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Internet Penetration and the Environmental Kuznets Curve: A Cross-National Analysis

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  • Zhenbo Zhang

    (School of Public Administration, Nanjing Audit University, 86 West Yushan Road, Nanjing 211815, China)

  • Xiaohua Meng

    (Collaborative Innovation Center for Newtype Urbanization and Social Governance of Jiangsu Province, Soochow University, 199 Renai Road, Suzhou 215006, China)

Abstract

The internet has revolutionized the pattern of economic growth and its environmental effects. We investigate the ways in which internet penetration influences the relationship between income and the environment using data from 1996 to 2014 on CO 2 emissions from 115 countries with multiple levels of per capita GDP and internet penetration. Empirical results document the existence of the Environmental Kuznets Curve (EKC) and reveal that internet penetration does generally reduce the actual income level beyond which pollution begins to decrease. Further tests, based on the division of income and period, indicate an increasing negative influence of internet penetration on emissions reduction, with income growth and the environmental effect of the internet evolving from direct and indirect to systemic. We discuss this study’s contributions to further research on income-environment paths and implications for the role of the internet in emissions reduction.

Suggested Citation

  • Zhenbo Zhang & Xiaohua Meng, 2019. "Internet Penetration and the Environmental Kuznets Curve: A Cross-National Analysis," Sustainability, MDPI, vol. 11(5), pages 1-12, March.
  • Handle: RePEc:gam:jsusta:v:11:y:2019:i:5:p:1358-:d:211016
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    1. Jens Malmodin & Åsa Moberg & Dag Lundén & Göran Finnveden & Nina Lövehagen, 2010. "Greenhouse Gas Emissions and Operational Electricity Use in the ICT and Entertainment & Media Sectors," Journal of Industrial Ecology, Yale University, vol. 14(5), pages 770-790, October.
    2. Muhammad Shahbaz & Smile Dube & Ilhan Ozturk & Abdul Jalil, 2015. "Testing the Environmental Kuznets Curve Hypothesis in Portugal," International Journal of Energy Economics and Policy, Econjournals, vol. 5(2), pages 475-481.
    3. Grossman, G.M & Krueger, A.B., 1991. "Environmental Impacts of a North American Free Trade Agreement," Papers 158, Princeton, Woodrow Wilson School - Public and International Affairs.
    4. David H. Romer & Jeffrey A. Frankel, 1999. "Does Trade Cause Growth?," American Economic Review, American Economic Association, vol. 89(3), pages 379-399, June.
    5. Yu Ding & Jian Peng, 2018. "Impacts of Urbanization of Mountainous Areas on Resources and Environment: Based on Ecological Footprint Model," Sustainability, MDPI, vol. 10(3), pages 1-15, March.
    6. 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.
    7. Leitão, Alexandra, 2010. "Corruption and the environmental Kuznets Curve: Empirical evidence for sulfur," Ecological Economics, Elsevier, vol. 69(11), pages 2191-2201, September.
    8. Taskin, Fatma & Zaim, Osman, 2000. "Searching for a Kuznets curve in environmental efficiency using kernel estimation," Economics Letters, Elsevier, vol. 68(2), pages 217-223, August.
    9. Bradford David F. & Fender Rebecca A & Shore Stephen H. & Wagner Martin, 2005. "The Environmental Kuznets Curve: Exploring a Fresh Specification," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 4(1), pages 1-30, June.
    10. Ellegård, Kajsa & Palm, Jenny, 2011. "Visualizing energy consumption activities as a tool for making everyday life more sustainable," Applied Energy, Elsevier, vol. 88(5), pages 1920-1926, May.
    11. Panayotou, Theodore, 1997. "Demystifying the environmental Kuznets curve: turning a black box into a policy tool," Environment and Development Economics, Cambridge University Press, vol. 2(4), pages 465-484, November.
    12. Al-Mulali, Usama & Saboori, Behnaz & Ozturk, Ilhan, 2015. "Investigating the environmental Kuznets curve hypothesis in Vietnam," Energy Policy, Elsevier, vol. 76(C), pages 123-131.
