Research article

The impact of heterogeneous environmental regulations on the technology innovation of urban green energy: a study based on the panel threshold model

  • Received: 12 December 2021 Revised: 18 February 2022 Accepted: 25 February 2022 Published: 28 February 2022
  • JEL Codes: J23, P18

  • Since the Porter hypothesis was proposed, environmental regulation has been recognized as a critical factor influencing technology innovation. However, there is no unified conclusion on whether the relationship between the two is linear or non-linear, and environmental regulation is always examined from single angles. Therefore, according to the difference of environmental regulation implementation subjects, this paper divides environmental regulation into formal regulation and informal regulation. Utilizing the panel data of 281 prefecture-level and above cities in China from 2011-2019, the non-linear effects of heterogeneous environmental regulations on green energy technology innovation are analyzed based on the panel threshold model, and the non-linear relationship between the two under the difference in urban economic development level is further considered. The results indicate that: (1) The threshold effect of the environmental regulations on China's green energy technology innovation is significant, and there is heterogeneity in the effects of different environmental regulations. (2) At present, positive relationship are observed between the informal environmental regulation and green energy technology innovation in China, while the formal environmental regulation exerts a significant inhibitory effect on green energy technology innovation. (3) The level of regional economic development plays a significantly positive role in moderating the relationship between environmental regulation and green energy innovation. However, there exists a certain heterogeneity in the moderating role between the formal regulation-innovation link and informal regulation-innovation relationship. This study provides a reference for further clarifying the relationship between heterogeneous environmental regulations and green energy technology innovation.

    Citation: Xueying Xu, Peng Hou, Yue Liu. The impact of heterogeneous environmental regulations on the technology innovation of urban green energy: a study based on the panel threshold model[J]. Green Finance, 2022, 4(1): 115-136. doi: 10.3934/GF.2022006

    Related Papers:

  • Since the Porter hypothesis was proposed, environmental regulation has been recognized as a critical factor influencing technology innovation. However, there is no unified conclusion on whether the relationship between the two is linear or non-linear, and environmental regulation is always examined from single angles. Therefore, according to the difference of environmental regulation implementation subjects, this paper divides environmental regulation into formal regulation and informal regulation. Utilizing the panel data of 281 prefecture-level and above cities in China from 2011-2019, the non-linear effects of heterogeneous environmental regulations on green energy technology innovation are analyzed based on the panel threshold model, and the non-linear relationship between the two under the difference in urban economic development level is further considered. The results indicate that: (1) The threshold effect of the environmental regulations on China's green energy technology innovation is significant, and there is heterogeneity in the effects of different environmental regulations. (2) At present, positive relationship are observed between the informal environmental regulation and green energy technology innovation in China, while the formal environmental regulation exerts a significant inhibitory effect on green energy technology innovation. (3) The level of regional economic development plays a significantly positive role in moderating the relationship between environmental regulation and green energy innovation. However, there exists a certain heterogeneity in the moderating role between the formal regulation-innovation link and informal regulation-innovation relationship. This study provides a reference for further clarifying the relationship between heterogeneous environmental regulations and green energy technology innovation.



