IDEAS home Printed from https://ideas.repec.org/a/gam/jagris/v14y2024i6p884-d1407657.html
   My bibliography  Save this article

Unveiling the Spatio-Temporal Dynamics and Driving Mechanism of Rural Industrial Integration Development: A Case of Chengdu–Chongqing Economic Circle, China

Author

Listed:
  • Yun Shen

    (School of Economics, Sichuan Agricultural University, Chengdu 611130, China)

  • Ghulam Raza Sargani

    (School of Economics and Management, Northwest Agricultural and Forestry University, Yangling 712199, China)

  • Rui Wang

    (School of Economics, Southwestern University of Finance and Economics, Chengdu 611130, China)

  • Yanxi Jing

    (School of Economics, Sichuan Agricultural University, Chengdu 611130, China)

Abstract

China’s urban–rural dichotomy has resulted in a widening gap between urban and rural areas, posing significant challenges to rural development. This study aims to investigate the spatio-temporal differentiation and driving mechanisms of rural industry integration within the Chengdu–Chongqing Economic Circle in China. Using panel data from 2011 to 2020, we employed the entropy weight TOPSIS method to construct a comprehensive index that charts the evolution of rural industry integration across various districts and counties. Additionally, we utilized fixed-effect and spatio-temporally weighted regression models to analyze the underlying driving forces behind this integration. Our findings reveal a dynamic and varied landscape of rural industry integration, with different levels of depth and breadth across various subsystems. Spatially, we observed a transition from a dispersed to a more concentrated agglomeration pattern within the Chengdu–Chongqing Economic Circle. This shift suggests a diffusion effect emanating from core metropolitan areas, as well as an attracting force exerted by adjacent metropolitan circles. In terms of drivers, market demand, openness level, financial development, policy support, and agricultural insurance breadth significantly contribute to rural industry integration. However, technological progress and rural human capital exhibit a weaker correlation. Notably, our models identified pronounced spatial–temporal heterogeneity among these influencing factors, highlighting a nuanced and dynamic relationship between them. Overall, our study emphasizes the crucial role of rural industry integration in bridging the urban–rural divide and fostering sustainable agricultural development and rural revitalization. The insights gained from this research provide valuable guidance for policymakers and stakeholders seeking to optimize rural development strategies and unlock the potential of integrated rural industries.

Suggested Citation

  • Yun Shen & Ghulam Raza Sargani & Rui Wang & Yanxi Jing, 2024. "Unveiling the Spatio-Temporal Dynamics and Driving Mechanism of Rural Industrial Integration Development: A Case of Chengdu–Chongqing Economic Circle, China," Agriculture, MDPI, vol. 14(6), pages 1-26, June.
    • Handle: RePEc:gam:jagris:v:14:y:2024:i:6:p:884-:d:1407657
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2077-0472/14/6/884/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2077-0472/14/6/884/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Odagiri, Hiroyuki & Goto, Akira, 1996. "Technology and Industrial Development in Japan: Building Capabilities by Learning, Innovation and Public Policy," OUP Catalogue, Oxford University Press, number 9780198288022, Decembrie.
    2. Jie Zhou & Haipeng Chen & Qingyun Bai & Linxin Liu & Guohong Li & Qianling Shen, 2023. "Can the Integration of Rural Industries Help Strengthen China’s Agricultural Economic Resilience?," Agriculture, MDPI, vol. 13(9), pages 1-19, September.
    3. Sahal, Devendra, 1985. "Technological guideposts and innovation avenues," Research Policy, Elsevier, vol. 14(2), pages 61-82, April.
    4. Rosenberg, Nathan, 1963. "Technological Change in the Machine Tool Industry, 1840–1910," The Journal of Economic History, Cambridge University Press, vol. 23(4), pages 414-443, December.
    5. Zhentao Li & Hongping Yan & Xiuxin Liu, 2023. "Evaluation of China’s Rural Industrial Integration Development Level, Regional Differences, and Development Direction," Sustainability, MDPI, vol. 15(3), pages 1-17, January.
    6. Heping Ge & Bowen Li & Decai Tang & Hao Xu & Valentina Boamah, 2022. "Research on Digital Inclusive Finance Promoting the Integration of Rural Three-Industry," IJERPH, MDPI, vol. 19(6), pages 1-18, March.
    7. Geyao Yang & Changchun Zhou & Jiekuan Zhang, 2023. "Does industry convergence between agriculture and related sectors alleviate rural poverty: evidence from China," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(11), pages 12887-12914, November.
    8. Guanglu Zeng & Chenggang Zhang & Sanxi Li & Hailin Sun, 2021. "The Dynamic Impact of Agricultural Fiscal Expenditures and Gross Agricultural Output on Poverty Reduction: A VAR Model Analysis," Sustainability, MDPI, vol. 13(11), pages 1-13, May.
    9. Collier, Paul & Dercon, Stefan, 2014. "African Agriculture in 50Years: Smallholders in a Rapidly Changing World?," World Development, Elsevier, vol. 63(C), pages 92-101.
    10. Bao, Haijun & Xu, Yueling & Zhang, Wenyu & Zhang, Shuai, 2020. "Has the monetary resettlement compensation policy hindered the two-way flow of resources between urban and rural areas?," Land Use Policy, Elsevier, vol. 99(C).
    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. Zhenyu Qi & Zixing Wu & Yuezhou You & Xiaoying Zhan, 2024. "Can Rural Industrial Convergence Alleviate Urban–Rural Income Inequality?: Empirical Evidence from China," Land, MDPI, vol. 14(1), pages 1-30, December.
    2. Yun Shen & Yanxi Jing & Yiyue Liu, 2025. "Unveiling the Spatial Coupling Dynamics and Coordination Mechanisms Between Digital Inclusive Finance and Rural Industrial Integration Development," Land, MDPI, vol. 14(3), pages 1-25, February.

