An empirical analysis of milk addiction.

We show the estimable rational addiction model tends to yield spurious evidence in favor of the rational addiction hypothesis when aggregate data are used. Direct application of the canonical model yields results seemingly indicative that non-addictive commodities such as milk, eggs, and oranges are rationally addictive. Monte Carlo simulation demonstrates that such results are likely to obtain whenever the commodity under scrutiny exhibits high serial correlation, or when even a small amount of the variation in prices is endogenous, or when overidentified instrumental variables estimators are used, or when commonly imposed restrictions are employed. We conclude that time-series data will often be insufficient to differentiate rational addiction from serial correlation in the consumption series.

[1]  Peter C. B. Phillips,et al.  Approximations to Some Finite Sample Distributions Associated with a First-Order Stochastic Difference Equation , 1977 .

[2]  James J. Heckman,et al.  Estimating treatment effects for discrete outcomes when responses to treatment vary: an application to Norwegian vocational rehabilitation programs , 2005 .

[3]  F. Chaloupka,et al.  Determinants of Smoking Cessation: an Analysis of Young Adult Men and Women , 1999 .

[4]  J. M. Griffin,et al.  Rational addiction to alcohol: panel data analysis of liquor consumption. , 2002, Health economics.

[5]  T. Schelling,et al.  Criteria for determining an optimal cigarette tax: the economist's perspective , 1995 .

[6]  D. Hinkley On the ratio of two correlated normal random variables , 1969 .

[7]  D. Kenkel,et al.  Accounting for misclassification error in retrospective smoking data. , 2004, Health economics.

[8]  Patrick M. O'Malley,et al.  Effects of Price and Access Laws on Teenage Smoking Initiation: A National Longitudinal Analysis , 2001 .

[9]  J. Labeaga A double-hurdle rational addiction model with heterogeneity: Estimating the demand for tobacco , 1999 .

[10]  J. MacKinnon,et al.  Estimation and inference in econometrics , 1994 .

[11]  Donald Kenkel,et al.  Smoke or fog? The usefulness of retrospectively reported information about smoking. , 2003, Addiction.

[12]  S. Glied Is smoking delayed smoking averted? , 2003, American journal of public health.

[13]  John W. Galbraith,et al.  Taxation, smuggling and demand for cigarettes in Canada: evidence from time-series data. , 1997, Journal of health economics.

[14]  Theodore E. Keeler,et al.  CIGARETTE TAXATION AND DEMAND: AN EMPIRICAL MODEL , 1994 .

[15]  J. Harris,et al.  The continuum-of-addiction: cigarette smoking in relation to price among Americans aged 15-29. , 1999, Health economics.

[16]  Ruqu Wang The Optimal Consumption and the Quitting of Harmful Addictive Goods , 2007 .

[17]  S. Glied Youth tobacco control: reconciling theory and empirical evidence. , 2002, Journal of health economics.

[18]  Justin L. Tobias,et al.  Simple Estimators for Treatment Parameters in a Latent-Variable Framework , 2003, Review of Economics and Statistics.

[19]  Jonathan H. Wright,et al.  A Survey of Weak Instruments and Weak Identification in Generalized Method of Moments , 2002 .

[20]  Pamela Mobilia,et al.  Gambling as a rational addiction , 1993, Journal of Gambling Studies.

[21]  J. Escario,et al.  Estimating anticipated and nonanticipated demand elasticities for cigarettes in Spain , 2000 .

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

[23]  Samuel Cameron,et al.  Rational addiction and the demand for cinema , 1999 .

[24]  Athanasios Orphanides,et al.  Rational Addiction with Learning and Regret , 1995, Journal of Political Economy.

[25]  Nilss Olekalns,et al.  Rational Addiction to Caffeine: An Analysis of Coffee Consumption , 1996, Journal of Political Economy.

[26]  David F. Hendry,et al.  Monte carlo experimentation in econometrics , 1984 .

[27]  Robust system estimation of causal eects on binary outcomes, with application to eect of alcohol abuse on employment , 2002 .