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    [1] Ardito L, Petruzzelli AM, Albino V (2016) Investigating the antecedents of general purpose technologies: A patent perspective in the green energy field. J Eng Technol Manage 39: 81-100. https://doi.org/10.1016/j.jengtecman.2016.02.002 doi: 10.1016/j.jengtecman.2016.02.002
    [2] Blackman A (2010) Alternative pollution control policies in developing countries. Rev Environ Econ Policy 4: 234-253. https://doi.org/10.1093/reep/req005 doi: 10.1093/reep/req005
    [3] Chao X, Lian Y (2020) Win-win Strategy for China's Environmental Regulation and Economic Development. https://doi.org/10.36689/uhk/hed/2020-01-029
    [4] Du WJ, Li MJ (2016) Nonlinear impact of environmental regulations on product innovation. Stud Sci Sci 34: 462-470. https://doi.org/10.16192/j.cnki.1003-2053.2016.03.017. doi: 10.16192/j.cnki.1003-2053.2016.03.017
    [5] Du Y, Li Z, Du J, et al. (2019) Public environmental appeal and innovation of heavy-polluting enterprises. J Cleaner Prod 222: 1009-1022. https://doi.org/10.1016/j.jclepro.2019.03.035 doi: 10.1016/j.jclepro.2019.03.035
    [6] Feng Z, Chen W (2018) Environmental regulation, green innovation, and industrial green development: An empirical analysis based on the Spatial Durbin model. Sustainability 10: 223. https://doi.org/10.3390/su10010223 doi: 10.3390/su10010223
    [7] Glaeser EL, Kallal HD, Scheinkman JA, et al. (1992) Growth in cities. J Political Economy 100: 1126-1152. https://doi.org/10.1086/261856 doi: 10.1086/261856
    [8] Guo Q, Zhou M, Liu N, et al. (2019) Spatial effects of environmental regulation and green credits on green technology innovation under low-carbon economy background conditions. Int J Environ Res Public Health 16: 3027. https://doi.org/10.3390/ijerph16173027 doi: 10.3390/ijerph16173027
    [9] Guo Y, Xia X, Zhang S, et al. (2018) Environmental regulation, government R & D funding and green technology innovation: evidence from China provincial data. Sustainability 10: 940. https://doi.org/10.3390/su10040940 doi: 10.3390/su10040940
    [10] Hansen BE (2019) Threshold effects in non-dynamic panels: Estimation, testing, and inference. J Econometrics 93: 345-368. https://doi.org/10.1016/S0304-4076(99)00025-1 doi: 10.1016/S0304-4076(99)00025-1
    [11] Hudson J, Minea A (2013) Innovation, intellectual property rights, and economic development: a unified empirical investigation. World Dev 46: 66-78. https://doi.org/10.1016/j.worlddev.2013.01.023 doi: 10.1016/j.worlddev.2013.01.023
    [12] Jiang FX, Wang ZJ, Bai JH (2013) The Dual Effect of Environmental Regulations' Impact on Innovation-An Empirical Study Based on Dynamic Panel Data of Jiangsu Manufacturing. China Ind Econ 07: 44-55. https://doi.org/10.19581/j.cnki.ciejournal.2013.07.004. doi: 10.19581/j.cnki.ciejournal.2013.07.004
    [13] Johnstone N, Haščič I, Popp D (2010) Renewable energy policies and technological innovation: evidence based on patent counts. Environ Resour Econ 45: 133-155. https://doi.org/10.1007/s10640-009-9309-1 doi: 10.1007/s10640-009-9309-1
    [14] Kim K, Heo E, Kim Y (2017) Dynamic policy impacts on a technological-change system of renewable energy: an empirical analysis. Environ Resour Econ 66: 205-236. https://doi.org/10.1007/s10640-015-9946-5 doi: 10.1007/s10640-015-9946-5
    [15] Li G, Guo F, Di D (2021) Regional competition, environmental decentralization, and target selection of local governments. Sci Total Environ 755: 142536. https://doi.org/10.1016/j.scitotenv.2020.142536 doi: 10.1016/j.scitotenv.2020.142536
    [16] Li J, Du YX (2021) Spatial effect of environmental regulation on green innovation efficiency: Evidence from prefectural-level cities in China. J Cleaner Prod 286: 125032. https://doi.org/10.1016/j.jclepro.2020.125032 doi: 10.1016/j.jclepro.2020.125032
