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Energy efficiency and green innovation and its asymmetric impact on CO2 emission in China: a new perspective

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Abstract

Green innovation undoubtedly plays a significant role in generating employment opportunities, improving green economic activity, and increasing environmental sustainability. This study scrutinizes the effect of energy efficiency and green innovation on CO2 emissions for China using nonlinear autoregressive distributed lag (NARDL) from 1991 to 2019. Findings show that energy efficiency and green innovation contribute to reducing CO2 emissions in China. Energy efficiency and green innovation are also important nonlinear determinants of CO2 emissions. An increase in energy efficiency and green innovation lowers CO2 emissions, while a fall in energy efficiency and green innovation increases CO2 emissions in China in the long run. Some policy measures are suggested to attain carbon neutrality.

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References

  • Al-Mulali U, Ozturk I, Solarin SA (2016) Investigating the environmental Kuznets curve hypothesis in seven regions: the role of renewable energy. Ecological indicators 67:267–282

    Article  Google Scholar 

  • Arouri MEH, Youssef AB, M’henni, H., & Rault, C. (2012) Energy consumption, economic growth and CO2 emissions in Middle East and North African countries. Energy policy 45:342–349

    Article  Google Scholar 

  • Aslam B, Hu J, Majeed MT, Andlib Z, Ullah S (2021) Asymmetric macroeconomic determinants of CO 2 emission in China and policy approaches. Environmental Science and Pollution Research:1–14

  • Bahmani-Oskooee M, Akhtar P, Ullah S, Majeed MT (2020) Exchange rate risk and uncertainty and trade flows: asymmetric evidence from Asia. Journal of Risk and Financial Management 13(6):128

    Article  Google Scholar 

  • Cantore N, Calì M, te Velde DW (2016) Does energy efficiency improve technological change and economic growth in developing countries? Energy Policy 92:279–285

    Article  Google Scholar 

  • Dinda S (2004) Environmental Kuznets curve hypothesis: a survey. Ecological economics 49(4):431–455

    Article  Google Scholar 

  • Filippini M, Zhang L (2016) Estimation of the energy efficiency in Chinese provinces. Energy Efficiency 9(6):1315–1328

    Article  Google Scholar 

  • Grossman, G. M., & Krueger, A. B. (1991). Environmental impacts of a North American Free Trade Agreement. NBER Working Paper, (w3914).

  • Hussain M, Dogan E (2021) The role of institutional quality and environment-related technologies in environmental degradation for BRICS. Journal of Cleaner Production 304:127059

    Article  CAS  Google Scholar 

  • Hussain, M., Mir, G. M., Usman, M., Ye, C., & Mansoor, S. (2020). Analysing the role of environment-related technologies and carbon emissions in emerging economies: a step towards sustainable development. Environmental Technology, 1-9.

  • Lin B, Moubarak M (2014) Renewable energy consumption–economic growth nexus for China. Renewable and Sustainable Energy Reviews 40:111–117

    Article  Google Scholar 

  • Martínez-Moya J, Vazquez-Paja B, Maldonado JAG (2019) Energy efficiency and CO2 emissions of port container terminal equipment: evidence from the Port of Valencia. Energy Policy 131:312–319

    Article  Google Scholar 

  • Maskus, K. (2010). Differentiated intellectual property regimes for environmental and climate technologies. OECD Environment Working Papers, (17).

  • Mensah CN, Long X, Dauda L, Boamah KB, Salman M (2019) Innovation and CO2 emissions: the complimentary role of eco-patent and trademark in the OECD economies. Environmental Science and Pollution Research 26(22):22878–22891

    Article  CAS  Google Scholar 

  • Ozturk I, Al-Mulali U (2015) Investigating the validity of the environmental Kuznets curve hypothesis in Cambodia. Ecological Indicators 57:324–330

    Article  CAS  Google Scholar 

  • Pardo N, Moya JA, Mercier A (2011) Prospective on the energy efficiency and CO2 emissions in the EU cement industry. Energy 36(5):3244–3254

    Article  Google Scholar 

  • Patterson MG (1996) What is energy efficiency?: concepts, indicators and methodological issues. Energy policy 24(5):377–390

    Article  Google Scholar 

  • Pesaran MH, Shin Y, Smith RJ (2001) Bounds testing approaches to the analysis of level relationships. Journal of applied econometrics 16(3):289–326

    Article  Google Scholar 

  • Shin, Y., Yu, B., & Greenwood-Nimmo, M. (2014). Modelling asymmetric cointegration and dynamic multipliers in a nonlinear ARDL framework. In Festschrift in honor of Peter Schmidt (pp. 281-314). Springer, New York, NY.

