IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v14y2022i15p9405-d877605.html
   My bibliography  Save this article

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

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/14/15/9405/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/14/15/9405/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. 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.
    2. 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.
    3. 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.
    4. 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.
    5. 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.
    6. 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.
    7. Ge, Ying, 2009. "Globalization and Industry Agglomeration in China," World Development, Elsevier, vol. 37(3), pages 550-559, March.
    8. 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.
    9. 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.
    10. 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.
    11. 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.
    12. 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.
    13. 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.
    14. 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.
    15. 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.
    16. 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).
    17. 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.
    18. 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.
    19. 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.
    20. Picard, Pierre M. & Zeng, Dao-Zhi, 2005. "Agricultural sector and industrial agglomeration," Journal of Development Economics, Elsevier, vol. 77(1), pages 75-106, June.
    21. 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.
    22. 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.
    23. 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.
    24. 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.
    25. 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).
    26. 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.
    27. Ari Hyytinen & Otto Toivanen, 2011. "Income Inequality and Technology Diffusion: Evidence from Developing Countries," Scandinavian Journal of Economics, Wiley Blackwell, vol. 113(2), pages 364-387, June.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Jiachao Peng & Hanfei Chen & Lei Jia & Shuke Fu & Jiali Tian, 2023. "Impact of Digital Industrialization on the Energy Industry Supply Chain: Evidence from the Natural Gas Industry in China," Energies, MDPI, vol. 16(4), pages 1-32, February.
    2. Liu, Yang & Dong, Xiucheng & Dong, Kangyin, 2023. "Pathway to prosperity? The impact of low-carbon energy transition on China's common prosperity," Energy Economics, Elsevier, vol. 124(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Jiawei Wu & Yehua Dennis Wei & Qizhai Li & Feng Yuan, 2018. "Economic Transition and Changing Location of Manufacturing Industry in China: A Study of the Yangtze River Delta," Sustainability, MDPI, vol. 10(8), pages 1-28, July.
    2. Wang, Jianda & Dong, Xiucheng & Dong, Kangyin, 2022. "How does ICT agglomeration affect carbon emissions? The case of Yangtze River Delta urban agglomeration in China," Energy Economics, Elsevier, vol. 111(C).
    3. Felix Haifeng Liao & Karen Zhihua Xu & Bin Liang, 2013. "Industrial agglomeration of Taiwanese electronics firms in Dongguan, China: home effects and implications for industrial upgrading," Chapters, in: Sören Eriksson (ed.), Clusters and Economic Growth in Asia, chapter 3, pages 40-65, Edward Elgar Publishing.
    4. Lei Zhou & Shan Yang & Shuguang Wang & Liyang Xiong, 2017. "Ownership reform and the changing manufacturing landscape in Chinese cities: The case of Wuxi," PLOS ONE, Public Library of Science, vol. 12(3), pages 1-21, March.
    5. Yong Liu & Cuihong Long, 2021. "Urban and Rural Income Gap: Does Urban Spatial Form Matter in China?," SAGE Open, , vol. 11(1), pages 21582440211, March.
    6. Cassandra C Wang & George C S Lin & Guicai Li, 2010. "Industrial Clustering and Technological Innovation in China: New Evidence from the ICT Industry in Shenzhen," Environment and Planning A, , vol. 42(8), pages 1987-2010, August.
    7. Anping Chen & Nicolaas Groenewold, 2011. "Regional Equality and National Development in China: Is There a Trade‐Off?," Growth and Change, Wiley Blackwell, vol. 42(4), pages 628-669, December.
    8. Schäffler, Johannes & Hecht, Veronika & Moritz, Michael, 2014. "Regional determinants of German FDI in the Czech Republic : evidence from a gravity model approach," IAB-Discussion Paper 201403, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    9. Wang, Cassandra C. & Wu, Aiqi, 2016. "Geographical FDI knowledge spillover and innovation of indigenous firms in China," International Business Review, Elsevier, vol. 25(4), pages 895-906.
    10. Takahashi, Takaaki, 2011. "Directional imbalance in transport prices and economic geography," Journal of Urban Economics, Elsevier, vol. 69(1), pages 92-102, January.
    11. Simon X. B. Zhao & David W. H. Wong & David W. S. Wong & Y. P. Jiang, 2020. "Ever‐transient FDI and ever‐polarizing regional development: Revisiting conventional theories of regional development in the context of China, Southeast and South Asia," Growth and Change, Wiley Blackwell, vol. 51(1), pages 338-361, March.
    12. Kandogan, Yener, 2014. "The effect of foreign trade and investment liberalization on spatial concentration of economic activity," International Business Review, Elsevier, vol. 23(3), pages 648-659.
    13. Honggang Qi & Shenghe Liu & Wei Qi & Zhen Liu, 2019. "Geographical Concentration of Knowledge- and Technology-Intensive Industries and City Innovation in China," Sustainability, MDPI, vol. 11(18), pages 1-20, September.
    14. 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.
    15. Xiaoxiang Zhang & Jing Yao & Katarzyna Sila-Nowicka & Chonghui Song, 2021. "Geographic concentration of industries in Jiangsu, China: a spatial point pattern analysis using micro-geographic data," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 66(2), pages 439-461, April.
    16. Pan, Xin & Ning, Lutao & Shi, Lifang, 2019. "Visualisation and determinations of hub locations: Evidence from China's interregional trade network," Research in Transportation Economics, Elsevier, vol. 75(C), pages 36-44.
    17. Zhengxin Li & Chengjun Liu & Xihui Chen, 2022. "Power of Digital Economy to Drive Urban-Rural Integration: Intrinsic Mechanism and Spatial Effect, from Perspective of Multidimensional Integration," IJERPH, MDPI, vol. 19(23), pages 1-20, November.
    18. Liu, Zheming & Zeng, Saixing & Jin, Zhizhou & Shi, Jonathan Jingsheng, 2022. "Transport infrastructure and industrial agglomeration: Evidence from manufacturing industries in China," Transport Policy, Elsevier, vol. 121(C), pages 100-112.
    19. Canfei He & Fenghua Pan, 2010. "Economic Transition, Dynamic Externalities and City-industry Growth in China," Urban Studies, Urban Studies Journal Limited, vol. 47(1), pages 121-144, January.
    20. Xiaofan Zuo & Zhisheng Hong, 2022. "The Impact of Internet Use on Perception of the Poor–Rich Gap: Empirical Evidence from China," Sustainability, MDPI, vol. 14(6), pages 1-18, March.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:14:y:2022:i:15:p:9405-:d:877605. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.