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The impact of smart cities on entrepreneurial activity: Evidence from a quasi-natural experiment in China

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  • Li, Chengming
  • Zhang, Xinyi
  • Dong, Xiaoqi
  • Yan, Qiangming
  • Zeng, Liangen
  • Wang, Zeyu

Abstract

Over the past decade, Smart Cities initiatives have attracted a great deal of global attention from governments and scholars. However, less attention has been given to the impact of Smart Cities construction on local entrepreneurial activity. This paper assesses the impact of Smart Cities construction on urban entrepreneurial activity using the difference-in-difference (DID) model based on panel data from 265 prefecture-level cities in China from 2002 to 2019. The empirical results show that Smart Cities policies significantly enhance urban entrepreneurial activity. After the parallel trend and placebo test, the estimation results based on the PSM-DID (Propensity Score Matching-Difference in Difference) method are robust and consistent with the baseline regression results. The mechanism analyses indicate that the possible channels for Smart Cities policies to exert a positive impact on urban entrepreneurial activity are improving the city's ability to attract investment and enhancing technological innovation. Furthermore, Smart Cities policies have a more significant incentive effect on entrepreneurial activity in eastern regions, larger-scale cities, and cities with higher levels of service informatization and a larger scale of government financial expenditure. This paper contributes to the policy effects of Smart Cities pilots and the factors influencing entrepreneurial activity. This paper has important implications for enhancing entrepreneurial market dynamics and promoting urban transformation programs in developing countries to empower a sustained wave of urban entrepreneurship.