  • Su CW, Xie Y, Shahab S, Faisal C, Nadeem M, Hafeez M, Qamri GM (2021) Towards achieving sustainable development: role of technology innovation, technology adoption and CO2 emission for BRICS. International Journal of Environmental Research and Public Health 18(1):277

    Article  CAS  Google Scholar 

  • Tajudeen IA, Wossink A, Banerjee P (2018) How significant is energy efficiency to mitigate CO2 emissions? Evidence from OECD countries. Energy Economics 72:200–221

    Article  Google Scholar 

  • Ullah S, Ozturk I, Majeed MT, Ahmad W (2021) Do technological innovations have symmetric or asymmetric effects on environmental quality? Evidence from Pakistan. Journal of Cleaner Production 316:128239

    Article  Google Scholar 

  • Ulucak R (2020) How do environmental technologies affect green growth? Evidence from BRICS economies. Science of the Total Environment 712:136504

    Article  Google Scholar 

  • Usman, A., Bahmani-Oskoee, M., Anwar, S., & Ullah, S. (2021a). Is there J-curve effect in the trade between Pakistan and United Kingdom? Asymmetric evidence from industry level data. The Singapore Economic Review, 1-21.

  • Usman A, Ozturk I, Hassan A, Zafar SM, Ullah S (2021b) The effect of ICT on energy consumption and economic growth in South Asian economies: an empirical analysis. Telematics and Informatics 58:101537

    Article  Google Scholar 

  • Usman A, Ozturk I, Ullah S, Hassan A (2021c) Does ICT have symmetric or asymmetric effects on CO2 emissions? Evidence from selected Asian economies. Technology in Society 67:101692

    Article  Google Scholar 

  • Wu F, Fan LW, Zhou P, Zhou DQ (2012) Industrial energy efficiency with CO2 emissions in China: a nonparametric analysis. Energy Policy 49:164–172

    Article  CAS  Google Scholar 

  • Wurlod JD, Noailly J (2018a) The impact of green innovation on energy intensity: an empirical analysis for 14 industrial sectors in OECD countries. Energy Economics 71:47–61

    Article  Google Scholar 

  • Wurlod JD, Noailly J (2018b) The impact of green innovation on energy intensity: an empirical analysis for 14 industrial sectors in OECD countries. Energy Economics 71:47–61

    Article  Google Scholar 

  • Yuelan P, Akbar MW, Hafeez M, Ahmad M, Zia Z, Ullah S (2019) The nexus of fiscal policy instruments and environmental degradation in China. Environmental Science and Pollution Research 26(28):28919–28932

    Article  Google Scholar 

  • Zhao S, Hafeez M, Faisal CMN (2021) Does ICT diffusion lead to energy efficiency and environmental sustainability in emerging Asian economies? Environmental Science and Pollution Research:1–10

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Data availability

The datasets used and/or analyzed during the current study are available from the corresponding author on reasonable request.

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This idea was given by Yue Li. Yue Li, Chuan Zhang, and Ahmed Usman analyzed the data and wrote the complete paper. While Shixiang Li read and approved the final version.

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Correspondence to Shixiang Li or Ahmed Usman.

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Li, Y., Zhang, C., Li, S. et al. Energy efficiency and green innovation and its asymmetric impact on CO2 emission in China: a new perspective. Environ Sci Pollut Res 29, 47810–47817 (2022). https://doi.org/10.1007/s11356-022-19161-7

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  • DOI: https://doi.org/10.1007/s11356-022-19161-7

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