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Understanding the dynamic relationship between smart city implementation and urban sustainability

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  • Wang, Mengmeng
  • Zhou, Tao

Abstract

Understanding the dynamic relationship between Smart City Implementation (SCI) and urban sustainability can provide an effective reference for future SCI for urban sustainability. This study explored this relationship using data from 77 smart cities in China from 2012 to 2017. The coupling coordination degree model was used to evaluate coordinated development levels of smartness and sustainability, and the Panel Vector Auto-Regression (PVAR) model was adopted to explore how three dimensions of smartness, Information and Communication Technologies (ICT), human capital, and smart governance, dynamically influence urban sustainability. Further, the 77 smart cities were classified according to SCI status, economic development level, and population density to conduct the PVAR model. Results showed that the two subsystems of urban smartness and sustainability are coordinated, and coordinated degrees exhibited an upward trend. The impacts of ICT, human capital, and smart governance on urban sustainability differed in smart cities with different contexts. ICT and smart governance had a long-term positive impact on urban sustainability, while human capital did not have an overall significantly positive impact. Policy implications are proposed to better implement smart city initiatives for urban sustainability.

Suggested Citation

  • Wang, Mengmeng & Zhou, Tao, 2022. "Understanding the dynamic relationship between smart city implementation and urban sustainability," Technology in Society, Elsevier, vol. 70(C).
    • Handle: RePEc:eee:teinso:v:70:y:2022:i:c:s0160791x22001592
    DOI: 10.1016/j.techsoc.2022.102018
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    as
    1. Richard J. Cebula & Malissa L. Davis & James V. Koch & James William Saunoris, 2020. "The relationship between entrepreneurial activity and domestic gross state in-migration patterns in the U.S," Applied Economics, Taylor & Francis Journals, vol. 52(41), pages 4542-4556, September.
    2. Hasan Fehmi Topal & Dexter V.L. Hunt & Christopher D.F. Rogers, 2020. "Urban Sustainability and Smartness Understanding (USSU)—Identifying Influencing Factors: A Systematic Review," Sustainability, MDPI, vol. 12(11), pages 1-30, June.
    3. Krista Timeus & Jordi Vinaixa & Francesc Pardo-Bosch, 2020. "Creating business models for smart cities: a practical framework," Public Management Review, Taylor & Francis Journals, vol. 22(5), pages 726-745, May.
    4. Wang, Mengmeng & Zhou, Tao & Wang, Di, 2020. "Tracking the evolution processes of smart cities in China by assessing performance and efficiency," Technology in Society, Elsevier, vol. 63(C).
    5. Müge Adalet McGowan & Dan Andrews, 2017. "Labor Market Mismatch and Labor Productivity: Evidence from PIAAC Data☆," Research in Labor Economics, in: Skill Mismatch in Labor Markets, volume 45, pages 199-241, Emerald Group Publishing Limited.
    6. Holtz-Eakin, Douglas & Newey, Whitney & Rosen, Harvey S, 1988. "Estimating Vector Autoregressions with Panel Data," Econometrica, Econometric Society, vol. 56(6), pages 1371-1395, November.
    7. Yigitcanlar, Tan & Kamruzzaman, Md., 2018. "Does smart city policy lead to sustainability of cities?," Land Use Policy, Elsevier, vol. 73(C), pages 49-58.
    8. Braga, Irina F.B. & Ferreira, Fernando A.F. & Ferreira, João J.M. & Correia, Ricardo J.C. & Pereira, Leandro F. & Falcão, Pedro F., 2021. "A DEMATEL analysis of smart city determinants," Technology in Society, Elsevier, vol. 66(C).
    9. Lin Ding & Zhenfeng Shao & Hanchao Zhang & Cong Xu & Dewen Wu, 2016. "A Comprehensive Evaluation of Urban Sustainable Development in China Based on the TOPSIS-Entropy Method," Sustainability, MDPI, vol. 8(8), pages 1-23, August.
    10. Ponce, Pablo & Alvarado, Rafael & Ponce, Katerine & Alvarado, Raquel & Granda, Danny & Yaguana, Karen, 2019. "Green returns of labor income and human capital: Empirical evidence of the environmental behavior of households in developing countries," Ecological Economics, Elsevier, vol. 160(C), pages 105-113.
    11. Michael R. M. Abrigo & Inessa Love, 2016. "Estimation of panel vector autoregression in Stata," Stata Journal, StataCorp LP, vol. 16(3), pages 778-804, September.
