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How Do Environmental Regulations and Outward Foreign Direct Investment Impact the Green Total Factor Productivity in China? A Mediating Effect Test Based on Provincial Panel Data

Author

Listed:
  • Decai Tang

    (School of Management Science and Engineering, Nanjing University of Information Science & Technology, Nanjing 210044, China)

  • Zhangming Shan

    (School of Management Science and Engineering, Nanjing University of Information Science & Technology, Nanjing 210044, China)

  • Junxia He

    (School of Management Science and Engineering, Nanjing University of Information Science & Technology, Nanjing 210044, China)

  • Ziqian Zhao

    (School of Management Science and Engineering, Nanjing University of Information Science & Technology, Nanjing 210044, China)

Abstract

This paper investigates the impact of two types of environmental regulations (ERs), command-and-control environmental regulation (CACER) and market-incentive environmental regulation (MIER), on green total factor productivity (GTFP) through outward foreign direct investment (OFDI) in 30 provinces in China for the period of 2006–2019. The Global Malmquist–Luenberger (GML) Index based on non-radial directional distance function (NDDF) considering undesired outputs is used to measure GTFP growth at the provincial level. To explore the mediating effect of OFDI, the two-step econometric model and the non-linear mediating effect model are employed. The empirical results show that CACER has an inverted U-shaped impact on OFDI and a U-shaped impact on GTFP, while MIER has a linearly positive effect on OFDI and GTFP. The current intensity of CACER lies on the left side of the inflection point of the U-shaped curve. OFDI significantly positively influences the increase in GTFP and is a significant mediating variable in the relationship between ERs and GTFP. Moreover, the introduction of OFDI delays the appearance of the inflection point. Further analysis, taking into account the regional heterogeneity, indicates that the inverted U-shaped and U-shaped curve is still valid in the eastern and western area and that the mediating effect of OFDI on ERs in the western area is stronger than that in the eastern area. Based on these conclusions, policy implications are provided to improve GTFP in China.

Suggested Citation

  • Decai Tang & Zhangming Shan & Junxia He & Ziqian Zhao, 2022. "How Do Environmental Regulations and Outward Foreign Direct Investment Impact the Green Total Factor Productivity in China? A Mediating Effect Test Based on Provincial Panel Data," IJERPH, MDPI, vol. 19(23), pages 1-32, November.
    • Handle: RePEc:gam:jijerp:v:19:y:2022:i:23:p:15717-:d:984529
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    References listed on IDEAS

