IDEAS home Printed from https://ideas.repec.org/a/eee/ecotra/v4y2015i4p227-240.html
   My bibliography  Save this article

The impact of fixed and variable cost on automobile demand: Evidence from Denmark

Author

Listed:
  • Mulalic, Ismir
  • Rouwendal, Jan

Abstract

Many car characteristics, for instance cabin space and engine power, have a positive impact on fixed and variable costs. We extend the hedonic model, that considers only one type of cost, to the situation in which fixed as well as variable costs depend on the characteristics of the durable and derive an expression for the full willingness to pay for characteristics that takes into account the impact on fixed as well as variable costs. We apply the model to the demand for automobiles using rich Danish register data. Estimation reveals considerable heterogeneity and a non-negligible contribution of the variable costs in total willingness to pay. Next we show that under suitable assumptions a structural interpretation of our estimates is possible. We show that the willingness to pay per kilometer driven can be interpreted as a parameter of the utility function and study how it is related to household characteristics. Finally, we illustrate the model by computing how consumers change car quality in response to an increase in the fuel price.

Suggested Citation

  • Mulalic, Ismir & Rouwendal, Jan, 2015. "The impact of fixed and variable cost on automobile demand: Evidence from Denmark," Economics of Transportation, Elsevier, vol. 4(4), pages 227-240.
  • Handle: RePEc:eee:ecotra:v:4:y:2015:i:4:p:227-240
    DOI: 10.1016/j.ecotra.2015.08.004
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S2212012215000428
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.ecotra.2015.08.004?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. Daniel P. McMillen, 2010. "Issues In Spatial Data Analysis," Journal of Regional Science, Wiley Blackwell, vol. 50(1), pages 119-141, February.
    2. Dubin, Jeffrey A & McFadden, Daniel L, 1984. "An Econometric Analysis of Residential Electric Appliance Holdings and Consumption," Econometrica, Econometric Society, vol. 52(2), pages 345-362, March.
    3. Meghan R. Busse & Christopher R. Knittel & Florian Zettelmeyer, 2013. "Are Consumers Myopic? Evidence from New and Used Car Purchases," American Economic Review, American Economic Association, vol. 103(1), pages 220-256, February.
    4. Sheppard, Stephen, 1999. "Hedonic analysis of housing markets," Handbook of Regional and Urban Economics, in: P. C. Cheshire & E. S. Mills (ed.), Handbook of Regional and Urban Economics, edition 1, volume 3, chapter 41, pages 1595-1635, Elsevier.
    5. Anglin, Paul M & Gencay, Ramazan, 1996. "Semiparametric Estimation of a Hedonic Price Function," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(6), pages 633-648, Nov.-Dec..
    6. Mas-Colell, Andreu & Whinston, Michael D. & Green, Jerry R., 1995. "Microeconomic Theory," OUP Catalogue, Oxford University Press, number 9780195102680.
    7. Patrick Bajari & Matthew E. Kahn, 2005. "Estimating Housing Demand With an Application to Explaining Racial Segregation in Cities," Journal of Business & Economic Statistics, American Statistical Association, vol. 23, pages 20-33, January.
    8. West, Sarah E., 2004. "Distributional effects of alternative vehicle pollution control policies," Journal of Public Economics, Elsevier, vol. 88(3-4), pages 735-757, March.
