Effects of local and civil environmental regulation on green total factor productivity in China: A spatial Durbin econometric analysis

This paper employs metafrontier malmquist luenberger index and a spatial Durbin model to investigate the influence of both local and civil environmental regulation and its spatial spillover effect on green total factor productivity in 273 cities of China in 2003–2013. According to city political attribute and regional differences, this article divides the sample city into six categories. The results show that effect of local environmental regulation on green total factor productivity is significantly positive in high political attribute cities (A1 and A2 zone), but negative effects in lower political attribute cities (B2 and B3 zone). Moreover, the ‘race to the top’ results in significantly positive spatial spillover effects from local environmental regulation on green total factor productivity in high political attribute cities (A1 and A2 zone), while the ‘race to the bottom’ causes significantly negative spatial spillover effects in lower political attribute cities (B2 and B3 zone). As for civil environmental regulation, it has positive direct and indirect effects in promoting green total factor productivity. We further find that environmental regulation inhibits the original technological innovation of enterprises, which suggests that government should reduce market intervention, improve enterprise flexibility of market change, and promote enterprises to carry out the original technological innovation. Thus, the government and citizen should make targeted pollution-reduction policies for the green total factor productivity increase.

[1]  Yabin Zhang,et al.  Does civil environmental protection force the growth of China's industrial green productivity? Evidence from the perspective of rent-seeking , 2015 .

[2]  Pandej Chintrakarn,et al.  Environmental regulation and U.S. states' technical inefficiency , 2008 .

[3]  Hans Bressers,et al.  Productivity growth and environmental regulations - accounting for undesirable outputs: Analysis of China's thirty provincial regions using the Malmquist–Luenberger index , 2011 .

[4]  Yan Wang,et al.  Environmental regulation and environmental productivity: The case of China , 2016 .

[5]  Jun Dong,et al.  Energy-saving power generation dispatching in China: Regulations, pilot projects and policy recommendations—A review , 2015 .

[6]  Josh Ederington,et al.  Is Environmental Policy a Secondary Trade Barrier? An Empirical Analysis , 2000 .

[7]  Chi-yuan Liang Industrial Structure Changes and the Measurement of Total Factor Productivity Growth: The Krugman-Kim-Lau-Young Hypothesis Revisited , 2009 .

[8]  Behrouz Arabi,et al.  Eco-efficiency change in power plants: using a slacks-based measure for the meta-frontier Malmquist–Luenberger productivity index , 2015 .

[9]  Pedro Simões,et al.  Influence of regulation on the productivity of waste utilities. What can we learn with the Portuguese experience? , 2012, Waste management.

[10]  A. Sánchez-Vargas,et al.  An Empirical Analysis of the Nonlinear Relationship Between Environmental Regulation and Manufacturing Productivity , 2013 .

[11]  Paul Lanoie,et al.  Environmental Policy, Innovation and Performance: New Insights on the Porter Hypothesis , 2011 .

[12]  Ali Emrouznejad,et al.  Evaluation of research in efficiency and productivity: A survey and analysis of the first 30 years , 2008 .

[13]  Lei Shi,et al.  The aggregate effect of air pollution regulation on CO2 mitigation in China's manufacturing industry: an econometric analysis , 2017 .

[14]  S. Zeng,et al.  Corporate behavior and competitiveness: impact of environmental regulation on Chinese firms , 2015 .

[15]  J. Paul Elhorst,et al.  Dynamic spatial panels: models, methods, and inferences , 2012, J. Geogr. Syst..

[16]  Luc Anselin,et al.  Some robust approaches to testing and estimation in spatial econometrics , 1990 .

[17]  Benno Torgler,et al.  The Determinants of Individuals' Attitudes Towards Preventing Environmental Damage , 2005 .

[18]  D. Wheeler,et al.  Informal Regulation of Industrial Pollution in Developing Countries: Evidence from Indonesia , 1995, Journal of Political Economy.

[19]  J. LeSage,et al.  Spatial Econometric Models , 2010 .

[20]  Rolf Färe,et al.  Directional distance functions and slacks-based measures of efficiency , 2010, Eur. J. Oper. Res..

[21]  Joe Kerkvliet,et al.  Productivity Growth and Environmental Regulation in Mexican and U.S. Food Manufacturing , 2002 .

[22]  Chih-Hai Yang,et al.  Environmental regulations, induced R&D, and productivity: Evidence from Taiwan's manufacturing industries , 2012 .

[23]  Randy A. Becker Local Environmental Regulation and Plant-Level Productivity , 2011 .

[24]  Abraham Charnes,et al.  Measuring the efficiency of decision making units , 1978 .

[25]  Xin Zhao,et al.  The influence of Chinese environmental regulation on corporation innovation and competitiveness , 2016 .

[26]  Lei Liu,et al.  Fighting corruption: A long-standing challenge for environmental regulation in China , 2014 .

[27]  F. Tarp,et al.  Technology transfers, foreign investment and productivity spillovers , 2015 .

[28]  M. S. Taylor,et al.  Unmasking the Pollution Haven Effect , 2004 .

[29]  G. Christainsen,et al.  The contribution of environmental regulations to the slowdown in productivity growth , 1981 .

[30]  Axel Franzen,et al.  Environmental Attitudes in Cross-National Perspective: A Multilevel Analysis of the ISSP 1993 and 2000 , 2010 .

[31]  Jeong-Dong Lee,et al.  A metafrontier approach for measuring Malmquist productivity index , 2010 .

[32]  Kaoru Tone,et al.  An epsilon-based measure of efficiency in DEA - A third pole of technical efficiency , 2009, Eur. J. Oper. Res..

[33]  Paul Lanoie,et al.  The Porter Hypothesis at 20: Can Environmental Regulation Enhance Innovation and Competitiveness? , 2010, Review of Environmental Economics and Policy.

[34]  R. Färe,et al.  Benefit and Distance Functions , 1996 .

[35]  Andrew K. Jorgenson,et al.  The Effects of Affluence, Economic Development, and Environmental Degradation on Environmental Concern: A Multilevel Analysis , 2011 .

[36]  R. Färe,et al.  Accounting for Air Pollution Emissions in Measures of State Manufacturing Productivity Growth , 2001 .

[37]  E. Cavallo,et al.  Financial development and TFP growth: cross-country and industry-level evidence , 1997 .

[38]  Juan-Pablo Montero,et al.  Permits, Standards and Technology Innovation , 2002 .

[39]  Danny Quah,et al.  Empirics for economic growth and convergence , 1996 .

[40]  Rolf Färe,et al.  Productivity and Undesirable Outputs: A Directional Distance Function Approach , 1995 .

[41]  A. Ebenstein The Consequences of Industrialization: Evidence from Water Pollution and Digestive Cancers in China , 2012, Review of Economics and Statistics.

[42]  P. Simões,et al.  On the economic performance of the waste sector. A literature review. , 2012, Journal of environmental management.

[43]  J. LeSage Introduction to spatial econometrics , 2009 .

[44]  Boqiang Lin,et al.  Impact of energy conservation policies on the green productivity in China's manufacturing sector: Evidence from a three-stage DEA model , 2016 .

[45]  M. Porter,et al.  Toward a New Conception of the Environment-Competitiveness Relationship , 1995 .

[46]  Kristof De Witte,et al.  Capturing the environment, a metafrontier approach to the drinking water sector , 2008, Int. Trans. Oper. Res..

[47]  L. Anselin Spatial Econometrics: Methods and Models , 1988 .