Abstract
In recent years, China has constantly strengthened environmental regulation (ER) to force the manufacturing industry to upgrade. This study theoretically analyzes interaction mechanism of ER on the upgrading of manufacturing industry through foreign direct investment (FDI) and technological innovation (TI) and carries out empirical verification by using provincial panel data from 2000 to 2016 in China. The results demonstrate that the current ER intensity in China is unable to directly promote the upgrading of manufacturing industry, while through the interaction effects of FDI and TI do boost the upgrading of the industry. The above mechanisms are also robust even if we take the regional heterogeneity into consideration. Basic education and urbanization are favorable for the upgrading of the manufacturing industry. However, the increase in dependence on foreign trade is not conducive to upgrading manufacturing industry. Chinese government should further strengthen ER and give full play of the interaction mechanism of ER to guide the flow of foreign investment and force enterprises to carry out TI. In the meanwhile, Chinese government also needs to ensure balanced regional development, thus better promoting the upgrading of manufacturing industry.
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Notes
In this research, we merge the three provinces in the Northeast into the eastern region, then the region divisions are shown as follows: the eastern region mainly includes 13 provinces and cities, i.e., Beijing, Tianjin, Hebei, Liaoning, Jilin, Heilongjiang, Shanghai, Jiangsu, Zhejiang, Shandong, Fujian, Guangdong, and Hainan. The central region mainly comprises 6 provinces, i.e., Shanxi, Anhui, Jiangxi, Henan, Hubei, and Hunan. Furthermore, the western region mainly consists of 11 provinces and cities, i.e., Inner Mongolia Autonomous Region, Guangxi Zhuang Autonomous Region, Chongqing, Sichuan, Guizhou, Yunnan, Shaanxi, Gansu, Qinghai, Ningxia Hui Autonomous Region, and Xinjiang Uygur Autonomous Region. Owing to lots of data of Tibet Autonomous Region are absent, this study only selects panel data of these 30 provinces and cities.
References
Abdouli M, Hammami S (2016) Economic growth, FDI inflows and their impact on the environment: an empirical study for the MENA countries. Qual Quant 51(1):1–26
Anwar S, Sun S (2018) Foreign direct investment and export quality upgrading in China’s manufacturing sector. Int Rev Econ Financ 54:289–298
Armando SV, Ricardo MS, Alonso AI (2013) An empirical analysis of the nonlinear relationship between environmental regulation and manufacture productivity. J Appl Econ 16(2):357–372
Birdsall N, Wheeler D (1993) trade policy and industrial pollution in Latin America: where are the pollution havens? J Environ Dev 2(1):137–149
Cai XQ, Lu Y, Wu MQ, Yu L (2016) Does environmental regulation drive away inbound foreign direct investment? Evidence from a quasi-natural experiment in China. J Dev Econ 123:73–85
Cheung KY, Lin P (2004) Spillover effects of FDI on innovation in China: evidence from the provincial data. China Econ Rev 15(1):25–44
Chung S (2014) Environmental regulation and foreign direct investment: evidence from South Korea. J Dev Econ 108(C):222–236
Copel BR, Taylor MS (1995) Trade and transboundary pollution. Am Econ Rev 85(4):716–737
Dean JM, Lovely ME, Wang H (2009) Are foreign investors attracted to weak environmental regulations? Evaluating the evidence from China. J Dev Econ 90(1):0–13
Eskeland GS, Harrison AE (2003) Moving to greener pastures? Multinationals and the pollution haven hypothesis. J Dev Econ 70(1):1–23
Feng W, Ji G, Pardalos PM (2017) Effects of government regulations on manufacturer’s behaviors under carbon emission reduction. Environ Sci Pollut Res 26(18):17918–17926 1-9
Fu YH, Ye XS, Wang ZX (2014) The selection of technology process path of manufacturing structure optimization——an empirical analysis based on dynamic panel data model. China Ind Econ 9(9):79–90
Gábor H (2002) Restructuring through FDI in Romanian manufacturing. Econ Syst 26(4):387–394
Gollop FM, Roberts MJ (1983) Environmental regulations and productivity growth: the case of fossil-fueled electric power generation. J Polit Econ 91(4):654–674
Gong Z, Chen X (2017) Analysis of interval data envelopment efficiency model considering different distribution characteristics—based on environmental performance evaluation of the manufacturing industry. Sustainability 9(12):2080
Gray WB (2001) The cost of regulation: OSHA, EPA and the productivity slowdown. Am Econ Rev 77(77):998–1006
Guo LL, Qu Y, Tseng ML (2017) The interaction effects of environmental regulation and technological innovation on regional green growth performance. J Clean Prod 162:894–902