[28]  A. Biglan,et al.  Longitudinal changes in adolescent cigarette smoking behavior: Onset and cessation , 1988, Journal of Behavioral Medicine.

[29]  F. Chaloupka,et al.  Price, Clean Indoor Air, and Cigarette Smoking: Evidence from the Longitudinal Data for Young Adults , 1999 .

[30]  T E Keeler,et al.  Taxation, regulation, and addiction: a demand function for cigarettes based on time-series evidence. , 1991, Journal of health economics.

[31]  D. Conniffe Models of Irish tobacco consumption , 1995 .

[32]  Terrence Kinal,et al.  The Existence of Moments of k-Class Estimators , 1980 .

[33]  D. Dranove,et al.  Physician-induced demand for childbirths. , 1994, Journal of health economics.

[34]  J. Heckman Instrumental Variables: A Study of Implicit Behavioral Assumptions Used in Making Program Evaluations. , 1997 .

[35]  Paul A. Bekker,et al.  ALTERNATIVE APPROXIMATIONS TO THE DISTRIBUTIONS OF INSTRUMENTAL VARIABLE ESTIMATORS , 1994 .

[36]  Joshua D. Angrist,et al.  Identification of Causal Effects Using Instrumental Variables , 1993 .

[37]  Douglas Coate,et al.  The Effects of Government Regulation on Teenage Smoking , 1981, The Journal of Law and Economics.

[38]  A. Cameron,et al.  Microeconometrics: Methods and Applications , 2005 .

[39]  Kevin M. Murphy,et al.  A Theory of Rational Addiction , 1988, Journal of Political Economy.

[40]  D. Kenkel,et al.  Putting Out the Fires: Will Higher Taxes Reduce the Onset of Youth Smoking? , 2002, Journal of Political Economy.

[41]  Tor Eriksson,et al.  Rational Addiction and Alcohol Consumption: Evidence from the Nordic countries , 1999 .

[42]  D. Rubin,et al.  Bayesian inference for causal effects in randomized experiments with noncompliance , 1997 .

[43]  Donley T. Studlar,et al.  Tobacco Control: Comparative Politics in the United States and Canada , 2002 .

[44]  Andrew M. Jones A double‐hurdle model of cigarette consumption , 1989 .

[45]  Michael Grossman,et al.  The demand for cocaine by young adults: a rational addiction approach. , 1998, Journal of health economics.

[46]  Are cigarette bans really good economic policy? , 2001 .

[47]  Frank Bretz,et al.  Comparison of Methods for the Computation of Multivariate t Probabilities , 2002 .

[48]  N. Olekalns,et al.  Cigarette and Tobacco Consumption: Have Anti-Smoking Policies Made a Difference? , 1999 .

[49]  J K Hammitt,et al.  The price elasticity of opium in Taiwan, 1914-1942. , 1999, Journal of health economics.

[50]  S. Chib,et al.  Bayesian analysis of cross-section and clustered data treatment models , 2000 .

[51]  Jenny Williams Habit formation and college students' demand for alcohol. , 2005, Health economics.

[52]  Jonathan Zinman,et al.  Youth Smoking in the U.S.: Evidence and Implications , 2000 .

[53]  B S Ferguson,et al.  Interpreting the rational addiction model. , 2000, Health economics.

[54]  F. Chaloupka Rational Addictive Behavior and Cigarette Smoking , 1990, Journal of Political Economy.

[55]  M. Auld Causal Effect of Early Initiation on Adolescent Smoking Patterns , 2005 .

[56]  Arthur S. Goldberger,et al.  ABNORMAL SELECTION BIAS , 1983 .

[57]  Hana Ross,et al.  The importance of peer effects, cigarette prices and tobacco control policies for youth smoking behavior. , 2005, Journal of health economics.

[58]  R. Clayton,et al.  The effectiveness of Drug Abuse Resistance Education (project DARE): 5-year follow-up results. , 1996, Preventive medicine.

[59]  J. M. Griffin,et al.  The Econometrics of Rational Addiction , 2001 .