    9. Patrick Bajari & C. Lanier Benkard, 2005. "Demand Estimation with Heterogeneous Consumers and Unobserved Product Characteristics: A Hedonic Approach," Journal of Political Economy, University of Chicago Press, vol. 113(6), pages 1239-1276, December.
    10. Pace, R Kelley, 1995. "Parametric, Semiparametric, and Nonparametric Estimation of Characteristic Values within Mass Assessment and Hedonic Pricing Models," The Journal of Real Estate Finance and Economics, Springer, vol. 11(3), pages 195-217, November.
    11. Jerry A. Hausman, 1979. "Individual Discount Rates and the Purchase and Utilization of Energy-Using Durables," Bell Journal of Economics, The RAND Corporation, vol. 10(1), pages 33-54, Spring.
    12. 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..
    13. Berry, Steven & Levinsohn, James & Pakes, Ariel, 1995. "Automobile Prices in Market Equilibrium," Econometrica, Econometric Society, vol. 63(4), pages 841-890, July.
    14. Pinelopi Koujianou Goldberg, 1998. "The Effects of the Corporate Average Fuel Efficiency Standards in the US," Journal of Industrial Economics, Wiley Blackwell, vol. 46(1), pages 1-33, March.
    15. Thomas Klier & Joshua Linn, 2010. "The Price of Gasoline and New Vehicle Fuel Economy: Evidence from Monthly Sales Data," American Economic Journal: Economic Policy, American Economic Association, vol. 2(3), pages 134-153, August.
    16. Verboven, Frank & Grigolon, Laura & Reynaert, Mathias, 2014. "Consumer valuation of fuel costs and the effectiveness of tax policy: Evidence from the European car market," CEPR Discussion Papers 10301, C.E.P.R. Discussion Papers.
    17. Bruno De Borger & Jan Rouwendal, 2014. "Car User Taxes, Quality Characteristics, and Fuel Efficiency Household Behaviour and Market Adjustment," Journal of Transport Economics and Policy, University of Bath, vol. 48(3), pages 345-366, September.
    18. 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.
    19. Hausman, Jerry A, 1981. "Exact Consumer's Surplus and Deadweight Loss," American Economic Review, American Economic Association, vol. 71(4), pages 662-676, September.
    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. Ostermeijer, Francis & Koster, Hans RA. & van Ommeren, Jos, 2019. "Residential parking costs and car ownership: Implications for parking policy and automated vehicles," Regional Science and Urban Economics, Elsevier, vol. 77(C), pages 276-288.
    2. Manuel Frondel & Colin Vance, 2018. "Drivers’ response to fuel taxes and efficiency standards: evidence from Germany," Transportation, Springer, vol. 45(3), pages 989-1001, May.
    3. Hybel, Jesper & Mulalic, Ismir, 2022. "Transportation and quality of life," Transportation Research Part A: Policy and Practice, Elsevier, vol. 157(C), pages 107-125.
    4. Mulalic, Ismir & Rouwendal, Jan, 2020. "Does improving public transport decrease car ownership? Evidence from a residential sorting model for the Copenhagen metropolitan area," Regional Science and Urban Economics, Elsevier, vol. 83(C).
    5. Cantos-Sánchez, Pedro & Gutiérrez-i-Puigarnau, Eva & Mulalic, Ismir, 2018. "The impact of scrappage programmes on the demand for new vehicles: Evidence from Spain," Research in Transportation Economics, Elsevier, vol. 70(C), pages 83-96.
    6. Hybel, Jesper & Mulalic, Ismir, 2021. "Transportation and Quality of Life: Evidence from Denmark," Working Papers 14-2021, Copenhagen Business School, Department of Economics.

