Research article

Path to green development: the role environmental regulation and labor skill premium on green total factor energy efficiency

  • Received: 23 August 2022 Revised: 18 October 2022 Accepted: 24 October 2022 Published: 26 October 2022
  • JEL Codes: K23, Q40, Q55

  • Improving energy efficiency is critical to breaking the resource curse. Using the GML Productivity Index, we measured the China's green total factor energy efficiency (GTFEE) and systematically explored the effects of environmental regulations on GTFEE. This article focuses on the threshold effect of environmental regulation (ER) on GTFEE at different skill premium levels. The conclusion shows that the impact of ER on GTFEE is expressed as a U-shaped relationship. ER can not only directly increase the skill premium, but also indirectly improve the GTFEE by increasing the skill premium. In addition, the threshold effect analysis suggests that skills premiums can enhance the role of ER in promoting GTFEE. Based on a new perspective on labor skills premiums, this study analyzes the mechanisms of environmental regulation to promote GTFEE, which has enlightening significance for improving the pollution control effect of ER and promoting carbon neutrality in China.

    Citation: Siyu Ren, Haitao Wu. Path to green development: the role environmental regulation and labor skill premium on green total factor energy efficiency[J]. Green Finance, 2022, 4(4): 387-410. doi: 10.3934/GF.2022019

    Related Papers:

  • Improving energy efficiency is critical to breaking the resource curse. Using the GML Productivity Index, we measured the China's green total factor energy efficiency (GTFEE) and systematically explored the effects of environmental regulations on GTFEE. This article focuses on the threshold effect of environmental regulation (ER) on GTFEE at different skill premium levels. The conclusion shows that the impact of ER on GTFEE is expressed as a U-shaped relationship. ER can not only directly increase the skill premium, but also indirectly improve the GTFEE by increasing the skill premium. In addition, the threshold effect analysis suggests that skills premiums can enhance the role of ER in promoting GTFEE. Based on a new perspective on labor skills premiums, this study analyzes the mechanisms of environmental regulation to promote GTFEE, which has enlightening significance for improving the pollution control effect of ER and promoting carbon neutrality in China.



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    [1] Alpay E, Hari A, Kambouri M, et al. (2010) Gender issues in the university research environment. Eur J Eng Educ 35: 135–145.
    [2] Ambec S, Cohen MA, Elgie S, et al. (2013) The Porter hypothesis at 20: can environmental regulation enhance innovation and competitiveness? Rev Environ Econ Pol 7: 222. https://doi.org/10.1093/reep/res016 doi: 10.1093/reep/res016
    [3] Becker RA, Pasurka Jr C, Shadbegian RJ (2013) Do environmental regulations disproportionately affect small businesses? Evidence from the Pollution Abatement Costs and Expenditures survey. J Environ Econo Manage 66: 523538. https://doi.org/10.1016/j.jeem.2013.08.001 doi: 10.1016/j.jeem.2013.08.001
    [4] Berman E, Bui LT (2001) Environmental regulation and productivity: evidence from oil refineries. Rev Econ Stat 83: 498510. https://doi.org/10.1162/00346530152480144 doi: 10.1162/00346530152480144
    [5] Blackman, A. (2008) Can voluntary environmental regulation work in developing countries? Lessons from case studies. Pol Stud J 36: 119141. https://doi.org/10.1111/j.1541-0072.2007.00256.x doi: 10.1111/j.1541-0072.2007.00256.x
    [6] Blackman A, Li Z, Liu AA (2018) Efficacy of command-and-control and market-based environmental regulation in developing countries. Annu Rev Resour Econ 10: 381404. https://doi.org/10.1146/annurev-resource-100517-023144 doi: 10.1146/annurev-resource-100517-023144
    [7] Cai W, Lai KH, Liu C, et al. (2019) Promoting sustainability of manufacturing industry through the lean energy-saving and emission-reduction strategy. Sci Total Environ 665: 2332. https://doi.org/10.1016/j.scitotenv.2019.02.069 doi: 10.1016/j.scitotenv.2019.02.069
    [8] Cai X, Zhu B, Zhang H, et al. (2020) Can direct environmental regulation promote green technology innovation in heavily polluting industries? Evidence from Chinese listed companies. Sci Total Environ 746: 140810. https://doi.org/10.1016/j.scitotenv.2020.140810 doi: 10.1016/j.scitotenv.2020.140810
    [9] Callan SJ, Thomas JM (2013) Environmental economics and management: Theory, policy, and applications. Cengage Learning.
