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Have China’s Pilot Free Trade Zones Improved Green Total Factor Productivity?

Author

Listed:
  • Qingshan Ma

    (School of Economics, Xiamen University, No. 422 Siming South Road, Xiamen 361005, China)

  • Yuanmeng Zhang

    (Economics School, Zhongnan University of Economics and Law, No. 182 Nanhu Avenue, Wuhan 430073, China)

  • Kexin Yang

    (Economics and Management School, Wuhan University, No. 299 Bayi Road, Wuhan 430072, China)

  • Lingyun He

    (Economics School, Zhongnan University of Economics and Law, No. 182 Nanhu Avenue, Wuhan 430073, China)

Abstract

Free trade zones (FTZ) are designated areas for promoting trade openness and investment facilitation. In China, FTZs are also regarded as “green areas” in which planning actions and institutional innovations are implemented, and there is a commitment to promoting urban green and healthy development. Given that green total factor productivity ( GTFP ) is an important measure of a city’s health and green performance, this study exploits the difference-in-differences method to explore the impact of pilot FTZs on urban GTFP in 280 cities in China for the period between 2005 and 2017. The results show that the green areas positively contributed to the growth of GTFP . Moreover, the outcome holds with robustness tests. Statistically, the positive effect emerged in cities during the first three years after introducing the initiative, with the effect disappearing afterward. It also had a strong positive impact in the central and western regions and in large and medium-sized cities, while the influence remained insignificant in the remaining areas in China. Furthermore, the paper also reveals that the promotion of foreign direct investment and industrial structure upgrading are the primary channels through which the positive relationship between pilot FTZs and GTFP is established.

