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Global environmental emissions estimate: application of multiple imputation

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  • Eriko Miyama
  • Shunsuke Managi

Abstract

A new database called the World Resource Table is constructed in this study. Missing values are known to produce complications when constructing global databases. This study provides a solution for applying multiple imputation techniques and estimates the global environmental Kuznets curve (EKC) for CO 2 , SO 2 , PM10, and BOD. Policy implications for each type of emission are derived based on the results of the EKC using WRI. Finally, we predicted the future emissions trend and regional share of CO 2 emissions. We found that East Asia and South Asia will be increasing their emissions share while other major CO 2 emitters will still produce large shares of the total global emissions. Copyright Springer Japan 2014

Suggested Citation

  • Eriko Miyama & Shunsuke Managi, 2014. "Global environmental emissions estimate: application of multiple imputation," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 16(2), pages 115-135, April.
    • Handle: RePEc:spr:envpol:v:16:y:2014:i:2:p:115-135
    DOI: 10.1007/s10018-014-0080-3
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    1. Yaguchi, Yue & Sonobe, Tetsushi & Otsuka, Keijiro, 2007. "Beyond the Environmental Kuznets Curve: a comparative study of SO2 and CO2 emissions between Japan and China," Environment and Development Economics, Cambridge University Press, vol. 12(3), pages 445-470, June.
    2. Azomahou, Theophile & Laisney, Francois & Nguyen Van, Phu, 2006. "Economic development and CO2 emissions: A nonparametric panel approach," Journal of Public Economics, Elsevier, vol. 90(6-7), pages 1347-1363, August.
    3. Daniel L. Millimet & John A. List & Thanasis Stengos, 2003. "The Environmental Kuznets Curve: Real Progress or Misspecified Models?," The Review of Economics and Statistics, MIT Press, vol. 85(4), pages 1038-1047, November.
    4. 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.
    5. 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.
    6. 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.
    7. Susmita Dasgupta & Benoit Laplante & Hua Wang & David Wheeler, 2002. "Confronting the Environmental Kuznets Curve," Journal of Economic Perspectives, American Economic Association, vol. 16(1), pages 147-168, Winter.
    8. Andrew Coleman, 2009. "A Model of Spatial Arbitrage with Transport Capacity Constraints and Endogenous Transport Prices," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 91(1), pages 42-56.
    9. Managi, Shunsuke & Hibiki, Akira & Tsurumi, Tetsuya, 2009. "Does trade openness improve environmental quality?," Journal of Environmental Economics and Management, Elsevier, vol. 58(3), pages 346-363, November.
    10. Bertinelli, Luisito & Strobl, Eric, 2005. "The Environmental Kuznets Curve semi-parametrically revisited," Economics Letters, Elsevier, vol. 88(3), pages 350-357, September.
    11. Honaker, James & King, Gary & Blackwell, Matthew, 2011. "Amelia II: A Program for Missing Data," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 45(i07).
    12. Orubu, Christopher O. & Omotor, Douglason G., 2011. "Environmental quality and economic growth: Searching for environmental Kuznets curves for air and water pollutants in Africa," Energy Policy, Elsevier, vol. 39(7), pages 4178-4188, July.
    13. Shafik, Nemat, 1994. "Economic Development and Environmental Quality: An Econometric Analysis," Oxford Economic Papers, Oxford University Press, vol. 46(0), pages 757-773, Supplemen.
    14. Lee, Chien-Chiang & Chiu, Yi-Bin & Sun, Chia-Hung, 2010. "The environmental Kuznets curve hypothesis for water pollution: Do regions matter?," Energy Policy, Elsevier, vol. 38(1), pages 12-23, January.
    15. World Commission on Environment and Development,, 1987. "Our Common Future," OUP Catalogue, Oxford University Press, number 9780192820808, Decembrie.
    16. Stern, David I., 2004. "The Rise and Fall of the Environmental Kuznets Curve," World Development, Elsevier, vol. 32(8), pages 1419-1439, August.
    17. Toru Iwami, 2004. "Economic Development and/or Environmental Quality: Emissions of CO2 and SO2 in East Asia," CIRJE F-Series CIRJE-F-265, CIRJE, Faculty of Economics, University of Tokyo.
    18. Heil, Mark T. & Selden, Thomas M., 2001. "Carbon emissions and economic development: future trajectories based on historical experience," Environment and Development Economics, Cambridge University Press, vol. 6(1), pages 63-83, February.
    19. King, Gary & Honaker, James & Joseph, Anne & Scheve, Kenneth, 2001. "Analyzing Incomplete Political Science Data: An Alternative Algorithm for Multiple Imputation," American Political Science Review, Cambridge University Press, vol. 95(1), pages 49-69, March.
    20. Cranmer, Skyler J. & Gill, Jeff, 2013. "We Have to Be Discrete About This: A Non-Parametric Imputation Technique for Missing Categorical Data," British Journal of Political Science, Cambridge University Press, vol. 43(2), pages 425-449, April.
    21. Massimiliano Mazzanti & Anna Montini & Roberto Zoboli, 2007. "Environmental Kuznets Curves for GHGs and Air Pollutants in Italy. Evidence from Sector Environmental Accounts and Provincial Data," Economia politica, Società editrice il Mulino, issue 3, pages 369-406.
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    Cited by:

