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Industrial digitalization and urban-rural income gap: An empirical analysis based on data from 30 provinces in China

Author

Listed:
  • Wang, Yi
  • Wang, Xinyao
  • Zhou, Huijie
  • Chen, Xiaohan
  • Mao, Xiaoyan

Abstract

Based on the panel data of 30 provincial regions in China from 2011 to 2022, this paper first constructs an evaluation index system of industrial digitalization by using the entropy method, then systematically analyzes the impact mechanism of industrial digitalization on the urban-rural income gap by applying a multi-dimensional econometric model, and finally deeply explores the influence of industrial digitalization on the urban-rural income gap and its underlying mechanism. The empirical results show that the development of industrial digitalization has significantly narrowed the urban-rural income gap, and its effect presented a regional heterogeneity characteristic of "central province regions> western province regions> eastern province regions." Innovation level, as a key mediating variable, generates a masking effect in the transmission process, and the result shows that industrial digitization has improved innovation level, indirectly widening the urban-rural gap by 3.1%. The moderation effect of industrial agglomeration exhibits dual characteristics, strengthening the direct poverty reduction effect of industrial digitization and weakening the negative impact of innovation level through intermediary pathways. Further analysis reveals the heterogeneity generation mechanism through spatial agglomeration-spillover effects. This research reveals the complex mechanism of urban-rural coordinated development in the era of the digital economy and proposes implementing differentiated regional digital strategies, constructing a three-dimensional policy system for urban-rural coordinated development consisting of infrastructure construction, innovation achievement transformation, and industrial chain collaboration, and promoting common prosperity through optimizing the digital dividend distribution mechanism.

