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A Hedonic Approach to Estimate the Price of Reliability, Energy Efficiency and Safety for New Cars in Switzerland

DOI: 10.4236/ajibm.2019.93031, PP. 468-481

Keywords: Hedonic Price, Car Reliability, Car Energy Efficiency, Car Safety

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When purchasing a car in Switzerland, consumers can consult three quality labels. First, a reliability label provides the probability that a given car will have a breakdown in the next year. Second, an energy efficiency label, based on fuel consumption and carbon dioxide emissions, ranks cars from A to G. Third, a safety label, based on crash tests, ranks cars from five to one stars. The aim of this paper is to establish whether these labels have an impact on the price of new cars in Switzerland. Using a hedonic regression model, we show that the reliability label influences the price. More precisely, a decrease by one per thousand of the breakdown’s probability increases, on average, the car price by 639 Swiss francs. For the energy efficiency and the safety labels, the hedonic model attains its limits due to collinearity issues and the question cannot be answered in a satisfactory way.


[1]  ADAC (2015) ADAC Pannenstatistik 2015.
[2]  Consumers Reports (2016) Guide to Car Reliability.
[3]  SFOE (2016) Energy Label.
[4]  Euro NCAP (2016) Safety Rating System.
[5]  Haas, G.C. (1922) Sale Prices as a Basis for Farmland Appraisal. Technical Bulletin, vol. 9, University of Minnesota, Agricultural Experiment Station.
[6]  Court, A.T. (1939) Hedonic Price Indexes. The Dynamics of Automobile Demand, 99-119, General Motors Corporation.
[7]  Griliches, Z. (1961) Hedonic Price Indexes for Automobiles: An Econometric of Quality Change. The Price Statistics of the Federal Government, 173-196, NBER.
[8]  Lancaster, K.J. (1966) A New Approach to Consumer Theory. Journal of Political Economy, 74, 132-157.
[9]  Rosen, S. (1974) Hedonic Prices and Implicit Markets: Product Differentiation in Pure Competition. Journal of Political Economy, 82, 34-55.
[10]  Murray, J. and Sarantis, N. (1999) Price-Quality Relations and Hedonic Price Indexes for Cars in the United Kingdom. International Journal of the Economics of Business, 6, 5-27.
[11]  van Dalen, J. and Bode, B. (2004) Quality-Corrected Price Indices: The Case of the Dutch New Passenger Car Market, 1990-1999. Applied Economics, 36, 1169-1197.
[12]  Requena-Silvente, F. and Walker, J. (2006) Calculating Hedonic Price Indices with Unobserved Product Attributes: An Application to the UK Car Market. Economica, 73, 509-532.
[13]  Reis, H.J. and Santos Silva, J.M. (2006) Hedonic Prices Indexes for New Passenger Cars in Portugal (1997-2001). Economic Modelling, 23, 890-908.
[14]  Matas, A. and Raymond, J.-L. (2009) Hedonic Prices for Cars: An Application to the Spanish Car Market, 1981-2005. Applied Economics, 41, 2887-2904.
[15]  Carleton Asher, C. (1992) Hedonic Analysis of Reliability and Safety for New Automobile. The Journal of Consumer Affairs, 26, 377-396.
[16]  Betts, S.C. and Taran, Z. (2006) A Test of Prospect Theory in the Used Car Market: The Non-Linear Effects of Age and Reliability on Price. Academy of Marketing Studies Journal, 10, 57-75.
[17]  Prieto, M., Caemmerer, B. and Baltas, G. (2015) Using a Hedonic Price Model to Test Prospect Theory Assertions: The Asymmetrical and Nonlinear Effect of Reliability on Used Car Prices. Journal of Retailing and Consumer Services, 22, 206-212.
[18]  Goodman, A.C. (1983) Willingness to Pay for Car Efficiency: A Hedonic Price Approach. Journal of Transport Economics and Policy, 17, 247-266.
[19]  Atkinson, S.E. and Halvorsen, R. (1984) A New Hedonic Technique for Estimating Attribute Demand: An Application to the Demand for Automobile Fuel Efficiency. The Review of Economics and Statistics, 66, 417-426.
