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Towards sustainable development: How does technological innovation drive the increase in green total factor productivity?

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  • Meiling Wang
  • Silu Pang
  • Ikram Hmani
  • Ilham Hmani
  • Cunfang Li
  • Zhengxia He

Abstract

This study aims to assess the impact of technological innovation on green total factor productivity (GTFP), within Organization for Economic Cooperation and Development (OECD) countries, by using a panel data over the period 1996–2017. The results show that technological innovation has a significant positive influence on GTFP. The interaction between technological innovation and the economic development level has a significant negative impact on GTFP. However, the interaction between technological innovation and foreign direct investment (FDI) has no significant influence on GTFP. In addition, technological innovation has a positive effect on GTFP when the economic development level is lower than the threshold value. However, technological innovation has an otherwise insignificant promotional effect. Technological innovation has a positive effect on GTFP when FDI is below the threshold value, and it has a slightly significant positive impact when FDI exceeds the threshold value. Therefore, various measures should be taken to guide technological innovation and improve its quality to promote GTFP and realize sustainable development.

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  • Meiling Wang & Silu Pang & Ikram Hmani & Ilham Hmani & Cunfang Li & Zhengxia He, 2021. "Towards sustainable development: How does technological innovation drive the increase in green total factor productivity?," Sustainable Development, John Wiley & Sons, Ltd., vol. 29(1), pages 217-227, January.
    • Handle: RePEc:wly:sustdv:v:29:y:2021:i:1:p:217-227
    DOI: 10.1002/sd.2142
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    as
    1. Hussinger, Katrin & Pacher, Sebastian, 2019. "Information ambiguity, patents and the market value of innovative assets," Research Policy, Elsevier, vol. 48(3), pages 665-675.
    2. Dong-hyun Oh, 2010. "A global Malmquist-Luenberger productivity index," Journal of Productivity Analysis, Springer, vol. 34(3), pages 183-197, December.
    3. Borghesi, Simone & Cainelli, Giulio & Mazzanti, Massimiliano, 2015. "Linking emission trading to environmental innovation: Evidence from the Italian manufacturing industry," Research Policy, Elsevier, vol. 44(3), pages 669-683.
    4. Dariush Khezrimotlagh & Yao Chen, 2018. "Data Envelopment Analysis," International Series in Operations Research & Management Science, in: Decision Making and Performance Evaluation Using Data Envelopment Analysis, chapter 0, pages 217-234, Springer.
    5. Gene M. Grossman & Alan B. Krueger, 1995. "Economic Growth and the Environment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(2), pages 353-377.
    6. Wang, Shaojian & Shi, Chenyi & Fang, Chuanglin & Feng, Kuishuang, 2019. "Examining the spatial variations of determinants of energy-related CO2 emissions in China at the city level using Geographically Weighted Regression Model," Applied Energy, Elsevier, vol. 235(C), pages 95-105.
    7. Yigang Wei & Yan Li & Xinjing Liu & Meiyu Wu, 2020. "Sustainable development and green gross domestic product assessments in megacities based on the emergy analysis method—A case study of Wuhan," Sustainable Development, John Wiley & Sons, Ltd., vol. 28(1), pages 294-307, January.
    8. Madsen, Jakob B., 2007. "Technology spillover through trade and TFP convergence: 135 years of evidence for the OECD countries," Journal of International Economics, Elsevier, vol. 72(2), pages 464-480, July.
    9. Bruce E. Hansen, 2000. "Sample Splitting and Threshold Estimation," Econometrica, Econometric Society, vol. 68(3), pages 575-604, May.
    10. Bi, Gong-Bing & Song, Wen & Zhou, P. & Liang, Liang, 2014. "Does environmental regulation affect energy efficiency in China's thermal power generation? Empirical evidence from a slacks-based DEA model," Energy Policy, Elsevier, vol. 66(C), pages 537-546.
    11. Li, Jian & Strange, Roger & Ning, Lutao & Sutherland, Dylan, 2016. "Outward foreign direct investment and domestic innovation performance: Evidence from China," International Business Review, Elsevier, vol. 25(5), pages 1010-1019.
    12. Zhang, Chuanguo & Zhou, Xiangxue, 2016. "Does foreign direct investment lead to lower CO2 emissions? Evidence from a regional analysis in China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 58(C), pages 943-951.
    13. Wang, Shaojian & Li, Guangdong & Fang, Chuanglin, 2018. "Urbanization, economic growth, energy consumption, and CO2 emissions: Empirical evidence from countries with different income levels," Renewable and Sustainable Energy Reviews, Elsevier, vol. 81(P2), pages 2144-2159.
    14. Shijin Wang & Guihong Hua & Cunfang Li, 2019. "Urbanization, Air Quality, and the Panel Threshold Effect in China Based on Kernel Density Estimation," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 55(15), pages 3575-3590, December.
    15. Yingying Zhou & Yaru Xu & Chuanzhe Liu & Zhuoqing Fang & Xinyue Fu & Mingzhao He, 2019. "The Threshold Effect of China’s Financial Development on Green Total Factor Productivity," Sustainability, MDPI, vol. 11(14), pages 1-23, July.
