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Measurement errors in recall food consumption data

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Author Info
Naeem Ahmed
Matthew Brzozowski
Thomas Crossley () (Institute for Fiscal Studies and University of Cambridge)

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Abstract

Recall food consumption data, which is the basis of a great deal of empirical work, is believed to suffer from considerable measurement error. Diary records are believed to be very accurate. We study a unique data set that collects recall and diary data from the same households. Measurement errors in recall food consumption data appear to be substantial, and they do not have the properties of classical measurement error. We also find evidence that the diary measures are themselves imperfect. We consider the implications of our findings for modelling demand, measuring inequality, and estimating inter-temporal preference parameters. Keywords: expenditure, consumption, measurement error, survey data

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Paper provided by Institute for Fiscal Studies in its series IFS Working Papers with number W06/21.

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Length: 41 pp.
Date of creation: Oct 2006
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Handle: RePEc:ifs:ifsewp:06/21

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Find related papers by JEL classification:
C81 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Microeconomic Data
D12 - Microeconomics - - Household Behavior - - - Consumer Economics: Empirical Analysis

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Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
  1. Martin Browning & Thomas F. Crossley & Guglielmo Weber, 2003. "Asking consumption questions in general purpose surveys," Economic Journal, Royal Economic Society, vol. 113(491), pages F540-F567, November. [Downloadable!] (restricted)
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  2. Altonji, Joseph G & Siow, Aloysius, 1987. "Testing the Response of Consumption to Income Changes with (Noisy) Panel Data," The Quarterly Journal of Economics, MIT Press, vol. 102(2), pages 293-328, May. [Downloadable!] (restricted)
    Other versions:
  3. Bound, John & Brown, Charles & Mathiowetz, Nancy, 2001. "Measurement error in survey data," Handbook of Econometrics, in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 5, chapter 59, pages 3705-3843 Elsevier. [Downloadable!] (restricted)
  4. Gibson, John, 2002. " Why Does the Engel Method Work? Food Demand, Economies of Size and Household Survey Methods," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 64(4), pages 341-59, September. [Downloadable!] (restricted)
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  5. Orazio P. Attanasio & Hamish Low, 2004. "Estimating Euler Equations," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 7(2), pages 405-435, April. [Downloadable!] (restricted)
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  6. Sule Alan & Orazio Attanasio & Martin Browning, 2005. "Estimating Euler Equations with Noisy Data: Two Exact GMM Estimators," CAM Working Papers 2005-10, University of Copenhagen. Department of Economics. Centre for Applied Microeconometrics. [Downloadable!]
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  7. Angus Deaton & Christina Paxson, 1998. "Economies of Scale, Household Size, and the Demand for Food," Journal of Political Economy, University of Chicago Press, vol. 106(5), pages 897-930, October. [Downloadable!] (restricted)
    Other versions:
  8. Sule Alan & Martin Browning, 2003. "Estimating Intertemporal Allocation Parameters using Simulated Residual Estimation," CAM Working Papers 2003-03, University of Copenhagen. Department of Economics. Centre for Applied Microeconometrics. [Downloadable!]
  9. Dirk Krueger & Fabrizio Perri, 2006. "Does Income Inequality Lead to Consumption Inequality? Evidence and Theory," Review of Economic Studies, Blackwell Publishing, vol. 73(1), pages 163-193, 01. [Downloadable!] (restricted)
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  10. Keen, Michael, 1986. "Zero Expenditures and the Estimation of Engel Curves," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 1(3), pages 277-86, July. [Downloadable!] (restricted)
  11. Isabel McWhinney & Harold Champion, 1974. "The Canadian Experience With Recall And Diary Methods In Consumer Expenditure Surveys," NBER Chapters, in: Annals of Economic and Social Measurement, Volume 3, number 2, pages 113-140 National Bureau of Economic Research, Inc. [Downloadable!]
  12. Orazio Attanasio & Erich Battistin & Hidehiko Ichimura, 2004. "What Really Happened to Consumption Inequality in the US?," NBER Working Papers 10338, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
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Cited by:
(explanations, Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.)

  1. Naohito Abe, 2008. "Volatility in Panel Data of Household Expenditure," Hi-Stat Discussion Paper Series d07-237, Institute of Economic Research, Hitotsubashi University. [Downloadable!]
  2. Derek Yu, 2008. "The comparability of Income and Expenditure Surveys 1995, 2000 and 2005/2006," Working Papers 11/2008, Stellenbosch University, Department of Economics. [Downloadable!]
  3. Timothy K. M. Beatty, 2008. "Expenditure dispersion and dietary quality: evidence from Canada," Health Economics, John Wiley & Sons, Ltd., vol. 17(9), pages 1001-1014. [Downloadable!]
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