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Analysis of the Spatial Pattern and Influencing Factors of the Coupled and Coordinated Development of Digital Infrastructure and Public Employment Service Efficiency

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  • Wenlong Li

    (School of Business, Guangxi University, Nanning 530004, China)

  • Jia Li

    (School of Public Policy and Management, Guangxi University, Nanning 530004, China)

Abstract

Although the role of digital infrastructure as an engine for the sustainable development of public services has been widely investigated, systematic and dynamic analysis of the coupling and coordination mechanisms between digital infrastructure and public employment service efficiency is lacking. On the basis of Chinese provincial panel data from 2012 to 2023, the coupling coordination degree model, Dagum’s Gini coefficient, Markov chain, and Tobit model are used to measure the coupling coordination degree of digital infrastructure and public employment service efficiency, analyze its spatial pattern, and explore its influencing factors. The results of this study reveal that (1) The coupled and coordinated development trend of digital infrastructure and public employment service efficiency has improved from “mild imbalance recession” to “near imbalance recession”. (2) The spatial difference in the coupling coordination degree is characterized by slow expansion but overall stabilization, and the spatial transfer state remains relatively stable. (3) Economic development, industrial structure, trade openness, and technological development increase the coupling coordination degree, whereas urbanization, the urban–rural income gap, and government intervention hinder it. This study not only expands the theoretical boundaries of digital governance research and overcomes the theoretical limitations of traditional public employment service research but also has substantial practical importance for promoting social equity, inclusive growth, and economic sustainability.

Suggested Citation

  • Wenlong Li & Jia Li, 2025. "Analysis of the Spatial Pattern and Influencing Factors of the Coupled and Coordinated Development of Digital Infrastructure and Public Employment Service Efficiency," Sustainability, MDPI, vol. 17(20), pages 1-21, October.
  • Handle: RePEc:gam:jsusta:v:17:y:2025:i:20:p:9152-:d:1772281
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    1. Sarah Giest & Annemarie Samuels, 2023. "Administrative burden in digital public service delivery: The social infrastructure of library programs for e‐inclusion," Review of Policy Research, Policy Studies Organization, vol. 40(5), pages 626-645, September.
    2. Lilian Li & Mingwang Cheng & Kaifeng Duan & Wenshun Li & Dandan Zhao, 2025. "Can public employment services improve employment opportunities of rural-to-urban migrant workers in China?," Applied Economics Letters, Taylor & Francis Journals, vol. 32(4), pages 476-480, February.
    3. Gangqiang Yang & Yongyu Xue & Yuxi Ma, 2019. "Social Organization Participation, Government Governance and the Equalization of Basic Public Services: Evidence from China," IJERPH, MDPI, vol. 16(16), pages 1-20, August.
    4. Liu, Yiwei & Liu, Keshan & Zhang, XiangLin & Guo, Qiuyue, 2024. "Does digital infrastructure improve public Health? A quasi-natural experiment based on China's Broadband policy," Social Science & Medicine, Elsevier, vol. 344(C).
    5. Bullini Orlandi, Ludovico & Zardini, Alessandro & Rossignoli, Cecilia, 2021. "Highway to hell: Cultural propensity and digital infrastructure gap as recipe to entrepreneurial death," Journal of Business Research, Elsevier, vol. 123(C), pages 188-195.
    6. Kluve, Jochen, 2006. "The Effectiveness of European Active Labor Market Policy," RWI Discussion Papers 37, RWI - Leibniz-Institut für Wirtschaftsforschung.
    7. Jose F. Baños & Ana Rodriguez-Alvarez & Patricia Suarez-Cano, 2019. "The efficiency of public employment services: a matching frontiers approach," Applied Economic Analysis, Emerald Group Publishing Limited, vol. 27(81), pages 169-183, August.
    8. Kluve, Jochen, 2006. "The Effectiveness of European Active Labor Market Policy," IZA Discussion Papers 2018, Institute of Labor Economics (IZA).
    9. Carolina Pontones-Rosa & Rosario Perez-Morote & Montserrat Nunez-Chicharro & Inmaculada Alonso-Carrillo, 2023. "E-government in Depopulated Rural Areas. An Approach to the Reality of Spanish Municipalities," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 42(4), pages 1-34, August.
    10. Niebel, Thomas, 2018. "ICT and economic growth – Comparing developing, emerging and developed countries," World Development, Elsevier, vol. 104(C), pages 197-211.
    11. Zijun Mao & Xiyue Zhu & Qi Zou & Wen Jin, 2024. "How Can Digital Villages Improve Basic Public Services Delivery in Rural Areas? Evidence from 1840 Counties in China," Agriculture, MDPI, vol. 14(10), pages 1-20, October.
    12. Jonathan Jacob Paul Latupeirissa & Ni Luh Yulyana Dewi & I Kadek Rian Prayana & Melati Budi Srikandi & Sahri Aflah Ramadiansyah & Ida Bagus Gde Agung Yoga Pramana, 2024. "Transforming Public Service Delivery: A Comprehensive Review of Digitization Initiatives," Sustainability, MDPI, vol. 16(7), pages 1-23, March.
    13. Jinqi Su & Ke Su & Shubin Wang, 2022. "Evaluation of digital economy development level based on multi-attribute decision theory," PLOS ONE, Public Library of Science, vol. 17(10), pages 1-39, October.
    14. Bin Xiong & Jia Li, 2025. "The Impact of Public Employment Services Efficiency on the Urban Rural Income Gap and Its Spatial Spillover Effect," Sustainability, MDPI, vol. 17(3), pages 1-21, January.
    15. Nina Czernich & Oliver Falck & Tobias Kretschmer & Ludger Woessmann, 2011. "Broadband Infrastructure and Economic Growth," Economic Journal, Royal Economic Society, vol. 121(552), pages 505-532, May.
    16. Reggi, Luigi & Scicchitano, Sergio, 2014. "Are EU regional digital strategies evidence-based? An analysis of the allocation of 2007–13 Structural Funds," Telecommunications Policy, Elsevier, vol. 38(5), pages 530-538.
    17. Ewa Cichowicz & Ewa Rollnik-Sadowska & Monika Dędys & Maria Ekes, 2021. "The DEA Method and Its Application Possibilities for Measuring Efficiency in the Public Sector—The Case of Local Public Employment Services," Economies, MDPI, vol. 9(2), pages 1-13, May.
    18. Oğuz Başol & Hüseyin Sevgi & Esin Cumhur Yalçın, 2023. "The Effect of Digitalization on Youth Unemployment for EU Countries: Treat or Threat?," Sustainability, MDPI, vol. 15(14), pages 1-15, July.
    19. Luis André Wernecke Fumagalli & Denis Alcides Rezende & Thiago André Guimarães, 2022. "Data Intelligence in Public Transportation: Sustainable and Equitable Solutions to Urban Modals in Strategic Digital City Subproject," Sustainability, MDPI, vol. 14(8), pages 1-16, April.
    20. Wang, Lianghu & Shao, Jun, 2024. "The energy saving effects of digital infrastructure construction: Empirical evidence from Chinese industry," Energy, Elsevier, vol. 294(C).
    21. Vikkram Singh & Joshua Chobotaru, 2022. "Digital Divide: Barriers to Accessing Online Government Services in Canada," Administrative Sciences, MDPI, vol. 12(3), pages 1-12, September.
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