Suggested Citation

  • Li, Chengming & Zhang, Xinyi & Dong, Xiaoqi & Yan, Qiangming & Zeng, Liangen & Wang, Zeyu, 2023. "The impact of smart cities on entrepreneurial activity: Evidence from a quasi-natural experiment in China," Resources Policy, Elsevier, vol. 81(C).
    • Handle: RePEc:eee:jrpoli:v:81:y:2023:i:c:s0301420723000417
    DOI: 10.1016/j.resourpol.2023.103333
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    as
    1. 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.
    2. Sampsa Samila & Olav Sorenson, 2011. "Venture Capital, Entrepreneurship, and Economic Growth," The Review of Economics and Statistics, MIT Press, vol. 93(1), pages 338-349, February.
    3. Satish Nambisan, 2017. "Digital Entrepreneurship: Toward a Digital Technology Perspective of Entrepreneurship," Entrepreneurship Theory and Practice, , vol. 41(6), pages 1029-1055, November.
    4. Dominic Chalmers & Niall G. MacKenzie & Sara Carter, 2021. "Artificial Intelligence and Entrepreneurship: Implications for Venture Creation in the Fourth Industrial Revolution," Entrepreneurship Theory and Practice, , vol. 45(5), pages 1028-1053, September.
    5. Per Davidsson & Johan Wiklund, 2001. "Levels of Analysis in Entrepreneurship Research: Current Research Practice and Suggestions for the Future," Entrepreneurship Theory and Practice, , vol. 25(4), pages 81-100, July.
    6. Castaño, María Soledad & Méndez, María Teresa & Galindo, Miguel Ángel, 2016. "The effect of public policies on entrepreneurial activity and economic growth," Journal of Business Research, Elsevier, vol. 69(11), pages 5280-5285.
    7. David H. Autor, 2003. "Outsourcing at Will: The Contribution of Unjust Dismissal Doctrine to the Growth of Employment Outsourcing," Journal of Labor Economics, University of Chicago Press, vol. 21(1), pages 1-42, January.
    8. Maurer, Joshua D. & Creek, Steven A. & Bendickson, Joshua S. & McDowell, William C. & Mahto, Raj V., 2022. "The three pillars’ impact on entrepreneurial activity and funding: A country-level examination," Journal of Business Research, Elsevier, vol. 142(C), pages 808-818.
    9. Mark S. Carey & Stephen D. Prowse & John Rea & Gregory F. Udell, 1994. "The economics of the private placement market(summary of staff study 166)," Federal Reserve Bulletin, Board of Governors of the Federal Reserve System (U.S.), issue Jan, pages 5-6.
    10. Gerard George & Ryan K. Merrill & Simon J. D. Schillebeeckx, 2021. "Digital Sustainability and Entrepreneurship: How Digital Innovations Are Helping Tackle Climate Change and Sustainable Development," Entrepreneurship Theory and Practice, , vol. 45(5), pages 999-1027, September.
    11. Johan Hombert & Antoinette Schoar & David Sraer & David Thesmar, 2020. "Can Unemployment Insurance Spur Entrepreneurial Activity? Evidence from France," Journal of Finance, American Finance Association, vol. 75(3), pages 1247-1285, June.
    12. Paul Reynolds & Niels Bosma & Erkko Autio & Steve Hunt & Natalie De Bono & Isabel Servais & Paloma Lopez-Garcia & Nancy Chin, 2005. "Global Entrepreneurship Monitor: Data Collection Design and Implementation 1998–2003," Small Business Economics, Springer, vol. 24(3), pages 205-231, February.
    13. James J. Heckman & Hidehiko Ichimura & Petra E. Todd, 1997. "Matching As An Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(4), pages 605-654.
    14. Aslan, Hadiye & Kumar, Praveen, 2021. "Globalization and entrepreneurial entry and exit: Evidence from U.S. households," Journal of Monetary Economics, Elsevier, vol. 120(C), pages 83-100.
    15. Shaker A. Zahra & Satish Nambisan, 2011. "Entrepreneurship in global innovation ecosystems," AMS Review, Springer;Academy of Marketing Science, vol. 1(1), pages 4-17, March.
    16. Robert N. Eberhart & Charles E. Eesley & Kathleen M. Eisenhardt, 2017. "Failure Is an Option: Institutional Change, Entrepreneurial Risk, and New Firm Growth," Organization Science, INFORMS, vol. 28(1), pages 93-112, February.
    17. Marc Gruber & Ian C. MacMillan & James D. Thompson, 2013. "Escaping the Prior Knowledge Corridor: What Shapes the Number and Variety of Market Opportunities Identified Before Market Entry of Technology Start-ups?," Organization Science, INFORMS, vol. 24(1), pages 280-300, February.
    18. 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.
    19. Caragliu, Andrea & Del Bo, Chiara F., 2019. "Smart innovative cities: The impact of Smart City policies on urban innovation," Technological Forecasting and Social Change, Elsevier, vol. 142(C), pages 373-383.
    20. Khan, Muhammad Zubair & Khan, Zafir Ullah & Hameed, Affan & Zada, Shehnaz Sahib, 2021. "On the upside or flipside: Where is venture capital positioned in the era of digital disruptions?," Technology in Society, Elsevier, vol. 65(C).
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    3. Xiaoli Jiang & Xue Han & Li Xue & Zhuo Yu & Shuo Wei & Hejun Xu, 2023. "How smart city building improved corporate performance: empirical evidence of China’s a-share listed companies," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-8, December.
    4. Jiang, Zhengyu & Zhang, Xinyi & Zhao, Yingzhi & Li, Chengming & Wang, Zeyu, 2023. "The impact of urban digital transformation on resource sustainability: Evidence from a quasi-natural experiment in China," Resources Policy, Elsevier, vol. 85(PA).
    5. Rong Ran & Lei Hua & Tingrou Li & Yejing Chen & Junfu Xiao, 2023. "Why Have China’s Poverty Eradication Policy Resulted in the Decline of Arable Land in Poverty-Stricken Areas?," Land, MDPI, vol. 12(10), pages 1-18, September.
    6. Mengyu Zhang & Xiaoyu Ma & Jiamin Liu, 2024. "Can Infrastructure Upgrading Achieve the Synergistic Effect of Pollution Reduction and Carbon Reduction? Evidence from the High-Speed Rail and “Broadband China” Strategies," Sustainability, MDPI, vol. 16(4), pages 1-22, February.
    7. Xiao Ling & Zhangwei Luo & Yanchao Feng & Xun Liu & Yue Gao, 2023. "How does digital transformation relieve the employment pressure in China? Empirical evidence from the national smart city pilot policy," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-17, December.

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