    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. Lehrer, Mark & Banerjee, Preeta M. & Wang, I. Kim, 2017. "When the sky is the limit on scale: From temporal to multiplicative scaling in process-based technologies," Technological Forecasting and Social Change, Elsevier, vol. 117(C), pages 151-159.
    2. Simone Vannuccini & Ekaterina Prytkova, 2021. "Artificial Intelligence’s New Clothes? From General Purpose Technology to Large Technical System," SPRU Working Paper Series 2021-02, SPRU - Science Policy Research Unit, University of Sussex Business School.
    3. Karlsson, Charlie & Rouchy, Philippe, 2013. "Media clusters and metropolitan knowledge economy," Working Paper Series in Economics and Institutions of Innovation 328, Royal Institute of Technology, CESIS - Centre of Excellence for Science and Innovation Studies.
    4. Funk, Jeffery, 2009. "Components, systems and discontinuities: The case of magnetic recording and playback equipment," Research Policy, Elsevier, vol. 38(7), pages 1192-1202, September.
    5. Huenteler, Joern & Ossenbrink, Jan & Schmidt, Tobias S. & Hoffmann, Volker H., 2016. "How a product’s design hierarchy shapes the evolution of technological knowledge—Evidence from patent-citation networks in wind power," Research Policy, Elsevier, vol. 45(6), pages 1195-1217.
    6. Fredrick Bagamba & Proscovia R. Ntakyo & Geoffrey Otim & David J. Spielman & Bjorn Van Campenhout, 2023. "Policy and performance in Uganda's seed sector: Opportunities and challenges," Development Policy Review, Overseas Development Institute, vol. 41(3), May.
    7. Tleubayev, Alisher & Bobojonov, Ihtiyor & Gagalyuk, Taras & Glauben, Thomas, 2020. "Board gender diversity and firm performance: Evidence from the Russian agri-food industry," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 23(1), pages 35-53.
    8. Mark Knell & Simone Vannuccini, 2022. "Tools and concepts for understanding disruptive technological change after Schumpeter," Jena Economics Research Papers 2022-005, Friedrich-Schiller-University Jena.
    9. Seongkyoon Jeong & Jong-Chan Kim & Jae Young Choi, 2015. "Technology convergence: What developmental stage are we in?," Scientometrics, Springer;Akadémiai Kiadó, vol. 104(3), pages 841-871, September.
    10. Kruseman, Gideon & Dermawan, Ahmad & Diagne, Mandiaye & Enahoro, Dolapo & Frija, Aymen & Gatto, Marcel & Gbegbelegbe, Sika & Komarek, Adam M. & Mausch, Kai & Mottaleb, Khondoker, 2021. "Foresight for income and employment: What can we learn for agricultural research for development," SocArXiv 783rw_v1, Center for Open Science.
    11. Dejing Kong & Jianzhong Yang & Lingfeng Li, 2020. "Early identification of technological convergence in numerical control machine tool: a deep learning approach," Scientometrics, Springer;Akadémiai Kiadó, vol. 125(3), pages 1983-2009, December.
    12. Decai Tang & Ziqian Zhao & Jiannan Li & Valentina Boamah, 2024. "Research on coupling coordination degree of digital finance and economic resilience in the Yangtze River Economic Belt," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 120(15), pages 14279-14309, December.
    13. Alobo Loison, Sarah & Hillbom, Ellen, 2020. "Regional evidence of smallholder-based growth in Zambia’s livestock sector," World Development Perspectives, Elsevier, vol. 19(C).
    14. Shunji Oniki & Melaku Berhe & Koichi Takenaka, 2020. "Efficiency Impact of the Communal Land Distribution Program in Northern Ethiopia," Sustainability, MDPI, vol. 12(11), pages 1-14, May.
    15. Pistorius, C. W. I. & Utterback, J. M., 1997. "Multi-mode interaction among technologies," Research Policy, Elsevier, vol. 26(1), pages 67-84, March.
    16. Yang, Chia-Hsuan & Nugent, Rebecca & Fuchs, Erica R.H., 2016. "Gains from others’ losses: Technology trajectories and the global division of firms," Research Policy, Elsevier, vol. 45(3), pages 724-745.
    17. Odagiri, Hiroyuki & Nakamura, Yoshiaki & Shibuya, Minoru, 1997. "Research consortia as a vehicle for basic research: The case of a fifth generation computer project in Japan," Research Policy, Elsevier, vol. 26(2), pages 191-207, May.
    18. Giger, Markus & Mutea, Emily & Kiteme, Boniface & Eckert, Sandra & Anseeuw, Ward & Zaehringer, Julie G., 2020. "Large agricultural investments in Kenya’s Nanyuki Area: Inventory and analysis of business models," Land Use Policy, Elsevier, vol. 99(C).
    19. Martinelli, Arianna, 2012. "An emerging paradigm or just another trajectory? Understanding the nature of technological changes using engineering heuristics in the telecommunications switching industry," Research Policy, Elsevier, vol. 41(2), pages 414-429.
    20. Sofia Patsali, 2019. "Opening the black box of university-suppliers' co-invention: some field study evidence," Working Papers of BETA 2019-46, Bureau d'Economie Théorique et Appliquée, UDS, Strasbourg.

    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:jagris:v:14:y:2024:i:6:p:884-:d:1407657. 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.