In Search of a Sulphur Dioxide Environmental Kuznets Curve: A Bayesian Model Averaging Approach

The exact specification and motivation of the Environmental Kuznets Curve (EKC) is the subject of a vast literature in environmental economics. A remarkably diverse set of econometric approaches has been employed to support or reject a specific relationship between environmental quality and pollution. Nevertheless, methods employed to date have not addressed the issue of model uncertainty, given that a sizable number of competing theories exist that can explain the income/pollution relationship. We introduce Bayesian Model Averaging to the EKC analysis to examine a) whether a sulphur dioxide EKC exists, and if so, b) which income/pollution specification is most strongly supported by the data. We find only weak support for an EKC, which disappears altogether when we address oversampling issues in the data. In contrast, our results highlight the relative importance of political economy and site-specific variables in explaining pollution outcomes. Trade is also shown to play an important indirect role. It moderates the influence of the composition effect on pollution. Our findings run contrary to the deterministic view of the income/pollution relationship that is persistent in the literature.

[1]  David Draper,et al.  Assessment and Propagation of Model Uncertainty , 2011 .

[2]  Henk Folmer,et al.  Economic growth and environmental quality , 2000 .

[3]  M. S. Taylor,et al.  Trade, Growth and the Environment , 2003 .

[4]  D. Madigan,et al.  Model Selection and Accounting for Model Uncertainty in Graphical Models Using Occam's Window , 1994 .

[5]  Economic Growth and the Diffusion of Clean Technologies: Explaining Environmental Kuznets Curves , 2005 .

[6]  Larry E. Jones,et al.  Endogenous Policy Choice: The Case of Pollution and Growth , 2001 .

[7]  D. Madigan,et al.  Bayesian Model Averaging for Linear Regression Models , 1997 .

[8]  S. Anand,et al.  Inequality and development A critique , 1993 .

[9]  T. Panayotou,et al.  Demystifying the environmental Kuznets curve: turning a black box into a policy tool , 1997, Environment and Development Economics.

[10]  David Wheeler,et al.  Trade Policy and Industrial Pollution in Latin America: Where Are the Pollution Havens? , 1993 .

[11]  T. Selden,et al.  Environmental Quality and Development: Is There a Kuznets Curve for Air Pollution Emissions? , 1994 .

[12]  N. Shafik Economic Development and Environmental Quality: An Econometric Analysis , 1994 .

[13]  R. Deacon,et al.  Does the Environmental Kuznets Curve Describe How Individual Countries Behave? , 2004, Land Economics.

[14]  J. A. Doeleman,et al.  Beyond Rio: the environmental crisis and sustainable livelihoods in the Third World. , 1995 .

[15]  T. Panayotou Empirical tests and policy analysis of environmental degradation at different stages of economic development , 1993 .

[16]  B. Hirtle Credit Derivatives and Bank Credit Supply , 2008 .

[17]  Eduardo Ley,et al.  Bayesian modelling of catch in a north‐west Atlantic fishery , 2002 .

[18]  D. Stern The Rise and Fall of the Environmental Kuznets Curve , 2004 .

[19]  Paul H. Nitze Freedom , growth , and the environment , 2000 .

[20]  David I. Stern,et al.  Is there an environmental Kuznets curve for sulfur , 2001 .

[21]  J. Sachs,et al.  Is the Environmental Kuznets Curve Driven by Structural Change? What Extended Time Series May Imply for Developing Countries , 2000 .

[22]  J. Boyce,et al.  Income, inequality, and pollution: a reassessment of the environmental Kuznets Curve , 1998 .

[23]  C. D. Litton,et al.  Theory of Probability (3rd Edition) , 1984 .

[24]  P. Howitt,et al.  Capital Accumulation and Innovation as Complementary Factors in Long-Run Growth , 1998 .

[25]  C. S. Holling,et al.  Economic growth, carrying capacity, and the environment , 1995, Environment and Development Economics.

[26]  N Thompson Hobbs,et al.  Linking chronic wasting disease to mule deer movement scales: a hierarchical Bayesian approach. , 2006, Ecological applications : a publication of the Ecological Society of America.

[27]  M. Cole Limits to growth, sustainable development and environmental kuznets curves: an examination of the environmental impact of economic development , 1999 .

[28]  X. Sala-i-Martin,et al.  Determinants of Long-Term Growth: A Bayesian Averaging of Classical Estimates (Bace) Approach , 2000 .

[29]  David Wheeler Trade and the Environment: Theory and Evidence , 2006 .

[30]  Roger Perman,et al.  Evidence from Panel Unit Root and Cointegration Tests that the Environmental Kuznets Curve Does Not Exist , 2003 .

[31]  Adrian E. Raftery,et al.  Bayesian model averaging: a tutorial (with comments by M. Clyde, David Draper and E. I. George, and a rejoinder by the authors , 1999 .

[32]  Y. Mundlak On the Pooling of Time Series and Cross Section Data , 1978 .

[33]  M. Bleaney,et al.  Economic growth and income inequality , 2002 .

[34]  Cheng Hsiao,et al.  Analysis of Panel Data , 1987 .

[35]  L. Wasserman,et al.  A Reference Bayesian Test for Nested Hypotheses and its Relationship to the Schwarz Criterion , 1995 .

[36]  D. Stern Explaining changes in global sulfur emissions: an econometric decomposition approach , 2002 .

[37]  J. C. van den Bergh,et al.  Economic growth and emissions: reconsidering the empirical basis of environmental Kuznets curves , 1998 .

[38]  M. Steel,et al.  Model uncertainty in cross-country growth regressions , 2001 .

[39]  J. York,et al.  Bayesian Graphical Models for Discrete Data , 1995 .

[40]  James A. Robinson,et al.  The Colonial Origins of Comparative Development: An Empirical Investigation , 2000 .

[41]  Nancy L. Stokey Are There Limits to Growth , 1998 .

[42]  R. Barro,et al.  International Data on Educational Attainment Updates and Implications , 2000 .

[43]  M. Cropper,et al.  The Interaction of Population Growth and Environmental Quality , 1994 .

[44]  T. Panayotou Economic Growth and the Environment , 2000 .

[45]  Robert Joseph Andres,et al.  Historical Sulfur Dioxide Emissions 1850-2000: Methods and Results , 2004 .

[46]  L. Blume,et al.  The New Palgrave Dictionary of Economics, 2nd edition , 2008 .

[47]  Adrienne V. Scott,et al.  Education for Democracy , 1939 .

[48]  Michael T. Rock,et al.  Freshwater Use, Freshwater Scarcity, and Socioeconomic Development , 1998 .

[49]  A. Bovenberg,et al.  Environmental quality and pollution-saving technological change in a two-sector endogenous growth model , 1993 .

[50]  Edward B. Barbier,et al.  Economic growth and environmental degradation: The environmental Kuznets curve and sustainable development , 1996 .

[51]  J. Roberts,et al.  Carbon intensity and economic development 1962–1991: A brief exploration of the environmental Kuznets curve , 1997 .

[52]  Alexandra Leitão Corruption and the environmental Kuznets Curve: Empirical evidence for sulfur , 2010 .

[53]  R. Barro Government Spending in a Simple Model of Endogeneous Growth , 1988, Journal of Political Economy.