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Market Segmentation and Green Development Performance: Evidence from Chinese Cities

Author

Listed:
  • Xuebing Dong

    (China Academy of West Region Development, Zhejiang University, Hangzhou 310058, China)

  • Benbo Liang

    (China Academy of West Region Development, Zhejiang University, Hangzhou 310058, China)

  • Haichao Yu

    (Institute of New Structural Economics, Peking University, Beijing 100091, China)

  • Hui Zhu

    (School of Economics, Zhejiang Gongshang University, Hangzhou 310018, China)

Abstract

This study is based on 2006–2019 panel data from 282 Chinese cities. Market segmentation and green development performance are empirically investigated to examine their non-linear relationship using static panel, dynamic panel, and dynamic spatial panel models. The results reveal the following: (1) Green development performance is found to have a high degree of temporal and spatial path dependence, exhibiting spatial linkage between cities. (2) Market segmentation stemming from local government protection has a clear inverted U-shaped structure in relationship with the green development performance. (3) Our analysis suggests that the upgrading of industrial structures significantly enhances green development, while factor price distortion inhibits it. The relationship between market segmentation and industrial structure upgrading is also an inverted U-shape. (4) The analysis further reveals that market segmentation has an inverted U-shaped correlation with the green development performance in western, central, and eastern cities. However, the different rates of development of industrial structures within the three regions result in varying degrees of market segmentation according to inflection point values. Moreover, aligned with the theoretical hypothesis of “resource curse,” in resource-based cities (exclusively), market segmentation still affects the green development performance with a significant inverted U-shaped structure.

