Quasi-Experimental and Experimental Approaches to Environmental Economics

This paper argues that an increased application of quasi-experimental and experimental techniques will improve understanding about core environmental economics questions. This argument is supported by a review of the limitations of associational evidence in assessing causal hypotheses. The paper also discusses the benefits of experiments and quasi-experiments, outlines some quasi-experimental methods, and highlights threats to their validity. It then illustrates the quasi-experimental method by assessing the validity of a quasi-experiment that aims to estimate the impact of the Endangered Species Act on property markets in North Carolina. The paper's larger argument is that greater application of experimental and quasi-experimental techniques can identify efficient policies that increase social welfare.

[1]  J. Heckman,et al.  Determining the Impact of Federal Antidiscrimination Policy on the Economic Status of Blacks: a Study of South Carolina , 1989 .

[2]  Paul J. Ferraro,et al.  The effectiveness of the US endangered species act: An econometric analysis using matching methods , 2007 .

[3]  D. Freedman Statistical models and shoe leather , 1989 .

[4]  Michael Greenstone,et al.  Did the Clean Air Act cause the remarkable decline in sulfur dioxide concentrations , 2004 .

[5]  P. Holland Statistics and Causal Inference , 1985 .

[6]  James J. Heckman,et al.  Instrumental Variables Methods for the Correlated Random Coefficient Model: Estimating the Average Rate of Return to Schooling When the Return is Correlated with Schooling , 1998 .

[7]  M. Cropper,et al.  Environmental Economics: A Survey , 1992 .

[8]  D. Rubin Estimating causal effects of treatments in randomized and nonrandomized studies. , 1974 .

[9]  U. Epa Guidelines for carcinogen risk assessment , 1986 .

[10]  Michael Greenstone,et al.  The Economic Impacts of Climate Change: Evidence from Agricultural Profits and Random Fluctuations in Weather , 2007 .

[11]  W. Kip Viscusi,et al.  Are Risk Regulators Rational? Evidence from Hazardous Waste Cleanup Decisions , 1999 .

[12]  D. Rubin Assignment to Treatment Group on the Basis of a Covariate , 1976 .

[13]  Oshua,et al.  USING MAIMONIDES’ RULE TO ESTIMATE THE EFFECT OF CLASS SIZE ON SCHOLASTIC ACHIEVEMENT* , 2003 .

[14]  K. Dickersin The existence of publication bias and risk factors for its occurrence. , 1990, JAMA.

[15]  David Card,et al.  Using Geographic Variation in College Proximity to Estimate the Return to Schooling , 1993 .

[16]  R. Lalonde Evaluating the Econometric Evaluations of Training Programs with Experimental Data , 1984 .

[17]  D. Rubin,et al.  The central role of the propensity score in observational studies for causal effects , 1983 .

[18]  Alix Peterson Zwane,et al.  Spring Cleaning: A Randomized Evaluation of Source Water Quality Improvement , 2006 .

[19]  Michael Greenstone,et al.  Mandated Disclosure, Stock Returns, and the 1964 Securities Acts Amendments , 2005 .

[20]  J. Angrist,et al.  Identification and Estimation of Local Average Treatment Effects , 1995 .

[21]  J. Quigley,et al.  The Urban Impacts of the Endangered Species Act: A General Equilibrium Analysis , 2006 .

[22]  Randy A. Becker,et al.  Effects of Air Quality Regulation on in Polluting Industries , 1997 .

[23]  J. Snow On the Mode of Communication of Cholera , 1856, Edinburgh medical journal.

[24]  Guido W. Imbens,et al.  Regression Discontinuity Designs: A Guide to Practice. NBER Working Paper No. 13039. , 2007 .

[25]  Victor Lavy,et al.  Does Teacher Training Affect Pupil Learning? Evidence from Matched Comparisons in Jerusalem Public Schools , 1998, Journal of Labor Economics.

[26]  T. Haavelmo,et al.  The probability approach in econometrics , 1944 .

[27]  J. Mill A System of Logic , 1843 .

[28]  Randy A. Becker,et al.  Effects of Air Quality Regulations on Polluting Industries , 1997, Journal of Political Economy.

[29]  James J. Heckman,et al.  Human Capital Formation and General Equilibrium Treatment Effects: A Study of Tax and Tuition Policy , 2005 .

[30]  J. Angrist,et al.  Empirical Strategies in Labor Economics , 1998 .

[31]  P. Portney The theory of environmental policy , 1976 .

[32]  Bruce D. Meyer Natural and Quasi- Experiments in Economics , 1994 .

[33]  Michael Greenstone,et al.  The Economic Impacts of Climate Change: Evidence from Agricultural Profits and Random Fluctuations in Weather , 2004 .

[34]  D. Rubin ASSIGNMENT TO TREATMENT GROUP ON THE BASIS OF A COVARIATE , 1976 .

[35]  J. Heckman Micro Data, Heterogeneity, and the Evaluation of Public Policy: Nobel Lecture , 2001, Journal of Political Economy.

[36]  J. Angrist,et al.  Identification and Estimation of Local Average Treatment Effects , 1994 .

