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Industrial policies and development of grain clusters: Evidence from China's policy in major grain-producing areas

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  • Zhang, Yinze
  • Ruan, Jianqing
  • Zhang, Yuwei

Abstract

Grain shortage remains a prominent concern in many developing countries. While clusters are recognized as effective forms of industrial organization, there is limited empirical studies regarding on which industrial policies effectively promote the development of grain clusters. This study addresses this gap by using a comprehensive dataset CCAD, which covers nearly all agro-related enterprises registered in China, through which we identified the enterprises in each link of the grain industry chain and provided a detailed account of the evolution of grain clusters. Employing a difference-in-differences strategy, we empirically evaluated the impact of China's policy in major grain-producing areas (MGPA) on grain clusters. Our findings indicate a significant contribution of the policy in MGPA to the development of grain clusters, and its impact varies across different links in the grain industry chain. Subsequent analyses reveal that the impact is driven by several mechanisms, including government fiscal support, grain subsidies, profit expectation and the the number and scale of entered grain enterprises. This study also finds that in areas where cooperatives and family farms are fully developed, policy effects are more pronounced. These findings highlight the crucial impact of industrial policies on shaping grain cluster development.

Suggested Citation

  • Zhang, Yinze & Ruan, Jianqing & Zhang, Yuwei, 2025. "Industrial policies and development of grain clusters: Evidence from China's policy in major grain-producing areas," China Economic Review, Elsevier, vol. 93(C).
  • Handle: RePEc:eee:chieco:v:93:y:2025:i:c:s1043951x25001634
    DOI: 10.1016/j.chieco.2025.102505
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    as
    1. Zheng, Wenbo, 2023. "Land supply and industrial agglomeration: Extension of the new economic geography model with land elements incorporated," Land Use Policy, Elsevier, vol. 132(C).
    2. Justin Yifu Lin, 2011. "New Structural Economics: A Framework for Rethinking Development," The World Bank Research Observer, World Bank, vol. 26(2), pages 193-221, August.
    3. Di Guo & Kun Jiang & Chenggang Xu & Xiyi Yang, 2020. "Clustering, growth and inequality in China [Reversal of fortune: geography and institutions in the making of the modem world income distribution]," Journal of Economic Geography, Oxford University Press, vol. 20(5), pages 1207-1239.
    4. Martin Paul Jr Tabe‐Ojong & Guyo Godana Dureti, 2023. "Are agro‐clusters pro‐poor? Evidence from Ethiopia," Journal of Agricultural Economics, Wiley Blackwell, vol. 74(1), pages 100-115, February.
    5. Au, Chun-Chung & Henderson, J. Vernon, 2006. "How migration restrictions limit agglomeration and productivity in China," Journal of Development Economics, Elsevier, vol. 80(2), pages 350-388, August.
    6. Bu, Di & Liao, Yin, 2022. "Land property rights and rural enterprise growth: Evidence from land titling reform in China," Journal of Development Economics, Elsevier, vol. 157(C).
    7. Michael Porter, 2003. "The Economic Performance of Regions," Regional Studies, Taylor & Francis Journals, vol. 37(6-7), pages 549-578.
    8. Guo, Di & Jiang, Kun & Xu, Chenggang & Yang, Xiyi, 2023. "Geographic clusters, regional productivity and resource reallocation across firms: Evidence from China," Research Policy, Elsevier, vol. 52(2).
    9. Xiangting Hu & Jianqing Ruan & Xiaobo Zhang, 2021. "Crisis-Induced Innovation: Quality Upgrading in Chinese Industrial Clusters," The Journal of Law, Economics, and Organization, Oxford University Press, vol. 37(3), pages 571-606.
    10. Réka Juhász & Nathan Lane, 2024. "The Political Economy of Industrial Policy," Journal of Economic Perspectives, American Economic Association, vol. 38(4), pages 27-54, Fall.
