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The role of information and communication technology on green total factor energy efficiency: Does environmental regulation work?

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  • Yu Hao
  • Yunxia Guo
  • Haitao Wu

Abstract

China is gradually changing its pursuit of rapid economic growth into a pursuit of economic development quality. In this context, whether “cyberpower” and “digital China” strategies are truly conducive to China's sustainable development still needs to be further tested. This paper constructs China's provincial information and communication technology (ICT) comprehensive development level index from the four dimensions of penetration, coverage, information resources, and business and then innovatively undertakes a theoretical framework integrating ICT, environmental regulations, and green total factor energy efficiency (GTFEE) for the analysis. Using panel data from China's 30 provincial administrative regions from 2006 to 2017, this study explores the direct impact, moderating effect, nonlinear relationship, and regional differences of ICT development on GTFEE. It is indicated that ICT development plays a positive role in promoting GTFEE and that this role is moderated by environmental regulations. The regression results of the dynamic threshold model indicate that diverse environmental regulation intensities lead to different influences of ICT development on GTFEE. Moreover, the impact of ICT development on GTFEE is heterogeneous among different regions. Specifically, the western region may gain more benefits from ICT development by virtue of the late‐mover advantage.

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  • Yu Hao & Yunxia Guo & Haitao Wu, 2022. "The role of information and communication technology on green total factor energy efficiency: Does environmental regulation work?," Business Strategy and the Environment, Wiley Blackwell, vol. 31(1), pages 403-424, January.
    • Handle: RePEc:bla:bstrat:v:31:y:2022:i:1:p:403-424
    DOI: 10.1002/bse.2901
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    as
    1. Menzie D. Chinn & Robert W. Fairlie, 2007. "The determinants of the global digital divide: a cross-country analysis of computer and internet penetration," Oxford Economic Papers, Oxford University Press, vol. 59(1), pages 16-44, January.
    2. Brian R. Copeland & M. Scott Taylor, 2004. "Trade, Growth, and the Environment," Journal of Economic Literature, American Economic Association, vol. 42(1), pages 7-71, March.
    3. Lars-Hendrik Roller & Leonard Waverman, 2001. "Telecommunications Infrastructure and Economic Development: A Simultaneous Approach," American Economic Review, American Economic Association, vol. 91(4), pages 909-923, September.
    4. Paul Lanoie & Michel Patry & Richard Lajeunesse, 2008. "Environmental regulation and productivity: testing the porter hypothesis," Journal of Productivity Analysis, Springer, vol. 30(2), pages 121-128, October.
    5. Nina Czernich & Oliver Falck & Tobias Kretschmer & Ludger Woessmann, 2011. "Broadband Infrastructure and Economic Growth," Economic Journal, Royal Economic Society, vol. 121(552), pages 505-532, May.
    6. Honma, Satoshi & Hu, Jin-Li, 2009. "Total-factor energy productivity growth of regions in Japan," Energy Policy, Elsevier, vol. 37(10), pages 3941-3950, October.
    7. Yann Ménière & Antoine Dechezleprêtre & Matthieu Glachant & Ivan Hascic & N. Johnstone, 2011. "Invention and transfer of climate change mitigation technologies: a study drawing on patent data," Post-Print hal-00869795, HAL.
    8. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    9. Antoine Dechezleprêtre & Matthieu Glachant & Ivan Haščič & Nick Johnstone & Yann Ménière, 2011. "Invention and Transfer of Climate Change--Mitigation Technologies: A Global Analysis," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 5(1), pages 109-130, Winter.
    10. David Roodman, 2009. "How to do xtabond2: An introduction to difference and system GMM in Stata," Stata Journal, StataCorp LP, vol. 9(1), pages 86-136, March.
    11. Bin Li & Litao Duan & Geng Peng & Benfu Lv, 2019. "Internet Plus Strategy and Transformation and Upgrading of Traditional Enterprises," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 9(6), pages 712-723, June.
    12. Bert Hofman & Min Zhao & Yoichiro Ishihara, 2007. "Asian Development Strategies: China And Indonesia Compared," Bulletin of Indonesian Economic Studies, Taylor & Francis Journals, vol. 43(2), pages 171-200.
    13. Arik Levinson & M. Scott Taylor, 2008. "Unmasking The Pollution Haven Effect," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 49(1), pages 223-254, February.
    14. Jaffe, Adam B. & Newell, Richard G. & Stavins, Robert N., 2003. "Chapter 11 Technological change and the environment," Handbook of Environmental Economics, in: K. G. Mäler & J. R. Vincent (ed.), Handbook of Environmental Economics, edition 1, volume 1, chapter 11, pages 461-516, Elsevier.