    [10] Chen H, Hao Y, Li J, et al. (2018) The impact of environmental regulation, shadow economy, and corruption on environmental quality: Theory and empirical evidence from China. J Clean Prod 195: 200214. https://doi.org/10.1016/j.jclepro.2018.05.206 doi: 10.1016/j.jclepro.2018.05.206
    [11] Chen X, Chen YE, Chang CP (2019) The effects of environmental regulation and industrial structure on carbon dioxide emission: a non-linear investigation. Environ Sci Pollut Res 26: 3025230267. https://doi.org/10.1007/s11356-019-06150-6 doi: 10.1007/s11356-019-06150-6
    [12] Chen X, Fu Q, Chang CP (2021) What are the shocks of climate change on clean energy investment: A diversified exploration. Energy Econ 95: 105136. https://doi.org/10.1016/j.eneco.2021.105136 doi: 10.1016/j.eneco.2021.105136
    [13] Copeland BR, Taylor MS (2013) Trade and the Environment. Princeton University Press.
    [14] Fan M, Yang P, Li Q (2022) Impact of environmental regulation on green total factor productivity: a new perspective of green technological innovation. Environ Sci Pollut Res 29: 116. https://doi.org/10.1007/s11356-022-19576-2 doi: 10.1007/s11356-022-19576-2
    [15] Guo X, Fu L, Sun X (2021) Can Environmental Regulations Promote Greenhouse Gas Abatement in OECD Countries? Command-and-Control vs. Market-Based Policies. Sustainability 13: 6913. https://doi.org/10.3390/su13126913 doi: 10.3390/su13126913
    [16] Hao Y, Ba N, Ren S, et al. (2021) How does international technology spillover affect China's carbon emissions? A new perspective through intellectual property protection. Sust Prod Consumption 25: 577590. https://doi.org/10.1016/j.spc.2020.12.008 doi: 10.1016/j.spc.2020.12.008
    [17] Hao Y, Guo Y, Wu H (2022) The role of information and communication technology on green total factor energy efficiency: Does environmental regulation work? Bus Strategy Environ 31: 403424. https://doi.org/10.1002/bse.2901 doi: 10.1002/bse.2901
    [18] Hassan ST, Khan SUD, Xia E, et al. (2020) Role of institutions in correcting environmental pollution: An empirical investigation. Sust Cities Soc 53: 101901. https://doi.org/10.1016/j.scs.2019.101901 doi: 10.1016/j.scs.2019.101901
    [19] Hazilla M, Kopp RJ (1990) Social cost of environmental quality regulations: A general equilibrium analysis. J Polit Econ 98: 853873. https://doi.org/10.1086/261709 doi: 10.1086/261709
    [20] Hu JL, Wang SC (2006) Total-factor energy efficiency of regions in China. Energy Policy 34: 32063217. https://doi.org/10.1016/j.enpol.2005.06.015 doi: 10.1016/j.enpol.2005.06.015
    [21] Huang QH, Hu JF, Chen XD (2018) Environmental regulation and green total factor productivity: Dilemma or win-win. China Popul Resour Environ 28: 140149.
    [22] Jia S, Qiu Y, Yang C (2021) Sustainable Development Goals, Financial Inclusion, and Grain Security Efficiency. Agronomy 11: 2542. https://doi.org/10.3390/agronomy11122542 doi: 10.3390/agronomy11122542
    [23] Jin W, Zhang HQ, Liu SS, et al. (2019) Technological innovation, environmental regulation, and green total factor efficiency of industrial water resources. J Clean Prod 211: 6169. https://doi.org/10.1016/j.jclepro.2018.11.172 doi: 10.1016/j.jclepro.2018.11.172
    [24] Kim RE, Bosselmann K (2015) Operationalizing sustainable development: ecological integrity as a grundnorm of international law. Rev Eur Comp Int Environ Law 24: 194208. https://doi.org/10.1111/reel.12109 doi: 10.1111/reel.12109
    [25] Li P, Chen Y (2019) The influence of enterprises' bargaining power on the green total factor productivity effect of environmental regulation—evidence from China. Sustainability 11: 4910. https://doi.org/10.3390/su11184910 doi: 10.3390/su11184910
    [26] Lin J, Xu C (2017) The impact of environmental regulation on total factor energy efficiency: A cross-region analysis in China. Energies 10: 1578. https://doi.org/10.3390/en10101578 doi: 10.3390/en10101578
    [27] Liu H, Lei H, Zhou Y (2022) How does green trade affect the environment? Evidence from China. J Econ Anal 1: 127.