    11. Deping Ye & Shangsong Zhen & Wei Wang & Yunqiang Liu, 2023. "Spatial double dividend from China’s main grain-producing areas policy: total factor productivity and the net carbon effect," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 10(1), pages 1-22, December.
    12. Moro, Daniele & Sckokai, Paolo, 2013. "The impact of decoupled payments on farm choices: Conceptual and methodological challenges," Food Policy, Elsevier, vol. 41(C), pages 28-38.
    13. Getu Hailu & B. James Deaton, 2016. "Agglomeration Effects in Ontario’s Dairy Farming," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 98(4), pages 1055-1073.
    14. Edward L. Glaeser & Glenn Ellison, 1999. "The Geographic Concentration of Industry: Does Natural Advantage Explain Agglomeration?," American Economic Review, American Economic Association, vol. 89(2), pages 311-316, May.
    15. Long, Cheryl & Zhang, Xiaobo, 2011. "Cluster-based industrialization in China: Financing and performance," Journal of International Economics, Elsevier, vol. 84(1), pages 112-123, May.
    16. Zhang, Xiaobo & Yang, Jin & Reardon, Thomas, 2020. "Mechanization outsourcing clusters and division of labor in Chinese agriculture," IFPRI book chapters, in: An evolving paradigm of agricultural mechanization development: How much can Africa learn from Asia?, chapter 2, pages 71-96, International Food Policy Research Institute (IFPRI).
    17. Richard Sylla, 2024. "Alexander Hamilton's Report on Manufactures and Industrial Policy," Journal of Economic Perspectives, American Economic Association, vol. 38(4), pages 111-130, Fall.
    18. Ge, Ying, 2009. "Globalization and Industry Agglomeration in China," World Development, Elsevier, vol. 37(3), pages 550-559, March.
    19. Max Nathan & Henry Overman, 2013. "Agglomeration, clusters, and industrial policy," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 29(2), pages 383-404, SUMMER.
    20. Diez-Vial, Isabel, 2011. "Geographical cluster and performance: The case of Iberian ham," Food Policy, Elsevier, vol. 36(4), pages 517-525, August.
    21. Zheng, Linyi, 2024. "Big hands holding small hands: The role of new agricultural operating entities in farmland abandonment," Food Policy, Elsevier, vol. 123(C).
    22. Jianqing Ruan & Xiaobo Zhang, 2009. "Finance and Cluster-Based Industrial Development in China," Economic Development and Cultural Change, University of Chicago Press, vol. 58(1), pages 143-164, October.
    23. Kim, Sukkoo, 1999. "Regions, resources, and economic geography: Sources of U.S. regional comparative advantage, 1880-1987," Regional Science and Urban Economics, Elsevier, vol. 29(1), pages 1-32, January.
    24. Yi, Fujin & Sun, Dingqiang & Zhou, Yingheng, 2015. "Grain subsidy, liquidity constraints and food security—Impact of the grain subsidy program on the grain-sown areas in China," Food Policy, Elsevier, vol. 50(C), pages 114-124.
    25. Forslid, Rikard & Midelfart, Karen Helene, 2005. "Internationalisation, industrial policy and clusters," Journal of International Economics, Elsevier, vol. 66(1), pages 197-213, May.
    26. Mercedes Delgado & Michael E. Porter & Scott Stern, 2010. "Clusters and entrepreneurship," Journal of Economic Geography, Oxford University Press, vol. 10(4), pages 495-518, July.
    27. Pinelopi K. Goldberg & Réka Juhász & Nathan J. Lane & Giulia Lo Forte & Jeff Thurk, 2024. "Industrial Policy in the Global Semiconductor Sector," NBER Working Papers 32651, National Bureau of Economic Research, Inc.
    28. Dominick Bartelme & Arnaud Costinot & Dave Donaldson & Andrés Rodríguez-Clare, 2025. "The Textbook Case for Industrial Policy: Theory Meets Data," Journal of Political Economy, University of Chicago Press, vol. 133(5), pages 1527-1573.
    29. Ellison, Glenn & Glaeser, Edward L, 1997. "Geographic Concentration in U.S. Manufacturing Industries: A Dartboard Approach," Journal of Political Economy, University of Chicago Press, vol. 105(5), pages 889-927, October.
    30. Krugman, Paul, 1991. "Increasing Returns and Economic Geography," Journal of Political Economy, University of Chicago Press, vol. 99(3), pages 483-499, June.
