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How Can the Digital Economy and Human Capital Improve City Sustainability

Author

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  • Jiaoning Zhang

    (School of Economics and Management, Xinjiang University, Urumqi 830002, China)

  • Xiaoyu Ma

    (School of Economics and Management, Xinjiang University, Urumqi 830002, China
    Center for Innovation Management Research of Xinjiang, Xinjiang University, Urumqi 830002, China)

  • Jiamin Liu

    (School of Economics and Management, Xinjiang University, Urumqi 830002, China)

Abstract

With the advent of the digital age and urbanization in China, the digital economy (DE) has gradually become a new engine for city sustainability (SUS). DE and SUS rely on human capital (HC) accumulation and development. It is necessary to study the linear and non-linear impact of DE on SUS, and the moderating effect of HC on the relationship between DE and SUS. The data of 278 prefecture-level cities from 2011 to 2019 were collected. The fixed-effect model and panel threshold regression model were adopted. The results show that DE can significantly promote SUS, and there is a single threshold of HC. In areas with a low level of HC, DE significantly inhibits SUS, and in areas with a high level of HC, DE particularly promotes SUS. There is a regional heterogeneity about the role of DE on SUS. The innovation is that DE, HC, and SUS are first brought into the same research framework. Furthermore, the impact of specific stages of HC development on the relationship between DE and SUS was quantitatively investigated.

