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The Role of Policy Perceptions and Entrepreneurs’ Preferences in Firms’ Response to Industry 4.0: The Case of Chinese Firms

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  • Chenguang Li

    (School of Economics and Management, North China University of Technology, Beijing 100144, China)

  • Zhenjun Qiu

    (School of Economics and Management, North China University of Technology, Beijing 100144, China)

  • Tao Fu

    (School of Economics and Management, Beijing University of Technology, Beijing 100122, China)

Abstract

Favorable policy implementation results are due not only to policy makers’ abilities but also to the behavior of those responding to the policies. For example, a CEO’s understanding of a government policy’s content and his or her willingness to respond to it, based on the expectation of profits, plays a vital role. To understand the relationship between how policies are perceived and how enterprises behave in response to innovation policies in the era of the 4th Industrial Revolution (Industry 4.0), in this study, we use structural equation modeling to investigate the roles of various factors and examine the response mechanisms in enterprises through which entrepreneurs react to Industry 4.0 innovation policies. The hypothesized model is validated empirically using a sample collected from 337 domestic Chinese high-tech firms. The modeling results indicate that positive perceptions of policies have a positive effect on entrepreneurs’ preferences which, in turn, motivate positive behavior toward innovation. Moreover, testing the model showed partial and complete mediation effects, indicating that the perceived practicability of a policy is a factor with a strong impact on response behavior that sometimes exerts its influence by altering the mediator of entrepreneurs’ responsive preferences. The empirical results and management implications of this study can serve as a reference for the effective implementation of and response to government development plans.