    as
    1. Feng, Chao & Huang, Jian-Bai & Wang, Miao, 2018. "Analysis of green total-factor productivity in China's regional metal industry: A meta-frontier approach," Resources Policy, Elsevier, vol. 58(C), pages 219-229.
    2. Bitzer, Jürgen & Kerekes, Monika, 2008. "Does foreign direct investment transfer technology across borders? New evidence," Economics Letters, Elsevier, vol. 100(3), pages 355-358, September.
    3. Zhang, Dongyang & Kong, Qunxi, 2021. "How does energy policy affect firms' outward foreign direct investment: An explanation based on investment motivation and firms' performance," Energy Policy, Elsevier, vol. 158(C).
    4. Robert Hoffmann & Chew-Ging Lee & Bala Ramasamy & Matthew Yeung, 2005. "FDI and pollution: a granger causality test using panel data," Journal of International Development, John Wiley & Sons, Ltd., vol. 17(3), pages 311-317.
    5. Arik Levinson & M. Scott Taylor, 2008. "Unmasking The Pollution Haven Effect," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 49(1), pages 223-254, February.
    6. Guo, Ran & Yuan, Yijun, 2020. "Different types of environmental regulations and heterogeneous influence on energy efficiency in the industrial sector: Evidence from Chinese provincial data," Energy Policy, Elsevier, vol. 145(C).
    7. Kogut, Bruce & Chang, Sea Jin, 1991. "Technological Capabilities and Japanese Foreign Direct Investment in the United States," The Review of Economics and Statistics, MIT Press, vol. 73(3), pages 401-413, August.
    8. Pradhan, Rudra P. & Arvin, Mak B. & Nair, Mahendhiran & Bennett, Sara E., 2020. "The dynamics among entrepreneurship, innovation, and economic growth in the Eurozone countries," Journal of Policy Modeling, Elsevier, vol. 42(5), pages 1106-1122.
    9. Dong-hyun Oh, 2010. "A global Malmquist-Luenberger productivity index," Journal of Productivity Analysis, Springer, vol. 34(3), pages 183-197, December.
    10. Chao Wang & Yue‐Jun Zhang, 2020. "Does environmental regulation policy help improve green production performance? Evidence from China's industry," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 27(2), pages 937-951, March.
    11. Zhao, Wei & Liu, Ling & Zhao, Ting, 2010. "The contribution of outward direct investment to productivity changes within China, 1991-2007," Journal of International Management, Elsevier, vol. 16(2), pages 121-130, June.
    12. Changkyu Choi & Myung Hoon Yi, 2018. "The Internet, R&D expenditure and economic growth," Applied Economics Letters, Taylor & Francis Journals, vol. 25(4), pages 264-267, February.
    13. Yu, Pei & Cai, Zhengfang & Sun, Yongping, 2021. "Does the emissions trading system in developing countries accelerate carbon leakage through OFDI? Evidence from China," Energy Economics, Elsevier, vol. 101(C).
    14. Jinhua Sun & Decai Tang & Haojia Kong & Valentina Boamah, 2022. "Impact of Industrial Structure Upgrading on Green Total Factor Productivity in the Yangtze River Economic Belt," IJERPH, MDPI, vol. 19(6), pages 1-15, March.
    15. Xie, Rong-hui & Yuan, Yi-jun & Huang, Jing-jing, 2017. "Different Types of Environmental Regulations and Heterogeneous Influence on “Green” Productivity: Evidence from China," Ecological Economics, Elsevier, vol. 132(C), pages 104-112.
    16. Junxia He & Luxia Wang & Decai Tang, 2021. "Research on Green Total Factor Productivity of Yangtze River Economic Belt Based on Environmental Regulation," IJERPH, MDPI, vol. 18(22), pages 1-17, November.
    17. Peng, Jiaying & Xie, Rui & Ma, Chunbo & Fu, Yang, 2021. "Market-based environmental regulation and total factor productivity: Evidence from Chinese enterprises," Economic Modelling, Elsevier, vol. 95(C), pages 394-407.
    18. Eskeland, Gunnar S. & Harrison, Ann E., 2003. "Moving to greener pastures? Multinationals and the pollution haven hypothesis," Journal of Development Economics, Elsevier, vol. 70(1), pages 1-23, February.
    19. Li, Jian & Strange, Roger & Ning, Lutao & Sutherland, Dylan, 2016. "Outward foreign direct investment and domestic innovation performance: Evidence from China," International Business Review, Elsevier, vol. 25(5), pages 1010-1019.
    20. Huang, Youxing & Zhang, Yan, 2017. "How does outward foreign direct investment enhance firm productivity? A heterogeneous empirical analysis from Chinese manufacturing," China Economic Review, Elsevier, vol. 44(C), pages 1-15.
    21. repec:clg:wpaper:2008-02 is not listed on IDEAS
    22. Jia Li & Decai Tang & Acheampong Paul Tenkorang & Zhuoran Shi, 2021. "Research on Environmental Regulation and Green Total Factor Productivity in Yangtze River Delta: From the Perspective of Financial Development," IJERPH, MDPI, vol. 18(23), pages 1-24, November.
    23. Driffield, Nigel & Pereira, Vijay & Temouri, Yama, 2019. "Does offshore outsourcing impact home employment? Evidence from service multinationals," Journal of Business Research, Elsevier, vol. 103(C), pages 448-459.
    24. Lee, Chi-Chuan & Lee, Chien-Chiang, 2022. "How does green finance affect green total factor productivity? Evidence from China," Energy Economics, Elsevier, vol. 107(C).
    25. Bruno Van Pottelsberghe De La Potterie & Frank Lichtenberg, 2001. "Does Foreign Direct Investment Transfer Technology Across Borders?," The Review of Economics and Statistics, MIT Press, vol. 83(3), pages 490-497, August.