Suggested Citation

  • Jiaoning Zhang & Xiaoyu Ma & Jiamin Liu, 2022. "How Can the Digital Economy and Human Capital Improve City Sustainability," Sustainability, MDPI, vol. 14(23), pages 1-18, November.
  • Handle: RePEc:gam:jsusta:v:14:y:2022:i:23:p:15617-:d:982671
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    1. Carmen Nadia CIOCOIU, 2011. "Integrating Digital Economy And Green Economy: Opportunities For Sustainable Development," Theoretical and Empirical Researches in Urban Management, Research Centre in Public Administration and Public Services, Bucharest, Romania, vol. 6(1), pages 33-43, February.
    2. Maria J. Pouri & Lorenz M. Hilty, 2018. "Conceptualizing the Digital Sharing Economy in the Context of Sustainability," Sustainability, MDPI, vol. 10(12), pages 1-19, November.
    3. Bruce E. Hansen, 2000. "Sample Splitting and Threshold Estimation," Econometrica, Econometric Society, vol. 68(3), pages 575-604, May.
    4. Petrakis, P. E. & Stamatakis, D., 2002. "Growth and educational levels: a comparative analysis," Economics of Education Review, Elsevier, vol. 21(5), pages 513-521, October.
    5. Sa Xu & Cunyi Yang & Zhehao Huang & Pierre Failler, 2022. "Interaction between Digital Economy and Environmental Pollution: New Evidence from a Spatial Perspective," IJERPH, MDPI, vol. 19(9), pages 1-23, April.
    6. Daron Acemoglu & Pascual Restrepo, 2017. "Secular Stagnation? The Effect of Aging on Economic Growth in the Age of Automation," American Economic Review, American Economic Association, vol. 107(5), pages 174-179, May.
    7. Jérôme Vandenbussche & Philippe Aghion & Costas Meghir, 2006. "Growth, distance to frontier and composition of human capital," Journal of Economic Growth, Springer, vol. 11(2), pages 97-127, June.
    8. Eric LABAYE & Jaana REMES, 2015. "Digital Technologies and the Global Economy's Productivity Imperative," Communications & Strategies, IDATE, Com&Strat dept., vol. 1(100), pages 47-64, 4th quart.
    9. Xiaochen Leng & Guangji Tong, 2022. "The Digital Economy Empowers the Sustainable Development of China’s Agriculture-Related Industries," Sustainability, MDPI, vol. 14(17), pages 1-22, September.
    10. Daron Acemoglu & Pascual Restrepo, 2018. "The Race between Man and Machine: Implications of Technology for Growth, Factor Shares, and Employment," American Economic Review, American Economic Association, vol. 108(6), pages 1488-1542, June.
    11. Marcin Piatkowski, 2003. "The Contribution of ICT Investment to Economic Growth and Labor Productivity in Poland 1995-2000," Development and Comp Systems 0308002, University Library of Munich, Germany.
    12. Engelbrecht, Hans-Jurgen, 1997. "International R&D spillovers, human capital and productivity in OECD economies: An empirical investigation," European Economic Review, Elsevier, vol. 41(8), pages 1479-1488, August.
    13. Trajtenberg, Manuel, 2018. "AI as the next GPT: a Political-Economy Perspective," CEPR Discussion Papers 12721, C.E.P.R. Discussion Papers.
    14. Hansen, Bruce E., 1999. "Threshold effects in non-dynamic panels: Estimation, testing, and inference," Journal of Econometrics, Elsevier, vol. 93(2), pages 345-368, December.
    15. Carl Dahlman & Sam Mealy & Martin Wermelinger, 2016. "Harnessing the digital economy for developing countries," OECD Development Centre Working Papers 334, OECD Publishing.
    16. Mohammed Zakaria & Chadi Aoun & Divakaran Liginlal, 2021. "Objective Sustainability Assessment in the Digital Economy: An Information Entropy Measure of Transparency in Corporate Sustainability Reporting," Sustainability, MDPI, vol. 13(3), pages 1-18, January.
    17. Cortes, Guido Matias & Jaimovich, Nir & Siu, Henry E., 2017. "Disappearing routine jobs: Who, how, and why?," Journal of Monetary Economics, Elsevier, vol. 91(C), pages 69-87.
    18. CHI, Wei, 2008. "The role of human capital in China's economic development: Review and new evidence," China Economic Review, Elsevier, vol. 19(3), pages 421-436, September.
    19. Mikhail Deev & Leyla Gamidullaeva & Alexey Finogeev & Anton Finogeev & Sergey Vasin, 2021. "The Convergence Model of Education for Sustainability in the Transition to Digital Economy," Sustainability, MDPI, vol. 13(20), pages 1-17, October.
    20. Raul Katz & Stephan Vaterlaus & Patrick Zenhäusern & Stephan Suter, 2010. "The impact of broadband on jobs and the German economy," Intereconomics: Review of European Economic Policy, Springer;ZBW - Leibniz Information Centre for Economics;Centre for European Policy Studies (CEPS), vol. 45(1), pages 26-34, January.
    21. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
    22. Asif Khan & Wu Ximei, 2022. "Digital Economy and Environmental Sustainability: Do Information Communication and Technology (ICT) and Economic Complexity Matter?," IJERPH, MDPI, vol. 19(19), pages 1-21, September.
    23. David H. Autor, 2015. "Why Are There Still So Many Jobs? The History and Future of Workplace Automation," Journal of Economic Perspectives, American Economic Association, vol. 29(3), pages 3-30, Summer.
    24. Carlsson, Bo, 2004. "The Digital Economy: what is new and what is not?," Structural Change and Economic Dynamics, Elsevier, vol. 15(3), pages 245-264, September.
    25. Christopher M. Chini & James F. Canning & Kelsey L. Schreiber & Joshua M. Peschel & Ashlynn S. Stillwell, 2017. "The Green Experiment: Cities, Green Stormwater Infrastructure, and Sustainability," Sustainability, MDPI, vol. 9(1), pages 1-21, January.
    26. Gaspare D’Amico & Roberta Arbolino & Lei Shi & Tan Yigitcanlar & Giuseppe Ioppolo, 2021. "Digital Technologies for Urban Metabolism Efficiency: Lessons from Urban Agenda Partnership on Circular Economy," Sustainability, MDPI, vol. 13(11), pages 1-23, May.
    27. Emilia Herman, 2022. "The Interplay between Digital Entrepreneurship and Sustainable Development in the Context of the EU Digital Economy: A Multivariate Analysis," Mathematics, MDPI, vol. 10(10), pages 1-28, May.
    28. Takuya Shimamura & Takeshi Mizunoya, 2020. "Sustainability Prediction Model for Capital City Relocation in Indonesia Based on Inclusive Wealth and System Dynamics," Sustainability, MDPI, vol. 12(10), pages 1-25, May.
    29. Michael W. L. Elsby & Matthew D. Shapiro, 2012. "Why Does Trend Growth Affect Equilibrium Employment? A New Explanation of an Old Puzzle," American Economic Review, American Economic Association, vol. 102(4), pages 1378-1413, June.
    30. Zhiqiang Zhou & Wenyan Liu & Pengfei Cheng & Zhenjin Li, 2022. "The Impact of the Digital Economy on Enterprise Sustainable Development and Its Spatial-Temporal Evolution: An Empirical Analysis Based on Urban Panel Data in China," Sustainability, MDPI, vol. 14(19), pages 1-23, September.
    31. Ashish Dwivedi & Sanjoy Kumar Paul, 2022. "A framework for digital supply chains in the era of circular economy: Implications on environmental sustainability," Business Strategy and the Environment, Wiley Blackwell, vol. 31(4), pages 1249-1274, May.
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