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Nonlinear Impact of Circulation-Industry Intelligentization on the Urban–Rural Income Gap: Evidence from China

Author

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  • Haoyun Meng

    (School of Economics and Finance, Xi′an Jiaotong University, Xi′an 710061, China)

  • Peidong Deng

    (School of Economics and Finance, Xi′an Jiaotong University, Xi′an 710061, China)

  • Jinbo Zhang

    (College of Environmental Science and Engineering, Peking University, Beijing 100871, China)

Abstract

Integrating informatization into the circulation industry has led to the concept of circulation-industry intelligence. By reducing transportation costs and increasing total factor productivity, the incomes of rural-area residents can be improved; a new pattern of regional economy can be established; urban, rural, social, and economic development can become more coordinated; and social sustainable development can be promoted. In this study, we used China’s provincial panel data corresponding to the 2007–2019 period to measure the intelligence index of the circulation industry in each region and determine the factors that affect the urban–rural income gap; thereafter, we conducted comparative analyses. Further, a fixed-effects model was established based on the theory of agglomeration and diffusion effects to analyze the relationship between these two variables. Our analysis identified innovation investment as a significant intermediary mechanism. The robustness of this finding was verified by substituting variables and controlling for endogeneity. Thus, the effect was shown to be regionally heterogeneous. This study innovatively integrated informatization into the circulation industry, and the results obtained provide a reference for formulating transportation infrastructure as well as informatization strategies for promoting urban–rural coordination and sustainable development globally.