    26. Wang, Yun & Sun, Xiaohua & Guo, Xu, 2019. "Environmental regulation and green productivity growth: Empirical evidence on the Porter Hypothesis from OECD industrial sectors," Energy Policy, Elsevier, vol. 132(C), pages 611-619.
    27. Xiaoling Zhang & Decai Tang & Brandon J. Bethel, 2021. "Analyzing the Characteristics and Evolution of Chinese Enterprises’ Outward Forward Direct Investment Host Country Network," Sustainability, MDPI, vol. 13(17), pages 1-19, September.
    28. Chen, Lili & Guo, Shaoyu & Lu, Jian & Gerschewski, Stephan, 2021. "Outward FDI and efficiency in within-firm resource allocation – Evidence from firm-level data of China," Journal of Asian Economics, Elsevier, vol. 74(C).
    29. Dierk Herzer, 2012. "Outward FDI, Total Factor Productivity and Domestic Output: Evidence from Germany," International Economic Journal, Taylor & Francis Journals, vol. 26(1), pages 155-174, October.
    30. Xia, Fan & Xu, Jintao, 2020. "Green total factor productivity: A re-examination of quality of growth for provinces in China," China Economic Review, Elsevier, vol. 62(C).
    31. Valacchi, Giulia & Doytch, Nadia & Yonzan, Nishant, 2021. "Impact of outward foreign direct investments on patent activity of Greenfield multinationals," Technological Forecasting and Social Change, Elsevier, vol. 173(C).
    32. Cole, Matthew A., 2004. "Trade, the pollution haven hypothesis and the environmental Kuznets curve: examining the linkages," Ecological Economics, Elsevier, vol. 48(1), pages 71-81, January.
    33. Zhou, P. & Ang, B.W. & Poh, K.L., 2008. "A survey of data envelopment analysis in energy and environmental studies," European Journal of Operational Research, Elsevier, vol. 189(1), pages 1-18, August.
    34. R. D. Banker & A. Charnes & W. W. Cooper, 1984. "Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis," Management Science, INFORMS, vol. 30(9), pages 1078-1092, September.
    35. Hamamoto, Mitsutsugu, 2006. "Environmental regulation and the productivity of Japanese manufacturing industries," Resource and Energy Economics, Elsevier, vol. 28(4), pages 299-312, November.
    36. Li, Jiatao & Li, Peixin & Wang, Baolian, 2016. "Do cross-border acquisitions create value? Evidence from overseas acquisitions by Chinese firms," International Business Review, Elsevier, vol. 25(2), pages 471-483.
    37. Liu, Liyun & Zhao, Zhenzhi & Su, Bin & Ng, Tsan Sheng & Zhang, Mingming & Qi, Lin, 2021. "Structural breakpoints in the relationship between outward foreign direct investment and green innovation: An empirical study in China," Energy Economics, Elsevier, vol. 103(C).
    38. Zhou, P. & Ang, B.W. & Wang, H., 2012. "Energy and CO2 emission performance in electricity generation: A non-radial directional distance function approach," European Journal of Operational Research, Elsevier, vol. 221(3), pages 625-635.
    39. Nugent, Jeffrey B. & Lu, Jiaxuan, 2021. "China's outward foreign direct investment in the Belt and Road Initiative: What are the motives for Chinese firms to invest?," China Economic Review, Elsevier, vol. 68(C).
    40. Chen, Po-Chi & Yu, Ming-Miin & Chang, Ching-Cheng & Hsu, Shih-Hsun, 2008. "Total factor productivity growth in China's agricultural sector," China Economic Review, Elsevier, vol. 19(4), pages 580-593, December.
    41. Zhang, Zibin & Ye, Jianliang, 2015. "Decomposition of environmental total factor productivity growth using hyperbolic distance functions: A panel data analysis for China," Energy Economics, Elsevier, vol. 47(C), pages 87-97.
    42. Cheng, Zhonghua & Liu, Jun & Li, Lianshui & Gu, Xinbei, 2020. "Research on meta-frontier total-factor energy efficiency and its spatial convergence in Chinese provinces," Energy Economics, Elsevier, vol. 86(C).
    43. Cozza, C. & Rabellotti, R. & Sanfilippo, M., 2015. "The impact of outward FDI on the performance of Chinese firms," China Economic Review, Elsevier, vol. 36(C), pages 42-57.
    44. Zhi-Fu Mi & Yi-Ming Wei & Bing Wang & Jing Meng & Zhu Liu & Yuli Shan & Jingru Liu & Dabo Guan, 2017. "Socioeconomic impact assessment of China's CO2 emissions peak prior to 2030," CEEP-BIT Working Papers 103, Center for Energy and Environmental Policy Research (CEEP), Beijing Institute of Technology.
    45. Pan, Xiongfeng & Chu, Junhui & Tian, Mengyuan & Li, Mengna, 2022. "Non-linear effects of outward foreign direct investment on total factor energy efficiency in China," Energy, Elsevier, vol. 239(PD).
    46. Zhang, Dongyang, 2021. "Green credit regulation, induced R&D and green productivity: Revisiting the Porter Hypothesis," International Review of Financial Analysis, Elsevier, vol. 75(C).
    47. Kearsley, Aaron & Riddel, Mary, 2010. "A further inquiry into the Pollution Haven Hypothesis and the Environmental Kuznets Curve," Ecological Economics, Elsevier, vol. 69(4), pages 905-919, February.
    48. Daoping Wang & Kerui Du & Ning Zhang, 2022. "Measuring technical efficiency and total factor productivity change with undesirable outputs in Stata," Stata Journal, StataCorp LP, vol. 22(1), pages 103-124, March.
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