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Urbanization, energy-use intensity and emissions: A sectoral approach

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  • Wei, Honghong
  • Lahiri, Radhika

Abstract

This paper investigates the relationship between urban population and CO2 emissions from various sectors with a view towards understanding energy-use intensity as the link between urbanization and CO2 emissions, considered a key driver of climate change. In contrast to extant literature, we analyse this link from two distinct perspectives, involving disaggregation according to sectors or by level of development. Further, using econometric mediation analysis, we provide a deeper exploration of the mechanisms through which climate change manifests exploring the technological inefficiencies that lead to carbon emissions at the sectoral as well as developmental level. Our results indicate that energy-use intensity, an indicator of technological inefficiency in controlling emissions, is particularly of importance in the manufacturing sector, playing a vital role in the process through which urbanization affects CO2 emissions. We also show that the overall link between urbanization/development and emissions is a conditional one, requiring a deeper analysis that separately explores groups of countries classified by income levels as well as various sub-sectors of those economies. Furthermore, the mechanism through which these effects manifest is robust in residential and manufacturing sectors; technological inefficiencies, leading to high levels of energy use intensity are the key contributors to carbon emissions. The findings suggest a sector-based targeted approach that takes into account levels of development is more appropriate relative to a one-size-fits-all approach to global policy.

