The environmental Kuznets curve (EKC) has been extensively criticized on theoretical and empirical grounds. In this article, the EKC is reformulated as the best practice technology frontier—countries’ distances from the frontier reflect the degree to which they have adopted the best practice technology in emissions abatement. The Kalman filter is used to model the state of sulfur emissions abatement technology in a panel of 15 mainly developed countries. The results are used to determine whether and how fast countries are converging to best practice throughout time and what variables affect the level of technology adopted. The results show that with the exception of Australia, countries are converging toward the frontier but have settled into low pollution abatement and high pollution abatement groups. Preabatement levels of pollution, income per capita, population density, and perhaps cultural factors might partly explain the level of abatement adopted.
ASL & Associates. (1997). Sulfur emissions by country and year (Report No. DE96014790). Washington, DC: U.S. Department of Energy.
2.
Andreoni, J., & Levinson, A. (2001). The simple analytics of the environmental Kuznets curve. Journal of Public Economics, 80, 269-286.
3.
Antweiler W., Copeland, B. R., & Taylor, M. S. (2001). Is free trade good for the environment?American Economic Review, 91, 877-908.
4.
Australian Greenhouse Office. (2002). National greenhouse gas inventory: 2000 inventory. Canberra: Commonwealth of Australia.
5.
Brock, W. A., & Taylor, M. S. (2004). The green Solow model (Working Paper No. 2004-16). Madison: University of Wisconsin, Department of Economics.
6.
Bruvoll A., Fæhn, T., & Strøm, B. (2003). Quantifying central hypotheses on environmental Kuznets curves for a rich economy: A computable general equilibrium study. Scottish Journal of Political Economy, 50(2), 149-173.
7.
Bruvoll, A., & Medin, H. (2003). Factors behind the environmental Kuznets curve: A decomposition of the changes in air pollution. Environmental & Resource Economics, 24, 27-48.
8.
Chung, Y. H., Färe, R., & Grosskopf, S. (1997). Productivity and undesirable outputs: A directional distance function approach. Journal of Environmental Management, 51(3), 229-240.
9.
Coondoo, D., & Dinda, S. (2002) Causality between income and emission: A country group-specific econometric analysis. Ecological Economics, 40, 351-367.
10.
Dasgupta, S., Laplante, B., Wang, H., & Wheeler, D. (2002). Confronting the environmental Kuznets curve. Journal of Economic Perspectives, 16, 147-168.
11.
Day, K. M., & Grafton, R. Q. (2003). Growth and the environment in Canada: An empirical analysis. Canadian Journal of Agricultural Economics, 51, 197-216.
12.
de Bruyn, S. M. (1997). Explaining the environmental Kuznets curve: Structural change and international agreements in reducing sulphur emissions. Environment & Development Economics, 2, 485-503.
13.
de Bruyn, S. M. (2000). Economic growth and the environment: An empirical analysis. Dordrecht, the Netherlands: Kluwer Academic.
14.
De Jong, P. (1991a). The diffuse Kalman filter. Annals of Statistics, 19, 1073-1083.
15.
De Jong, P. (1991b). Stable algorithms for the state space model. Journal of Time Series Analysis, 12(2), 143-157.
16.
Environmental Protection Agency. (2000). National air pollutant emissions trends 1900-1998 (Report No. EPA-454/R-00-002). Triangle Park, NC: Author.
17.
Färe, R., Grosskopf, S., Lovell, C. A. K., & Pasurka, C. (1989). Multilateral productivity comparisons when some outputs are undesirable: A nonparametric approach. Review of Economics and Statistics, 71(1), 90-98.
18.
Färe, R., Grosskopf, S., Norris, M., & Zhang, Z. (1994). Productivity growth, technical progress, and efficiency change in industrialized countries. American Economic Review, 84, 66-83.
19.
Fernandez, C., Koop, G., & Steel, M. F. J. (2002). Multiple-output production with undesirable outputs: An application to nitrogen surplus in agriculture. Journal of the American Statistical Association, 97(458), 432-442.
20.
Gallagher, K. S. (2003, May). Development of cleaner vehicle technology? Foreign direct investment and technology transfer from the United States to China. Paper presented at the United States Society for Ecological Economics 2nd Biennial Meeting, Saratoga Springs, NY.
21.
Hamilton, C., & Turton, H. (2002). Determinants of emissions growth in OECD countries. Energy Policy, 30, 63-71.
22.
Hamilton, J. D. (1994) Time series analysis. Princeton, NJ: Princeton University Press.
23.
Harbaugh, W., Levinson, A., & Wilson, D. M. (2002). Reexamining the empirical evidence for an environmental Kuznets curve. Review of Economics and Statistics, 84, 541-551.
24.
Harvey, A. C. (1989). Forecasting, structural time series models, and the Kalman filter. Cambridge, UK: Cambridge University Press.
25.
Harvey, A. C., & Marshall, P. (1991). Inter-fuel substitution, technical change and the demand for energy in the UK economy. Applied Economics, 23, 1077-1086.
26.
Heil, M. T., & Selden, T. M. (1999) Panel stationarity with structural breaks: Carbon emissions and GDP. Applied Economics Letters, 6, 223-225.
27.
Heston A., Summers, R., & Aten, B. (2002). Penn World Table version 6.1. Philadelphia: University of Pennsylvania, Center for International Comparisons.
28.
Hettige, H., Mani, M., & Wheeler, D. (2000) Industrial pollution in economic development: The environmental Kuznets curve revisited. Journal of Development Economics, 62, 445-476.