Suggested Citation

  • Xuebing Dong & Benbo Liang & Haichao Yu & Hui Zhu, 2023. "Market Segmentation and Green Development Performance: Evidence from Chinese Cities," IJERPH, MDPI, vol. 20(5), pages 1-24, March.
    • Handle: RePEc:gam:jijerp:v:20:y:2023:i:5:p:4411-:d:1084865
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    as
    1. Liu, Da & Ruan, Liang & Liu, Jinchen & Huan, Huang & Zhang, Guowei & Feng, Yi & Li, Ying, 2018. "Electricity consumption and economic growth nexus in Beijing: A causal analysis of quarterly sectoral data," Renewable and Sustainable Energy Reviews, Elsevier, vol. 82(P3), pages 2498-2503.
    2. Kukenova, Madina & Monteiro, Jose-Antonio, 2008. "Spatial Dynamic Panel Model and System GMM: A Monte Carlo Investigation," MPRA Paper 11569, University Library of Munich, Germany, revised Nov 2008.
    3. Fei Fan & Shangze Dai & Keke Zhang & Haiqian Ke, 2021. "Innovation agglomeration and urban hierarchy: evidence from Chinese cities," Applied Economics, Taylor & Francis Journals, vol. 53(54), pages 6300-6318, November.
    4. Mariano Bosch & Marco Manacorda, 2010. "Minimum Wages and Earnings Inequality in Urban Mexico," American Economic Journal: Applied Economics, American Economic Association, vol. 2(4), pages 128-149, October.
    5. Fei Fan & Huan Lian & Song Wang, 2020. "Can regional collaborative innovation improve innovation efficiency? An empirical study of Chinese cities," Growth and Change, Wiley Blackwell, vol. 51(1), pages 440-463, March.
    6. Gene M. Grossman & Alan B. Krueger, 1995. "Economic Growth and the Environment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(2), pages 353-377.
    7. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    8. Joseph S. Shapiro & Reed Walker, 2018. "Why Is Pollution from US Manufacturing Declining? The Roles of Environmental Regulation, Productivity, and Trade," American Economic Review, American Economic Association, vol. 108(12), pages 3814-3854, December.
    9. Zhang, Fan & Deng, Xiangzheng & Phillips, Fred & Fang, Chuanglin & Wang, Chao, 2020. "Impacts of industrial structure and technical progress on carbon emission intensity: Evidence from 281 cities in China," Technological Forecasting and Social Change, Elsevier, vol. 154(C).
    10. Chang-Tai Hsieh & Peter J. Klenow, 2009. "Misallocation and Manufacturing TFP in China and India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(4), pages 1403-1448.
    11. Wu, Guiying Laura, 2018. "Capital misallocation in China: Financial frictions or policy distortions?," Journal of Development Economics, Elsevier, vol. 130(C), pages 203-223.
    12. Li, Xuehui & Xu, Yangyang & Yao, Xin, 2021. "Effects of industrial agglomeration on haze pollution: A Chinese city-level study," Energy Policy, Elsevier, vol. 148(PA).
    13. Jia, Ruining & Shao, Shuai & Yang, Lili, 2021. "High-speed rail and CO2 emissions in urban China: A spatial difference-in-differences approach," Energy Economics, Elsevier, vol. 99(C).
    14. Zhang, Wei & Liu, Xuemeng & Wang, Die & Zhou, Jianping, 2022. "Digital economy and carbon emission performance: Evidence at China's city level," Energy Policy, Elsevier, vol. 165(C).
    15. John Humphrey & Hubert Schmitz, 2002. "How does insertion in global value chains affect upgrading in industrial clusters?," Regional Studies, Taylor & Francis Journals, vol. 36(9), pages 1017-1027.
    16. J. Paul Elhorst, 2014. "Dynamic Spatial Panels: Models, Methods and Inferences," SpringerBriefs in Regional Science, in: Spatial Econometrics, edition 127, chapter 0, pages 95-119, Springer.
    17. Fredriksson, Per G. & List, John A. & Millimet, Daniel L., 2003. "Bureaucratic corruption, environmental policy and inbound US FDI: theory and evidence," Journal of Public Economics, Elsevier, vol. 87(7-8), pages 1407-1430, August.
    18. Cherniwchan, Jevan, 2017. "Trade liberalization and the environment: Evidence from NAFTA and U.S. manufacturing," Journal of International Economics, Elsevier, vol. 105(C), pages 130-149.
    19. Beata Smarzynska Javorcik, 2004. "Does Foreign Direct Investment Increase the Productivity of Domestic Firms? In Search of Spillovers Through Backward Linkages," American Economic Review, American Economic Association, vol. 94(3), pages 605-627, June.
    20. Pietro Peretto & Sjak Smulders, 2002. "Technological Distance, Growth And Scale Effects," Economic Journal, Royal Economic Society, vol. 112(481), pages 603-624, July.
    21. Marc J. Melitz, 2003. "The Impact of Trade on Intra-Industry Reallocations and Aggregate Industry Productivity," Econometrica, Econometric Society, vol. 71(6), pages 1695-1725, November.
    22. Brian R. Copeland & M. Scott Taylor, 1994. "North-South Trade and the Environment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(3), pages 755-787.
    23. Tone, Kaoru, 2002. "A slacks-based measure of super-efficiency in data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 143(1), pages 32-41, November.
    24. Alwyn Young, 2000. "The Razor's Edge: Distortions and Incremental Reform in the People's Republic of China," NBER Working Papers 7828, National Bureau of Economic Research, Inc.
    25. Andrew Chupp, B., 2011. "Environmental Constituent Interest, Green Electricity Policies, and Legislative Voting," Journal of Environmental Economics and Management, Elsevier, vol. 62(2), pages 254-266, September.
    26. Caselli, Francesco & Esquivel, Gerardo & Lefort, Fernando, 1996. "Reopening the Convergence Debate: A New Look at Cross-Country Growth Empirics," Journal of Economic Growth, Springer, vol. 1(3), pages 363-389, September.
    27. Tombe, Trevor & Winter, Jennifer, 2015. "Environmental policy and misallocation: The productivity effect of intensity standards," Journal of Environmental Economics and Management, Elsevier, vol. 72(C), pages 137-163.
    28. Li, Jianglong & Lin, Boqiang, 2017. "Does energy and CO2 emissions performance of China benefit from regional integration?," Energy Policy, Elsevier, vol. 101(C), pages 366-378.
    29. Segal, Paul, 2011. "Resource Rents, Redistribution, and Halving Global Poverty: The Resource Dividend," World Development, Elsevier, vol. 39(4), pages 475-489, April.
    30. Lindmark, Magnus, 2002. "An EKC-pattern in historical perspective: carbon dioxide emissions, technology, fuel prices and growth in Sweden 1870-1997," Ecological Economics, Elsevier, vol. 42(1-2), pages 333-347, August.
    31. Case, Anne C. & Rosen, Harvey S. & Hines, James Jr., 1993. "Budget spillovers and fiscal policy interdependence : Evidence from the states," Journal of Public Economics, Elsevier, vol. 52(3), pages 285-307, October.
    32. J. Paul Elhorst, 2014. "Matlab Software for Spatial Panels," International Regional Science Review, , vol. 37(3), pages 389-405, July.
    33. Wang, Jian & Wu, Qun & Yan, Siqi & Guo, Guancheng & Peng, Shangui, 2020. "China’s local governments breaking the land use planning quota: A strategic interaction perspective," Land Use Policy, Elsevier, vol. 92(C).
    34. Junfeng Zhao & Jianliang Shen & Jinling Yan & Xiaodong Yang & Yu Hao & Qiying Ran, 2023. "Corruption, market segmentation and haze pollution: empirical evidence from China," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 66(3), pages 642-664, February.
    35. Amore, Mario Daniele & Schneider, Cédric & Žaldokas, Alminas, 2013. "Credit supply and corporate innovation," Journal of Financial Economics, Elsevier, vol. 109(3), pages 835-855.
    36. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    37. Ulph, Alistair, 2000. "Harmonization and Optimal Environmental Policy in a Federal System with Asymmetric Information," Journal of Environmental Economics and Management, Elsevier, vol. 39(2), pages 224-241, March.
    38. Lee, Lung-fei & Yu, Jihai, 2010. "A Spatial Dynamic Panel Data Model With Both Time And Individual Fixed Effects," Econometric Theory, Cambridge University Press, vol. 26(2), pages 564-597, April.
    39. Alwyn Young, 2000. "The Razor's Edge: Distortions and Incremental Reform in the People's Republic of China," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 115(4), pages 1091-1135.
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