Hamamoto M (2006) Environmental regulation and the productivity of Japanese manufacturing industries. Resour Energy Econ 28(4):299–312
Han YH, Huang LX, Wang XB (2017) Do industrial policies promote industrial structure upgrading? Theory and evidence from China’s development-oriented local government. Economic Research Journal 52(08):33–48
Jaffe AB, Palmer K (1997) Environmental regulation and innovation: a panel data study. Rev Econ Stat 79(4):610–619
Kang YQ, Xie BC, Wang J, Wang YN (2018) Environmental assessment and investment strategy for China’s manufacturing industry: a non-radial DEA based analysis. J Clean Prod 175:501–511
Keller W, Levinson A (2002) Pollution abatement costs and foreign direct investment inflows to U.S. States. Rev Econ Stat 84(4):691–703
Liu JJ, Luo SC (2018) Housing price rise, factor flow and upgrading of manufacturing industry. Modern Econ Sci 40(06):98–106
Liu J, Ran M (2015) An analysis of environmental regulation influence on production technological progress of industry. Sci Res Manag 36(02):107–114
Lin MH, Yang YZ (2011) Environmental regulation and technology innovation: evidence from China. Energy Procedia 5:572–576
Lu Y, Tao ZG, Zhu LM (2017) Identifying FDI spillovers. J Int Econ 107:75–90
Ning L, Wang F (2018) Does FDI bring environmental knowledge spillovers to developing countries? The Role of the local industrial structure. Environ Resour Econ 71(2):381–405
Orlic E, Hashi I, Hisarciklilar M (2018) Cross sectoral FDI spillovers and their impact on manufacturing productivity. Int Bus Rev 27(4):777–796
Porter ME, Linde CVD (1995) Toward a new conception of the environment-competitiveness relationship. J Econ Perspect 9(4):97–118
Roos G (2016) Design-based innovation for manufacturing firm success in high-cost operating environments. She Ji: The Journal of Design, Economics, and Innovation 2(1):5–28
Song ML, Wang SH, Sun J (2018) Environmental regulations, staff quality, green technology, R&D efficiency, and profit in manufacturing. Technol Technol Forecast Soc Chang 133:1–14
Wang W, Yu B, Yan X, Yao X, Liu Y (2017b) Estimation of innovation’s green performance: a range-adjusted measure approach to assess the unified efficiency of China’s manufacturing industry. J Clean Prod 149:919–924
Wang ZX, Hao P, Yao PY (2017a) Non-Linear relationship between economic growth and CO2 emissions in China: an empirical study based on panel smooth transition regression models. Int J Environ Res Public Health 14(12):1568
Wang ZX, Li Q (2019) Modelling the nonlinear relationship between CO2 emissions and economic growth using a PSO algorithm-based grey Verhulst model. J Clean Prod 207:214–224
Xie RH, Yuan YJ, Huang JJ (2017) Different types of environmental regulations and heterogeneous influence on “Green” productivity: evidence from China. Ecol Econ 132:104–112
Yang CH, Tseng YH, Chen CP (2012) Environmental regulations, induced R&D, and productivity: evidence from Taiwan’s manufacturing industries. Resour Energy Econ 34(4):514–532
Yang, J., He, Z. Y., Cong, J. H. (2016) Environmental regulation, FDI of manufacturing industry and threshold effect. On Econ Problems (11), 24-28.
Yang LG, Gong SH, Wang B et al (2018) Human capital, technology progress and manufacturing upgrading. China Soft Sci 1:138–148
Yuan BL, Xiang Q (2018) Environmental regulation, industrial innovation and green development of Chinese manufacturing: based on an extended CDM model. J Clean Prod 176:895–908
Zeng B, Li C (2016) Forecasting the natural gas demand in China using a self-adapting intelligent grey model. Energy 112:810–825
Zeng B, Li C (2018) Improved multi-variable grey forecasting model with a dynamic background-value coefficient and its application. Comput Ind Eng 118: 278-290
Zhang L (2017) The knowledge spillover effects of FDI on the productivity and efficiency of research activities in China. China Econ Rev 42:1–14
Zhang T, Yao H (2018) The improvement on the implementation level of environmental policies is demanded in China. Environ Sci Pollut Res 25:1–4
Zhao X, Sun BW (2015) The influence of Chinese environmental regulation on corporation innovation and competitiveness. J Clean Prod 112(4):1528–1536
Acknowledgements
The authors are grateful to the editors and the anonymous reviewers for their insightful comments and suggestions. This research is supported by the National Natural Science Foundation of China (Grant No.71373226).
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Hu, WQ., Jin, T. & Liu, Y. Effects of environmental regulation on the upgrading of Chinese manufacturing industry. Environ Sci Pollut Res 26, 27087–27099 (2019). https://doi.org/10.1007/s11356-019-05808-5
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DOI: https://doi.org/10.1007/s11356-019-05808-5