Suggested Citation

  • Haoyun Meng & Peidong Deng & Jinbo Zhang, 2022. "Nonlinear Impact of Circulation-Industry Intelligentization on the Urban–Rural Income Gap: Evidence from China," Sustainability, MDPI, vol. 14(15), pages 1-26, August.
  • Handle: RePEc:gam:jsusta:v:14:y:2022:i:15:p:9405-:d:877605
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    as
    1. Josep-Maria Arauzo-Carod & Elisabet Viladecans-Marsal, 2009. "Industrial Location at the Intra-Metropolitan Level: The Role of Agglomeration Economies," Regional Studies, Taylor & Francis Journals, vol. 43(4), pages 545-558.
    2. Jun Zhao & Xiucheng Dong & Kangyin Dong, 2021. "Can agglomeration of producer services reduce urban–rural income inequality? The case of China," Australian Economic Papers, Wiley Blackwell, vol. 60(4), pages 736-762, December.
    3. Wang, Shuhong & Wang, Xiaoqing & Lu, Binbin, 2022. "Is resource abundance a curse for green economic growth? Evidence from developing countries," Resources Policy, Elsevier, vol. 75(C).
    4. Enrico Spolaore & Romain Wacziarg, 2009. "The Diffusion of Development," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(2), pages 469-529.
    5. Bauer, Johannes M., 2018. "The Internet and income inequality: Socio-economic challenges in a hyperconnected society," Telecommunications Policy, Elsevier, vol. 42(4), pages 333-343.
    6. Yaoguang Zhong & Fangfang Guo & Zhiqiang Wang & Huajun Tang, 2019. "Coordination Analysis of Revenue Sharing in E-Commerce Logistics Service Supply Chain With Cooperative Distribution," SAGE Open, , vol. 9(3), pages 21582440198, August.
    7. Mukhlis & Bernadette Robiani & Taufiq Marwa & Rosmiyati Chodijah, 2017. "Agglomeration of Manufacturing Industrial, Economic Growth, And Interregional Inequality in South Sumatra, Indonesia," International Journal of Economics and Financial Issues, Econjournals, vol. 7(4), pages 214-224.
    8. Anthony Siaw & Yuansheng Jiang & Martinson Ankrah Twumasi & Wonder Agbenyo, 2020. "The Impact of Internet Use on Income: The Case of Rural Ghana," Sustainability, MDPI, vol. 12(8), pages 1-16, April.
    9. Ko, Kwan Wai, 2007. "Internet externalities and location of foreign direct investment: A comparison between developed and developing countries," Information Economics and Policy, Elsevier, vol. 19(1), pages 1-23, March.
    10. C. Cindy Fan & Allen J. Scott, 2003. "Industrial Agglomeration and Development: A Survey of Spatial Economic Issues in East Asia and a Statistical Analysis of Chinese Regions," Economic Geography, Taylor & Francis Journals, vol. 79(3), pages 295-319, July.
    11. Yena Song & Keumsook Lee & William Anderson & T. Lakshmanan, 2012. "Industrial agglomeration and transport accessibility in metropolitan Seoul," Journal of Geographical Systems, Springer, vol. 14(3), pages 299-318, July.
    12. Shahriar Kibriya & David Bessler & Edwin Price, 2019. "Linkages between poverty and income inequality of urban–rural sector: a time series analysis of India’s urban-based aspirations from 1951 to 1994," Applied Economics Letters, Taylor & Francis Journals, vol. 26(6), pages 446-453, March.
    13. Herbert Dawid & Simon Gemkow & Philipp Harting & Michael Neugart, 2013. "Labor Market Integration Policies and The Convergence of Regions: The Role of Skills and Technology Diffusion," Economic Complexity and Evolution, in: Guido Buenstorf & Uwe Cantner & Horst Hanusch & Michael Hutter & Hans-Walter Lorenz & Fritz Rahmeyer (ed.), The Two Sides of Innovation, edition 127, pages 167-186, Springer.
    14. Wang, Shu-Hong & Song, Ma-Lin, 2014. "Review of hidden carbon emissions, trade, and labor income share in China, 2001–2011," Energy Policy, Elsevier, vol. 74(C), pages 395-405.
    15. Picard, Pierre M. & Zeng, Dao-Zhi, 2005. "Agricultural sector and industrial agglomeration," Journal of Development Economics, Elsevier, vol. 77(1), pages 75-106, June.
    16. Hu, Dapeng, 2002. "Trade, rural-urban migration, and regional income disparity in developing countries: a spatial general equilibrium model inspired by the case of China," Regional Science and Urban Economics, Elsevier, vol. 32(3), pages 311-338, May.
    17. Laura Alfaro & Maggie Xiaoyang Chen, 2018. "Transportation cost and the geography of foreign investment," Chapters, in: Bruce A. Blonigen & Wesley W. Wilson (ed.), Handbook of International Trade and Transportation, chapter 12, pages 369-406, Edward Elgar Publishing.
    18. Canfei He, 2002. "Information costs, agglomeration economies and the location of foreign direct investment in China1," Regional Studies, Taylor & Francis Journals, vol. 36(9), pages 1029-1036.
    19. Jin, Mengjie & Shi, Wenming & Liu, Yu & Xu, Xiaoling & Li, Kevin X., 2022. "Heterogeneous impact of high speed railway on income distribution: A case study in China," Socio-Economic Planning Sciences, Elsevier, vol. 79(C).
    20. Ge, Ying, 2009. "Globalization and Industry Agglomeration in China," World Development, Elsevier, vol. 37(3), pages 550-559, March.
    21. Ning, Lutao & Wang, Fan & Li, Jian, 2016. "Urban innovation, regional externalities of foreign direct investment and industrial agglomeration: Evidence from Chinese cities," Research Policy, Elsevier, vol. 45(4), pages 830-843.
    22. Molero-Simarro, Ricardo, 2017. "Inequality in China revisited. The effect of functional distribution of income on urban top incomes, the urban-rural gap and the Gini index, 1978–2015," China Economic Review, Elsevier, vol. 42(C), pages 101-117.
    23. Lei-Ju Qiu & Shun-Bin Zhong & Bao-Wen Sun & Yu Song & Xiao-Hua Chen, 2021. "Is internet penetration narrowing the rural–urban income inequality? A cross-regional study of China," Quality & Quantity: International Journal of Methodology, Springer, vol. 55(5), pages 1795-1814, October.
    24. Yu, Wenjing & Yao, Yansang, 2019. "The Route of Development in intra-regional Income Equality via High-Speed Rail: Evidence from China," 2019 Annual Meeting, July 21-23, Atlanta, Georgia 291299, Agricultural and Applied Economics Association.
    25. Mori, Tomoya & Nishikimi, Koji, 2002. "Economies of transport density and industrial agglomeration," Regional Science and Urban Economics, Elsevier, vol. 32(2), pages 167-200, March.
    26. Canfei He & Yehua Dennis Wei & Xiuzhen Xie, 2008. "Globalization, Institutional Change, and Industrial Location: Economic Transition and Industrial Concentration in China," Regional Studies, Taylor & Francis Journals, vol. 42(7), pages 923-945.
    27. Ari Hyytinen & Otto Toivanen, 2011. "Income Inequality and Technology Diffusion: Evidence from Developing Countries," Scandinavian Journal of Economics, Wiley Blackwell, vol. 113, pages 364-387, June.
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