IDEAS home Printed from https://ideas.repec.org/p/ssb/dispap/229.html
   My bibliography  Save this paper

A Framework for Empirical Modelling of Consumer Demand with Latent Quality Attributes

Author

Listed:

Abstract

This paper discusses a particular approach to empirical consumer demand modelling when products are differentiated and the product attributes are unobservable. In contrast to the traditional approach to this problem, see e.g. Epple (1987) and Deaton (1987, 1988), where the product variants are treated as infinitely divisible goods, the present approach assumes that the consumer is making his choice of variant from a set of discrete "packages" of attribute combinations. Subsequently, given the (discrete) choice of variants the corresponding quantities are treated as continuous choices. Thus in this approach the consumer's decision process is formulated as a discrete/continuous choice problem. The empirical analysis is based on microdata from the Sichuan province in China. We show that in this case the estimation methods work well and yield reasonable results.

Suggested Citation

  • John K. Dagsvik & Yu Zhu & Rolf Aaberge, 1998. "A Framework for Empirical Modelling of Consumer Demand with Latent Quality Attributes," Discussion Papers 229, Statistics Norway, Research Department.
    • Handle: RePEc:ssb:dispap:229
    as

    Download full text from publisher

    File URL: https://www.ssb.no/a/publikasjoner/pdf/DP/dp229.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Deaton, Angus, 1987. "Estimation of own- and cross-price elasticities from household survey data," Journal of Econometrics, Elsevier, vol. 36(1-2), pages 7-30.
    2. Deaton, Angus, 1988. "Quality, Quantity, and Spatial Variation of Price," American Economic Review, American Economic Association, vol. 78(3), pages 418-430, June.
    3. Deaton, Angus, 1986. "Demand analysis," Handbook of Econometrics, in: Z. Griliches† & M. D. Intriligator (ed.), Handbook of Econometrics, edition 1, volume 3, chapter 30, pages 1767-1839, Elsevier.
    4. L. Wade, 1988. "Review," Public Choice, Springer, vol. 58(1), pages 99-100, July.
    5. Epple, Dennis, 1987. "Hedonic Prices and Implicit Markets: Estimating Demand and Supply Functions for Differentiated Products," Journal of Political Economy, University of Chicago Press, vol. 95(1), pages 59-80, February.
    6. Burdett, Kenneth & Judd, Kenneth L, 1983. "Equilibrium Price Dispersion," Econometrica, Econometric Society, vol. 51(4), pages 955-969, July.
    7. Lluch, Constantino, 1973. "The extended linear expenditure system," European Economic Review, Elsevier, vol. 4(1), pages 21-32, April.
    8. Bartik, Timothy J, 1987. "The Estimation of Demand Parameters in Hedonic Price Models," Journal of Political Economy, University of Chicago Press, vol. 95(1), pages 81-88, February.
    9. Rosen, Sherwin, 1974. "Hedonic Prices and Implicit Markets: Product Differentiation in Pure Competition," Journal of Political Economy, University of Chicago Press, vol. 82(1), pages 34-55, Jan.-Feb..
    10. Dagsvik, John K, 1994. "Discrete and Continuous Choice, Max-Stable Processes, and Independence from Irrelevant Attributes," Econometrica, Econometric Society, vol. 62(5), pages 1179-1205, September.
    11. ANDERSON, Simon P. & de PALMA, André & THISSE, Jacques-François, 1992. "Interpretations of the logit discrete choice models and the theory of product differentiation," LIDAM Reprints CORE 1017, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
    12. Berndt, Ernst R & Savin, N Eugene, 1975. "Estimation and Hypothesis Testing in Singular Equation Systems with Autoregressive Disturbances," Econometrica, Econometric Society, vol. 43(5-6), pages 937-957, Sept.-Nov.
    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. John K. Dagsvik & Leif Brubakk, 1998. "Price Indexes for Elementary Aggregates Derived from Behavioral Assumptions," Discussion Papers 234, Statistics Norway, Research Department.