Suggested Citation

  • Wang, Yi & Wang, Xinyao & Zhou, Huijie & Chen, Xiaohan & Mao, Xiaoyan, 2025. "Industrial digitalization and urban-rural income gap: An empirical analysis based on data from 30 provinces in China," Economic Analysis and Policy, Elsevier, vol. 87(C), pages 2023-2042.
    • Handle: RePEc:eee:ecanpo:v:87:y:2025:i:c:p:2023-2042
    DOI: 10.1016/j.eap.2025.08.001
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    1. Netshipale, Avhafunani J. & Oosting, Simon J. & Mashiloane, Majela L. & van Reenen, C.G. & de Boer, Imke J.M. & Raidimi, Edzisani N., 2020. "Agriculture in land reform farms: Impact on livelihoods of beneficiaries in the Waterberg district, South Africa," Land Use Policy, Elsevier, vol. 97(C).
    2. Tünde Zita Kovács & Beáta Bittner & László Huzsvai & András Nábrádi, 2022. "Convergence and the Matthew Effect in the European Union Based on the DESI Index," Mathematics, MDPI, vol. 10(4), pages 1-23, February.
    3. Yang Liu & Yanxiang Xie & Kaiyang Zhong, 2024. "Impact of digital economy on urban sustainable development: Evidence from Chinese cities," Sustainable Development, John Wiley & Sons, Ltd., vol. 32(1), pages 307-324, February.
    4. Xia, Yue & Md Johar, Md Gapar, 2025. "How external factors influence organisational digital innovation: Evidence from China," Technology in Society, Elsevier, vol. 81(C).
    5. Bing He & Guoqi Nan & Da Xu & Jun Sun, 2025. "Bridging or widening? The impact of the Broadband China policy on urban-rural income inequality," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 12(1), pages 1-11, December.
    6. Jifeng Zhang & Zirui Yang & Bing He, 2023. "Does Digital Infrastructure Improve Urban Economic Resilience? Evidence from the Yangtze River Economic Belt in China," Sustainability, MDPI, vol. 15(19), pages 1-21, September.
    7. Dapeng Sun & Bintong Yu & Jun Ma, 2023. "Research on the Impact of Digital Empowerment on China’s Human Capital Accumulation and Human Capital Gap between Urban and Rural Areas," Sustainability, MDPI, vol. 15(6), pages 1-21, March.
    8. Zeyun Yang & Senyao Sang & Yaru Zhu, 2024. "Analysis of coupled coordination and spatial interaction effects between digital and tourism economy in the Yangtze River Delta region," PLOS ONE, Public Library of Science, vol. 19(8), pages 1-26, August.
    9. Zhao, Xiaoyang & Weng, Zongyuan, 2024. "Digital dividend or divide: The digital economy and urban entrepreneurial activity," Socio-Economic Planning Sciences, Elsevier, vol. 93(C).
    10. Payal Dey & M. P. Gupta & Sushil & Ignacio J. Perez‐Arriaga, 2025. "Rural electrification in India: A wicked problem," Systems Research and Behavioral Science, Wiley Blackwell, vol. 42(3), pages 875-894, May.
    11. Roosemarina Anggraini Rambe & Purmini Purmini & Lizar Alfansi & Armelly Armelly & Yusnida Yusnida, 2023. "Examining the roles of labor factors, investment, and industrialization in poverty alleviation: Empirical evidence from Sumatra, Indonesia," Poverty & Public Policy, John Wiley & Sons, vol. 15(4), pages 431-446, December.
    12. Shiqin Yang & Zisheng Yang & Renyi Yang & Xueli Cai, 2023. "Analysis of the Spatio-Temporal Evolution, Influencing Factors, and Spillover Effects of the Urban–Rural Income Gap in Chongqing Municipality, China," Agriculture, MDPI, vol. 13(4), pages 1-23, April.
    13. Wenqi Li & Jingjing Fan & Jiawei Zhao, 2024. "A Study on the Impact of Digital Inclusive Financial Development on the Welfare Differences Between Urban and Rural Residents," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(2), pages 9001-9028, June.
    14. Haifeng Yao & Jiangyue Fu, 2021. "Analysis of Smooth Implementation of Industry Poverty Alleviation considering Government Supervision," Mathematical Problems in Engineering, Hindawi, vol. 2021, pages 1-13, June.
    15. Xiangjun Peng & Shengying Yan & Xizhi Yan, 2024. "Studying whether the digital economy effectively promotes China’s common prosperity based on the spatial Durbin model," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 11(1), pages 1-14, December.
    16. Vicol, Mark & Neilson, Jeffrey & Hartatri, Diany Faila Sophia & Cooper, Peter, 2018. "Upgrading for whom? Relationship coffee, value chain interventions and rural development in Indonesia," World Development, Elsevier, vol. 110(C), pages 26-37.
    17. Laura Vang Rasmussen & Brendan Coolsaet & Adrian Martin & Ole Mertz & Unai Pascual & Esteve Corbera & Neil Dawson & Janet A. Fisher & Phil Franks & Casey M. Ryan, 2018. "Social-ecological outcomes of agricultural intensification," Nature Sustainability, Nature, vol. 1(6), pages 275-282, June.
    18. Jing Ruan & Lu Zou & Ruiqi Liu & Hongyun Pan, 2024. "The Impact of Digital Economy Development on Regional Income Gaps: A Perspective on Multidimensional Inequality Decomposition and Threshold Effects," Mathematics, MDPI, vol. 12(24), pages 1-27, December.
    19. Zhihui Dai & Yue Niu & Hongru Zhang & Xiaodi Niu, 2022. "Impact of the Transforming and Upgrading of China’s Labor-Intensive Manufacturing Industry on the Labor Market," Sustainability, MDPI, vol. 14(21), pages 1-25, October.
    20. Wang, Chengwei & Miao, Wang & Lu, Miaomiao, 2022. "Evolution of the Chinese industrial structure: A social network perspective," Technological Forecasting and Social Change, Elsevier, vol. 184(C).
    21. Laura Vang Rasmussen & Brendan Coolsaet & Adrian Martin & Ole Mertz & Unai Pascual & Esteve Corbera & Neil Dawson & Janet A. Fisher & Phil Franks & Casey M. Ryan, 2018. "Publisher Correction: Social-ecological outcomes of agricultural intensification," Nature Sustainability, Nature, vol. 1(7), pages 376-376, July.
    22. Xu, Ru-Yu & Wang, Ke-Liang & Miao, Zhuang, 2024. "Exploring the impact of digital industry agglomeration on provincial energy efficiency in China: A panel data analysis from 2012 to 2020," Energy, Elsevier, vol. 313(C).
    23. Rui Li & Jing Rao & Liangyong Wan, 2022. "The digital economy, enterprise digital transformation, and enterprise innovation," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 43(7), pages 2875-2886, October.
    24. Salman, Muhammad & Wang, Guimei, 2024. "Rural energy poverty alleviation in OECD nations: An integrated analysis of renewable energy, green taxation, and the United Nations agenda 2030," Renewable Energy, Elsevier, vol. 237(PD).
    25. Changcun Wen & Yiping Xiao & Bao Hu, 2024. "Digital financial inclusion, industrial structure and urban–Rural income disparity: Evidence from Zhejiang Province, China," PLOS ONE, Public Library of Science, vol. 19(6), pages 1-24, June.
    26. Lidan Lyu & Yu Chen, 2019. "Parental migration and young migrants’ wages in urban China: An exploratory analysis," Urban Studies, Urban Studies Journal Limited, vol. 56(10), pages 1968-1987, August.
    27. Anh Thu Quang Pham & Pundarik Mukhopadhaya, 2022. "Multidimensionl Poverty and The Role of Social Capital in Poverty Alleviation Among Ethnic Groups in Rural Vietnam: A Multilevel Analysis," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 159(1), pages 281-317, January.
    28. Peng, Zhuangzhuang & Dan, Ting, 2023. "Digital dividend or digital divide? Digital economy and urban-rural income inequality in China," Telecommunications Policy, Elsevier, vol. 47(9).
    29. Chen, Rui & Wang, Yufeng & Wang, Qi & Zhang, Lingling & Xiong, Ruoxi, 2025. "Unleashing the digital dividend: Exploring how the digital economy promotes the construction of new urbanization in China’s 284 prefecture-level cities?," Economic Analysis and Policy, Elsevier, vol. 85(C), pages 818-834.
    30. Yang Lu & JunJie Hu, 2024. "Spatial Impact of Digital Economy on the Upgrading of Industrial Structure: Evidence From Chinese Cities," SAGE Open, , vol. 14(1), pages 21582440241, February.
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