29.
Hilton, F. G. H., & Levinson, A. M. (1998). Factoring the environmental Kuznets curve: Evidence from automotive lead emissions. Journal of Environmental Economics and Management, 35, 126-141.
30.
Im, K., Pesaran, M. H., & Shin, Y. (2003). Testing for unit roots in heterogeneous panels. Journal of Econometrics, 115, 53-74.
31.
International Energy Agency. (2003). Energy balances of OECD countries 2000-2001. Paris: Organisation for Economic Co-operation and Development.
32.
Jiang, T., & McKibbin, W. J. (2002). Assessment of China’s pollution levy system: An equilibrium pollution approach. Environment and Development Economics, 7, 75-105.
33.
Kalman, R. E. (1960). A new approach to linear filtering and prediction problems. Transactions ASME Journal of Basic Engineering, 82, 35-45.
34.
Kander, A., & Lindmark, M. (in press). Energy consumption, pollutant emissions and growth in the long run: Sweden during 200 years. European Review of Economic History.
35.
Kao, C. (1999). Spurious regression and residual-based tests for cointegration in panel data. Journal of Econometrics, 90, 1-44.
36.
Koop, G. (1998). Carbon dioxide emissions and economic growth: A structural approach. Journal of Applied Statistics, 25, 489-515.
37.
Koop, G., & Tole, L. (1999). Is there an environmental Kuznets curve for deforestation?Journal of Development Economics, 58, 231-244.
38.
Lansink, A. O., & Silva, E. (2003). CO2 and energy efficiency of different heating technologies in the Dutch glasshouse industry. Environmental and Resource Economics, 24(4), 395-407.
39.
Lefohn, A. S., Husar, J. D., & Husar, R. B. (1999). Estimating historical anthropogenic global sulfur emission patterns for the period 1850-1990. Atmospheric Environment, 33, 3435-3444.
40.
Leifman, M., & Heil, M. T. (2005). Guest editors’ note [Special issue]. Journal of Environment & Development, 14(1), 7-26.
41.
Levy, M. A. (1994). European acid rain: The power of tote board diplomacy. In P. M. Haas, R. O. Keohane, & M. A. Levy (Eds.), Institutions for the earth: Sources of effective environmental protection (pp. 75-132). Cambridge, MA: MIT Press.
42.
Millimet, D. L., List, J. A., & Stengos, T. (2003). The environmental Kuznets curve: Real progress or misspecified models?Review of Economics and Statistics, 85, 1038-1047.
43.
Pedroni, P. (1997). Panel cointegration: Asymptotic and finite sample properties of pooled time series tests with an application to the PPP hypothesis. New results. Unpublished manuscript, Indiana University, Bloomington.
44.
Perman, R., & Stern, D. I. (2003). Evidence from panel unit root and cointegration tests that the environmental Kuznets curve does not exist. Australian Journal of Agricultural and Resource Economics, 47, 325-347.
45.
Plassmann, F., & Khanna, N. (2003). A note on ‘The simple analytics of the environmental Kuznets curve’ (Working Paper No. WP0314). Binghamtom, NY: Binghamton University, Department of Economics.
46.
Reinhard, S., Lovell, C. A. K., & Thijssen, G. (1999). Econometric estimation of technical and environmental efficiency: An application to Dutch dairy farms. American Journal of Agricultural Economics, 81(1), 44-60.
47.
Selden, T. M., Forrest, A. S., & Lockhart, J. E. (1999). Analyzing reductions in U.S. air pollution emissions: 1970 to 1990. Land Economics, 75, 1-21.
48.
Stern, D. I. (2002). Explaining changes in global sulfur emissions: An econometric decomposition approach. Ecological Economics, 42, 201-220.
49.
Stern, D. I. (2004a). Diffusion of emissions abating technology. Rensselaer Working Papers in Economics, No. 0420.
50.
Stern, D. I. (2004b). The rise and fall of the environmental Kuznets curve. World Development, 32(8), 1419-1439.
51.
Stern, D. I., & Common, M. S. (2001). Is there an environmental Kuznets curve for sulfur?Journal of Environmental Economics and Management, 41, 162-178.
52.
Strazicich, M. C., & List, J. A. (2003). Are CO2 emission levels converging among industrial countries?Environmental and Resource Economics, 24, 263-271.
53.
Streets, D. G., Tsai, N. Y., Akimoto, H., & Oka, K. (2000). Sulfur dioxide emissions in Asia in the period 1985-1997. Atmospheric Environment, 34, 4413-4424.
54.
United Nations Industrial Development Organization. (various years). Yearbook of industrial statistics. New York: Author.
55.
U.S. Bureau of Mines. (various years). Minerals yearbook. Washington, DC: Author.
56.
Wang, H., & Wheeler, D. (2003). Equilibrium pollution and economic development in China. Environment and Development Economics, 8, 451-466.
57.
World Bank. (2003). World development indicators 2003. Washington, DC: Author.
58.
Zaim, O., & Taskin, F. (2000). Environmental efficiency in carbon dioxide emissions in the OECD: A non-parametric approach. Journal of Environmental Management, 58, 95-107.
59.
Zhang, Z. (2000). Decoupling China’s carbon emissions increase from economic growth: An economic analysis and policy implications. World Development, 28, 739-752.
60.
Ziegler, J. (1995). Rays of hope in the land of the rising sun. Environmental Health Perspectives, 103(5), 436-441.
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