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Hedonic Price Indexes for New Passenger Cars in Portugal (1997-2001)

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  • Hugo Reis
  • J.M.C.Santos Silva

Abstract

This paper evaluates the effects of quality change on the price index for new passenger cars in Portugal for the years 1997-2001. Hedonic regression models are studied, giving particular emphasis to the relation between the form of the price index and the specification of the hedonic equation and estimation method used. It is argued that when log-linear hedonic functions are used the effects of quality change should be evaluated using a method akin to the Oaxaca decomposition (Oaxaca R., 1973, "Male-Female Wage Differentials in Urban Labor Markets", International Economic Review, 14, 693-709), rather than using the traditional dummy variables method. The results of the empirical part of the paper indicate that the CPI component corresponding to the sales of new passenger cars may have been overestimated by as much as 2.2 percentage points per year. This corresponds to an overestimation of the overall CPI by about 0.15 percentage points per year. As a by- product of this analysis it is also possible to conclude that the quality of new cars sold in Portugal increased on average 4.8 percent per year during this period.
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  • Hugo Reis & J.M.C.Santos Silva, 2002. "Hedonic Price Indexes for New Passenger Cars in Portugal (1997-2001)," Economic Bulletin and Financial Stability Report Articles and Banco de Portugal Economic Studies, Banco de Portugal, Economics and Research Department.
    • Handle: RePEc:ptu:bdpart:b200210
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    Cited by:

    1. Hugo Reis & J.M.C.Santos Silva, . "Índices de Preços Hedónicos de Automóveis Ligeiros de Passageiros Novos em Portugal (1997-2001)," Economic Bulletin and Financial Stability Report Articles and Banco de Portugal Economic Studies, Banco de Portugal, Economics and Research Department.
    2. Greenaway-McGrevy, Ryan & Sorensen, Kade, 2021. "A Time-Varying Hedonic Approach to quantifying the effects of loss aversion on house prices," Economic Modelling, Elsevier, vol. 99(C).
    3. David Boto-García & Veronica Leoni, 2023. "The Economic Value of Coastal Amenities: Evidence from Beach Capitalization Effects in Peer-to-Peer Markets," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 84(2), pages 529-557, February.
    4. Ebru Caglayan Akay & mer Faruk Bolukbasi & Engin Bekar, 2018. "Robust and Resistant Estimations of Hedonic Prices for Second Hand Cars: an Application to the Istanbul Car Market," International Journal of Economics and Financial Issues, Econjournals, vol. 8(1), pages 39-47.
    5. Esmeralda A. Ramalho & Joaquim J. S. Ramalho & Rui Evangelista, 2017. "Combining micro and macro data in hedonic price indexes," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 26(2), pages 317-332, June.
    6. Galarraga, Ibon & Ramos, Ana & Lucas, Josu & Labandeira, Xavier, 2014. "The price of energy efficiency in the Spanish car market," Transport Policy, Elsevier, vol. 36(C), pages 272-282.
    7. G Baltas & C Saridakis, 2010. "Measuring brand equity in the car market: a hedonic price analysis," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 61(2), pages 284-293, February.
    8. Sylvain M. Prado, 2009. "The European used-car market at a glance: Hedonic resale price valuation in automotive leasing industry," Economics Bulletin, AccessEcon, vol. 29(3), pages 2086-2099.
    9. Niklas, Britta, 2024. "The effect of South African wine certifications on price premiums and marginal costs: A two-stage hedonic approach," Economic Modelling, Elsevier, vol. 132(C).
    10. J. M. C. Santos Silva & Silvana Tenreyro, 2022. "The Log of Gravity at 15," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 21(3), pages 423-437, September.
    11. Anna Matas & Josep-Lluis Raymond, 2009. "Hedonic prices for cars: an application to the Spanish car market, 1981-2005," Applied Economics, Taylor & Francis Journals, vol. 41(22), pages 2887-2904.
    12. Rondinelli, Concetta & Veronese, Giovanni, 2011. "Housing rent dynamics in Italy," Economic Modelling, Elsevier, vol. 28(1-2), pages 540-548, January.
    13. Esmeralda A. Ramalho & Joaquim J.S. Ramalho, 2014. "Convenient links for the estimation of hedonic price indexes: the case of unique, infrequently traded assets," Statistica Neerlandica, Netherlands Society for Statistics and Operations Research, vol. 68(2), pages 91-117, May.
    14. Adam Gorajek, 2022. "Quasilinear‐mean regression," Journal of Economic Surveys, Wiley Blackwell, vol. 36(5), pages 1288-1310, December.
    15. Satoshi Nakano & Kazuhiko Nishimura, 2013. "Welfare gain from quality and price development in the Japan’s LCD TV market," Journal of Evolutionary Economics, Springer, vol. 23(4), pages 889-908, September.
    16. Xosé-Luís Varela-Irimia, 2014. "Age effects, unobserved characteristics and hedonic price indexes: The Spanish car market in the 1990s," SERIEs: Journal of the Spanish Economic Association, Springer;Spanish Economic Association, vol. 5(4), pages 419-455, November.
    17. Ikerne Valle Erkiaga & Kepa Ikazuriaga, 2013. "Assessing Changes in Capital and Investment as a Result of Fishing Capacity Limitation Programs," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 54(2), pages 223-260, February.
    18. Kazuhiko Nishimura & Satoshi Nakano, 2011. "Measuring innovations in the Japanese LCD TVs using market data," Applied Economics Letters, Taylor & Francis Journals, vol. 18(10), pages 989-995.
    19. Marc Francke & Alex Van de Minne, 2021. "Modeling unobserved heterogeneity in hedonic price models," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 49(4), pages 1315-1339, December.
    20. Elena Shakina & Angel Barajas, 2013. "The Contribution of Intellectual Capital to Value Creation," Contemporary Economics, University of Economics and Human Sciences in Warsaw., vol. 7(4), December.
    21. Karagiannis, Roxani & Karagiannis, Giannis, 2023. "Nonparametric estimates of price efficiency for the Greek infant milk market: Curing the curse of dimensionality with shannon entropy," Economic Modelling, Elsevier, vol. 121(C).
    22. Ikerne del valle & Kepa Astorkiza & Inmaculada Astorkiza, 2009. "Has the European Structural Fisheries Policy Influenced on the Second Hand Market of Fishing Vessels?," EHUCHAPS, in: Ignacio Díaz-Emparanza & Petr Mariel & María Victoria Esteban (ed.), Econometrics with gretl. Proceedings of the gretl Conference 2009, edition 1, chapter 9, pages 143-169, Universidad del País Vasco - Facultad de Ciencias Económicas y Empresariales.

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    More about this item

    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
    • L62 - Industrial Organization - - Industry Studies: Manufacturing - - - Automobiles; Other Transportation Equipment; Related Parts and Equipment

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