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New Characteristics and Hedonic Price Index Numbers

Author

Listed:
  • Ian Crawford

    (Nuffield College, University of Oxford)

  • J. Peter Neary

    (University of Oxford, CEPR and CESifo)

Abstract

Changes in product characteristics on the extensive margin are an important and hitherto neglected dimension of quality change. Standard techniques for qualityadjusting price indices cannot handle such changes satisfactorily, which leads to an economically and statistically significant bias in the measurement of prices and real output. We combine insights from the theories of index numbers and demand for characteristics to develop a new method for incorporating changes on the extensive characteristic margin. Applied to U.K. data on new car sales, our method leads to revisions in estimated inflation rates for this commodity group that are both plausible and quantitatively important.

Suggested Citation

  • Ian Crawford & J. Peter Neary, 2019. "New Characteristics and Hedonic Price Index Numbers," Economics Papers 2019-W02, Economics Group, Nuffield College, University of Oxford.
    • Handle: RePEc:nuf:econwp:1902
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    File URL: https://www.nuffield.ox.ac.uk/economics/Papers/2019/2019W02_Crawford_Neary_20190812_Nuffield_Discussion_Paper_Series.pdf
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    References listed on IDEAS

    as
    1. Laura Blow & Martin Browning & Ian Crawford, 2008. "Revealed Preference Analysis of Characteristics Models," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 75(2), pages 371-389.
    2. repec:adr:anecst:y:2005:i:79-80:p:27 is not listed on IDEAS
    3. Christian Broda & David E. Weinstein, 2006. "Globalization and the Gains From Variety," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(2), pages 541-585.
    4. Ariel Pakes, 2010. "Hedonics and the Consumer Price Index," NBER Chapters, in: Contributions in Memory of Zvi Griliches, pages 729-748, National Bureau of Economic Research, Inc.
    5. Richard Baldwin & James Harrigan, 2011. "Zeros, Quality, and Space: Trade Theory and Trade Evidence," American Economic Journal: Microeconomics, American Economic Association, vol. 3(2), pages 60-88, May.
    6. Feenstra, Robert C, 1994. "New Product Varieties and the Measurement of International Prices," American Economic Review, American Economic Association, vol. 84(1), pages 157-177, March.
    7. Neary, J. P. & Roberts, K. W. S., 1980. "The theory of household behaviour under rationing," European Economic Review, Elsevier, vol. 13(1), pages 25-42, January.
    8. Muellbauer, John, 1974. "Household Production Theory, Quality, and the "Hedonic Technique."," American Economic Review, American Economic Association, vol. 64(6), pages 977-994, December.
    9. Martin Feldstein, 2017. "Underestimating the Real Growth of GDP, Personal Income, and Productivity," Journal of Economic Perspectives, American Economic Association, vol. 31(2), pages 145-164, Spring.
    10. Jerry Hausman, 2003. "Sources of Bias and Solutions to Bias in the Consumer Price Index," Journal of Economic Perspectives, American Economic Association, vol. 17(1), pages 23-44, Winter.
    11. Kelvin J. Lancaster, 1966. "A New Approach to Consumer Theory," Journal of Political Economy, University of Chicago Press, vol. 74(2), pages 132-132.
    12. Diewert, W. E., 1976. "Exact and superlative index numbers," Journal of Econometrics, Elsevier, vol. 4(2), pages 115-145, May.
    13. Hill, Robert J., 2006. "Superlative index numbers: not all of them are super," Journal of Econometrics, Elsevier, vol. 130(1), pages 25-43, January.
    14. Gordon, Robert-J, 1999. "The Boskin Commission Report and Its Aftermath," Monetary and Economic Studies, Institute for Monetary and Economic Studies, Bank of Japan, vol. 17(3), pages 41-68, December.
    15. W. M. Gorman, 1980. "A Possible Procedure for Analysing Quality Differentials in the Egg Market," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 47(5), pages 843-856.
    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.
    17. Sato, Kazuo, 1976. "The Ideal Log-Change Index Number," The Review of Economics and Statistics, MIT Press, vol. 58(2), pages 223-228, May.
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    Cited by:

    1. David Atkin & Benjamin Faber & Thibault Fally & Marco Gonzalez-Navarro, 2024. "Measuring Welfare and Inequality with Incomplete Price Information," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 139(1), pages 419-475.
    2. Gabriel Ehrlich & John C. Haltiwanger & Ron S. Jarmin & David Johnson & Matthew D. Shapiro, 2020. "Reengineering Key National Economic Indicators," NBER Chapters, in: Big Data for Twenty-First-Century Economic Statistics, pages 25-68, National Bureau of Economic Research, Inc.
    3. Mo Abdirahman & Diane Coyle & Richard Heys & Will Stewart, 2022. "Telecoms Deflators: A Story of Volume and Revenue Weights," Economie et Statistique / Economics and Statistics, Institut National de la Statistique et des Etudes Economiques (INSEE), issue 530-31, pages 43-59.
    4. Abe, Naohito & 阿部, 修人 & Rao, D.S.Prasada, 2020. "Generalized Logarithmic Index Numbers with Demand Shocks: Bridging the Gap between Theory and Practice," RCESR Discussion Paper Series DP20-1, Research Center for Economic and Social Risks, Institute of Economic Research, Hitotsubashi University.
    5. Rodney P. Jones, 2021. "Were the hospital bed reductions proposed by English Clinical Commissioning Groups (CCGs) in the sustainability and transformation plans (STPs) achievable? Insights from a new model to compare interna," International Journal of Health Planning and Management, Wiley Blackwell, vol. 36(2), pages 459-481, March.
    6. Sands, Sean & Ferraro, Carla & Campbell, Colin & Kietzmann, Jan & Andonopoulos, Vasiliki Vicki, 2020. "Who shares? Profiling consumers in the sharing economy," Australasian marketing journal, Elsevier, vol. 28(3), pages 22-33.

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    More about this item

    Keywords

    Extensive and Intensive Margins of Consumption; Characteristics Model; Quality Change; Characteristics Sato-Vartia-Feenstra Index Number.;
    All these keywords.

    JEL classification:

    • C90 - Mathematical and Quantitative Methods - - Design of Experiments - - - General
    • C91 - Mathematical and Quantitative Methods - - Design of Experiments - - - Laboratory, Individual Behavior
    • C92 - Mathematical and Quantitative Methods - - Design of Experiments - - - Laboratory, Group Behavior
    • D03 - Microeconomics - - General - - - Behavioral Microeconomics: Underlying Principles

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