Pollution and economic growth: a maximum likelihood estimation of environmental Kuznets curve

Auci, Sabrina and Castelli, Annalisa (2011): Pollution and economic growth: a maximum likelihood estimation of environmental Kuznets curve.

Abstract

As in Brock and Taylor (2011) in this paper we consider the importance of the relationship between the Environmental Kuznets Curve (EKC) Literature and the Economic Growth Theories. To address this issue we construct country production functions that directly incorporate CO2 emissions as input and estimate them using Stochastic Frontiers. This approach differs from that of Brock and Taylor (2011) but is similar to the one followed by Koop (1998). By introducing the environmental “bads” directly in the production function, we can analyse their contribution to total output growth. We highlight an important contribution of CO2 emissions to growth and find out that the EKC seems not to hold, at least for most countries.

• Item Type: MPRA Paper
• Language: English
• Keywords: Environmental Kuznets Curve, Stochastic frontier model, Technical Efficiency
• Subjects: Q - Agricultural and Natural Resource Economics ; Environmental and Ecological Economics > Q5 - Environmental Economics > Q53 - Air Pollution ; Water Pollution ; Noise ; Hazardous Waste ; Solid Waste ; Recycling

References

Agras, Chapman, 1999. A dynamic approach to the environmental Kuznets curve hypothesis. Ecological Economics 28, 267–277.

Aigner D.J., Lovell C.A.K. and Schmidt P., (1977), “Formulation and Estimation of Stochastic Frontier Production Function Models”, Journal of Econometrics, 6, 21-37.

Auci S. and Becchetti L., (2006), The instability of the adjusted and unadjusted environmental Kuznets curves, Ecological Economics, 60, 282–298

Azomahou, T, Laisney, F., Phu, N.V., 2005. Economic Development and CO# Emissions: A Nonparametric Panel Approach. ZEW Discussion Paper No. 05-56.

Battese G.E. and Corra G.S., (1977), “Estiamation of a production frontier model: with application to the pastoral zone of Eastern Australia”, AustralianJournal of Agriculture Economics, 21, 169–179

Battese G.E., Coelli T.J., and Colby T.C., (1998) “Estimation of frontier production functions and the efficiencies of Indian farms using panel data from ICRISAT’s village level studies”, Journal of Quantitative economics, 5, 327–348.

Battese, G. E., Coelli, T. J. (1992) - Frontier production functions, technical efficiency and panel data: with application to paddy farmers in India, Journal of Productivity Analysis 3:1/2 (June), pp. 153-69.

Battese, G. E., Coelli, T. J. (1993) – A stochastic frontier production function incorporating a model for technical inefficiency effects, Working Papers in Economics and Applied Statistics, 69, Department of Econometrics, University of New England, Armidale.

Becchetti L., Castelli A. (2005), “Inside the blackbox: economic performance and technology adoption when space and product relationships matter”. Rivista di Politica Economica, I-II, 05.

Borghesi S., (1999), “The Environmental Kuznets Curve: A Survey of the Literature”, Working Paper, 85.1999, Fondazione ENI Enrico Mattei, Milano

Brock W.A. and Taylor M.S., (2011), “The Green Solow Model”, forthcoming in the Journal of Economic Growth

Coelli T.J., Rao D.S.P. and Battese G.E., (1998), “Introduction to Efficiency and Productivity Analysis”, Kluwer Academic Publishers, Boston

Cole, M.A., (2004), "US environmental load displacement: examining consumption, regulations and the role of NAFTA". Ecological Economics 48 (4), 439–450.

Cole, M.A., Rayner, A.J., Bates, J.M., 1997. The environmental Kuznets curve: an empirical analysis. Environmental and Development Economics 2, 401–416.

Copeland B.R. and Taylor M., (2004), “Trade, Growth, and the Environment”, Journal of Economic Literature, 42, 7-71.

Cornwell, C., Schmidt, P. and Sickles, R. C. (1990) - Production frontiers with cross-sectional and time-series variation in efficiency levels, Journal of Econometrics, 46, pp. 185-200.

Desli E., Ray S.C. and Kumbhakar S.C., (2002), “A Dynamic Stochastic Frontier Production Model with Time-Varying Efficiency”, University of Connecticut, Working Paper Series, 2003-15

Dinda S., (2004), “Environmental Kuznets Curve Hypothesis: A Survey”, Ecological Economics, 49, 431– 455 Fare R., Grosskopf S. and Lovell C.A.K. (1985), The Measurement of Efficiency of Production. Boston: Kluwer–Nijhoff.

Fare R., Grosskopf S. and Lovell C.A.K. (1994a), Production Frontiers. Cambridge: Cambridge University Press.

Fare R., Grosskopf S. and Pasurka C., (1986), ‘Effects on Relative Efficiency in Electric Power Generation Due to Environmental Controls’, Resources and Energy 8, 167–184.

Fare R., Grosskopf S. and Pasurka C., (1989), ‘The Effect of Environmental Regulations on the Efficiency of Electric Utilities: 1969 Versus 1975’, Applied Economics 21, 225–235.

Fare R., Grosskopf S. and Tyteca D., (1994b), ‘An Activity Analysis Model of the Environmental Performance of Firm’, Umea Economics Studies, No. 359. Sweden: University of Umea, September.

Fare R., Grosskopf S., Lovell C.A.K. and Pasurka C., (1989a), ‘Multilateral Productivity Comparisons When Some Outputs Are Undesirable’, The Review of Economics and Statistics 71, 90–98.

Forsund F.R., Lovell C.A.K. and Schmidt P., (1980), “A survey of frontier production functions and of their relationship to efficiency measurement”, Journal of econometrics, 13, 5–25

Galeotti, M., Lanza, A., 1999. Richer and cleaner? A study on carbon dioxide emissions in developing countries. Energy Policy 27, 565–573.

