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The moderating effects of urbanization on carbon dioxide emissions: A latent class modeling approach

Author

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  • Chikaraishi, Makoto
  • Fujiwara, Akimasa
  • Kaneko, Shinji
  • Poumanyvong, Phetkeo
  • Komatsu, Satoru
  • Kalugin, Andrey

Abstract

This study proposes an alternative conceptual and analytical framework to identify the environmental impacts of urbanization, where urbanization is treated as a background/contextual factor. This study especially focuses on the issue of “in what conditions of urbanization, human activities can be more environmentally efficient” rather than “whether urbanization has a positive or negative impact on the environment,” an issue that has been explored in a number of existing studies. To capture such so-called moderating effects of urbanization, the latent class STIRPAT model is developed, which can produce urbanization-dependent elasticities. Empirical analysis is conducted to confirm the impacts of urbanization on the strength of the links between human activities and carbon dioxide (CO2) emissions. Scenario analyses based on the developed model are also carried out under the different urbanization scenarios, taking into account different development stages. The main empirical findings include: (1) the progress of urbanization could make countries more environmentally friendly when the country's GDP per capita and the percentage share of service industries in GDP are sufficiently high; and (2) it might be better to reach a certain level of urbanization before the high GDP growth associated with the increase of the share of tertiary industry.

Suggested Citation

  • Chikaraishi, Makoto & Fujiwara, Akimasa & Kaneko, Shinji & Poumanyvong, Phetkeo & Komatsu, Satoru & Kalugin, Andrey, 2015. "The moderating effects of urbanization on carbon dioxide emissions: A latent class modeling approach," Technological Forecasting and Social Change, Elsevier, vol. 90(PA), pages 302-317.
    • Handle: RePEc:eee:tefoso:v:90:y:2015:i:pa:p:302-317
    DOI: 10.1016/j.techfore.2013.12.025
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    References listed on IDEAS

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    1. 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.
    2. Amery Wu & Bruno Zumbo, 2008. "Understanding and Using Mediators and Moderators," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 87(3), pages 367-392, July.
    3. Andreoni, James & Levinson, Arik, 2001. "The simple analytics of the environmental Kuznets curve," Journal of Public Economics, Elsevier, vol. 80(2), pages 269-286, May.
    4. Matthew A. Cole & Eric Neumayer, 2003. "Examining the Impact of Demographic Factors On Air Pollution," Labor and Demography 0312005, University Library of Munich, Germany, revised 13 May 2004.
    5. Lariviere, Isabelle & Lafrance, Gaetan, 1999. "Modelling the electricity consumption of cities: effect of urban density," Energy Economics, Elsevier, vol. 21(1), pages 53-66, February.
    6. York, Richard & Rosa, Eugene A. & Dietz, Thomas, 2003. "STIRPAT, IPAT and ImPACT: analytic tools for unpacking the driving forces of environmental impacts," Ecological Economics, Elsevier, vol. 46(3), pages 351-365, October.
    7. Alam, Shaista & Fatima, Ambreen & Butt, Muhammad S., 2007. "Sustainable development in Pakistan in the context of energy consumption demand and environmental degradation," Journal of Asian Economics, Elsevier, vol. 18(5), pages 825-837, October.
    8. Poumanyvong, Phetkeo & Kaneko, Shinji, 2010. "Does urbanization lead to less energy use and lower CO2 emissions? A cross-country analysis," Ecological Economics, Elsevier, vol. 70(2), pages 434-444, December.
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