IDEAS home Printed from https://ideas.repec.org/p/nev/wpaper/wp200711.html
   My bibliography  Save this paper

State Dependence and Long Term Site Capital in a Random Utility Model of Recreation Demand

Author

Listed:
  • D. Matthew Massey
  • George R. Parsons

Abstract

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.

Suggested Citation

  • D. Matthew Massey & George R. Parsons, 2007. "State Dependence and Long Term Site Capital in a Random Utility Model of Recreation Demand," NCEE Working Paper Series 200711, National Center for Environmental Economics, U.S. Environmental Protection Agency, revised Dec 2007.
  • Handle: RePEc:nev:wpaper:wp200711
    as

    Download full text from publisher

    File URL: https://www.epa.gov/environmental-economics/working-paper-state-dependence-and-long-term-site-capital-random-utility
    File Function: First version, 2007
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. 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.
    2. 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.
    3. 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.
    4. 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.
    5. Imbens, Guido W & Angrist, Joshua D, 1994. "Identification and Estimation of Local Average Treatment Effects," Econometrica, Econometric Society, vol. 62(2), pages 467-475, March.
    6. 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.
    7. 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.
    8. 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.
    9. 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), pages 1-13, July.
    10. 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.
    11. 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.
    12. Joshua Angrist & Alan 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..
    13. 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.
    14. Pollak, Robert A, 1970. "Habit Formation and Dynamic Demand Functions," Journal of Political Economy, University of Chicago Press, vol. 78(4), pages 745-763, Part I Ju.
    15. James J. Heckman, 1981. "Heterogeneity and State Dependence," NBER Chapters, in: Studies in Labor Markets, pages 91-140, National Bureau of Economic Research, Inc.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Yi, DongGyu, 2014. "Three studies on environmental valuation," ISU General Staff Papers 201401010800005065, Iowa State University, Department of Economics.
    2. Todd Guilfoos & Priya Thomas & Sonja Kolstoe, 2024. "Estimating habit‐forming and variety‐seeking behavior: Valuation of recreational birdwatching," American Journal of Agricultural Economics, John Wiley & Sons, vol. 106(3), pages 1193-1216, May.
    3. Jonathan Klick & Thomas Stratmann, 2006. "Subsidizing Addiction: Do State Health Insurance Mandates Increase Alcohol Consumption?," The Journal of Legal Studies, University of Chicago Press, vol. 35(1), pages 175-198, January.
    4. 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.
    5. 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.
    6. Yiming He & Thomas M. Fullerton, 2020. "The economic analysis of instrument variables estimation in dynamic optimal models with an application to the water consumption," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 66(9), pages 413-423.
    7. Ellis, Jimmy R. & Gershenson, Seth, 2016. "LATE for the Meeting: Gender, Peer Advising, and College Success," IZA Discussion Papers 9956, Institute of Labor Economics (IZA).
    8. Kumse, Kaittisak & Suzuki, Nobuhiro & Sato, Takeshi & Demont, Matty, 2021. "The spillover effect of direct competition between marketing cooperatives and private intermediaries: Evidence from the Thai rice value chain," Food Policy, Elsevier, vol. 101(C).
    9. Timothy F. Harris & Aaron Yelowitz, 2018. "Life Insurance Holdings And Well‐Being Of Surviving Spouses," Contemporary Economic Policy, Western Economic Association International, vol. 36(3), pages 526-538, July.
    10. Shin-Yi Chou & Jin-Tan Liu & James Hammitt, 2006. "Households’ precautionary behaviors—the effects of the introduction of National Health Insurance in Taiwan," Review of Economics of the Household, Springer, vol. 4(4), pages 395-421, December.
    11. Lin, Wanchuan & Sloan, Frank, 2015. "Risk perceptions and smoking decisions of adult Chinese men," Journal of Health Economics, Elsevier, vol. 39(C), pages 60-73.
    12. Mont, Daniel & Nguyen, Cuong, 2013. "Does Parental Disability Matter to Child Education? Evidence from Vietnam," World Development, Elsevier, vol. 48(C), pages 88-107.
    13. Eva Deuchert & Martin Huber, 2017. "A Cautionary Tale About Control Variables in IV Estimation," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 79(3), pages 411-425, June.
    14. Cook, Philip J. & Moore, Michael J., 2000. "Alcohol," Handbook of Health Economics, in: A. J. Culyer & J. P. Newhouse (ed.), Handbook of Health Economics, edition 1, volume 1, chapter 30, pages 1629-1673, Elsevier.
    15. Schwerdt, Guido & Messer, Dolores & Woessmann, Ludger & Wolter, Stefan C., 2012. "The impact of an adult education voucher program: Evidence from a randomized field experiment," Journal of Public Economics, Elsevier, vol. 96(7-8), pages 569-583.
    16. Bennedsen, Morten & Nielsen, Kasper & Pérez-González, Francisco & Wolfenzon, Daniel, 2005. "Inside the Family Firm," Working Papers 21-2005, Copenhagen Business School, Department of Economics.
    17. Arora, Varun & Chakravarty, Sujoy & Kapoor, Hansika & Mukherjee, Shagata & Roy, Shubhabrata & Tagat, Anirudh, 2023. "No going back: COVID-19 disease threat perception and male migrants' willingness to return to work in India," Journal of Economic Behavior & Organization, Elsevier, vol. 209(C), pages 533-546.
    18. Omar Galárraga & David S. Salkever & Judith A. Cook & Stephen J. Gange, 2010. "An instrumental variables evaluation of the effect of antidepressant use on employment among HIV‐infected women using antiretroviral therapy in the United States: 1996–2004," Health Economics, John Wiley & Sons, Ltd., vol. 19(2), pages 173-188, February.
    19. Öberg, Stefan, 2021. "Treatment for natural experiments: How to improve causal estimates using conceptual definitions and substantive interpretations," SocArXiv pkyue, Center for Open Science.
    20. Timothy J. Bartik, 2004. "Evaluating the Impacts of Local Economic Development Policies on Local Economic Outcomes: What Has Been Done and What Is Doable?," Book chapters authored by Upjohn Institute researchers, in: Evaluating Local Economic and Employment Development: How to Access Waht Works Among Programmes and Policies, pages 113-142, W.E. Upjohn Institute for Employment Research.

    More about this item

    Keywords

    site capital; state dependence; beach recreation; travel cost;
    All these keywords.

    JEL classification:

    • Q26 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Renewable Resources and Conservation - - - Recreational Aspects of Natural Resources

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:nev:wpaper:wp200711. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Cynthia Morgan (email available below). General contact details of provider: https://edirc.repec.org/data/nepgvus.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.