    15. Michael Greenstone & John A. List & Chad Syverson, 2011. "The Effects of Environmental Regulation on the Competiveness of U.S. Manufacturing," Working Papers 11-03, Center for Economic Studies, U.S. Census Bureau.
    16. Rubashkina, Yana & Galeotti, Marzio & Verdolini, Elena, 2015. "Environmental regulation and competitiveness: Empirical evidence on the Porter Hypothesis from European manufacturing sectors," Energy Policy, Elsevier, vol. 83(C), pages 288-300.
    17. Eli Berman & Linda T. M. Bui, 2001. "Environmental Regulation And Productivity: Evidence From Oil Refineries," The Review of Economics and Statistics, MIT Press, vol. 83(3), pages 498-510, August.
    18. Zhang, Chunhong & Liu, Haiying & Bressers, Hans Th.A. & Buchanan, Karen S., 2011. "Productivity growth and environmental regulations - accounting for undesirable outputs: Analysis of China's thirty provincial regions using the Malmquist–Luenberger index," Ecological Economics, Elsevier, vol. 70(12), pages 2369-2379.
    19. Paul Lanoie & Jérémy Laurent‐Lucchetti & Nick Johnstone & Stefan Ambec, 2011. "Environmental Policy, Innovation and Performance: New Insights on the Porter Hypothesis," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 20(3), pages 803-842, September.
    20. Matthieu Glachant & Antoine Dechezleprêtre & Ivan Hascic & Nick Johnstone & Yann Ménière, 2009. "Invention and Transfer of Climate Change Mitigation Technologies on a Global Scale: A Study Drawing on Patent Data," Working Papers 2009.82, Fondazione Eni Enrico Mattei.
    21. Jong-Wha Lee, 2017. "China's economic growth and convergence," The World Economy, Wiley Blackwell, vol. 40(11), pages 2455-2474, November.
    22. Wu, Haitao & Hao, Yu & Ren, Siyu, 2020. "How do environmental regulation and environmental decentralization affect green total factor energy efficiency: Evidence from China," Energy Economics, Elsevier, vol. 91(C).
    23. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    24. Gunnar Eliasson, 2013. "The Internet as a Global Production Reorganizer: The Old Industry in the New Economy," Economic Complexity and Evolution, in: Andreas Pyka & Esben Sloth Andersen (ed.), Long Term Economic Development, edition 127, pages 243-271, Springer.
    25. Shu Yu & Takaya Yuizono, 2021. "A Proximity Approach to Understanding University-Industry Collaborations for Innovation in Non-Local Context: Exploring the Catch-Up Role of Regional Absorptive Capacity," Sustainability, MDPI, vol. 13(6), pages 1-19, March.
    26. Choi, Changkyu, 2010. "The effect of the Internet on service trade," Economics Letters, Elsevier, vol. 109(2), pages 102-104, November.
    27. Wang, Yan & Shen, Neng, 2016. "Environmental regulation and environmental productivity: The case of China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 62(C), pages 758-766.
    28. Bin Li & Litao Duan & Geng Peng & Benfu Lv, 2019. "Internet Plus Strategy and Transformation and Upgrading of Traditional Enterprises," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 9(6), pages 712-723.
    29. Levinson, Arik, 1996. "Environmental regulations and manufacturers' location choices: Evidence from the Census of Manufactures," Journal of Public Economics, Elsevier, vol. 62(1-2), pages 5-29, October.
    30. Vaninsky, Alexander, 2018. "Energy-environmental efficiency and optimal restructuring of the global economy," Energy, Elsevier, vol. 153(C), pages 338-348.
    31. 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.
    32. Manuel Frondel & Jens Horbach & Klaus Rennings, 2007. "End‐of‐pipe or cleaner production? An empirical comparison of environmental innovation decisions across OECD countries," Business Strategy and the Environment, Wiley Blackwell, vol. 16(8), pages 571-584, December.
    33. Sadorsky, Perry, 2012. "Information communication technology and electricity consumption in emerging economies," Energy Policy, Elsevier, vol. 48(C), pages 130-136.
    34. J. Yannis Bakos, 1997. "Reducing Buyer Search Costs: Implications for Electronic Marketplaces," Management Science, INFORMS, vol. 43(12), pages 1676-1692, December.
    35. Cayford, Randall & Yim, Y. B. Youngbin, 2004. "Personalized Demand-Responsive Transit Service," Institute of Transportation Studies, Research Reports, Working Papers, Proceedings qt29j111ts, Institute of Transportation Studies, UC Berkeley.
    36. Yanni Yu & Yongrok Choi, 2015. "Measuring Environmental Performance Under Regional Heterogeneity in China: A Metafrontier Efficiency Analysis," Computational Economics, Springer;Society for Computational Economics, vol. 46(3), pages 375-388, October.