[20]  Witt, R. (1997) The Demand for Car Fuel Efficiency: Some Evidence for the UK. Applied Economics, 29, 1249-1254.
[21]  Espey, M. and Nair, S. (2005) Automobile Fuel Economy: What Is Worth? Contemporary Economic Policy, 23, 317-323.
[22]  Alberini, A., Bareit, M. and Filippini, M. (2016) What Is the Effect of Fuel Efficiency Information on Car Prices? Evidence from Switzerland. The Energy Journal, 37, 315-342.
[23]  Hogarty, T.F. (1975) Price-Quality Relations for Automobiles: A New Approach. Applied Economics, 7, 41-51.
[24]  Dreyfus, M.K. and Viscusi, W.K. (1995) Rates of Time Preference and Consumer Valuations of Automobile Safety and Fuel Efficiency. Journal of Law and Economics, 38, 79-105.
[25]  Andersson, H. (2005) The Value of Safety as Revealed in the Swedish Car Market: An Application of the Hedonic Pricing Approach. Journal of Risk and Uncertainty, 30, 211-239.
[26]  Akaike, H. (1973) Information Theory and an Extension of the Maximum Likelihood Principle. 2nd International Symposium on Information Theory, Tsahkadsor, 2-8 September 1973, 267-281.
[27]  Akaike, H. (1974) A New Look at the Statistical Model Identification. IEEE Transactions on Automatic Control, 19, 716-723.
[28]  Miller, A.J. (1984) Selection of Subsets of Regression Variables. Journal of the Royal Statistical Society: Series A, 147, 389-425.
[29]  Hurvich, C.M. and Tsai, C.-L. (1990) The Impact of Model Selection on Inference in Linear Regression. The American Statistician, 44, 214-217.
[30]  Derksen, S. and Keselman, H.J. (1992) Backward, Forward and Stepwise Automated Subset Selection Algorithms: Frequency of Obtaining Authentic and Noise Variables. British Journal of Mathematical and Statistical Psychology, 45, 265-282.
[31]  Farrar, D.E. and Glauber, R.R. (1967) Multicollinearity in Regression Analysis: The Problem Revisited. The Review of Economics and Statistics, 49, 92-107.
[32]  Gordon, R.A. (1968) Issues in Multiple Regression. American Journal of Sociology, 73, 592-616.
[33]  Triplett, J.E. (1969) Automobiles and Hedonic Quality Measurement. Journal of Political Economy, 77, 408-417.
[34]  Pearson, K. (1901) On Lines and Planes of Closest Fit to Systems of Points in Space. Philosophical Magazine, 2, 559-572.
[35]  Hotelling, H. (1933) Analysis of a Complex of Statistical Variables into Principal Components. Journal of Educational Psychology, 24, 417-441.
[36]  TCS (2016) Recherche Auto TCS.
[37]  Turrentine, T.S. and Kurani, K.S. (2007) Car Buyers and Fuel Economy? Energy Policy, 35, 1213-1223.
[38]  Greene, D.L., Evans, D.H. and Hiestand, J. (2013) Survey Evidence on the Willingness of US Consumers to Pay for Automotive Fuel Economy. Energy Policy, 61, 1539-1550.
[39]  Koppel, S., Charlton, J., Fildes, B. and Fitzharris, M. (2008) How Important Is Vehicle Safety in the New Vehicle Purchase Process? Accident Analysis and Prevention, 40, 994-1004.
[40]  Vrkljan, B.H. and Anaby, D. (2011) What Vehicle Features Are Considered Important When Buying an Automobile? An Examination of Driver Preferences by Age and Gender. Journal of Safety Research, 42, 61-65.
[41]  Left-Lane (2015) European Car Sales Data.
[42]  Green, P.E. and Rao, V.R. (1971) Conjoint Measurement for Quantifying Judgmental Data. Journal of Marketing Research, 8, 355-363.
[43]  Green, P.E. and Srinivasan, V. (1978) Conjoint Analysis in Consumer Research: Issues and Outlook. Journal of Consumer Research, 5, 103-123.
[44]  Wu, W.Y., Liao, Y.K. and Chatwuthikrai, A. (2014) Applying Conjoint Analysis to Evaluate Consumer Preferences toward Subcompact Cars. Expert Systems with Applications, 41, 2782-2792.
[45]  Chowdhury, M., Salam, K. and Tay, R. (2016) Consumer Preferences and Policy Implications for the Green Car Market. Marketing Intelligence & Planning, 34, 810-827.


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