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The Carbon Dioxide Emissions of Firms: A Spatial Analysis

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Listed:
  • Matthew A. Cole

    (Department of Economics, University of Birmingham)

  • Robert J R Elliott

    (University of Birmingham)

  • Toshihiro Okubo

    (Keio University, Japan)

  • Ying Zhou

    (Aston University, UK)

Abstract

In order to gain a greater understanding of firms' 'environmental behaviour' this paper explores the factors that influence firms' emissions intensities and provides the first analysis of the determinants of firm level carbon dioxide (CO2) emissions. Focussing on Japan, the paper also examines whether firms' CO2 emissions are influenced by the emissions of neighbouring firms and other possible sources of spatial correlation. Results suggest that size, the capital-labour ratio, R&D expenditure, the extent of exports and concern for public profile are the key determinants of CO2 emissions. Local lobbying pressure, as captured by regional community characteristics, does not appear to play a role, however emissions are found to be spatially correlated. This raises implications for the manner in which the environmental performance of firms is modelled in future.

Suggested Citation

  • Matthew A. Cole & Robert J R Elliott & Toshihiro Okubo & Ying Zhou, 2012. "The Carbon Dioxide Emissions of Firms: A Spatial Analysis," Keio/Kyoto Joint Global COE Discussion Paper Series 2012-003, Keio/Kyoto Joint Global COE Program.
  • Handle: RePEc:kei:dpaper:2012-003
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    1. Kathuria, Vinish, 2007. "Informal regulation of pollution in a developing country: Evidence from India," Ecological Economics, Elsevier, vol. 63(2-3), pages 403-417, August.
    2. Stephen Gibbons & Henry G. Overman, 2012. "Mostly Pointless Spatial Econometrics?," Journal of Regional Science, Wiley Blackwell, vol. 52(2), pages 172-191, May.
    3. Gray, Wayne B. & Shadbegian, R.J.Ronald J., 2004. "'Optimal' pollution abatement--whose benefits matter, and how much?," Journal of Environmental Economics and Management, Elsevier, vol. 47(3), pages 510-534, May.
    4. Holger Görg & David Greenaway, 2016. "Much Ado about Nothing? Do Domestic Firms Really Benefit from Foreign Direct Investment?," World Scientific Book Chapters, in: MULTINATIONAL ENTERPRISES AND HOST COUNTRY DEVELOPMENT Volume 53: World Scientific Studies in International Economics, chapter 9, pages 163-189, World Scientific Publishing Co. Pte. Ltd..
    5. Kelejian, Harry H & Prucha, Ingmar R, 1998. "A Generalized Spatial Two-Stage Least Squares Procedure for Estimating a Spatial Autoregressive Model with Autoregressive Disturbances," The Journal of Real Estate Finance and Economics, Springer, vol. 17(1), pages 99-121, July.
    6. Wayne B. Gray & Ronald J. Shadbegian, 2007. "The Environmental Performance Of Polluting Plants: A Spatial Analysis," Journal of Regional Science, Wiley Blackwell, vol. 47(1), pages 63-84, February.
    7. Nakamura, Masao & Takahashi, Takuya & Vertinsky, Ilan, 2001. "Why Japanese Firms Choose to Certify: A Study of Managerial Responses to Environmental Issues," Journal of Environmental Economics and Management, Elsevier, vol. 42(1), pages 23-52, July.
    8. Cole, Matthew A. & Elliott, Robert J.R. & Shimamoto, Kenichi, 2005. "Industrial characteristics, environmental regulations and air pollution: an analysis of the UK manufacturing sector," Journal of Environmental Economics and Management, Elsevier, vol. 50(1), pages 121-143, July.
    9. Eskeland, Gunnar S. & Harrison, Ann E., 2003. "Moving to greener pastures? Multinationals and the pollution haven hypothesis," Journal of Development Economics, Elsevier, vol. 70(1), pages 1-23, February.
    10. Badrinath, S G & Bolster, Paul J, 1996. "The Role of Market Forces in EPA Enforcement Activity," Journal of Regulatory Economics, Springer, vol. 10(2), pages 165-181, September.
    11. Cole, Matthew A. & Elliott, Robert J.R. & Strobl, Eric, 2008. "The environmental performance of firms: The role of foreign ownership, training, and experience," Ecological Economics, Elsevier, vol. 65(3), pages 538-546, April.
    12. Kahn, Matthew E., 1999. "The Silver Lining of Rust Belt Manufacturing Decline," Journal of Urban Economics, Elsevier, vol. 46(3), pages 360-376, November.
    13. Shadbegian Ronald J & Gray Wayne B, 2003. "What Determines Environmental Performance at Paper Mills? The Roles of Abatement Spending, Regulation, and Efficiency," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 3(1), pages 1-20, November.
    14. Werner Antweiler & Brian R. Copeland & M. Scott Taylor, 2001. "Is Free Trade Good for the Environment?," American Economic Review, American Economic Association, vol. 91(4), pages 877-908, September.
    15. Charles F. Manski, 1993. "Identification of Endogenous Social Effects: The Reflection Problem," Review of Economic Studies, Oxford University Press, vol. 60(3), pages 531-542.
    16. Pargal, Sheoli & Wheeler, David, 1996. "Informal Regulation of Industrial Pollution in Developing Countries: Evidence from Indonesia," Journal of Political Economy, University of Chicago Press, vol. 104(6), pages 1314-1327, December.
    17. Facundo Albornoz & Matthew A. Cole & Robert J. R. Elliott & Marco G. Ercolani, 2009. "In Search of Environmental Spillovers," The World Economy, Wiley Blackwell, vol. 32(1), pages 136-163, January.
    18. Henriques, Irene & Sadorsky, Perry, 1996. "The Determinants of an Environmentally Responsive Firm: An Empirical Approach," Journal of Environmental Economics and Management, Elsevier, vol. 30(3), pages 381-395, May.
    19. Kozo Horiuchi & Masao Nakamura, 2001. "Environmental Issues and Japanese Firms," Palgrave Macmillan Books, in: Masao Nakamura (ed.), The Japanese Business and Economic System, chapter 13, pages 364-384, Palgrave Macmillan.
    20. Won Kim, Chong & Phipps, Tim T. & Anselin, Luc, 2003. "Measuring the benefits of air quality improvement: a spatial hedonic approach," Journal of Environmental Economics and Management, Elsevier, vol. 45(1), pages 24-39, January.
    21. Seroa da Motta, Ronaldo, 2006. "Analyzing the environmental performance of the Brazilian industrial sector," Ecological Economics, Elsevier, vol. 57(2), pages 269-281, May.
    22. Andreas Ziegler & Michael Schröder & Klaus Rennings, 2008. "The Effect of Environmental and Social Performance on the Stock Performance of European Corporations," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 40(4), pages 609-609, August.
    23. Matthew A. Cole & Robert J. R. Elliott, 2005. "FDI and the Capital Intensity of “Dirty” Sectors: A Missing Piece of the Pollution Haven Puzzle," Review of Development Economics, Wiley Blackwell, vol. 9(4), pages 530-548, November.
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