Galeotti, M., Lanza, A., Pauli, F., 2006. Reassessing the environmental Kuznets curve for CO2 emission: a robustness exercise. Ecological Economics 57, 152–163.

Greene W.H., (1993), “The econometric approach to efficiency analysis”, in Fried H.O., Lovell C.A.K. and Schmidt S.S., (eds), The measurementof productive efficiency, Oxford University Press, New York, 68–119

Grossman G.M. and Krueger A.B., (1991), “Environmental impacts of a North American Free Trade Agreement”, National Bureau of Economic Research (NBER), Working Paper 3914, Cambridge MA.

Grossman G.M. and Krueger A.B., (1995), “Economic Growth and the Environment”, The Quarterly Journal of Economics, 110(2), 353-77.

Hay, D., Liu, G. (1997) - The efficiency of firms: what difference does competition make?, Economic Journal, 107, 442, pp. 597-617.

Heil, M.T., Selden, T.M., 2001. Carbon emissions and economic development: future trajectories based on historical experience. Environment and Development Economics 6, 63–83.

Hettige H., Lucas R.E.B., and Wheeler D., (1992), “The toxic intensity of industrial production: Global patterns, trends, and trade policy”, American Economic Review, 82(2), 478–481.

Holtz-Eakin D. and Selden T.M., (1992), “Stoking the Fires? CO2 Emissions and Economic Growth”, Working Paper, 4248, NBER, Cambridge, MA.

Koop G., (1998), “Carbon Dioxide Emissions and Economic Growth: A Structural Approach”, Journal of Applied Statistics, 25(4), 489 — 515

Kumbhakar, S. C. (1987) - The specification of technical and allocative inefficiency in stochastic production and profit frontiers, Journal of Econometrics, 34, pp. 335-48.

Kumbhakar, S. C. (1990) Production frontiers, panel data, and time-varying technical inefficiency, Journal of Econometrics, 46, pp. 201-212.

Lee, Y. H., Schmidt, P. (1993) - A production frontier model with flexible temporal variation in technical inefficiency, in The Measurement of Productive Efficiency: Techniques and Applications (Ed.) H. O. Fried, C. A. K. Lovell and S. S. Schmidt, Oxford University Press, New York.

Lopez R., (1994), “The Environment as a Factor of Production: the Effects of Economic Growth and Trade Liberalization”, Journal of Environmental Economics and Management, 27, 163-184.

Meeusen W., and van den Broeck J., (1977), “Efficiency Estimation from Cobb-Douglas Production Functions with Composed Error”, International Economic Review, 18, 435-44.

Panayotou T., (1993), “Empirical Tests and Policy Analysis of Environmental Degradation at Different Stages of Economic Development”, Technology and Employment Programme, International Labour Office, Geneva, Working Paper WP238.

Panayotou T., (2000) “Economic Growth and the Environment”, Environment and Development, CID Working Paper, 56(4).

Pitt, M., Lee, L.F. (1981) - The measurement and sources of technical inefficiency in the Indonesian weaving industry, Journal of Development Economics, 9, pp. 43-64.

Pittman R. (1983) Multilateral productivity comparisons with undesirable outputs, Economic Journal 93: 883-891.

Roca, J., Padilla, E., Farré, M., Galletto, V., (2001), “Economic growth and atmospheric pollution in Spain: discussion the environmental Kuznets hypothesis”, Ecological Economics 39, 85–99.

Schmidt P., (1986), “Frontier production functions”, Econometric Reviews, 4, 289–328

Schmidt, P. and Sickles, R.C. (1984) - Production frontiers and panel data, Journal of Business and Economic Statistics, 2, pp. 367-74.

Selden T.M. and Song D., (1994), “Environmental Quality and Development: Is there a Kuznets Curve for Air Pollution?”, Journal of Environmental Economics and Environmental Management, 27, 147 162.

Selden T.M. and Song D., (1995), “Neoclassical Growth, the J Curve for Abatement and the Inverted U Curve for Pollution”, Journal of Environmental Economics and Environmental Management, 29, 162 168.

Shafik N. and Bandyopadhyay S., (1992), “Economic Growth and Environmental Quality: Time Series and Cross Country Evidence”, Background Paper for the World Development Report 1992, World Bank, Washington DC.

Signorini L.F., (2000), “Lo sviluppo locale. Un’indagine della Banca d’Italia sui Distretti Industriali”, Donzelli-Meridiana, Roma.

Stagl S., (1999), “Delinking Economic Growth from Environmental Degradation? A Literature Survey on the Environmental Kuznets Curve Hypothesis”, Wirtschaftsuniversität Wien Working Paper Series of the Research Focus Growth and Employment in Europe: Sustainability and Competitiveness, 6

Stern D.I., (2004a), “The rise and fall of the environmental Kuznets curve”, World Development, 32(8), 1419-1439.

Stern D.I., (2004b), “ Diffusion of Emissions Abating Technology”, Rensselaer Polytechnic Institute Working Paper in Economics, 0420

Yandle B., Bhattarai M. and Vijayaraghavan M., (2004), “Environmental Kuznets Curves: A Review of Findings, Methods, and Policy Implications”, PERC Research Study 02-1

York, et al., (2003), STIRPAT, IPAT and ImPACT: analytic tools for unpacking the driving forces of environmental impacts. Ecological Economics 46, 351–365.

Zaim, O. and F. Taskin (2000a) Environmental efficiency in carbon dioxide emissions in the OECD: A non-parametric approach, Journal of Environmental Management 58: 95-107.

Zaim O. and F. Taskin (2000b) A Kuznets curve in environmental efficiency: An application on OECD countries, Environmental and Resource Economics 17(1): 21-36.