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Índice de Precios de la Vivienda Nueva para Bogotá: Metodología de Precios Hedónicos

Author

Listed:
  • Jessica Castaño
  • Mariana Laverde
  • Miguel Ángel Morales Mosquera
  • Ana María Yaruro

Abstract

En este documento se presenta un índice de precios de vivienda nueva ajustado por cambios en la calidad de los inmuebles para la ciudad de Bogotá. Para ello se utilizó la base de datos de La Galería Inmobiliaria para el período 2003-2013. El indicador se construyó utilizando el modelo teórico de precios hedónicos propuesto por Rosen (1974) y la aplicación econométrica sugerida por Bover & Velilla (2002) y Gatzlaff & Ling (1994). Al comparar el índice de precios obtenido con los existentes en Colombia, se encontró que el comportamiento entre estos es similar. Finalmente, cuando se controla por calidad, el índice presenta crecimientos inferiores a los registrados por índices que no incluyen este aspecto, reflejando que los cambios en calidad tienen un efecto positivo en los precios.

Suggested Citation

  • Jessica Castaño & Mariana Laverde & Miguel Ángel Morales Mosquera & Ana María Yaruro, 2013. "Índice de Precios de la Vivienda Nueva para Bogotá: Metodología de Precios Hedónicos," Temas de Estabilidad Financiera 078, Banco de la Republica de Colombia.
    • Handle: RePEc:bdr:temest:078
    DOI: 10.32468/tef.78
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    1. Fernando Carriazo & Richard Ready & James Shortle, 2011. "Using Frontier Models to Mitigate Omitted Variable Bias in Hedonic Pricing Models: A Case Study for Air Quality in Bogotá, Colombia," Documentos CEDE 8736, Universidad de los Andes, Facultad de Economía, CEDE.
    2. Maria Angelica Arbelaez & Roberto Steiner & Alejandro Becerra & Daniel Wills, 2011. "Housing Tenure and Housing Demand in Colombia," Research Department Publications 4736, Inter-American Development Bank, Research Department.
    3. María Angélica Arbeláez & Roberto Steiner & Alejandro Becerra & Daniel Wills, 2011. "Housing tenure and housing demand in Colombia," WORKING PAPERS SERIES. DOCUMENTOS DE TRABAJO 009067, FEDESARROLLO.
    4. Olympia Bover & Pilar Velilla, 2001. "Hedonic house prices without characteristics: the case of new multiunit housing," Estudios Económicos, Banco de España, number 73.
    5. Idrovo Aguirre, Byron & Lennon S., Joaquín, 2011. "Indice de Precios de Viviendas Nuevas para el Gran Santiago [Hedonic pricing models to calculate price indexes for new houses in the Santiago province]," MPRA Paper 31400, University Library of Munich, Germany, revised 28 Jan 2011.
    6. Crone, Theodore M. & Voith, Richard P., 1992. "Estimating house price appreciation: A comparison of methods," Journal of Housing Economics, Elsevier, vol. 2(4), pages 324-338, December.
    7. 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..
    8. Eurostat, 2013. "Handbook on Residential Property Prices Indices," World Bank Publications - Books, The World Bank Group, number 17280, December.
    9. Robert Hill, 2011. "Hedonic Price Indexes for Housing," OECD Statistics Working Papers 2011/1, OECD Publishing.
    10. J. R. Knight & Jonathan Dombrow & C. F. Sirmans, 1995. "A Varying Parameters Approach to Constructing House Price Indexes," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 23(2), pages 187-205, June.
    11. Leonardo Morales Zurita & Fabio Alberto Arias Arbeláez, 2008. "La calidad de la vivienda en Bogotá: Enfoque de precios hedónicos de hogares y de agregados espaciales," Revista Sociedad y Economía, Universidad del Valle, CIDSE, June.
    12. Olympia Bover & Pilar Velilla, 2001. "Hedonic house prices without characteristics: the case of new multiunit housing," Estudios Económicos, Banco de España, number 73.
    13. Boris Hofmann, 2001. "The determinants of private sector credit in industrialised countries: do property prices matter?," BIS Working Papers 108, Bank for International Settlements.
    14. Gatzlaff Dean H. & Ling David C., 1994. "Measuring Changes in Local House Prices: An Empirical Investigation of Alternative Methodologies," Journal of Urban Economics, Elsevier, vol. 35(2), pages 221-244, March.
    15. Cameron,A. Colin & Trivedi,Pravin K., 2005. "Microeconometrics," Cambridge Books, Cambridge University Press, number 9780521848053.
    16. Zvi Griliches, 1961. "Hedonic Price Indexes for Automobiles: An Econometric of Quality Change," NBER Chapters, in: The Price Statistics of the Federal Goverment, pages 173-196, National Bureau of Economic Research, Inc.
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    Cited by:

    1. Jéssica Fernanda Castaño Lavado. & Miguel Ángel Morales Mosquera, 2015. "Revisión Metodológica de Índices de Precios de la Vivienda," Temas de Estabilidad Financiera 81, Banco de la Republica de Colombia.
    2. Wilmar Alexander Cabrera-Rodríguez & Juan Sebastián Mariño-Montaña & Carlos Andrés Quicazán-Moreno, 2019. "Modelos hedónicos con efectos espaciales: una aproximación al cálculo de índices de precios de vivienda para Bogotá," Borradores de Economia 1072, Banco de la Republica de Colombia.

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    More about this item

    Keywords

    Índice de Precios de la Vivienda; Precios Hedónicos; Efectos Fijos; Mercado de la Vivienda en Colombia.;
    All these keywords.

    JEL classification:

    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
    • C43 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Index Numbers and Aggregation
    • E31 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Price Level; Inflation; Deflation
    • R32 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Real Estate Markets, Spatial Production Analysis, and Firm Location - - - Other Spatial Production and Pricing Analysis

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