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On the use of hypothetical price data to estimate hedonic models in a developing country context

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  • William F. Vásquez

    (Fairfield University)

  • Laura Beaudin

    (Bryant University)

Abstract

Given the lack of market-based property price data in developing countries, imputed rental prices have been recently used to estimate the implicit value of some home characteristics and related amenities. This study assesses the validity of using imputed rental prices to estimate hedonic models in a developing country context. Using data from Guatemala, we compare the derived implicit values of housing characteristics from hedonic models using hypothetical and actual rental prices. We estimate an endogenous switching regression model to control for potential endogeneity of the decision to rent a home. Our results indicate that hedonic models with hypothetical and true rental prices yield statistically different estimates of marginal values for some housing characteristics.

Suggested Citation

  • William F. Vásquez & Laura Beaudin, 2020. "On the use of hypothetical price data to estimate hedonic models in a developing country context," Letters in Spatial and Resource Sciences, Springer, vol. 13(3), pages 219-231, December.
  • Handle: RePEc:spr:lsprsc:v:13:y:2020:i:3:d:10.1007_s12076-020-00255-0
    DOI: 10.1007/s12076-020-00255-0
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    1. Benítez-Silva, Hugo & Eren, Selçuk & Heiland, Frank & Jiménez-Martín, Sergi, 2015. "How well do individuals predict the selling prices of their homes?," Journal of Housing Economics, Elsevier, vol. 29(C), pages 12-25.
    2. Choumert, Johanna & Stage, Jesper & Uwera, Claudine, 2014. "Access to water as determinant of rental values: A housing hedonic analysis in Rwanda," Journal of Housing Economics, Elsevier, vol. 26(C), pages 48-54.
    3. Shan Ma & Scott M. Swinton, 2012. "Hedonic Valuation of Farmland Using Sale Prices versus Appraised Values," Land Economics, University of Wisconsin Press, vol. 88(1), pages 1-15.
    4. Choumert, Johanna & Phélinas, Pascale, 2015. "Determinants of agricultural land values in Argentina," Ecological Economics, Elsevier, vol. 110(C), pages 134-140.
    5. Ihlanfeldt, Keith R. & Martinez-Vazquez, Jorge, 1986. "Alternative value estimates of owner-occupied housing: Evidence on sample selection bias and systematic errors," Journal of Urban Economics, Elsevier, vol. 20(3), pages 356-369, November.
    6. Banzhaf, H. Spencer & Farooque, Omar, 2013. "Interjurisdictional housing prices and spatial amenities: Which measures of housing prices reflect local public goods?," Regional Science and Urban Economics, Elsevier, vol. 43(4), pages 635-648.
    7. Gonzalez-Navarro, Marco & Quintana-Domeque, Climent, 2009. "The reliability of self-reported home values in a developing country context," Journal of Housing Economics, Elsevier, vol. 18(4), pages 311-324, December.
    8. Johanna CHOUMERT & Jesper STAGE & Claudine UWERA, 2014. "Access to water as a determinant of rental values: A hedonic analysis in Rwanda," Working Papers 201401, CERDI.
    9. Sewin Chan & Samuel Dastrup & Ingrid Gould Ellen, 2016. "Do Homeowners Mark to Market? A Comparison of Self-Reported and Estimated Market Home Values During the Housing Boom and Bust," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 44(3), pages 627-657, July.
    10. Flores, Nicholas E. & Carson, Richard T., 1997. "The Relationship between the Income Elasticities of Demand and Willingness to Pay," Journal of Environmental Economics and Management, Elsevier, vol. 33(3), pages 287-295, July.
    11. Vásquez, William F. & Beaudin, Laura, 2020. "A hedonic valuation of sanitation services in Guatemala," Environment and Development Economics, Cambridge University Press, vol. 25(4), pages 378-398, August.
