IDEAS home Printed from https://ideas.repec.org/a/eee/eejocm/v33y2019ics1755534518300289.html
   My bibliography  Save this article

Analysis of the economic impact of water management policy on residential prices: Modifying choice set formation in a discrete house choice analysis

Author

Listed:
  • Kim, Hyun No
  • Boxall, Peter C.
  • Adamowicz, W.L.(Vic)

Abstract

This paper extends discrete residential choice models by incorporating choice set formation. Most discrete residential choice models make relatively arbitrary assumptions about the choice set – the set of houses to be considered by the purchaser. In this paper we explore several formulations of endogenous choice sets in which the decision maker's selection of a choice set is based on certain attributes and the final selection is made from this reduced choice set. The proposed approach is empirically applied to a housing transaction dataset and welfare measures are generated for non-marginal changes associated with a water management policy. A comparison of models across different temporal windows to define an individual's choice set shows that model parameters are sensitive to the assumptions used to define the choice sets. The models that approximate choice set formation improve the efficiency of estimation and influence estimated welfare measures suggesting the importance of choice set formation in the context of discrete housing choice models.

Suggested Citation

  • Kim, Hyun No & Boxall, Peter C. & Adamowicz, W.L.(Vic), 2019. "Analysis of the economic impact of water management policy on residential prices: Modifying choice set formation in a discrete house choice analysis," Journal of choice modelling, Elsevier, vol. 33(C).
    • Handle: RePEc:eee:eejocm:v:33:y:2019:i:c:s1755534518300289
    DOI: 10.1016/j.jocm.2018.07.001
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1755534518300289
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.jocm.2018.07.001?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. H. Spencer Banzhaf & V. Kerry Smith, 2007. "Meta-analysis in model implementation: choice sets and the valuation of air quality improvements," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(6), pages 1013-1031.
    2. Raymond B. Palmquist & Adis Israngkura, 1999. "Valuing Air Quality With Hedonic and Discrete Choice Models," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 81(5), pages 1128-1133.
    3. Phaneuf,Daniel J. & Requate,Till, 2017. "A Course in Environmental Economics," Cambridge Books, Cambridge University Press, number 9781107004177.
    4. Haab, Timothy C. & Hicks, Robert L., 1997. "Accounting for Choice Set Endogeneity in Random Utility Models of Recreation Demand," Journal of Environmental Economics and Management, Elsevier, vol. 34(2), pages 127-147, October.
    5. Earnhart, Dietrich, 2002. "Combining Revealed and Stated Data to Examine Housing Decisions Using Discrete Choice Analysis," Journal of Urban Economics, Elsevier, vol. 51(1), pages 143-169, January.
    6. Rashidi, Taha Hossein & Auld, Joshua & Mohammadian, Abolfazl (Kouros), 2012. "A behavioral housing search model: Two-stage hazard-based and multinomial logit approach to choice-set formation and location selection," Transportation Research Part A: Policy and Practice, Elsevier, vol. 46(7), pages 1097-1107.
    7. Hyun No Kim & Peter C. Boxall & W. L. (Vic) Adamowicz, 2016. "The Demonstration and Capture of the Value of an Ecosystem Service: A Quasi-Experimental Hedonic Property Analysis," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 98(3), pages 819-837.
    8. Allen Klaiber, H. & Phaneuf, Daniel J., 2010. "Valuing open space in a residential sorting model of the Twin Cities," Journal of Environmental Economics and Management, Elsevier, vol. 60(2), pages 57-77, September.
    9. Bayer, Patrick & Keohane, Nathaniel & Timmins, Christopher, 2009. "Migration and hedonic valuation: The case of air quality," Journal of Environmental Economics and Management, Elsevier, vol. 58(1), pages 1-14, July.
    10. Swait, Joffre & Ben-Akiva, Moshe, 1987. "Empirical test of a constrained choice discrete model: Mode choice in São Paulo, Brazil," Transportation Research Part B: Methodological, Elsevier, vol. 21(2), pages 103-115, April.
    11. A. Stewart Fotheringham, 1988. "Note—Consumer Store Choice and Choice Set Definition," Marketing Science, INFORMS, vol. 7(3), pages 299-310.
    12. Phaneuf,Daniel J. & Requate,Till, 2017. "A Course in Environmental Economics," Cambridge Books, Cambridge University Press, number 9780521178693.
    13. Swait, Joffre & Ben-Akiva, Moshe, 1987. "Incorporating random constraints in discrete models of choice set generation," Transportation Research Part B: Methodological, Elsevier, vol. 21(2), pages 91-102, April.
    14. Daniel J. Phaneuf & V. Kerry Smith & Raymond B. Palmquist & Jaren C. Pope, 2008. "Integrating Property Value and Local Recreation Models to Value Ecosystem Services in Urban Watersheds," Land Economics, University of Wisconsin Press, vol. 84(3), pages 361-381.
    15. Tra, Constant I., 2010. "A discrete choice equilibrium approach to valuing large environmental changes," Journal of Public Economics, Elsevier, vol. 94(1-2), pages 183-196, February.
    16. Martínez, Francisco & Aguila, Felipe & Hurtubia, Ricardo, 2009. "The constrained multinomial logit: A semi-compensatory choice model," Transportation Research Part B: Methodological, Elsevier, vol. 43(3), pages 365-377, March.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Yang Wang & Kangmin Wu & Jing Qin & Changjian Wang & Hong’ou Zhang, 2020. "Examining Spatial Heterogeneity Effects of Landscape and Environment on the Residential Location Choice of the Highly Educated Population in Guangzhou, China," Sustainability, MDPI, vol. 12(9), pages 1-20, May.
    2. Yang Wang & Xiaoli Yue & Hong’ou Zhang & Yongxian Su & Jing Qin, 2021. "Relationship between Urban Floating Population Distribution and Livability Environment: Evidence from Guangzhou’s Urban District, China," Sustainability, MDPI, vol. 13(23), pages 1-15, December.