    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. Shanjun Li & Joshua Linn & Erich Muehlegger, 2014. "Gasoline Taxes and Consumer Behavior," American Economic Journal: Economic Policy, American Economic Association, vol. 6(4), pages 302-342, November.
    2. Sallee, James M. & West, Sarah E. & Fan, Wei, 2016. "Do consumers recognize the value of fuel economy? Evidence from used car prices and gasoline price fluctuations," Journal of Public Economics, Elsevier, vol. 135(C), pages 61-73.
    3. Allcott, Hunt & Mullainathan, Sendhil & Taubinsky, Dmitry, 2014. "Energy policy with externalities and internalities," Journal of Public Economics, Elsevier, vol. 112(C), pages 72-88.
    4. Adenbaum, Jacob & Copeland, Adam & Stevens, John, 2019. "Do long-haul truckers undervalue future fuel savings?," Energy Economics, Elsevier, vol. 81(C), pages 1148-1166.
    5. De Borger, Bruno & Mulalic, Ismir & Rouwendal, Jan, 2016. "Substitution between cars within the household," Transportation Research Part A: Policy and Practice, Elsevier, vol. 85(C), pages 135-156.
    6. Banzhaf, H. Spencer & Kasim, M. Taha, 2019. "Fuel consumption and gasoline prices: The role of assortative matching between households and automobiles," Journal of Environmental Economics and Management, Elsevier, vol. 95(C), pages 1-25.
    7. Huse, Cristian & Lucinda, Claudio & Cardoso, Andre Ribeiro, 2020. "Consumer response to energy label policies: Evidence from the Brazilian energy label program," Energy Policy, Elsevier, vol. 138(C).
    8. Hans R.A. Koster & Jan Rouwendal, 2012. "The Impact Of Mixed Land Use On Residential Property Values," Journal of Regional Science, Wiley Blackwell, vol. 52(5), pages 733-761, December.
    9. Ko, Kate, 2009. "Home Prices and Urban Corridors," 50th Annual Transportation Research Forum, Portland, Oregon, March 16-18, 2009 207607, Transportation Research Forum.
    10. Linn, Joshua, "undated". "Explaining the Adoption of Diesel Fuel Passenger Cars in Europe," RFF Working Paper Series dp-14-08-rev, Resources for the Future.
    11. Brucal, Arlan & Roberts, Michael J., 2019. "Do energy efficiency standards hurt consumers? Evidence from household appliance sales," Journal of Environmental Economics and Management, Elsevier, vol. 96(C), pages 88-107.
    12. Anderson, Soren T. & Kellogg, Ryan & Sallee, James M., 2013. "What do consumers believe about future gasoline prices?," Journal of Environmental Economics and Management, Elsevier, vol. 66(3), pages 383-403.
    13. Linn, Joshua, 2014. "Explaining the Adoption of Diesel Fuel Passenger Cars in Europe," Discussion Papers dp-14-08, Resources For the Future.
    14. Lall, Somik V. & Lundberg, Mattias, 2008. "What are public services worth, and to whom? Non-parametric estimation of capitalization in Pune," Journal of Housing Economics, Elsevier, vol. 17(1), pages 34-64, March.
    15. Huse, Cristian & Lucinda, Claudio & Ribeiro, Andre, 2021. "Assessing the effects of a large temporary energy savings program: Evidence from a developing country," Journal of Environmental Economics and Management, Elsevier, vol. 110(C).
    16. Palmquist, Raymond B., 2006. "Property Value Models," Handbook of Environmental Economics, in: K. G. Mäler & J. R. Vincent (ed.), Handbook of Environmental Economics, edition 1, volume 2, chapter 16, pages 763-819, Elsevier.
    17. Shimizu, Chihiro & Karato, Koji, 2016. "Property Price Index Theory and Estimation: A Survey," HIT-REFINED Working Paper Series 34, Institute of Economic Research, Hitotsubashi University.
    18. Verboven, Frank, 1999. "The Markets for Gasoline and Diesel Cars in Europe," CEPR Discussion Papers 2069, C.E.P.R. Discussion Papers.
    19. Aydin, Erdal, 2016. "Energy conservation in the residential sector : The role of policy and market forces," Other publications TiSEM b9cedba8-1310-4097-90fb-b, Tilburg University, School of Economics and Management.

    More about this item

    Keywords

    Durable goods; Willingness to pay; Hedonic analysis; Nonparametrics; Car market;
    All these keywords.

    JEL classification:

    • C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General
    • D46 - Microeconomics - - Market Structure, Pricing, and Design - - - Value Theory
    • L62 - Industrial Organization - - Industry Studies: Manufacturing - - - Automobiles; Other Transportation Equipment; Related Parts and Equipment
    • L68 - Industrial Organization - - Industry Studies: Manufacturing - - - Appliances; Furniture; Other Consumer Durables

    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:eee:ecotra:v:4:y:2015:i:4:p:227-240. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/ecotra .

    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.