    [28] Liu M, Tan R, Zhang B (2021) The costs of "blue sky": Environmental regulation, technology upgrading, and labor demand in China. J Dev Econ 150: 102610. https://doi.org/10.1016/j.jdeveco.2020.102610 doi: 10.1016/j.jdeveco.2020.102610
    [29] Liu Y, Wang J (2020) Environmental pollution, environmental regulation, and labor income share. Environ Sci Pollut Res 27: 4516145174. https://doi.org/10.1007/s11356-020-10408-9 doi: 10.1007/s11356-020-10408-9
    [30] Lv C, Shao C, Lee CC (2021) Green technology innovation and financial development: Do environmental regulation and innovation output matter? Energy Econ 98: 105237. https://doi.org/10.1016/j.eneco.2021.105237 doi: 10.1016/j.eneco.2021.105237
    [31] Mandal SK (2010) Do undesirable output and environmental regulation matter in energy efficiency analysis? Evidence from Indian cement industry. Energy Policy 38: 60766083. https://doi.org/10.1016/j.enpol.2010.05.063 doi: 10.1016/j.enpol.2010.05.063
    [32] Mbanyele W, Wang F (2022). Environmental regulation and technological innovation: Evidence from China. Environ Sci Pollut Res 29: 1289012910. https://doi.org/10.1007/s11356-021-14975-3 doi: 10.1007/s11356-021-14975-3
    [33] McMichael AJ (2013) Globalization, climate change, and human health. N Engl J Med 368: 13351343. https://doi.org/10.1056/NEJMra1109341 doi: 10.1056/NEJMra1109341
    [34] Meierrieks D (2021) Weather shocks, climate change and human health. World Dev 138: 105228. https://doi.org/10.1016/j.worlddev.2020.105228 doi: 10.1016/j.worlddev.2020.105228
    [35] Millimet DL, Roy J (2016) Empirical tests of the pollution haven hypothesis when environmental regulation is endogenous. J Appl Econometrics 31: 652677. https://doi.org/10.1002/jae.2451 doi: 10.1002/jae.2451
    [36] Mishra V, Smyth R (2012) Environmental regulation and wages in China. J Environ Plann Manage 55: 10751093.
    [37] Naso P, Huang Y, Swanson T (2017) The porter hypothesis goes to china: Spatial development, environmental regulation and productivity. Cies Res Pap.
    [38] Ouyang X, Shao Q, Zhu X, et al. (2019) Environmental regulation, economic growth and air pollution: Panel threshold analysis for OECD countries. Sci Total Environ 657: 234241. https://doi.org/10.1016/j.scitotenv.2018.12.056 doi: 10.1016/j.scitotenv.2018.12.056
    [39] Qiu S, Wang Z, Geng S (2021) How do environmental regulation and foreign investment behavior affect green productivity growth in the industrial sector? An empirical test based on Chinese provincial panel data. J Environ Manage 287: 112282. https://doi.org/10.1016/j.jenvman.2021.112282 doi: 10.1016/j.jenvman.2021.112282
    [40] Ravindra K, Rattan P, Mor S, et al. (2019) Generalized additive models: Building evidence of air pollution, climate change and human health. Environ Int 132: 104987. https://doi.org/10.1016/j.envint.2019.104987 doi: 10.1016/j.envint.2019.104987
    [41] Reinhardt F (1999) Market failure and the environmental policies of firms: Economic rationales for "beyond compliance" behavior. J Ind Ecol 3: 921. https://doi.org/10.1162/108819899569368 doi: 10.1162/108819899569368
    [42] Ren S, Hao Y, Wu H (2021) How Does Green Investment Affect Environmental Pollution? Evidence from China. Environ Resour Econ 81: 2551. https://doi.org/10.1007/s10640-021-00615-4 doi: 10.1007/s10640-021-00615-4
    [43] Ren S, Liu Z, Zhanbayev R, et al. (2022) Does the internet development put pressure on energy-saving potential for environmental sustainability? Evidence from China. J Econ Anal 1: 81101.