[37]  Ted Gayer,et al.  Market-based Approaches to Environmental Regulation , 2006, Found. Trends Microeconomics.

[38]  Bruce D. Meyer Unemployment Insurance and Unemployment Spells , 1988 .

[39]  Orley Ashenfelter,et al.  Estimates of the Economic Return to Schooling from a New Sample of Twins , 1992 .

[40]  O. Ashenfelter,et al.  Estimating the Effect of Training Programs on Earnings , 1976 .

[41]  J. List Neoclassical Theory Versus Prospect Theory: Evidence from the Marketplace , 2003 .

[42]  K. Chay The Impact of Federal Civil Rights Policy on Black Economic Progress: Evidence from the Equal Employment Opportunity Act of 1972 , 1998 .

[43]  M. Hurd Research on the Elderly: Economic Status, Retirement, and Consumption and Saving , 1990 .

[44]  Monique Florenzano,et al.  General Equilibrium Analysis , 2003 .

[45]  A. Krueger,et al.  Experimental Estimates of Education Production Functions , 1997 .

[46]  Richard J. Rochelle An Analysis of Outsourcing of Installation Services Under Office of Management and Budget (OMB) Circular A-76. , 1999 .

[47]  David A. Jaeger,et al.  Problems with Instrumental Variables Estimation when the Correlation between the Instruments and the Endogenous Explanatory Variable is Weak , 1995 .

[48]  J. Angrist,et al.  Using Maimonides&Apos; Rule to Estimate the Effect of Class Size on Student Achievement , 1997 .

[49]  L. Delbeke Quasi-experimentation - design and analysis issues for field settings - cook,td, campbell,dt , 1980 .

[50]  Christopher R. Taber,et al.  Selection on Observed and Unobserved Variables: Assessing the Effectiveness of Catholic Schools , 2000, Journal of Political Economy.

[51]  Lloyd L. Weinreb What are Civil Rights? , 1991, Social Philosophy and Policy.

[52]  Christopher Timmins,et al.  Migration and Hedonic Valuation: The Case of Air Quality , 2006 .

[53]  Michael Greenstone,et al.  WELCOME Does Hazardous Waste Matter ? Evidence from the Housing Market and the Superfund Program * , 2005 .

[54]  J. Michael,et al.  Preemptive Habitat Destruction under the Endangered Species Act* , 2003, The Journal of Law and Economics.

[55]  R. Zeckhauser,et al.  The perils of prudence: how conservative risk assessments distort regulation. , 1988, Regulatory toxicology and pharmacology : RTP.

[56]  R. Paterson,et al.  The Effects of Critical Habitat Designation on Housing Supply: An Analysis of California Housing Construction Activity , 2006 .

[57]  David Card,et al.  Time-Series Minimum-Wage Studies: A Meta-analysis , 1995 .

[58]  Lance Lochner,et al.  General Equilibrium Treatment Effects: A Study of Tuition Policy , 1998 .

[59]  Ronald W. Shephard,et al.  A Mathematical Theory of the Incidence of Taxation , 1944 .

[60]  David Card,et al.  The Impact of Nearly Universal Insurance Coverage on Health Care Utilization: Evidence from Medicare. , 2008, The American economic review.

[61]  M. Greenstone,et al.  Civil Rights, the War on Poverty, and Black-White Convergence in Infant Mortality in the Rural South and Mississippi , 2006 .

[62]  J. Hausman Specification tests in econometrics , 1978 .

[63]  小林 信治,et al.  自然資源および環境資源への制御理論の適用-解説-上-(Journal of Environmental Economics and Management,4,1977) , 1981 .

[64]  David Card,et al.  Using Regional Variation in Wages to Measure the Effects of the Federal Minimum Wage , 1992 .

[65]  Orley Ashenfelter,et al.  Using the Longitudinal Structure of Earnings to Estimate the Effect of Training Programs , 1984 .

[66]  Captain Y. B. Nusfield Public Health , 1906, Canadian Medical Association journal.

[67]  Michael Kremer,et al.  Chapter 61 Using Randomization in Development Economics Research: A Toolkit ★ , 2007 .

[68]  Kevin Lang,et al.  Are all Economic Hypotheses False? , 1992, Journal of Political Economy.

[69]  Marina Krakovsky Register or perish. , 2004 .

[70]  J. Rakovan Greenstone , 2008 .

[71]  Edward Miguel,et al.  Worms: Identifying Impacts on Education and Health in the Presence of Treatment Externalities, Guide to Replication of Miguel and Kremer (2004) , 2014 .

[72]  J. Heckman Micro Data, Heterogeneity and the Evaluation of Public Policy Part 2 , 2005 .

[73]  T. Cook,et al.  Quasi-experimentation: Design & analysis issues for field settings , 1979 .

[74]  J. Stock,et al.  Instrumental Variables Regression with Weak Instruments , 1994 .

[75]  Sandra E. Black Do better schools matter? Parental valuation of elementary education , 1999 .

[76]  David S. Lee,et al.  Economic Impacts of New Unionization on Private Sector Employers: 1984–2001 , 2004 .