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Unlocking Informatization's Potential: The Impact of Smart City Initiatives on Inclusive Green Growth

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  • Shuangshuang Fan
  • Tomas Balezentis
  • William Mbanyele
  • Dalia Streimikiene

Abstract

Sustainable cities are essential drivers of global social progress, but the effectiveness of smart city (SC) initiatives in fostering inclusive green growth (IGG) remains uncertain. This study assesses the impact of SC initiatives on IGG using data from 281 Chinese prefecture‐level cities from 2007 to 2020. We explore both the theoretical and empirical dimensions, focusing on the mechanisms through which SC pilot policies influence IGG. By treating the varied implementation of SC pilots as exogenous shocks and using a difference‐in‐difference (DID) framework combined with machine learning algorithms, we find a significant increase in IGG in cities that adopted SC pilots compared with those that did not. Our results highlight the critical role of SC initiatives in advancing IGG, which remains robust after rigorous robustness checks. The positive effects are primarily driven by three key pathways: enhancing financial inclusion, promoting industrial upgrading, and stimulating innovation. Notably, the impact is more pronounced in economically developed regions, particularly in the eastern part of China and in larger cities. However, the contribution of SC initiatives to IGG is less significant in smaller cities and in areas with weaker economic dynamism, particularly in the central and western regions. This study underscores the importance of SC initiatives in promoting IGG and offers new insights into the relationship between informatization and sustainable development.

Suggested Citation

  • Shuangshuang Fan & Tomas Balezentis & William Mbanyele & Dalia Streimikiene, 2025. "Unlocking Informatization's Potential: The Impact of Smart City Initiatives on Inclusive Green Growth," Sustainable Development, John Wiley & Sons, Ltd., vol. 33(4), pages 6050-6070, August.
    • Handle: RePEc:wly:sustdv:v:33:y:2025:i:4:p:6050-6070
    DOI: 10.1002/sd.3456
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    1. Isaac K. Ofori & Francesco Figari & Nathanael Ojong, 2023. "Towards sustainability: The relationship between foreign direct investment, economic freedom and inclusive green growth," Working Papers of the African Governance and Development Institute. 23/023, African Governance and Development Institute..
    2. Abdulkabir Opeyemi Bello & Taofeek Tunde Okanlawon & Ibrahim Yahaya Wuni & Suhaib Arogundade & Luqman Oyekunle Oyewobi, 2024. "Exploring the nexus between the barriers and drivers for sustainable smart cities in developing countries: The case of Nigeria," Sustainable Development, John Wiley & Sons, Ltd., vol. 32(4), pages 4097-4113, August.
    3. 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).
    4. Robert M. Solow, 1956. "A Contribution to the Theory of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 70(1), pages 65-94.
    5. Grigorios L. Kyriakopoulos, 2022. "Energy Communities Overview: Managerial Policies, Economic Aspects, Technologies, and Models," JRFM, MDPI, vol. 15(11), pages 1-45, November.
    6. Ma, Dan & Zhu, Qing, 2022. "Innovation in emerging economies: Research on the digital economy driving high-quality green development," Journal of Business Research, Elsevier, vol. 145(C), pages 801-813.
    7. Ofori, Isaac K. & Figari, Francesco & Ojong, Nathanael, 2023. "Towards sustainability: The relationship between foreign direct investment, economic freedom and inclusive green growth," MPRA Paper 116956, University Library of Munich, Germany.
    8. Clement, Jessica & Ruysschaert, Benoit & Crutzen, Nathalie, 2023. "Smart city strategies – A driver for the localization of the sustainable development goals?," Ecological Economics, Elsevier, vol. 213(C).
    9. Grigorios L. Kyriakopoulos, 2021. "Environmental Legislation in European and International Contexts: Legal Practices and Social Planning toward the Circular Economy," Laws, MDPI, vol. 10(1), pages 1-15, January.
    10. Ofori, Isaac K. & Asongu, Simplice, 2021. "ICT Diffusion, Foreign Direct Investment and Inclusive Growth in Sub-Saharan Africa," MPRA Paper 110599, University Library of Munich, Germany.
    11. Waheed, Rida & Sarwar, Suleman & Alsaggaf, Majid Ibrahim, 2023. "Relevance of energy, green and blue factors to achieve sustainable economic growth: Empirical study of Saudi Arabia," Technological Forecasting and Social Change, Elsevier, vol. 187(C).
    12. 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.
    13. Lee, Chien-Chiang & Lou, Runchi & Wang, Fuhao, 2023. "Digital financial inclusion and poverty alleviation: Evidence from the sustainable development of China," Economic Analysis and Policy, Elsevier, vol. 77(C), pages 418-434.
    14. Yu, Yantuan & Zhang, Ning & Kim, Jong Dae, 2020. "Impact of urbanization on energy demand: An empirical study of the Yangtze River Economic Belt in China," Energy Policy, Elsevier, vol. 139(C).
    15. Louçã, Francisco, 2014. "The elusive concept of innovation for Schumpeter, Marschak and the early econometricians," Research Policy, Elsevier, vol. 43(8), pages 1442-1449.
    16. Adeeb A. Kutty & Galal M. Abdella & Murat Kucukvar & Nuri C. Onat & Melih Bulu, 2020. "A system thinking approach for harmonizing smart and sustainable city initiatives with United Nations sustainable development goals," Sustainable Development, John Wiley & Sons, Ltd., vol. 28(5), pages 1347-1365, September.
    17. Carmen Antuña-Rozado & Justo García-Navarro & Pekka Huovila, 2019. "Challenges in Adapting Sustainable City Solutions from Finland to Different Contexts Worldwide: A Libyan Case Study," Energies, MDPI, vol. 12(10), pages 1-20, May.
    18. Filiou, Despoina & Kesidou, Effie & Wu, Lichao, 2023. "Are smart cities green? The role of environmental and digital policies for Eco-innovation in China," World Development, Elsevier, vol. 165(C).
    19. Secinaro, Silvana & Brescia, Valerio & Lanzalonga, Federico & Santoro, Gabriele, 2022. "Smart city reporting: A bibliometric and structured literature review analysis to identify technological opportunities and challenges for sustainable development," Journal of Business Research, Elsevier, vol. 149(C), pages 296-313.
    20. Ismagilova, Elvira & Hughes, Laurie & Dwivedi, Yogesh K. & Raman, K. Ravi, 2019. "Smart cities: Advances in research—An information systems perspective," International Journal of Information Management, Elsevier, vol. 47(C), pages 88-100.
    21. Isaac K. Ofori & Francesco Figari & Nathanael Ojong, 2023. "Towards sustainability: The relationship between foreign direct investment, economic freedom and inclusive green growth," Working Papers 23/023, European Xtramile Centre of African Studies (EXCAS).
    22. Sun, Yanan & You, Xiaotong, 2023. "Do digital inclusive finance, innovation, and entrepreneurship activities stimulate vitality of the urban economy? Empirical evidence from the Yangtze River Delta, China," Technology in Society, Elsevier, vol. 72(C).
    23. Amponsah, Mary & Agbola, Frank W. & Mahmood, Amir, 2021. "The impact of informality on inclusive growth in Sub-Saharan Africa: Does financial inclusion matter?," Journal of Policy Modeling, Elsevier, vol. 43(6), pages 1259-1286.
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