    12. Ayala Wineman & Thomas S Jayne, 2018. "Land Prices Heading Skyward? An Analysis of Farmland Values across Tanzania," Applied Economic Perspectives and Policy, Agricultural and Applied Economics Association, vol. 40(2), pages 187-214.
    13. Ngawang Dendup & Kuenzang Tshering, 2018. "Demand for piped drinking water and a formal sewer system in Bhutan," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 20(3), pages 681-703, July.
    14. Sumila Gulyani & Ellen M. Bassett & Debabrata Talukdar, 2012. "Living Conditions, Rents, and Their Determinants in the Slums of Nairobi and Dakar," Land Economics, University of Wisconsin Press, vol. 88(2), pages 251-274.
    15. Caroline Berg & Céline Nauges, 2012. "The willingness to pay for access to piped water: a hedonic analysis of house prices in Southwest Sri Lanka," Letters in Spatial and Resource Sciences, Springer, vol. 5(3), pages 151-166, October.
    16. Joshi, Janak & Ali, Mohammad & Berrens, Robert P., 2017. "Valuing farm access to irrigation in Nepal: A hedonic pricing model," Agricultural Water Management, Elsevier, vol. 181(C), pages 35-46.
    17. Michael Lokshin & Zurab Sajaia, 2004. "Maximum likelihood estimation of endogenous switching regression models," Stata Journal, StataCorp LP, vol. 4(3), pages 282-289, September.
    18. Merry, Frank & Amacher, Gregory & Lima, Eirivelthon, 2008. "Land Values in Frontier Settlements of the Brazilian Amazon," World Development, Elsevier, vol. 36(11), pages 2390-2401, November.
    19. Lynn M. Fisher & Henry O. Pollakowski & Jeffrey Zabel, 2009. "Amenity‐Based Housing Affordability Indexes," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 37(4), pages 705-746, December.
    20. Windsor, Callan & La Cava, Gianni & Hansen, James, 2015. "Home price beliefs: Evidence from Australia," Journal of Housing Economics, Elsevier, vol. 29(C), pages 41-58.
    21. Johanna Choumert & N. Eric Kéré & Amandine Loyal Laré-Dondarini, 2016. "A Multi-Level Housing Hedonic Analysis of Water and Sanitation Access," Economics Bulletin, AccessEcon, vol. 36(2), pages 1010-1037.
    22. Irfan Muhammad, 2017. "Disamenity impact of Nala Lai (open sewer) on house rent in Rawalpindi city," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 19(1), pages 77-97, January.
    23. Yusep Suparman & Henk Folmer & Johan H.L. Oud, 2016. "The willingness to pay for in-house piped water in urban and rural Indonesia," Papers in Regional Science, Wiley Blackwell, vol. 95(2), pages 407-426, June.
    24. John Kanburi Bidzakin & Simon C. Fialor & Dadson Awunyo-Vitor & Iddrisu Yahaya, 2019. "Impact of contract farming on rice farm performance: Endogenous switching regression," Cogent Economics & Finance, Taylor & Francis Journals, vol. 7(1), pages 1618229-161, January.
    25. Yusep Suparman & Henk Folmer & Johan Oud, 2014. "Hedonic price models with omitted variables and measurement errors: a constrained autoregression–structural equation modeling approach with application to urban Indonesia," Journal of Geographical Systems, Springer, vol. 16(1), pages 49-70, January.
    26. Helen Tauchen & Ann Dryden Witte, 2001. "Estimating Hedonic Models: Implications of the Theory," NBER Technical Working Papers 0271, National Bureau of Economic Research, Inc.
    27. Eli Beracha & Ken H. Johnson, 2012. "Lessons from Over 30 Years of Buy versus Rent Decisions: Is the American Dream Always Wise?," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 40(2), pages 217-247, June.
    28. Carriazo, Fernando & Gomez-Mahecha, John Alexander, 2018. "The demand for air quality: evidence from the housing market in Bogotá, Colombia," Environment and Development Economics, Cambridge University Press, vol. 23(2), pages 121-138, April.
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