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The role of access to expressways on industrial clustering development in China

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  • Zhang, Yunfei
  • Chen, Kevin

Abstract

Infrastructure development is considered a key driver of industrial growth. In this study, we used the difference-in-differences method to examine the effect of access to expressways on industrial clustering development. Our findings highlight that access to expressways was associated with a 6.5 % increase in the number of firms in specific industries. The results remained robust after several endogeneity tests. Furthermore, our mechanism analysis demonstrated that the effect was driven by the reduction of trade costs and alleviation of information friction.

Suggested Citation

  • Zhang, Yunfei & Chen, Kevin, 2025. "The role of access to expressways on industrial clustering development in China," China Economic Review, Elsevier, vol. 93(C).
  • Handle: RePEc:eee:chieco:v:93:y:2025:i:c:s1043951x2500118x
    DOI: 10.1016/j.chieco.2025.102460
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    References listed on IDEAS

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    1. Romer, Paul M, 1986. "Increasing Returns and Long-run Growth," Journal of Political Economy, University of Chicago Press, vol. 94(5), pages 1002-1037, October.
    2. 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.
    3. Clément de Chaisemartin & Xavier D'Haultfœuille, 2020. "Two-Way Fixed Effects Estimators with Heterogeneous Treatment Effects," American Economic Review, American Economic Association, vol. 110(9), pages 2964-2996, September.
    4. Wu, Mingqin & Yu, Linhui & Zhang, Junsen, 2023. "Road expansion, allocative efficiency, and pro-competitive effect of transport infrastructure: Evidence from China," Journal of Development Economics, Elsevier, vol. 162(C).
    5. Cohn, Jonathan B. & Liu, Zack & Wardlaw, Malcolm I., 2022. "Count (and count-like) data in finance," Journal of Financial Economics, Elsevier, vol. 146(2), pages 529-551.
    6. Konrad B Burchardi & Thomas Chaney & Tarek A Hassan, 2019. "Migrants, Ancestors, and Foreign Investments," Review of Economic Studies, Oxford University Press, vol. 86(4), pages 1448-1486.
    7. Shang, Shuanghe & Zhang, Xiaobo & Zhang, Yunfei, 2025. "The role of social networks and institutional support in cluster formation," China Economic Review, Elsevier, vol. 91(C).
    8. Konrad Buchardi & Thomas Chaney & Tarek Hassan, 2019. "Migrants, Ancestors and Foreign Investments," Post-Print hal-03260191, HAL.
    9. Christopher Parsons & Pierre‐Louis Vézina, 2018. "Migrant Networks and Trade: The Vietnamese Boat People as a Natural Experiment," Economic Journal, Royal Economic Society, vol. 128(612), pages 210-234, July.
    10. Rachel Murphy, 1999. "Return migrant entrepreneurs and economic diversification in two counties in south Jiangxi, China," Journal of International Development, John Wiley & Sons, Ltd., vol. 11(4), pages 661-672.
    11. Nathaniel Baum-Snow & Loren Brandt & J. Vernon Henderson & Matthew A. Turner & Qinghua Zhang, 2017. "Roads, Railroads, and Decentralization of Chinese Cities," The Review of Economics and Statistics, MIT Press, vol. 99(3), pages 435-448, July.
    12. Goodman-Bacon, Andrew, 2021. "Difference-in-differences with variation in treatment timing," Journal of Econometrics, Elsevier, vol. 225(2), pages 254-277.
    13. Panle Jia Barwick & Shanjun Li & Liguo Lin & Eric Yongchen Zou, 2024. "From Fog to Smog: The Value of Pollution Information," American Economic Review, American Economic Association, vol. 114(5), pages 1338-1381, May.
    14. Delgado, Mercedes & Porter, Michael E. & Stern, Scott, 2014. "Clusters, convergence, and economic performance," Research Policy, Elsevier, vol. 43(10), pages 1785-1799.
    15. Li, Zhigang & Wu, Mingqin & Chen, Bin R., 2017. "Is road infrastructure investment in China excessive? Evidence from productivity of firms," Regional Science and Urban Economics, Elsevier, vol. 65(C), pages 116-126.
