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Prices over the Product Life Cycle: Implications for Quality-Adjustment and the Measurement of Inflation

Author

Listed:
  • Daniel Melser

    (Moody's Economy.com)

  • Iqbal A. Syed

    (School of Economics, Australian School of Business, the University of New South Wales)

Abstract

The paper explores the extent to which products follow systematic pricing patterns over their life cycle and the impact this has on the measurement of inflation. Using a large US scanner data set on supermarket products and applying exible regression methods, we find that on average prices decline as items age. This life cycle price change is often attributed to quality difference in the construction of CPI as items are replaced due to disappearance and at sample rotations. This introduces a systematic bias in the measurement of inflation. For our data we find that the life cycle bias underestimates the measurement of inflation by around 0.30 percentage points each year.

Suggested Citation

  • Daniel Melser & Iqbal A. Syed, 2013. "Prices over the Product Life Cycle: Implications for Quality-Adjustment and the Measurement of Inflation," Discussion Papers 2013-26, School of Economics, The University of New South Wales.
  • Handle: RePEc:swe:wpaper:2013-26
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    File URL: http://research.economics.unsw.edu.au/RePEc/papers/2013-26.pdf
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    References listed on IDEAS

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    1. Mark Bils, 2009. "Do Higher Prices for New Goods Reflect Quality Growth or Inflation?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(2), pages 637-675.
    2. Robert J. Gordon, 2006. "The Boskin Commission Report: A Retrospective One Decade Later," International Productivity Monitor, Centre for the Study of Living Standards, vol. 12, pages 7-22, Spring.
    3. Robert J. Hill & Daniel Melser, 2008. "Hedonic Imputation And The Price Index Problem: An Application To Housing," Economic Inquiry, Western Economic Association International, vol. 46(4), pages 593-609, October.
    4. Christian Broda & David E. Weinstein, 2010. "Product Creation and Destruction: Evidence and Price Implications," American Economic Review, American Economic Association, vol. 100(3), pages 691-723, June.
    5. Erwin Diewert, 2005. "Weighted Country Product Dummy Variable Regressions And Index Number Formulae," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 51(4), pages 561-570, December.
    6. Adam Copeland, 2013. "Seasonality, consumer heterogeneity and price indexes: the case of prepackaged software," Journal of Productivity Analysis, Springer, vol. 39(1), pages 47-59, February.
    7. Ariel Pakes, 2003. "A Reconsideration of Hedonic Price Indexes with an Application to PC's," American Economic Review, American Economic Association, vol. 93(5), pages 1578-1596, December.
    8. Berndt, Ernst R & Griliches, Zvi & Rosett, Joshua G, 1993. "Auditing the Producer Price Index: Micro Evidence from Prescription Pharamceutical Preparations," Journal of Business & Economic Statistics, American Statistical Association, vol. 11(3), pages 251-264, July.
    9. John S. Greenlees & Robert McClelland, 2011. "Does Quality Adjustment Matter for Technologically Stable Products? An Application to the CPI for Food," American Economic Review, American Economic Association, vol. 101(3), pages 200-205, May.
    10. D.S. Prasada Rao, 2004. "The Country-Product-Dummy Method: A Stochastic Approach to the Computation of Purchasing Power Parities in the ICP," CEPA Working Papers Series WP032004, School of Economics, University of Queensland, Australia.
    11. Charles R. Hulten, 1997. "Quality change in the CPI," Review, Federal Reserve Bank of St. Louis, issue May, pages 87-100.
    12. David E. Lebow & Jeremy B. Rudd, 2003. "Measurement Error in the Consumer Price Index: Where Do We Stand?," Journal of Economic Literature, American Economic Association, vol. 41(1), pages 159-201, March.
    13. Ernst R. Berndt & Zvi Griliches & Neal Rappaport, 1993. "Econometric Estimates of Prices Indexes for Personal Computers in the 1990s," NBER Working Papers 4549, National Bureau of Economic Research, Inc.
    14. Silver, Mick & Heravi, Saeed, 2005. "A Failure in the Measurement of Inflation: Results From a Hedonic and Matched Experiment Using Scanner Data," Journal of Business & Economic Statistics, American Statistical Association, vol. 23, pages 269-281, July.
    15. Ernst R. Berndt & Margaret Kyle & Davina Ling, 2003. "The Long Shadow of Patent Expiration. Generic Entry and Rx-to-OTC Switches," NBER Chapters, in: Scanner Data and Price Indexes, pages 229-267, National Bureau of Economic Research, Inc.
    16. Ernst R. Berndt & Iain M. Cockburn & Zvi Griliches, 1996. "Pharmaceutical Innovations and Market Dynamics: Tracking Effects on Price Indexes for Antidepressant Drugs," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 27(1996 Micr), pages 133-199.
    17. Silver, Mick, 2000. "Hedonic regressions: an application to VCRs using scanner data," Omega, Elsevier, vol. 28(4), pages 399-408, August.
    18. Silver, Mick, 1999. "Disparities in the prices of new and old models when they coexist in the market: some econometric estimates," Omega, Elsevier, vol. 27(1), pages 13-24, February.
    19. Kennedy, Peter E, 1981. "Estimation with Correctly Interpreted Dummy Variables in Semilogarithmic Equations [The Interpretation of Dummy Variables in Semilogarithmic Equations]," American Economic Review, American Economic Association, vol. 71(4), pages 801-801, September.
    20. Charles Hulten, 1997. "Quality Change in the CPI," Challenge, Taylor & Francis Journals, vol. 40(2), pages 48-74, March.
    21. Boskin, Michael J, et al, 1997. "The CPI Commission: Findings and Recommendations," American Economic Review, American Economic Association, vol. 87(2), pages 78-83, May.
    22. Harding, John P. & Rosenthal, Stuart S. & Sirmans, C.F., 2007. "Depreciation of housing capital, maintenance, and house price inflation: Estimates from a repeat sales model," Journal of Urban Economics, Elsevier, vol. 61(2), pages 193-217, March.
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    Cited by:

    1. Abe, Naohito & Inakura, Noriko & Tonogi, Akiyuki, 2017. "Effects of the Entry and Exit of Products on Price Indexes," RCESR Discussion Paper Series DP17-2, Research Center for Economic and Social Risks, Institute of Economic Research, Hitotsubashi University.
    2. Abe, Naohito & Enda, Toshiki & Inakura, Noriko & Tonogi, Akiyuki, 2015. "Effects of New Goods and Product Turnover on Price Indexes," RCESR Discussion Paper Series DP15-2, Research Center for Economic and Social Risks, Institute of Economic Research, Hitotsubashi University.

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    More about this item

    Keywords

    Consumer price index (CPI); cost of living; matched-model index; quality change bias; sample rotation; scanner data;
    All these keywords.

    JEL classification:

    • C43 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Index Numbers and Aggregation
    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • E31 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Price Level; Inflation; Deflation

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