Suggested Citation

  • Qingshan Ma & Yuanmeng Zhang & Kexin Yang & Lingyun He, 2021. "Have China’s Pilot Free Trade Zones Improved Green Total Factor Productivity?," IJERPH, MDPI, vol. 18(21), pages 1-20, November.
    • Handle: RePEc:gam:jijerp:v:18:y:2021:i:21:p:11681-:d:673871
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    as
    1. Chaisse, Julien & Ji, Xueliang, 2020. "The Pervasive Problem of Special Economic Zones for International Economic Law: Tax, Investment, and Trade Issues," World Trade Review, Cambridge University Press, vol. 19(4), pages 567-588, October.
    2. Thorsten Beck & Ross Levine & Alexey Levkov, 2010. "Big Bad Banks? The Winners and Losers from Bank Deregulation in the United States," Journal of Finance, American Finance Association, vol. 65(5), pages 1637-1667, October.
    3. Chang, Young-Tae & Zhang, Ning & Danao, Denise & Zhang, Nan, 2013. "Environmental efficiency analysis of transportation system in China: A non-radial DEA approach," Energy Policy, Elsevier, vol. 58(C), pages 277-283.
    4. Dariush Khezrimotlagh & Yao Chen, 2018. "Data Envelopment Analysis," International Series in Operations Research & Management Science, in: Decision Making and Performance Evaluation Using Data Envelopment Analysis, chapter 0, pages 217-234, Springer.
    5. Jiang, Yufan & Wang, Hongyan & Liu, Zuankuo, 2021. "The impact of the free trade zone on green total factor productivity ——evidence from the shanghai pilot free trade zone," Energy Policy, Elsevier, vol. 148(PB).
    6. Gita Gopinath & Brent Neiman, 2014. "Trade Adjustment and Productivity in Large Crises," American Economic Review, American Economic Association, vol. 104(3), pages 793-831, March.
    7. Dorothee J. Feils & Manzur Rahman, 2008. "Regional economic integration and foreign direct investment: The case of NAFTA," Management International Review, Springer, vol. 48(2), pages 147-163, April.
    8. Tian, Peng & Lin, Boqiang, 2017. "Promoting green productivity growth for China's industrial exports: Evidence from a hybrid input-output model," Energy Policy, Elsevier, vol. 111(C), pages 394-402.
    9. Hu, Jin-Li & Wang, Shih-Chuan, 2006. "Total-factor energy efficiency of regions in China," Energy Policy, Elsevier, vol. 34(17), pages 3206-3217, November.
    10. Daqing Yao & John Whalley, 2016. "The China (Shanghai) Pilot Free Trade Zone: Background, Developments and Preliminary Assessment of Initial Impacts," The World Economy, Wiley Blackwell, vol. 39(1), pages 2-15, January.
    11. Randall S. Jones & Byungseo Yoo, 2011. "Korea's Green Growth Strategy: Mitigating Climate Change and Developing New Growth Engines," OECD Economics Department Working Papers 798, OECD Publishing.
    12. Hao Chen & Bo Yuan & Qi Cui, 2021. "Does the pilot free trade zone policy attract the entering of foreign-invested enterprises? The evidence from China," Applied Economics Letters, Taylor & Francis Journals, vol. 28(14), pages 1162-1168, August.
    13. Wu, Weixiao & Hong, Chang & Muhammad, Andrew, 2020. "The Spillover effect of export processing zones," China Economic Review, Elsevier, vol. 63(C).
    14. Zeng, Douglas Zhihua, 2011. "How do special economic zones and industrial clusters drive China's rapid development ?," Policy Research Working Paper Series 5583, The World Bank.
    15. Miyagiwa, Kaz F., 1986. "A reconsideration of the welfare economics of a free-trade zone," Journal of International Economics, Elsevier, vol. 21(3-4), pages 337-350, November.
    16. Liu, Zuankuo & Xin, Li, 2019. "Has China's Belt and Road Initiative promoted its green total factor productivity？——Evidence from primary provinces along the route," Energy Policy, Elsevier, vol. 129(C), pages 360-369.
    17. Michael A. Kouparitsas, 1997. "A dynamic macroeconomic analysis of NAFTA," Economic Perspectives, Federal Reserve Bank of Chicago, vol. 21(Jan), pages 14-35.
    18. Jean-Pierre Chauffour & Jean-Christophe Maur, 2011. "Preferential Trade Agreement Policies for Development : A Handbook," World Bank Publications - Books, The World Bank Group, number 2329, December.
    19. Anne-Lorène Vernay & Beatrice D’Ippolito & Jonatan Pinkse, 2018. "Can the government create a vibrant cluster? Understanding the impact of cluster policy on the development of a cluster," Entrepreneurship & Regional Development, Taylor & Francis Journals, vol. 30(7-8), pages 901-919, August.
    20. Pflüger, Michael & Tabuchi, Takatoshi, 2019. "Comparative advantage, agglomeration economies and trade costs," Journal of Urban Economics, Elsevier, vol. 109(C), pages 1-13.
    21. Chen, Jihong & Wan, Zheng & Zhang, Fangwei & Park, Nam-kyu & Zheng, Aibing & Zhao, Jun, 2018. "Evaluation and comparison of the development performances of typical free trade port zones in China," Transportation Research Part A: Policy and Practice, Elsevier, vol. 118(C), pages 506-526.
    22. Chen, Zhiyuan & Zhang, Jie & Zheng, Wenping, 2017. "Import and innovation: Evidence from Chinese firms," European Economic Review, Elsevier, vol. 94(C), pages 205-220.
    23. Sun, Yu & Yan, Karen X., 2019. "Inference on Difference-in-Differences average treatment effects: A fixed-b approach," Journal of Econometrics, Elsevier, vol. 211(2), pages 560-588.
    24. Li, Sujuan & Liu, Jiaguo & Kong, Yudan, 2021. "Pilot free trade zones and Chinese port-listed companies performance: An empirical research based on quasi-natural experiment," Transport Policy, Elsevier, vol. 111(C), pages 125-137.
    25. 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.
    26. Fare, Rolf & Grosskopf, Shawna & Noh, Dong-Woon & Weber, William, 2005. "Characteristics of a polluting technology: theory and practice," Journal of Econometrics, Elsevier, vol. 126(2), pages 469-492, June.
    27. Zhu, Xuehong & Chen, Ying & Feng, Chao, 2018. "Green total factor productivity of China's mining and quarrying industry: A global data envelopment analysis," Resources Policy, Elsevier, vol. 57(C), pages 1-9.
    28. Seiford, Lawrence M. & Zhu, Joe, 2002. "Modeling undesirable factors in efficiency evaluation," European Journal of Operational Research, Elsevier, vol. 142(1), pages 16-20, October.
    29. Li, Pei & Lu, Yi & Wang, Jin, 2016. "Does flattening government improve economic performance? Evidence from China," Journal of Development Economics, Elsevier, vol. 123(C), pages 18-37.
    30. Tone, Kaoru, 2001. "A slacks-based measure of efficiency in data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 130(3), pages 498-509, May.
    31. William W. Cooper & Lawrence M. Seiford & Kaoru Tone, 2007. "Data Envelopment Analysis," Springer Books, Springer, edition 0, number 978-0-387-45283-8, December.
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