    [44] Rosa EA, Dietz T (2012) Human drivers of national greenhouse-gas emissions. Nat Clim Change 2: 581586. https://doi.org/10.1038/nclimate1506 doi: 10.1038/nclimate1506
    [45] Shao S, Yang L (2014). Natural resource dependence, human capital accumulation, and economic growth: A combined explanation for the resource curse and the resource blessing. Energy Policy 74: 632642. https://doi.org/10.1016/j.enpol.2014.07.007 doi: 10.1016/j.enpol.2014.07.007
    [46] Shen X, Lin B (2020) Policy incentives, R&D investment, and the energy intensity of China's manufacturing sector. J Clean Prod 255: 120208. https://doi.org/10.1016/j.jclepro.2020.120208 doi: 10.1016/j.jclepro.2020.120208
    [47] Shu K, Lu Y, Yu Kuai, et al. (2021). Influences of environmental regulations on skill premium: mediating effect of industrial structure optimization. Environ Econ Pol Stud 23: 245273. https://doi.org/10.1007/s10018-020-00288-1 doi: 10.1007/s10018-020-00288-1
    [48] Song M, Xie Q, Wang S, et al. (2021). Intensity of environmental regulation and environmentally biased technology in the employment market. Omega 100: 102201. https://doi.org/10.1016/j.omega.2020.102201 doi: 10.1016/j.omega.2020.102201
    [49] Su Y, Li Z, Yang C (2021) Spatial interaction spillover effects between digital financial technology and urban ecological efficiency in China: an empirical study based on spatial simultaneous equations. Int J Environ Res Public Health 18: 8535. https://doi.org/10.3390/ijerph18168535 doi: 10.3390/ijerph18168535
    [50] Wang A, Hu S, Lin B (2021) Can environmental regulation solve pollution problems? Theoretical model and empirical research based on the skill premium. Energy Econ 94: 105068. https://doi.org/10.1016/j.eneco.2020.105068 doi: 10.1016/j.eneco.2020.105068
    [51] Wang X, Sun C, Wang S, et al. (2018) Going green or going away? A spatial empirical examination of the relationship between environmental regulations, biased technological progress, and green total factor productivity. Int J Environ Res Public Health 15: 1917. https://doi.org/10.3390/ijerph15091917 doi: 10.3390/ijerph15091917
    [52] Wang Y, Shen N (2016) Environmental regulation and environmental productivity: The case of China. Renewable Sust Energy Rev 62: 758766. https://doi.org/10.1016/j.rser.2016.05.048 doi: 10.1016/j.rser.2016.05.048
    [53] Wang Y, Yan W, Ma D, et al. (2018) Carbon emissions and optimal scale of China's manufacturing agglomeration under heterogeneous environmental regulation. J Clean Prod 176: 140150. https://doi.org/10.1016/j.jclepro.2017.12.118 doi: 10.1016/j.jclepro.2017.12.118
    [54] Wei Y, Liu X (2006) Productivity spillovers from R&D, exports and FDI in China's manufacturing sector. J Int Bus Stud 37: 544557. https://doi.org/10.1057/palgrave.jibs.8400209 doi: 10.1057/palgrave.jibs.8400209
    [55] Wu H, Hao Y, Ren S (2020a) How do environmental regulation and environmental decentralization affect green total factor energy efficiency: Evidence from China. Energy Econ 91: 104880. https://doi.org/10.1016/j.eneco.2020.104880 doi: 10.1016/j.eneco.2020.104880
    [56] Wu H, Xu L, Ren S, et al. (2020b) How do energy consumption and environmental regulation affect carbon emissions in China? New evidence from a dynamic threshold panel model. Resour Policy 67: 101678. https://doi.org/10.1016/j.resourpol.2020.101678 doi: 10.1016/j.resourpol.2020.101678
    [57] Wu H, Xue Y, Hao Y, et al. (2021) How does internet development affect energy-saving and emission reduction? Evidence from China. Energy Econ 103: 105577. https://doi.org/10.1016/j.eneco.2021.105577 doi: 10.1016/j.eneco.2021.105577