Suggested Citation

  • Chenguang Li & Zhenjun Qiu & Tao Fu, 2021. "The Role of Policy Perceptions and Entrepreneurs’ Preferences in Firms’ Response to Industry 4.0: The Case of Chinese Firms," Sustainability, MDPI, vol. 13(20), pages 1-19, October.
    • Handle: RePEc:gam:jsusta:v:13:y:2021:i:20:p:11352-:d:656059
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    as
    1. Pandza, Krsto & Ellwood, Paul, 2013. "Strategic and ethical foundations for responsible innovation," Research Policy, Elsevier, vol. 42(5), pages 1112-1125.
    2. Coad, Alex & Segarra, Agustí & Teruel, Mercedes, 2016. "Innovation and firm growth: Does firm age play a role?," Research Policy, Elsevier, vol. 45(2), pages 387-400.
    3. Jinhyo Joseph Yun & MinHwa Lee & KyungBae Park & Xiaofei Zhao, 2019. "Open Innovation and Serial Entrepreneurs," Sustainability, MDPI, vol. 11(18), pages 1-31, September.
    4. Magro, Edurne & Wilson, James R., 2013. "Complex innovation policy systems: Towards an evaluation mix," Research Policy, Elsevier, vol. 42(9), pages 1647-1656.
    5. Kern, Florian & Rogge, Karoline S. & Howlett, Michael, 2019. "Policy mixes for sustainability transitions: New approaches and insights through bridging innovation and policy studies," Research Policy, Elsevier, vol. 48(10).
    6. Wang, Fang & Chen, Kaihua, 2020. "Do product imitation and innovation require different patterns of organizational innovation? Evidence from Chinese firms," Journal of Business Research, Elsevier, vol. 106(C), pages 60-74.
    7. Fan, Joseph P.H. & Wong, T.J. & Zhang, Tianyu, 2007. "Politically connected CEOs, corporate governance, and Post-IPO performance of China's newly partially privatized firms," Journal of Financial Economics, Elsevier, vol. 84(2), pages 330-357, May.
    8. Han, Syungjin, 2019. "CEO political preference and corporate innovation," Finance Research Letters, Elsevier, vol. 28(C), pages 370-375.
    9. Lin MA & Jiayu HU, 2018. "An Analysis of the Eco-Innovation Mechanism and Policies in the Pulp and Paper Industry Based on Coupled Game Theory and System Dynamics," Sustainability, MDPI, vol. 10(10), pages 1-25, September.
    10. Alberto Marzucchi & Davide Antonioli & Sandro Montresor, 2015. "Industry–research co-operation within and across regional boundaries. What does innovation policy add?," Papers in Regional Science, Wiley Blackwell, vol. 94(3), pages 499-524, August.
    11. Leonidou, Erasmia & Christofi, Michael & Vrontis, Demetris & Thrassou, Alkis, 2020. "An integrative framework of stakeholder engagement for innovation management and entrepreneurship development," Journal of Business Research, Elsevier, vol. 119(C), pages 245-258.
    12. Caiyan Jia & Xiaoyun Tang & Zhehan Kan, 2020. "Does the Nation Innovation System in China Support the Sustainability of Small and Medium Enterprises (SMEs) Innovation?," Sustainability, MDPI, vol. 12(6), pages 1-18, March.
    13. Meuleman, Miguel & De Maeseneire, Wouter, 2012. "Do R&D subsidies affect SMEs’ access to external financing?," Research Policy, Elsevier, vol. 41(3), pages 580-591.
    14. McCONNELL, ALLAN, 2010. "Policy Success, Policy Failure and Grey Areas In-Between," Journal of Public Policy, Cambridge University Press, vol. 30(3), pages 345-362, December.
    15. Su, Hsin-Ning & Moaniba, Igam M., 2017. "Does innovation respond to climate change? Empirical evidence from patents and greenhouse gas emissions," Technological Forecasting and Social Change, Elsevier, vol. 122(C), pages 49-62.
    16. Viswanath Venkatesh & Fred D. Davis, 2000. "A Theoretical Extension of the Technology Acceptance Model: Four Longitudinal Field Studies," Management Science, INFORMS, vol. 46(2), pages 186-204, February.
    17. Schot, Johan & Steinmueller, W. Edward, 2018. "Three frames for innovation policy: R&D, systems of innovation and transformative change," Research Policy, Elsevier, vol. 47(9), pages 1554-1567.
    18. Lanahan, Lauren & Feldman, Maryann P., 2015. "Multilevel innovation policy mix: A closer look at state policies that augment the federal SBIR program," Research Policy, Elsevier, vol. 44(7), pages 1387-1402.
    19. Kuan Chung Lin & Joseph Z. Shyu & Kun Ding, 2017. "A Cross-Strait Comparison of Innovation Policy under Industry 4.0 and Sustainability Development Transition," Sustainability, MDPI, vol. 9(5), pages 1-17, May.
    20. Kuhlmann, Stefan, 2001. "Future governance of innovation policy in Europe -- three scenarios," Research Policy, Elsevier, vol. 30(6), pages 953-976, June.
    21. Ki‐Hoon Lee & David M. Herold & Ae‐Li Yu, 2016. "Small and Medium Enterprises and Corporate Social Responsibility Practice: A Swedish Perspective," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 23(2), pages 88-99, March.
    22. Xinwei Ye & Lei Ma & Junwen Feng & Yang Cheng & Zheng Liu, 2018. "Impact of Technology Habitual Domain on Ambidextrous Innovation: Case Study of a Chinese High-Tech Enterprise," Sustainability, MDPI, vol. 10(12), pages 1-21, December.
    23. Costantini, Valeria & Crespi, Francesco & Palma, Alessandro, 2017. "Characterizing the policy mix and its impact on eco-innovation: A patent analysis of energy-efficient technologies," Research Policy, Elsevier, vol. 46(4), pages 799-819.
    24. Dirk Meissner & Sandrine Kergroach, 2021. "Innovation policy mix: mapping and measurement," The Journal of Technology Transfer, Springer, vol. 46(1), pages 197-222, February.
    25. Rahman, Syed Abidur & Taghizadeh, Seyedeh Khadijeh & Ramayah, T. & Alam, Mirza Mohammad Didarul, 2017. "Technology acceptance among micro-entrepreneurs in marginalized social strata: The case of social innovation in Bangladesh," Technological Forecasting and Social Change, Elsevier, vol. 118(C), pages 236-245.
    26. Mariana Mazzucato, 2016. "From market fixing to market-creating: a new framework for innovation policy," Industry and Innovation, Taylor & Francis Journals, vol. 23(2), pages 140-156, February.
    27. Hagedoorn, John, 1996. "Innovation and Entrepreneurship: Schumpeter Revisited," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 5(3), pages 883-896.
    28. Kieron Flanagan & Elvira Uyarra, 2016. "Four dangers in innovation policy studies -- and how to avoid them," Industry and Innovation, Taylor & Francis Journals, vol. 23(2), pages 177-188, February.
    29. Amer Mutrik Sayaf & Mahdi Mohammed Alamri & Mohammed Ayid Alqahtani & Waleed Mugahed Al-Rahmi, 2021. "Information and Communications Technology Used in Higher Education: An Empirical Study on Digital Learning as Sustainability," Sustainability, MDPI, vol. 13(13), pages 1-19, June.
    30. Kleinknecht, Alfred & Verspagen, Bart, 1990. "Demand and innovation: Schmookler re-examined," Research Policy, Elsevier, vol. 19(4), pages 387-394, August.
    31. Ping, Robert Jr., 2004. "On assuring valid measures for theoretical models using survey data," Journal of Business Research, Elsevier, vol. 57(2), pages 125-141, February.
    32. Sunder, Jayanthi & Sunder, Shyam V. & Zhang, Jingjing, 2017. "Pilot CEOs and corporate innovation," Journal of Financial Economics, Elsevier, vol. 123(1), pages 209-224.
    33. Freeman, Chris, 1995. "The 'National System of Innovation' in Historical Perspective," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 19(1), pages 5-24, February.
    34. Dirk Meissner & Sandrine Kergroach, 2021. "Correction to: Innovation policy mix: mapping and measurement," The Journal of Technology Transfer, Springer, vol. 46(5), pages 1705-1705, October.
    35. 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.
    36. Michael L. Polemis & Markos Tselekounis, 2021. "Threshold effects in the regulation-innovation nexus: evidence from the telecommunications industry," Journal of Regulatory Economics, Springer, vol. 60(1), pages 74-93, August.
    37. Cheryl McEwan & Emma Mawdsley & Glenn Banks & Regina Scheyvens, 2017. "Enrolling the Private Sector in Community Development: Magic Bullet or Sleight of Hand?," Development and Change, International Institute of Social Studies, vol. 48(1), pages 28-53, January.
    38. Guan, JianCheng & Yam, Richard C.M., 2015. "Effects of government financial incentives on firms’ innovation performance in China: Evidences from Beijing in the 1990s," Research Policy, Elsevier, vol. 44(1), pages 273-282.
    39. Barbara Aquilani & Michela Piccarozzi & Tindara Abbate & Anna Codini, 2020. "The Role of Open Innovation and Value Co-creation in the Challenging Transition from Industry 4.0 to Society 5.0: Toward a Theoretical Framework," Sustainability, MDPI, vol. 12(21), pages 1-21, October.
    40. Allen, Darcy W.E. & Berg, Chris & Markey-Towler, Brendan & Novak, Mikayla & Potts, Jason, 2020. "Blockchain and the evolution of institutional technologies: Implications for innovation policy," Research Policy, Elsevier, vol. 49(1).
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