Suggested Citation

  • Wei, Honghong & Lahiri, Radhika, 2022. "Urbanization, energy-use intensity and emissions: A sectoral approach," Economic Analysis and Policy, Elsevier, vol. 76(C), pages 667-684.
  • Handle: RePEc:eee:ecanpo:v:76:y:2022:i:c:p:667-684
    DOI: 10.1016/j.eap.2022.09.001
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    1. Glaeser, Edward L. & Kahn, Matthew E., 2010. "The greenness of cities: Carbon dioxide emissions and urban development," Journal of Urban Economics, Elsevier, vol. 67(3), pages 404-418, May.
    2. Martínez-Zarzoso, Inmaculada & Maruotti, Antonello, 2011. "The impact of urbanization on CO2 emissions: Evidence from developing countries," Ecological Economics, Elsevier, vol. 70(7), pages 1344-1353, May.
    3. Zhang, Xing-Ping & Cheng, Xiao-Mei, 2009. "Energy consumption, carbon emissions, and economic growth in China," Ecological Economics, Elsevier, vol. 68(10), pages 2706-2712, August.
    4. Sharma, Susan Sunila, 2011. "Determinants of carbon dioxide emissions: Empirical evidence from 69 countries," Applied Energy, Elsevier, vol. 88(1), pages 376-382, January.
    5. 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.
    6. Shahbaz, Muhammad & Loganathan, Nanthakumar & Muzaffar, Ahmed Taneem & Ahmed, Khalid & Ali Jabran, Muhammad, 2016. "How urbanization affects CO2 emissions in Malaysia? The application of STIRPAT model," Renewable and Sustainable Energy Reviews, Elsevier, vol. 57(C), pages 83-93.
    7. Holtz-Eakin, Douglas & Selden, Thomas M., 1995. "Stoking the fires? CO2 emissions and economic growth," Journal of Public Economics, Elsevier, vol. 57(1), pages 85-101, May.
    8. Fang, Chuanglin & Wang, Shaojian & Li, Guangdong, 2015. "Changing urban forms and carbon dioxide emissions in China: A case study of 30 provincial capital cities," Applied Energy, Elsevier, vol. 158(C), pages 519-531.
    9. Hu, Xiaojun & Chang, Shiyan & Li, Jingjie & Qin, Yining, 2010. "Energy for sustainable road transportation in China: Challenges, initiatives and policy implications," Energy, Elsevier, vol. 35(11), pages 4289-4301.
    10. Liddle, Brantley & Lung, Sidney, 2010. "Age-Structure, Urbanization, and Climate Change in Developed Countries: Revisiting STIRPAT for Disaggregated Population and Consumption-Related Environmental Impacts," MPRA Paper 59579, University Library of Munich, Germany.
    11. Burke, Paul J. & Csereklyei, Zsuzsanna, 2016. "Understanding the energy-GDP elasticity: A sectoral approach," Energy Economics, Elsevier, vol. 58(C), pages 199-210.
    12. Zhang, Ning & Yu, Keren & Chen, Zhongfei, 2017. "How does urbanization affect carbon dioxide emissions? A cross-country panel data analysis," Energy Policy, Elsevier, vol. 107(C), pages 678-687.
    13. Al-mulali, Usama & Tang, Chor Foon & Ozturk, Ilhan, 2015. "Estimating the Environment Kuznets Curve hypothesis: Evidence from Latin America and the Caribbean countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 50(C), pages 918-924.
    14. Dani Rodrik, 2014. "The Past, Present, and Future of Economic Growth," Challenge, Taylor & Francis Journals, vol. 57(3), pages 5-39.
    15. Makin, Tony, 2002. "Australia's Saving Behaviour: A Macroeconomic Perspective," Economic Analysis and Policy, Elsevier, vol. 32(1), pages 7-18, March.
    16. Fujii, Hidemichi & Iwata, Kazuyuki & Chapman, Andrew & Kagawa, Shigemi & Managi, Shunsuke, 2018. "An analysis of urban environmental Kuznets curve of CO2 emissions: Empirical analysis of 276 global metropolitan areas," Applied Energy, Elsevier, vol. 228(C), pages 1561-1568.
    17. repec:bla:obuest:v:61:y:1999:i:0:p:631-52 is not listed on IDEAS
    18. Li, Ke & Lin, Boqiang, 2015. "Impacts of urbanization and industrialization on energy consumption/CO2 emissions: Does the level of development matter?," Renewable and Sustainable Energy Reviews, Elsevier, vol. 52(C), pages 1107-1122.
    19. Sadorsky, Perry, 2014. "The effect of urbanization on CO2 emissions in emerging economies," Energy Economics, Elsevier, vol. 41(C), pages 147-153.
    20. Siriwardana, Mahinda & Nong, Duy, 2021. "Nationally Determined Contributions (NDCs) to decarbonise the world: A transitional impact evaluation," Energy Economics, Elsevier, vol. 97(C).
    21. Apergis, Nicholas & Payne, James E., 2014. "Renewable energy, output, CO2 emissions, and fossil fuel prices in Central America: Evidence from a nonlinear panel smooth transition vector error correction model," Energy Economics, Elsevier, vol. 42(C), pages 226-232.
    22. Choi, In, 2001. "Unit root tests for panel data," Journal of International Money and Finance, Elsevier, vol. 20(2), pages 249-272, April.
    23. Xu, Bin & Lin, Boqiang, 2015. "How industrialization and urbanization process impacts on CO2 emissions in China: Evidence from nonparametric additive regression models," Energy Economics, Elsevier, vol. 48(C), pages 188-202.
    24. Duarte, Rosa & Pinilla, Vicente & Serrano, Ana, 2013. "Is there an environmental Kuznets curve for water use? A panel smooth transition regression approach," Economic Modelling, Elsevier, vol. 31(C), pages 518-527.
    25. Friedl, Birgit & Getzner, Michael, 2003. "Determinants of CO2 emissions in a small open economy," Ecological Economics, Elsevier, vol. 45(1), pages 133-148, April.
    26. Nejat, Payam & Jomehzadeh, Fatemeh & Taheri, Mohammad Mahdi & Gohari, Mohammad & Abd. Majid, Muhd Zaimi, 2015. "A global review of energy consumption, CO2 emissions and policy in the residential sector (with an overview of the top ten CO2 emitting countries)," Renewable and Sustainable Energy Reviews, Elsevier, vol. 43(C), pages 843-862.
    27. Kasman, Adnan & Duman, Yavuz Selman, 2015. "CO2 emissions, economic growth, energy consumption, trade and urbanization in new EU member and candidate countries: A panel data analysis," Economic Modelling, Elsevier, vol. 44(C), pages 97-103.
    28. Kais Saidi & Sami Hammami, 2015. "The Effect of Energy Consumption and Economic Growth on Co2 Emissions:Evidence from 58 Countries," Bulletin of Energy Economics (BEE), The Economics and Social Development Organization (TESDO), vol. 3(3), pages 91-104, September.
    29. Zhou, Xiaoyan & Zhang, Jie & Li, Junpeng, 2013. "Industrial structural transformation and carbon dioxide emissions in China," Energy Policy, Elsevier, vol. 57(C), pages 43-51.
    30. G. S. Maddala & Shaowen Wu, 1999. "A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 631-652, November.
    31. Soytas, Ugur & Sari, Ramazan & Ewing, Bradley T., 2007. "Energy consumption, income, and carbon emissions in the United States," Ecological Economics, Elsevier, vol. 62(3-4), pages 482-489, May.
    32. Zhang, Shaohui & Worrell, Ernst & Crijns-Graus, Wina, 2015. "Synergy of air pollutants and greenhouse gas emissions of Chinese industries: A critical assessment of energy models," Energy, Elsevier, vol. 93(P2), pages 2436-2450.
    33. Wang, Yuan & Zhang, Chen & Lu, Aitong & Li, Li & He, Yanmin & ToJo, Junji & Zhu, Xiaodong, 2017. "A disaggregated analysis of the environmental Kuznets curve for industrial CO2 emissions in China," Applied Energy, Elsevier, vol. 190(C), pages 172-180.
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    More about this item

    Keywords

    Urbanization; Development; CO2 emissions; Energy-use intensity; Mediation analysis; Inverted N-shaped relationship;
    All these keywords.

    JEL classification:

    • Q51 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Valuation of Environmental Effects
    • Q54 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Climate; Natural Disasters and their Management; Global Warming
    • Q56 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environment and Development; Environment and Trade; Sustainability; Environmental Accounts and Accounting; Environmental Equity; Population Growth
    • R00 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General - - - General

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