    [58] Xu X, Hou P, Liu Y (2022) The impact of heterogeneous environmental regulations on the technology innovation of urban green energy: a study based on the panel threshold model. Green Financ 1: 115136. https://doi.org/10.3934/GF.2022006 doi: 10.3934/GF.2022006
    [59] Yang J, Guo H, Liu B, et al. (2018) Environmental regulation and the Pollution Haven Hypothesis: do environmental regulation measures matter? J Clean Prod 202: 9931000. https://doi.org/10.1016/j.jclepro.2018.08.144 doi: 10.1016/j.jclepro.2018.08.144
    [60] Yang X, Wang J, Cao J, et al. (2021b) The spatial spillover effect of urban sprawl and fiscal decentralization on air pollution: Evidence from 269 cities in China. Empirical Econ 63: 129. https://doi.org/10.1007/s00181-021-02151-y doi: 10.1007/s00181-021-02151-y
    [61] Yang X, Wu H, Ren S, et al. (2021a) Does the development of the internet contribute to air pollution control in China? Mechanism discussion and empirical test. Struct Change Econ Dyn 56: 207224. https://doi.org/10.1016/j.strueco.2020.12.001 doi: 10.1016/j.strueco.2020.12.001
    [62] Yao Y, Hu D, Yang C, et al. (2021) The impact and mechanism of fintech on green total factor productivity. Green Financ 3: 198221. https://doi.org/10.3934/GF.2021011 doi: 10.3934/GF.2021011
    [63] Yu DH, Sun T (2017) Environmental regulation, skill premium and international competitiveness of manufacturing industry. China Ind Econ 5: 3553.
    [64] Yuan B, Xiang Q (2018) Environmental regulation, industrial innovation and green development of Chinese manufacturing: Based on an extended CDM model. J Clean Prod 176: 895908. https://doi.org/10.1016/j.jclepro.2017.12.034 doi: 10.1016/j.jclepro.2017.12.034
    [65] Zhang G, Liu W, Duan H (2020a) Environmental regulation policies, local government enforcement and pollution-intensive industry transfer in China. Comput Ind Eng 148: 106748. https://doi.org/10.1016/j.cie.2020.106748 doi: 10.1016/j.cie.2020.106748
    [66] Zhang H (2016) Exploring the impact of environmental regulation on economic growth, energy use, and CO2 emissions nexus in China. Nat Hazards 84: 213231. https://doi.org/10.1007/s11069-016-2417-7 doi: 10.1007/s11069-016-2417-7
    [67] Zhang K, Xu D, Li S (2019) The impact of environmental regulation on environmental pollution in China: An empirical study based on the synergistic effect of industrial agglomeration. Environ sci pollut res 26: 2577525788. https://doi.org/10.1007/s11356-019-05854-z doi: 10.1007/s11356-019-05854-z
    [68] Zhang W, Li G, Uddin MK, et al. (2020b) Environmental regulation, foreign investment behavior, and carbon emissions for 30 provinces in China. J Clean Prod 248: 119208. https://doi.org/10.1016/j.jclepro.2019.119208 doi: 10.1016/j.jclepro.2019.119208
    [69] Zheng C, Deng F, Zhuo C, et al. (2022) Green Credit Policy, Institution Supply and Enterprise Green Innovation. J Econ Anal 1: 2851.
    [70] Zheng J, He J, Shao X, et al. (2022) The employment effects of environmental regulation: Evidence from eleventh five-year plan in China. J Environ Manage 316: 115197. https://doi.org/10.1016/j.jenvman.2022.115197 doi: 10.1016/j.jenvman.2022.115197
    [71] Zhou H, Qu S, Wu Z, et al. (2020) A study of environmental regulation, technological innovation, and energy consumption in China based on spatial econometric models and panel threshold models. Environ Sci Pollut Res 27: 3789437910. https://doi.org/10.1007/s11356-020-09793-y doi: 10.1007/s11356-020-09793-y
    [72] Zhu S, He C, Liu Y (2014) Going green or going away: Environmental regulation, economic geography and firms' strategies in China's pollution-intensive industries. Geoforum 55: 5365. https://doi.org/10.1016/j.geoforum.2014.05.004 doi: 10.1016/j.geoforum.2014.05.004
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