State Dependence and Long Term Site Capital in a Random Utility Model of Recreation Demand
Conventional discrete choice Random Utility Maximization (RUM) models of recreation demand ignore the influence of knowledge, or site capital, gained over past trips on current site choice, despite its obvious impact. We develop a partially dynamic RUM model that incorporates a measure of site capital as an explanatory variable in an effort to address this shortcoming. To avoid the endogeneity of past and current trip choices, we estimate an auxiliary instrumental variable regression to purge site capital of its correlation with the error terms in current site utility. Our instrumental variable regression gives a fitted value ranging between 0 and 1 for each alternative for each person – a prediction of whether or not a person visited a site. Results suggest that the presence of accumulated site capital is an important predictor of current trips, and that failure to account for site capital will likely lead to underestimates of potential welfare effects.
|Date of creation:||Dec 2007|
|Date of revision:||Dec 2007|
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- Swait, Joffre & Adamowicz, Wiktor & Bueren, Martin van, 2004. "Choice and temporal welfare impacts: incorporating history into discrete choice models," Journal of Environmental Economics and Management, Elsevier, vol. 47(1), pages 94-116, January.
- Moeltner K. & Englin J., 2004. "Choice Behavior Under Time-Variant Quality: State Dependence Versus," Journal of Business & Economic Statistics, American Statistical Association, vol. 22, pages 214-224, April.
- Joshua Angrist & Alan B. Krueger, 2001.
"Instrumental Variables and the Search for Identification: From Supply and Demand to Natural Experiments,"
NBER Working Papers
8456, National Bureau of Economic Research, Inc.
- Joshua D. Angrist & Alan B. Krueger, 2001. "Instrumental Variables and the Search for Identification: From Supply and Demand to Natural Experiments," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 69-85, Fall.
- Joshua Angrist & Alan B. Krueger, 2001. "Instrumental Variables and the Search for Identification: From Supply and Demand to Natural Experiments," Working Papers 834, Princeton University, Department of Economics, Industrial Relations Section..
- Becker, Gary S & Murphy, Kevin M, 1988.
"A Theory of Rational Addiction,"
Journal of Political Economy,
University of Chicago Press, vol. 96(4), pages 675-700, August.
- Gary S. Becker & Kevin M. Murphy, 1986. "A Theory of Rational Addiction," University of Chicago - George G. Stigler Center for Study of Economy and State 41, Chicago - Center for Study of Economy and State.
- Imbens, Guido W & Angrist, Joshua D, 1994.
"Identification and Estimation of Local Average Treatment Effects,"
Econometric Society, vol. 62(2), pages 467-475, March.
- Joshua D. Angrist & Guido W. Imbens, 1995. "Identification and Estimation of Local Average Treatment Effects," NBER Technical Working Papers 0118, National Bureau of Economic Research, Inc.
- Smith, Martin D., 2005. "State dependence and heterogeneity in fishing location choice," Journal of Environmental Economics and Management, Elsevier, vol. 50(2), pages 319-340, September.
- Phaneuf, Daniel J. & Smith, V. Kerry, 2006. "Recreation Demand Models," Handbook of Environmental Economics, in: K. G. Mäler & J. R. Vincent (ed.), Handbook of Environmental Economics, edition 1, volume 2, chapter 15, pages 671-761 Elsevier.
- Adamowicz, Wiktor L., 1994. "Habit Formation And Variety Seeking In A Discrete Choice Model Of Recreation Demand," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 19(01), July.
- Provencher, Bill & Bishop, Richard C., 1997. "An Estimable Dynamic Model of Recreation Behavior with an Application to Great Lakes Angling," Journal of Environmental Economics and Management, Elsevier, vol. 33(2), pages 107-127, June.
- Rust, John, 1987. "Optimal Replacement of GMC Bus Engines: An Empirical Model of Harold Zurcher," Econometrica, Econometric Society, vol. 55(5), pages 999-1033, September.
- Loomis, John B., 1995. "Four models for determining environmental quality effects on recreational demand and regional economics," Ecological Economics, Elsevier, vol. 12(1), pages 55-65, January.
- Landry, Craig E. & Liu, Haiyong, 2009. "A semi-parametric estimator for revealed and stated preference data--An application to recreational beach visitation," Journal of Environmental Economics and Management, Elsevier, vol. 57(2), pages 205-218, March.
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