    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. David M. Brasington & Diane Hite, 2005. "Demand for Environmental Quality: A Spatial Hedonic Approach," Departmental Working Papers 2005-08, Department of Economics, Louisiana State University.
    2. John K. Dagsvik & Astrid L. Mathiassen & Bengt J.Eriksson, 2006. "Quality adjusted price indexes for discrete goods," Discussion Papers 490, Statistics Norway, Research Department.
    3. Lucija Muehlenbachs & Elisheba Spiller & Christopher Timmins, 2015. "The Housing Market Impacts of Shale Gas Development," American Economic Review, American Economic Association, vol. 105(12), pages 3633-3659, December.
    4. Maristella Botticini & Aloysius Siow, 2003. "Why Dowries?," American Economic Review, American Economic Association, vol. 93(4), pages 1385-1398, September.
    5. Fève, Frédérique & Fève, Patrick & Florens, Jean-Pierre, 2002. "Attribute Choices and Structural Econometrics of Price Elasticity of Demand," IDEI Working Papers 155, Institut d'Économie Industrielle (IDEI), Toulouse, revised 2003.
    6. von Graevenitz, Kathrine, 2018. "The amenity cost of road noise," Journal of Environmental Economics and Management, Elsevier, vol. 90(C), pages 1-22.
    7. Patrick Bayer & Robert McMillan & Kim Rueben, 2004. "An Equilibrium Model of Sorting in an Urban Housing Market," NBER Working Papers 10865, National Bureau of Economic Research, Inc.
    8. Helen Tauchen & Ann Dryden Witte, 2001. "Estimating Hedonic Models: Implications of the Theory," NBER Technical Working Papers 0271, National Bureau of Economic Research, Inc.
    9. Fluvià, Modest & Rigall-I-Torrent, Ricard & Espinet, Josep Maria & Garriga, Anna & Saló, Albert, 2011. "Precios implícitos de los atributos de los productos turísticos: ¿Qué esconde el efecto de la localización?/Implicit Prices of the Attributes of Tourism Products: What is Hidden Behind Location?," Estudios de Economia Aplicada, Estudios de Economia Aplicada, vol. 29, pages 781-802, Diciembre.
    10. Zhang, Congwen & Boyle, Kevin J. & Kuminoff, Nicolai V., 2015. "Partial identification of amenity demand functions," Journal of Environmental Economics and Management, Elsevier, vol. 71(C), pages 180-197.
    11. Pierre-Charles Pradier & François Gardes & Xavier Greffe & Ileana Miranda Mendoza, 2016. "Autographs and the global art market: the case of hedonic prices for French autographs (1960–2005)," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 40(4), pages 453-485, November.
    12. Suqin Ge & João Macieira, 2024. "Unobserved Worker Quality and Inter‐Industry Wage Differentials," Journal of Industrial Economics, Wiley Blackwell, vol. 72(1), pages 459-515, March.
    13. Muriel Travers & Abdelhak Nassiri & Gildas Appéré & François Bonnieux, 2008. "Évaluation des bénéfices environnementaux par la méthode des prix hédonistes : une application au cas du littoral," Economie & Prévision, La Documentation Française, vol. 0(4), pages 47-62.
    14. Crawford, Ian & Laisney, Francois & Preston, Ian, 2003. "Estimation of household demand systems with theoretically compatible Engel curves and unit value specifications," Journal of Econometrics, Elsevier, vol. 114(2), pages 221-241, June.
    15. Edwards, Steven F., 1989. "On Estimating Household Demand For Outdoor Recreation From Property Values: An Exploration," Northeastern Journal of Agricultural and Resource Economics, Northeastern Agricultural and Resource Economics Association, vol. 18(2), pages 1-9, October.
    16. Kenneth Y. Chay & Michael Greenstone, 2005. "Does Air Quality Matter? Evidence from the Housing Market," Journal of Political Economy, University of Chicago Press, vol. 113(2), pages 376-424, April.
    17. Ko, Kate, 2009. "Home Prices and Urban Corridors," 50th Annual Transportation Research Forum, Portland, Oregon, March 16-18, 2009 207607, Transportation Research Forum.
    18. Steve Gibbons & Stephan Heblich & Esther Lho & Christopher Timmins, 2016. "Fear of Fracking? The Impact of the Shale Gas Exploration on House Prices in Britain," SERC Discussion Papers 0207, Centre for Economic Performance, LSE.
    19. Tracey Seslen & William C. Wheaton & Henry O. Pollakowksi, 2005. "The Investment Performance of Housing and "Hedonic" Spatial Equilibrium," Working Paper 8583, USC Lusk Center for Real Estate.
    20. Amelia Bilbao & Celia Bilbao & José M. Labeaga, "undated". "The excess burden associated to characteristics of the goods: Application to housing demand," Working Papers 2005-09, FEDEA.

    More about this item

    Keywords

    Consumer demand; Differentiated products; Latent product attributes;
    All these keywords.

    JEL classification:

    • C31 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models; Quantile Regressions; Social Interaction Models
    • C43 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Index Numbers and Aggregation
    • D12 - Microeconomics - - Household Behavior - - - Consumer Economics: Empirical Analysis

    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:ssb:dispap:229. 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: L Maasø (email available below). General contact details of provider: https://edirc.repec.org/data/ssbgvno.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.