    16. Ying Bai & James Kai-sing Kung, 2022. "Surname distance and technology diffusion: the case of the adoption of maize in late imperial China," Journal of Economic Growth, Springer, vol. 27(4), pages 569-607, December.
    17. Lee, Jongkwan, 2021. "The Role of a University in Cluster Formation: Evidence from a National Institute of Science and Technology in Korea," Regional Science and Urban Economics, Elsevier, vol. 86(C).
    18. Lei An & Yu Qin & Jing Wu & Wei You, 2024. "The Local Labor Market Effect of Relaxing Internal Migration Restrictions: Evidence from China," Journal of Labor Economics, University of Chicago Press, vol. 42(1), pages 161-200.
    19. 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.
    20. Cynthia Kinnan & Shing-Yi Wang & Yongxiang Wang, 2018. "Access to Migration for Rural Households," American Economic Journal: Applied Economics, American Economic Association, vol. 10(4), pages 79-119, October.
    21. Konrad B Burchardi & Thomas Chaney & Tarek A Hassan, 2019. "Migrants, Ancestors, and Foreign Investments," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 86(4), pages 1448-1486.
    22. Fleisher, Belton & Hu, Dinghuan & McGuire, William & Zhang, Xiaobo, 2010. "The evolution of an industrial cluster in China," China Economic Review, Elsevier, vol. 21(3), pages 456-469, September.
    23. Glaeser, Edward L. & Kerr, William R. & Ponzetto, Giacomo A.M., 2010. "Clusters of entrepreneurship," Journal of Urban Economics, Elsevier, vol. 67(1), pages 150-168, January.
    24. 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.
    25. 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.
    26. Harold (Hal) Wolman & Diana Hincapie, 2015. "Clusters and Cluster-Based Development Policy," Economic Development Quarterly, , vol. 29(2), pages 135-149, May.
    27. Claas Linde, 2003. "The Demography of Clusters—Findings from the Cluster Meta-Study," Advances in Spatial Science, in: Johannes Bröcker & Dirk Dohse & Rüdiger Soltwedel (ed.), Innovation Clusters and Interregional Competition, chapter 7, pages 130-149, Springer.
    28. K. J. Arrow, 1971. "The Economic Implications of Learning by Doing," Palgrave Macmillan Books, in: F. H. Hahn (ed.), Readings in the Theory of Growth, chapter 11, pages 131-149, Palgrave Macmillan.
    29. 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.
    30. Xiwei Zhu & Ye Liu & Ming He & Deming Luo & Yiyun Wu, 2019. "Entrepreneurship and industrial clusters: evidence from China industrial census," Small Business Economics, Springer, vol. 52(3), pages 595-616, March.
    31. Barry Naughton, 2007. "The Chinese Economy: Transitions and Growth," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262640643, December.
    32. Konrad Buchardi & Thomas Chaney & Tarek Hassan, 2019. "Migrants, Ancestors and Foreign Investments," SciencePo Working papers hal-03260191, HAL.
    33. Zhao, Yaohui, 2002. "Causes and Consequences of Return Migration: Recent Evidence from China," Journal of Comparative Economics, Elsevier, vol. 30(2), pages 376-394, June.
    34. Clement Imbert & Marlon Seror & Yifan Zhang & Yanos Zylberberg, 2022. "Migrants and Firms: Evidence from China," American Economic Review, American Economic Association, vol. 112(6), pages 1885-1914, June.
    35. Callaway, Brantly & Sant’Anna, Pedro H.C., 2021. "Difference-in-Differences with multiple time periods," Journal of Econometrics, Elsevier, vol. 225(2), pages 200-230.
    36. He, Guojun & Xie, Yang & Zhang, Bing, 2020. "Expressways, GDP, and the environment: The case of China," Journal of Development Economics, Elsevier, vol. 145(C).
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    JEL classification:

    • D80 - Microeconomics - - Information, Knowledge, and Uncertainty - - - General
    • L60 - Industrial Organization - - Industry Studies: Manufacturing - - - General
    • O10 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - General

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