Entrepreneurship Theory and Practice, , vol. 42(1), pages 47-69, January.
    35. Michael Spence, 1973. "Job Market Signaling," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 87(3), pages 355-374.
    36. 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).
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