    [17] Li W, Gu Y, Liu F, et al. (2019) The effect of command-and-control regulation on environmental technological innovation in China: a spatial econometric approach. Environ Sci Pollut Res 26: 34789-34800. https://doi.org/10.1007/s11356-018-3678-3 doi: 10.1007/s11356-018-3678-3
    [18] Li W, Sun H, Tran D K, et al. (2020) The impact of environmental regulation on technological innovation of resource-based industries. Sustainability 12: 6837. https://doi.org/10.3390/su12176837 doi: 10.3390/su12176837
    [19] Lian YJ, Cheng J (2006) Relationship between Capital Structure and Performance with Different Growth Opportunities. Modern Econ Sci 02: 97-103+128.
    [20] Lin H, Zeng SX, Ma HY, et al. (2014) Can political capital drive corporate green innovation? Lessons from China. J Cleaner Prod 64: 63-72. https://doi.org/10.1016/j.jclepro.2013.07.046 doi: 10.1016/j.jclepro.2013.07.046
    [21] Liu SM, Hou P, Gao YK, et al. (2020) Innovation and green total factor productivity in China: a linear and nonlinear investigation. Environ Sci Pollut Res 1-22. https://doi.org/10.1007/s11356-020-11436-1 doi: 10.1007/s11356-020-11436-1
    [22] Liu Y, Liu SM, Xu XY, et al. (2020) Does energy price induce China's green energy innovation? Energies 13: 4034. https://doi.org/10.3390/en13154034 doi: 10.3390/en13154034
    [23] Liu Z, Gong Y (2018) The threshold effect of environmental regulation on green technology innovation capability: An empirical test of chinese manufacturing industries. Ekoloji 27: 503-516.
    [24] Long X, Chen Y, Du J, et al. (2017) The effect of environmental innovation behavior on economic and environmental performance of 182 Chinese firms. J Cleaner Prod 166: 1274-1282. https://doi.org/10.1016/j.jclepro.2017.08.070 doi: 10.1016/j.jclepro.2017.08.070
    [25] Luo Y, Salman M, Lu Z (2021) Heterogeneous impacts of environmental regulations and foreign direct investment on green innovation across different regions in China. Sci Total Environ 759: 143744. https://doi.org/10.1016/j.scitotenv.2020.143744 doi: 10.1016/j.scitotenv.2020.143744
    [26] Nesta L, Vona F, Nicolli (2014) Environmental policies, competition and innovation in renewable energy. J Environ Econ Manage 67: 396-411. https://doi.org/10.1016/j.jeem.2014.01.001 doi: 10.1016/j.jeem.2014.01.001
    [27] Pan XF, Ai BW, Li CY, et al. (2019) Dynamic relationship among environmental regulation, technological innovation and energy efficiency based on large scale provincial panel data in China. Technol Forecast Soc Chang 144: 428-435. https://doi.org/10.1016/j.techfore.2017.12.012 doi: 10.1016/j.techfore.2017.12.012
    [28] Demirel P, Kesidou E (2011) Stimulating different types of eco-innovation in the UK: Government policies and firm motivations. Ecol Econ 8: 1564-1557. https://doi.org/10.1016/j.ecolecon.2011.03.019 doi: 10.1016/j.ecolecon.2011.03.019
    [29] Peng J, Song Y, Tu G, et al. (2021) A study of the dual-target corporate environmental behavior (DTCEB) of heavily polluting enterprises under different environment regulations: Green innovation vs. pollutant emissions. J Cleaner Prod 297: 126602. https://doi.org/10.1016/j.jclepro.2021.126602 doi: 10.1016/j.jclepro.2021.126602
    [30] Porter ME, Van der Linde C (1995) Toward a new conception of the environment-competitiveness relationship. J Econ Perspect 9: 97-118. https://doi.org/10.1257/jep.9.4.97 doi: 10.1257/jep.9.4.97
    [31] Song Y, Yang T Zhang M (2019) Research on the impact of environmental regulation on enterprise technology innovation-an empirical analysis based on Chinese provincial panel data. Environ Sci Pollut Res 26: 21835-21848. https://doi.org/10.1007/s11356-019-05532-0 doi: 10.1007/s11356-019-05532-0
