Taste Indicators and Heterogeneous Revealed Preferences for Congestion in Recreation Demand
Researchers using revealed preference data have mostly relied on the Mixed Logit (ML) framework to model unobserved heterogeneity. In this paper, we suggest an extension of this model where we integrate direct measures of taste and revealed preferences, under a unified econometric setting, to describe heterogeneous preferences for congestion in recreation demand. ML is a random parameter discrete choice model, which decomposes the coefficients of the regression equation into a mean effect shared by all individuals in the sample, and a deviation with respect to this mean, specific to each individual. Within this structure, heterogeneity is summarized using a parametric density function for the coefficients of the model. From this distribution one can identify the portion of people who like or dislike an attribute of the good. On the other hand, taste indicators, represented in a like-dislike scale, constitute complementary information about the distribution of tastes in the population. We combine both sources of information to characterize preferences in our model. The traditional ML suggests almost 60% of people in the sample like crowded places while our integrated model implies almost 100% of the people dislike congestion. These results show the beneâ€¦ts of using taste indicators to describe heterogeneous preferences for attributes describing alternatives of a choice set.
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- Timmins, Christopher & Murdock, Jennifer, 2007. "A revealed preference approach to the measurement of congestion in travel cost models," Journal of Environmental Economics and Management, Elsevier, vol. 53(2), pages 230-249, March.
- Louviere, Jordan J, 2001. " What If Consumer Experiments Impact Variances as Well as Means? Response Variability as a Behavioral Phenomenon," Journal of Consumer Research, University of Chicago Press, vol. 28(3), pages 506-11, December.
- J. Miguel Villas-Boas & Russell S. Winer, 1999. "Endogeneity in Brand Choice Models," Management Science, INFORMS, vol. 45(10), pages 1324-1338, October.
- Kenneth E. McConnell, 1977. "Congestion and Willingness to Pay: A Study of Beach Use," Land Economics, University of Wisconsin Press, vol. 53(2), pages 185-195.
- Harris, Katherine M. & Keane, Michael P., 1998. "A model of health plan choice:: Inferring preferences and perceptions from a combination of revealed preference and attitudinal data," Journal of Econometrics, Elsevier, vol. 89(1-2), pages 131-157, November.
- Berry, Steven & Levinsohn, James & Pakes, Ariel, 1995. "Automobile Prices in Market Equilibrium," Econometrica, Econometric Society, vol. 63(4), pages 841-90, July.
- von Haefen R.H. & Phaneuf D.J. & Parsons G.R., 2004. "Estimation and Welfare Analysis With Large Demand Systems," Journal of Business & Economic Statistics, American Statistical Association, vol. 22, pages 194-205, April.
- F. J. Anderson & N. C. Bonsor, 1974. "Allocation, Congestion, and the Valuation of Recreational Resources," Land Economics, University of Wisconsin Press, vol. 50(1), pages 51-57.
- Ben-Akiva, Moshe & McFadden, Daniel & Train, Kenneth & Börsch-Supan, Axel, 2002.
"Hybrid Choice Models: Progress and Challenges,"
Sonderforschungsbereich 504 Publications
02-29, Sonderforschungsbereich 504, Universität Mannheim;Sonderforschungsbereich 504, University of Mannheim.
- Peter Schuhmann & Kurt Schwabe, 2004. "An Analysis of Congestion Measures and Heterogeneous Angler Preferences in a Random Utility Model of Recreational Fishing," Environmental & Resource Economics, European Association of Environmental and Resource Economists, vol. 27(4), pages 429-450, April.
- Boxall, Peter C. & Rollins, Kimberly S. & Englin, Jeffrey E., 2002.
"Heterogeneous Preferences For Congestion During A Wilderness Experience,"
34133, University of Guelph, Department of Food, Agricultural and Resource Economics.
- Boxall, Peter & Rollins, Kimberly & Englin, Jeffrey, 2003. "Heterogeneous preferences for congestion during a wilderness experience," Resource and Energy Economics, Elsevier, vol. 25(2), pages 177-195, May.
- Bo Shelby, 1980. "Crowding Models for Backcountry Recreation," Land Economics, University of Wisconsin Press, vol. 56(1), pages 43-55.
- Deyak, Timothy A. & Smith, V. Kerry, 1978. "Congestion and participation in outdoor recreation: A household production function approach," Journal of Environmental Economics and Management, Elsevier, vol. 5(1), pages 63-80, March.
- Murdock, Jennifer, 2006. "Handling unobserved site characteristics in random utility models of recreation demand," Journal of Environmental Economics and Management, Elsevier, vol. 51(1), pages 1-25, January.
- Jordan Louviere & Kenneth Train & Moshe Ben-Akiva & Chandra Bhat & David Brownstone & Trudy Cameron & Richard Carson & J. Deshazo & Denzil Fiebig & William Greene & David Hensher & Donald Waldman, 2005. "Recent Progress on Endogeneity in Choice Modeling," Marketing Letters, Springer, vol. 16(3), pages 255-265, December.
- Train, Kenneth E & McFadden, Daniel L & Goett, Andrew A, 1987. "Consumer Attitudes and Voluntary Rate Schedules for Public Utilities," The Review of Economics and Statistics, MIT Press, vol. 69(3), pages 383-91, August.
- Kerry Smith, V., 1981. "Congestion, travel cost recreational demand models, and benefit evaluation," Journal of Environmental Economics and Management, Elsevier, vol. 8(1), pages 92-96, March.
- McConnell, K. E., 1988. "Heterogeneous preferences for congestion," Journal of Environmental Economics and Management, Elsevier, vol. 15(3), pages 251-258, September.
- Bell, Frederick W. & Leeworthy, Vernon R., 1990. "Recreational demand by tourists for saltwater beach days," Journal of Environmental Economics and Management, Elsevier, vol. 18(3), pages 189-205, May.
- Walker, Joan & Ben-Akiva, Moshe, 2002. "Generalized random utility model," Mathematical Social Sciences, Elsevier, vol. 43(3), pages 303-343, July.
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