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    2. Zhong, Hua & Hu, Wuyang, 2015. "Farmers’ Willingness to Engage in Best Management Practices: an Application of Multiple Imputation," 2015 Annual Meeting, January 31-February 3, 2015, Atlanta, Georgia 196962, Southern Agricultural Economics Association.
    3. Qudsia Kanwal & Xianlai Zeng & Jinhui Li, 2023. "Measuring the recycling potential of industrial waste for long-term sustainability," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-13, December.
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    5. Zaman, Khalid & Abd-el Moemen, Mitwali, 2017. "The influence of electricity production, permanent cropland, high technology exports, and health expenditures on air pollution in Latin America and the Caribbean Countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 76(C), pages 1004-1010.
    6. Kumar, Surender & Managi, Shunsuke, 2016. "Carbon-sensitive productivity, climate and institutions," Environment and Development Economics, Cambridge University Press, vol. 21(1), pages 109-133, February.
    7. Norichika Kanie & Shunsuke Managi, 2014. "Stimulating a 2015 Climate Deal: governance of low-carbon technology transfer," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 16(2), pages 111-113, April.
    8. George Halkos & Argyro Zisiadou, 2018. "Relating environmental performance with socioeconomic and cultural factors," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 20(1), pages 69-88, January.
    9. Winston W. Chang, 2017. "World Trade and the Environment: Issues and Policies," Pacific Economic Review, Wiley Blackwell, vol. 22(3), pages 435-479, August.
    10. George Halkos & Shunsuke Managi & Nickolaos Tzeremes, 2015. "The effect of natural and man-made disasters on countries’ production efficiency," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 4(1), pages 1-13, December.
    11. Zhong, Hua & Hu, Wuyang & Penn, Jerrod M., 2018. "Application of Multiple Imputation in Dealing with Missing Data in Agricultural Surveys: The Case of BMP Adoption," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 43(1), January.
    12. Kenta Tanaka & Shunsuke Managi, 2016. "Impact Of A Disaster On Land Price: Evidence From Fukushima Nuclear Power Plant Accident," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 61(01), pages 1-15, March.
    13. Shigemi Kagawa & Seiji Hashimoto & Shunsuke Managi, 2015. "Special issue: studies on industrial ecology," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 17(3), pages 361-368, July.

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    More about this item

    Keywords

    Global emissions; Multiple imputation; Environmental Kuznets curve; Missing data; Forecasting;
    All these keywords.

    JEL classification:

    • O44 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Environment and Growth

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