    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. Li, Lianhua & Adamowicz, Wiktor & Swait, Joffre, 2015. "The effect of choice set misspecification on welfare measures in random utility models," Resource and Energy Economics, Elsevier, vol. 42(C), pages 71-92.
    2. Hicks, Robert L. & Holland, Daniel S. & Kuriyama, Peter T. & Schnier, Kurt E., 2020. "Choice sets for spatial discrete choice models in data rich environments," Resource and Energy Economics, Elsevier, vol. 60(C).
    3. Bruno Wichmann & Minjie Chen & Wiktor Adamowicz, 2016. "Social Networks and Choice Set Formation in Discrete Choice Models," Econometrics, MDPI, vol. 4(4), pages 1-26, October.
    4. Nicolai V. Kuminoff & V. Kerry Smith & Christopher Timmins, 2010. "The New Economics of Equilibrium Sorting and its Transformational Role for Policy Evaluation," NBER Working Papers 16349, National Bureau of Economic Research, Inc.
    5. Nicolai V. Kuminoff & V. Kerry Smith & Christopher Timmins, 2013. "The New Economics of Equilibrium Sorting and Policy Evaluation Using Housing Markets," Journal of Economic Literature, American Economic Association, vol. 51(4), pages 1007-1062, December.
    6. H. Allen Klaiber & V. Kerry Smith, 2013. "Developing general equilibrium benefit analyses for social programs: an introduction and example," Chapters, in: Scott O. Farrow & Richard Zerbe, Jr. (ed.), Principles and Standards for Benefit–Cost Analysis, chapter 6, pages 194-246, Edward Elgar Publishing.
    7. Habtamu Tilahun Kassahun & Bo Jellesmark Thorsen & Joffre Swait & Jette Bredahl Jacobsen, 2020. "Social Cooperation in the Context of Integrated Private and Common Land Management," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 75(1), pages 105-136, January.
    8. Stark, Oded & Pang, Yu & Fan, Simon, 2022. "Agglomeration, pollution, and migration: A substantial link, and policy design," Discussion Papers 329522, University of Bonn, Center for Development Research (ZEF).
    9. Scrogin, David & Hofler, Richard & Boyle, Kevin J. & Milon, J. Walter, 2004. "On The Frontier Of Generating Revealed Preference Choice Sets: An Efficient Approach," 2004 Annual meeting, August 1-4, Denver, CO 20134, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    10. Qin Fan & Meri Davlasheridze, 2016. "Flood Risk, Flood Mitigation, and Location Choice: Evaluating the National Flood Insurance Program's Community Rating System," Risk Analysis, John Wiley & Sons, vol. 36(6), pages 1125-1147, June.
    11. Amy Binner & Brett Day, 2018. "How Property Markets Determine Welfare Outcomes: An Equilibrium Sorting Model Analysis of Local Environmental Interventions," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 69(4), pages 733-761, April.
    12. H. Allen Klaiber & Roger H. von Haefen, 2019. "Do Random Coefficients and Alternative Specific Constants Improve Policy Analysis? An Empirical Investigation of Model Fit and Prediction," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 73(1), pages 75-91, May.
    13. Teulings, Coen N. & Ossokina, Ioulia V. & de Groot, Henri L.F., 2018. "Land use, worker heterogeneity and welfare benefits of public goods," Journal of Urban Economics, Elsevier, vol. 103(C), pages 67-82.
    14. Zhang, Zhaohua & Hite, Diane, 2016. "Residential Location Impacts of Environmental Disamenity: The Case of Gravel Pit Operation and Landfills," 2016 Annual Meeting, February 6-9, 2016, San Antonio, Texas 229739, Southern Agricultural Economics Association.
    15. Yong Chen & David J. Lewis & Bruce Weber, 2016. "Conservation Land Amenities And Regional Economies: A Postmatching Difference-In-Differences Analysis Of The Northwest Forest Plan," Journal of Regional Science, Wiley Blackwell, vol. 56(3), pages 373-394, June.
    16. Swait, Joffre, 2009. "Choice models based on mixed discrete/continuous PDFs," Transportation Research Part B: Methodological, Elsevier, vol. 43(7), pages 766-783, August.
    17. Hamilton, Timothy L. & Phaneuf, Daniel J., 2015. "An integrated model of regional and local residential sorting with application to air quality," Journal of Environmental Economics and Management, Elsevier, vol. 74(C), pages 71-93.
    18. Truong, Thuy D. & Adamowicz, Wiktor L. (Vic) & Boxall, Peter C., 2015. "Modeling non-compensatory preferences in environmental valuation," Resource and Energy Economics, Elsevier, vol. 39(C), pages 89-107.
    19. Cao, Xiang & Boyle, Kevin J. & Siriwardena, Shyamani D. & Holmes, Thomas P., 2018. "Estimating Demand for Urban Tree Cover Using a Residential Sorting Model," 2018 Annual Meeting, August 5-7, Washington, D.C. 274020, Agricultural and Applied Economics Association.
    20. H. Spencer Banzhaf & V. Kerry Smith, 2007. "Meta-analysis in model implementation: choice sets and the valuation of air quality improvements," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(6), pages 1013-1031.

    More about this item

    Keywords

    Discrete residential choice models; Choice set formation; Endogenous choice sets; Water management policy;
    All these keywords.

    JEL classification:

    • Q5 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics
    • Q51 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Valuation of Environmental Effects
    • Q57 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Ecological Economics

    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:eee:eejocm:v:33:y:2019:i:c:s1755534518300289. 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: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/journal-of-choice-modelling .

    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.