    12. Eliska Drapalova & Kai Wegrich, 2020. "Who governs 4.0? Varieties of smart cities," Public Management Review, Taylor & Francis Journals, vol. 22(5), pages 668-686, May.
    13. Tu, Zhengge & Hu, Tianyang & Shen, Renjun, 2019. "Evaluating public participation impact on environmental protection and ecological efficiency in China: Evidence from PITI disclosure," China Economic Review, Elsevier, vol. 55(C), pages 111-123.
    14. Qing Yang & Yang Ding & Bauke De Vries & Qi Han & Huimin Ma, 2014. "Assessing Regional Sustainability Using a Model of Coordinated Development Index: A Case Study of Mainland China," Sustainability, MDPI, vol. 6(12), pages 1-23, December.
    15. Hongbo Shi & Sang-Bing Tsai & Xiaowei Lin & Tianyi Zhang, 2017. "How to Evaluate Smart Cities’ Construction? A Comparison of Chinese Smart City Evaluation Methods Based on PSF," Sustainability, MDPI, vol. 10(1), pages 1-16, December.
    16. Chenyu Lu & Jiaqi Yang & Hengji Li & Shulei Jin & Min Pang & Chengpeng Lu, 2019. "Research on the Spatial–Temporal Synthetic Measurement of the Coordinated Development of Population-Economy-Society-Resource-Environment (PESRE) Systems in China Based on Geographic Information System," Sustainability, MDPI, vol. 11(10), pages 1-18, May.
    17. Michael R.M. Abrigo & Inessa Love, 2016. "Estimation of Panel Vector Autoregression in Stata: a Package of Programs," Working Papers 201602, University of Hawaii at Manoa, Department of Economics.
    18. Robert G. Hollands, 2008. "Will the real smart city please stand up?," City, Taylor & Francis Journals, vol. 12(3), pages 303-320, December.
    19. Wu, Haitao & Hao, Yu & Weng, Jia-Hsi, 2019. "How does energy consumption affect China's urbanization? New evidence from dynamic threshold panel models," Energy Policy, Elsevier, vol. 127(C), pages 24-38.
    20. Wang, Di & Zhou, Tao & Wang, Mengmeng, 2021. "Information and communication technology (ICT), digital divide and urbanization: Evidence from Chinese cities," Technology in Society, Elsevier, vol. 64(C).
    21. Guijun Li & Yongsheng Wang & Jie Luo & Yulong Li, 2018. "Evaluation on Construction Level of Smart City: An Empirical Study from Twenty Chinese Cities," Sustainability, MDPI, vol. 10(9), pages 1-18, September.
    22. Sun, Yu & Cui, Yin, 2018. "Evaluating the coordinated development of economic, social and environmental benefits of urban public transportation infrastructure: Case study of four Chinese autonomous municipalities," Transport Policy, Elsevier, vol. 66(C), pages 116-126.
    23. Haarstad, Håvard & Wathne, Marikken W., 2019. "Are smart city projects catalyzing urban energy sustainability?," Energy Policy, Elsevier, vol. 129(C), pages 918-925.
    24. Andrews, Donald W. K. & Lu, Biao, 2001. "Consistent model and moment selection procedures for GMM estimation with application to dynamic panel data models," Journal of Econometrics, Elsevier, vol. 101(1), pages 123-164, March.
    25. Li, Zhi & Ouyang, Xiaoling & Du, Kerui & Zhao, Yang, 2017. "Does government transparency contribute to improved eco-efficiency performance? An empirical study of 262 cities in China," Energy Policy, Elsevier, vol. 110(C), pages 79-89.
    26. Temple, Jonathan R. W., 2001. "Generalizations that aren't? Evidence on education and growth," European Economic Review, Elsevier, vol. 45(4-6), pages 905-918, May.
    27. Zsuzsanna Tomor & Albert Meijer & Ank Michels & Stan Geertman, 2019. "Smart Governance For Sustainable Cities: Findings from a Systematic Literature Review," Journal of Urban Technology, Taylor & Francis Journals, vol. 26(4), pages 3-27, October.
    28. Laura Trucco, 2016. "Broken Cities: The Effect of Government Responsiveness on Citizens' Participation," Working Paper 468661, Harvard University OpenScholar.
    29. Xiao, Qiang & He, Ruichun & Yu, Jianning, 2018. "Evaluation of taxi carpooling feasibility in different urban areas through the K-means matter–element analysis method," Technology in Society, Elsevier, vol. 53(C), pages 135-143.
    30. John V. Winters, 2011. "Why Are Smart Cities Growing? Who Moves And Who Stays," Journal of Regional Science, Wiley Blackwell, vol. 51(2), pages 253-270, May.
    31. 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.
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