    31. Zhao, Lyuhang & Ruan, Jianqing & Shi, Xinjie, . "Local industrial policies and development of agricultural clusters: a case study based on a tea cluster in China," International Food and Agribusiness Management Review, International Food and Agribusiness Management Association, vol. 24(2).
    32. Zhang, Xiaobo & Hu, Dinghuan, 2014. "Overcoming Successive Bottlenecks: The Evolution of a Potato Cluster in China," World Development, Elsevier, vol. 63(C), pages 102-112.
    33. Bischi, G. -I. & Dawid, H. & Kopel, M., 2003. "Spillover effects and the evolution of firm clusters," Journal of Economic Behavior & Organization, Elsevier, vol. 50(1), pages 47-75, January.
    34. Hu, Chaoran & Zhang, Xiaobo & Reardon, Thomas & Hernandez, Ricardo, 2019. "Value-chain clusters and aquaculture innovation in Bangladesh," Food Policy, Elsevier, vol. 83(C), pages 310-326.
    35. Luigi Guiso & Fabiano Schivardi, 2007. "Spillovers in Industrial Districts," Economic Journal, Royal Economic Society, vol. 117(516), pages 68-93, January.
    36. Fan, Haichao & Li, Chang & Xue, Chang & Yu, Miaojie, 2023. "Clan culture and patterns of industrial specialization in China," Journal of Economic Behavior & Organization, Elsevier, vol. 207(C), pages 457-478.
    37. Glenn Ellison & Edward L. Glaeser & William R. Kerr, 2010. "What Causes Industry Agglomeration? Evidence from Coagglomeration Patterns," American Economic Review, American Economic Association, vol. 100(3), pages 1195-1213, June.
    38. Petra Moser & Alessandra Voena, 2012. "Compulsory Licensing: Evidence from the Trading with the Enemy Act," American Economic Review, American Economic Association, vol. 102(1), pages 396-427, February.
    39. Yi Lu & Jin Wang & Lianming Zhu, 2019. "Place-Based Policies, Creation, and Agglomeration Economies: Evidence from China's Economic Zone Program," American Economic Journal: Economic Policy, American Economic Association, vol. 11(3), pages 325-360, August.
    40. Guo, Di & Jiang, Kun & Xu, Chenggang & Yang, Xiyi, 2022. "Industrial clustering, income and inequality in rural China," World Development, Elsevier, vol. 154(C).
    41. Luigi Guiso & Fabiano Schivardi, 2011. "What Determines Entrepreneurial Clusters?," Journal of the European Economic Association, European Economic Association, vol. 9(1), pages 61-86, February.
    42. Wenyuan Hua & Zhihan Chen & Liangguo Luo, 2022. "The Effect of the Major-Grain-Producing-Areas Oriented Policy on Crop Production: Evidence from China," Land, MDPI, vol. 11(9), pages 1-28, August.
    43. repec:osf:osfxxx:y74uh_v1 is not listed on IDEAS
    44. Panle Jia Barwick & Myrto Kalouptsidi & Nahim Bin Zahur, 2024. "Industrial Policy: Lessons from Shipbuilding," Journal of Economic Perspectives, American Economic Association, vol. 38(4), pages 55-80, Fall.
    45. Hsu, Wen-Tai & Lu, Yi & Luo, Xuan & Zhu, Lianming, 2023. "Foreign direct investment and industrial agglomeration: Evidence from China," Journal of Comparative Economics, Elsevier, vol. 51(2), pages 610-639.
    46. Enrico Moretti, 2021. "The Effect of High-Tech Clusters on the Productivity of Top Inventors," American Economic Review, American Economic Association, vol. 111(10), pages 3328-3375, October.
    47. Dai, Ruochen & Mookherjee, Dilip & Quan, Yingyue & Zhang, Xiaobo, 2021. "Industrial clusters, networks and resilience to the Covid-19 shock in China," Journal of Economic Behavior & Organization, Elsevier, vol. 183(C), pages 433-455.
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    JEL classification:

    • R32 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Real Estate Markets, Spatial Production Analysis, and Firm Location - - - Other Spatial Production and Pricing Analysis
    • O25 - Economic Development, Innovation, Technological Change, and Growth - - Development Planning and Policy - - - Industrial Policy
    • Q13 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Agricultural Markets and Marketing; Cooperatives; Agribusiness

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