    37. Josep Lluís Carrion-i-Silvestre & Tomás del Barrio-Castro & Enrique López-Bazo, 2005. "Breaking the panels: An application to the GDP per capita," Econometrics Journal, Royal Economic Society, vol. 8(2), pages 159-175, July.
    38. Heidi A. Pickman, 1998. "The effect of environmental regulation on environmental innovation," Business Strategy and the Environment, Wiley Blackwell, vol. 7(4), pages 223-233, September.
    39. Ren, Siyu & Hao, Yu & Xu, Lu & Wu, Haitao & Ba, Ning, 2021. "Digitalization and energy: How does internet development affect China's energy consumption?," Energy Economics, Elsevier, vol. 98(C).
    40. Hancevic, Pedro Ignacio, 2016. "Environmental regulation and productivity: The case of electricity generation under the CAAA-1990," Energy Economics, Elsevier, vol. 60(C), pages 131-143.
    41. Bowles, Samuel, 1985. "The Production Process in a Competitive Economy: Walrasian, Neo-Hobbesian, and Marxian Models," American Economic Review, American Economic Association, vol. 75(1), pages 16-36, March.
    42. Zhihua Tian & Yanfang Tian & Yang Chen & Shuai Shao, 2020. "The economic consequences of environmental regulation in China: From a perspective of the environmental protection admonishing talk policy," Business Strategy and the Environment, Wiley Blackwell, vol. 29(4), pages 1723-1733, May.
    43. Huub Meijers, 2014. "Does the internet generate economic growth, international trade, or both?," International Economics and Economic Policy, Springer, vol. 11(1), pages 137-163, February.
    44. Hao, Yu & Gai, Zhiqiang & Wu, Haitao, 2020. "How do resource misallocation and government corruption affect green total factor energy efficiency? Evidence from China," Energy Policy, Elsevier, vol. 143(C).
    45. David Roodman, 2006. "How to Do xtabond2," North American Stata Users' Group Meetings 2006 8, Stata Users Group.
    46. Wu, Yanrui, 2000. "Is China's economic growth sustainable? A productivity analysis," China Economic Review, Elsevier, vol. 11(3), pages 278-296.
    47. Oyedepo, Sunday Olayinka, 2012. "On energy for sustainable development in Nigeria," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(5), pages 2583-2598.
    48. Wu, Haitao & Hao, Yu & Ren, Siyu & Yang, Xiaodong & Xie, Guo, 2021. "Does internet development improve green total factor energy efficiency? Evidence from China," Energy Policy, Elsevier, vol. 153(C).
    49. Duro, Juan Antonio & Alcántara, Vicent & Padilla, Emilio, 2010. "International inequality in energy intensity levels and the role of production composition and energy efficiency: An analysis of OECD countries," Ecological Economics, Elsevier, vol. 69(12), pages 2468-2474, October.
    50. Pargal, Sheoli & Mani, Muthukumara, 2000. "Citizen Activism, Environmental Regulation, and the Location of Industrial Plants: Evidence from India," Economic Development and Cultural Change, University of Chicago Press, vol. 48(4), pages 829-846, July.
    51. Deborah Aiken & Rolf Färe & Shawna Grosskopf & Carl Pasurka, 2009. "Pollution Abatement and Productivity Growth: Evidence from Germany, Japan, the Netherlands, and the United States," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 44(1), pages 11-28, September.
    52. Hongshan Ai & Shenglan Hu & Ke Li & Shuai Shao, 2020. "Environmental regulation, total factor productivity, and enterprise duration: Evidence from China," Business Strategy and the Environment, Wiley Blackwell, vol. 29(6), pages 2284-2296, September.
    53. repec:clg:wpaper:2008-02 is not listed on IDEAS
    54. Jules Pretty & Craig Brett & David Gee & Rachel Hine & Chris Mason & James Morison & Matthew Rayment & Gert Van Der Bijl & Thomas Dobbs, 2001. "Policy Challenges and Priorities for Internalizing the Externalities of Modern Agriculture," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 44(2), pages 263-283.
    55. Lin, Boqiang & Xu, Mengmeng, 2018. "Regional differences on CO2 emission efficiency in metallurgical industry of China," Energy Policy, Elsevier, vol. 120(C), pages 302-311.
    56. Shuai Shao & Zhigao Hu & Jianhua Cao & Lili Yang & Dabo Guan, 2020. "Environmental Regulation and Enterprise Innovation: A Review," Business Strategy and the Environment, Wiley Blackwell, vol. 29(3), pages 1465-1478, March.
    57. Cole, Matthew A. & Elliott, Robert J.R. & Wu, Shanshan, 2008. "Industrial activity and the environment in China: An industry-level analysis," China Economic Review, Elsevier, vol. 19(3), pages 393-408, September.
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