    13. Choi, Changkyu & Hoon Yi, Myung, 2009. "The effect of the Internet on economic growth: Evidence from cross-country panel data," Economics Letters, Elsevier, vol. 105(1), pages 39-41, October.
    14. Arouri, Mohamed El Hedi & Ben Youssef, Adel & M'henni, Hatem & Rault, Christophe, 2012. "Energy consumption, economic growth and CO2 emissions in Middle East and North African countries," Energy Policy, Elsevier, vol. 45(C), pages 342-349.
    15. Ferguson, Ross & Wilkinson, William & Hill, Robert, 2000. "Electricity use and economic development," Energy Policy, Elsevier, vol. 28(13), pages 923-934, November.
    16. Alfaro, Laura & Chanda, Areendam & Kalemli-Ozcan, Sebnem & Sayek, Selin, 2004. "FDI and economic growth: the role of local financial markets," Journal of International Economics, Elsevier, vol. 64(1), pages 89-112, October.
    17. Karki, Shankar K. & Mann, Michael D. & Salehfar, Hossein, 2005. "Energy and environment in the ASEAN: challenges and opportunities," Energy Policy, Elsevier, vol. 33(4), pages 499-509, March.
    18. List, John A. & Gallet, Craig A., 1999. "The environmental Kuznets curve: does one size fit all?," Ecological Economics, Elsevier, vol. 31(3), pages 409-423, December.
    19. Abid Rashid Gill & Kuperan K. Viswanathan & Sallahuddin Hassan, 2018. "A test of environmental Kuznets curve (EKC) for carbon emission and potential of renewable energy to reduce green house gases (GHG) in Malaysia," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 20(3), pages 1103-1114, June.
    20. Wagner, Martin, 2008. "The carbon Kuznets curve: A cloudy picture emitted by bad econometrics?," Resource and Energy Economics, Elsevier, vol. 30(3), pages 388-408, August.
    21. Congleton, Roger D, 1992. "Political Institutions and Pollution Control," The Review of Economics and Statistics, MIT Press, vol. 74(3), pages 412-421, August.
    22. Eric Williams, 2011. "Environmental effects of information and communications technologies," Nature, Nature, vol. 479(7373), pages 354-358, November.
    23. Menz, Tobias & Welsch, Heinz, 2010. "Population aging and environmental preferences in OECD countries: The case of air pollution," Ecological Economics, Elsevier, vol. 69(12), pages 2582-2589, October.
    24. You, Wan-Hai & Zhu, Hui-Ming & Yu, Keming & Peng, Cheng, 2015. "Democracy, Financial Openness, and Global Carbon Dioxide Emissions: Heterogeneity Across Existing Emission Levels," World Development, Elsevier, vol. 66(C), pages 189-207.
    25. Kijima, Masaaki & Nishide, Katsumasa & Ohyama, Atsuyuki, 2010. "Economic models for the environmental Kuznets curve: A survey," Journal of Economic Dynamics and Control, Elsevier, vol. 34(7), pages 1187-1201, July.
    26. Lv, Zhike, 2017. "The effect of democracy on CO2 emissions in emerging countries: Does the level of income matter?," Renewable and Sustainable Energy Reviews, Elsevier, vol. 72(C), pages 900-906.
    27. Osman Zaim & Fatma Taskin, 2000. "A Kuznets Curve in Environmental Efficiency: An Application on OECD Countries," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 17(1), pages 21-36, September.
    28. Manus I. Midlarsky, 1998. "Democracy and the Environment: An Empirical Assessment," Journal of Peace Research, Peace Research Institute Oslo, vol. 35(3), pages 341-361, May.
    29. Huixuan Li & Yingru Li & Ming-Kuo Lee & Zhongwei Liu & Changhong Miao, 2015. "Spatiotemporal Analysis of Heavy Metal Water Pollution in Transitional China," Sustainability, MDPI, vol. 7(7), pages 1-21, July.
    30. Dinda, Soumyananda, 2004. "Environmental Kuznets Curve Hypothesis: A Survey," Ecological Economics, Elsevier, vol. 49(4), pages 431-455, August.
    31. Robert M. Bond & Christopher J. Fariss & Jason J. Jones & Adam D. I. Kramer & Cameron Marlow & Jaime E. Settle & James H. Fowler, 2012. "A 61-million-person experiment in social influence and political mobilization," Nature, Nature, vol. 489(7415), pages 295-298, September.
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    4. Davide Quaglione & Dario D’Ingiullo & Linda Meleo, 2023. "Fixed and mobile broadband penetration and CO2 emissions: evidence from OECD countries," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 40(3), pages 795-816, October.

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