    16. Tian, Peng & Lin, Boqiang, 2017. "Promoting green productivity growth for China's industrial exports: Evidence from a hybrid input-output model," Energy Policy, Elsevier, vol. 111(C), pages 394-402.
    17. Danish & JianWu Zhang & Syed Tauseef Hassan & Kashif Iqbal, 2020. "Toward achieving environmental sustainability target in Organization for Economic Cooperation and Development countries: The role of real income, research and development, and transport infrastructure," Sustainable Development, John Wiley & Sons, Ltd., vol. 28(1), pages 83-90, January.
    18. Herui Cui & Haoran Wang & Qiaozhi Zhao, 2019. "Which factors stimulate industrial green total factor productivity growth rate in China? An industrial aspect," Greenhouse Gases: Science and Technology, Blackwell Publishing, vol. 9(3), pages 505-518, June.
    19. Chaofan Chen & Qingxin Lan & Ming Gao & Yawen Sun, 2018. "Green Total Factor Productivity Growth and Its Determinants in China’s Industrial Economy," Sustainability, MDPI, vol. 10(4), pages 1-25, April.
    20. Huang, Chia-Hui & Hou, Tony Chieh-Tse, 2019. "Innovation, research and development, and firm profitability in Taiwan: Causality and determinants," International Review of Economics & Finance, Elsevier, vol. 59(C), pages 385-394.
    21. Song, Malin & Du, Juntao & Tan, Kim Hua, 2018. "Impact of fiscal decentralization on green total factor productivity," International Journal of Production Economics, Elsevier, vol. 205(C), pages 359-367.
    22. Liu, Zuankuo & Xin, Li, 2019. "Has China's Belt and Road Initiative promoted its green total factor productivity？——Evidence from primary provinces along the route," Energy Policy, Elsevier, vol. 129(C), pages 360-369.
    23. Zhijun Feng & Wei Chen, 2018. "Environmental Regulation, Green Innovation, and Industrial Green Development: An Empirical Analysis Based on the Spatial Durbin Model," Sustainability, MDPI, vol. 10(1), pages 1-22, January.
    24. Yanhong Liu & Xinjian Huang & Weiliang Chen, 2019. "Threshold Effect of High-Tech Industrial Scale on Green Development—Evidence from Yangtze River Economic Belt," Sustainability, MDPI, vol. 11(5), pages 1-21, March.
    25. Pastor, Jesus T. & Lovell, C.A. Knox, 2005. "A global Malmquist productivity index," Economics Letters, Elsevier, vol. 88(2), pages 266-271, August.
    26. Noailly, Joëlle & Smeets, Roger, 2015. "Directing technical change from fossil-fuel to renewable energy innovation: An application using firm-level patent data," Journal of Environmental Economics and Management, Elsevier, vol. 72(C), pages 15-37.
    27. Jürgen Bitzer & Holger Görg, 2009. "Foreign Direct Investment, Competition and Industry Performance," The World Economy, Wiley Blackwell, vol. 32(2), pages 221-233, February.
    28. Feng Tao & Huiqin Zhang & Yi Hu & Andrew A. Duncan, 2017. "Growth of Green Total Factor Productivity and Its Determinants of Cities in China: A Spatial Econometric Approach," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 53(9), pages 2123-2140, September.
    29. Malin Song & Hui Li, 2020. "Total factor productivity and the factors of green industry in Shanxi Province, China," Growth and Change, Wiley Blackwell, vol. 51(1), pages 488-504, March.
    30. Hong, Jin & Feng, Bing & Wu, Yanrui & Wang, Liangbing, 2016. "Do government grants promote innovation efficiency in China's high-tech industries?," Technovation, Elsevier, vol. 57, pages 4-13.
    31. Werner Antweiler & Brian R. Copeland & M. Scott Taylor, 2001. "Is Free Trade Good for the Environment?," American Economic Review, American Economic Association, vol. 91(4), pages 877-908, September.
    32. Ghulam Samad & Rabia Manzoor, 2015. "Green Growth: Important Determinants," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 60(02), pages 1-15.
    33. Xia, Fan & Xu, Jintao, 2020. "Green total factor productivity: A re-examination of quality of growth for provinces in China," China Economic Review, Elsevier, vol. 62(C).
    34. Zhu, Xuehong & Chen, Ying & Feng, Chao, 2018. "Green total factor productivity of China's mining and quarrying industry: A global data envelopment analysis," Resources Policy, Elsevier, vol. 57(C), pages 1-9.
    35. Bampatsou, Christina & Halkos, George, 2018. "Dynamics of productivity taking into consideration the impact of energy consumption and environmental degradation," Energy Policy, Elsevier, vol. 120(C), pages 276-283.
    36. Tone, Kaoru, 2001. "A slacks-based measure of efficiency in data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 130(3), pages 498-509, May.
    37. Wu, Ge & Baležentis, Tomas & Sun, Chuanwang & Xu, Shuhua, 2019. "Source control or end-of-pipe control: Mitigating air pollution at the regional level from the perspective of the Total Factor Productivity change decomposition," Energy Policy, Elsevier, vol. 129(C), pages 1227-1239.
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    7. Ruichao Liu & Xiaoyan Zhang & Pengcheng Wang, 2022. "A Study on the Impact of Fiscal Decentralization on Green Development from the Perspective of Government Environmental Preferences," IJERPH, MDPI, vol. 19(16), pages 1-22, August.
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