    [32] Su X, Zhou SS (2019) Dual Environmental Regulation, Government Subsidy and Enterprise Innovation Output. China Popul Resour Environ 29: 31-39.
    [33] Tong J, Liu W, Xue J (2016) Environmental regulation, Factor Input Structure and Industrial Transformation. Econ Res J 51: 43-57.
    [34] Vona F, Nicolli F, Nesta L (2012) Determinants of Renewable Energy Innovation: environmental policies vs. market regulation. Documents de Travail de l'OFCE 5.
    [35] Wagner M (2007) On the relationship between environmental management, environmental innovation and patenting: evidence from German manufacturing firms. Res Policy 10: 1587-1602. https://doi.org/10.1016/j.respol.2007.08.004 doi: 10.1016/j.respol.2007.08.004
    [36] Walz R, Marscheider-Weidemann F (2011) Technology-specific absorptive capacities for green technologies in Newly Industrialising Countries. Int J Technol Glob 5: 212-229. https://doi.org/10.1504/ijtg.2011.039765 doi: 10.1504/ijtg.2011.039765
    [37] Wang FX, Mao AH, Li HL, et al. (2013) Quality Measurement and Regional Difference of Urbanization in Shandong Province Based on the Entropy Method. Sci Geogr Sinica 33: 1323-1329. https://doi.org/10.13249/j.cnki.sgs.2013.11.006. doi: 10.13249/j.cnki.sgs.2013.11.006
    [38] Wang S, Fan J, Zhao D, et al. (2016) Regional innovation environment and innovation efficiency: the Chinese case. Technol Anal Strat Manage 28: 396-410. https://doi.org/10.1080/09537325.2015.1095291 doi: 10.1080/09537325.2015.1095291
    [39] Wu J, Deng Y, Huang J, et al. (2013) Incentives and outcomes: China's environmental policy. Natl Bureau Econ Res. https://doi.org/10.3386/w18754 doi: 10.3386/w18754
    [40] Xu. Y (2014) Whether Informal Environmental Regulation from Social Pressure Constraints on China's Industrial Pollution? Financ Trade Res 25: 7-15. https://doi.org/10.19337/j.cnki.34-1093/f.2014.02.002. doi: 10.19337/j.cnki.34-1093/f.2014.02.002
    [41] Yan Z, Zou B, Du K, et al. (2020) Do renewable energy technology innovations promote China's green productivity growth? Fresh evidence from partially linear functional-coefficient models. Energy Econ 90: 104842. https://doi.org/10.1016/j.eneco.2020.104842 doi: 10.1016/j.eneco.2020.104842
    [42] Yi M, Fang X, Wen L, et al. (2019) The heterogeneous effects of different environmental policy instruments on green technology innovation. Int J Environ Res Public Health 16: 4660. https://doi.org/10.3390/ijerph16234660 doi: 10.3390/ijerph16234660
    [43] Zhang H (2014) The Green Paradox Puzzle: Interpretation from the Perspective of Local Government Competition. J Financ Econ 40:114-127. https://doi.org/10.16538/j.cnki.jfe.2014.12.001. doi: 10.16538/j.cnki.jfe.2014.12.001
    [44] Zhang P, Zhang PP, Cai GQ (2016) Comparative Study on Impacts of Different Types of Environmental Regulation on Enterprise Technological Innovation. China Popul Resour Environ 26: 8-13.
    [45] Zheng Y, Peng J, Xiao J, et al. (2020) Industrial structure transformation and provincial heterogeneity characteristics evolution of air pollution: Evidence of a threshold effect from China. Atmos Pollut Res 11: 598-609. https://doi.org/10.1016/j.apr.2019.12.011 doi: 10.1016/j.apr.2019.12.011
    [46] Zheng S, Wu J, Kahn ME, et al. (2012) The nascent market for "green" real estate in Beijing. Eur Econ Rev 56: 974-984. https://doi.org/10.1016/j.euroecorev.2012.02.012 doi: 10.1016/j.euroecorev.2012.02.012
    [47] Zhou HH, Wang SL (2016) Study on the Influential Mechanism of Formal and Informal Environmental Regulations on Green Innovation. Soft Sci 30: 47-51. https://doi.org/10.13956/j.ss.1001-8409.2016.08.11. doi: 10.13956/j.ss.1001-8409.2016.08.11
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