Statistical Analysis of Choice Experiments and Surveys
Measures of households' past behavior, their expectations with respect to future events and contingencies, and their intentions with respect to future behavior are frequently collected using household surveys. These questions are conceptually difficult. Answering them requires elaborate cognitive and social processes, and often respondents report only their “best” guesses and/or estimates, using more or less sophisticated heuristics. A large body of literature in psychology and survey research shows that as a result, responses to such questions may be severely biased. In this paper, (1) we describe some of the problems that are typically encountered, (2) provide some empirical illustrations of these biases, and (3) develop a framework for conceptualizing survey response behavior and for integrating structural models of response behavior into the statistical analysis of the underlying economic behavior. Copyright Springer Science + Business Media, Inc. 2005
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Volume (Year): 16 (2005)
Issue (Month): 3 (December)
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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.:
- Li Gan & Michael D. Hurd & Daniel L. McFadden, 2005.
"Individual Subjective Survival Curves,"
NBER Chapters,in: Analyses in the Economics of Aging, pages 377-412
National Bureau of Economic Research, Inc.
- Li Gan & Michael Hurd & Daniel McFadden, 2003. "Individual Subjective Survival Curves," NBER Working Papers 9480, National Bureau of Economic Research, Inc.
- Crossley, Thomas F. & Kennedy, Steven, 2002. "The reliability of self-assessed health status," Journal of Health Economics, Elsevier, vol. 21(4), pages 643-658, July.
- Manski, Charles F, 1999. "Analysis of Choice Expectations in Incomplete Scenarios," Journal of Risk and Uncertainty, Springer, vol. 19(1-3), pages 49-66, December.
- V. Kerry Smith & Donald H. Taylor & Frank A. Sloan, 2001. "Longevity Expectations and Death: Can People Predict Their Own Demise?," American Economic Review, American Economic Association, vol. 91(4), pages 1126-1134, September.
- Smith, V. Kerry & Taylor, Donald H., Jr. & Sloan, Frank A., 2000. "Longevity Expectations and Death: Can People Predict Their Own Demise?," Working Papers 00-15, Duke University, Department of Economics.
- Winter, Joachim, 0000. "Bracketing effects in categorized survey questions and the measurement of economic quantities," Sonderforschungsbereich 504 Publications 02-35, Sonderforschungsbereich 504, Universität Mannheim;Sonderforschungsbereich 504, University of Mannheim.
- Winter, Joachim, 2002. "Bracketing effects in categorized survey questions and the measurement of economic quantities," Papers 02-35, Sonderforschungsbreich 504.
- Granbois, Donald H & Summers, John O, 1975. " Primary and Secondary Validity of Consumer Purchase Probabilities," Journal of Consumer Research, Oxford University Press, vol. 1(4), pages 31-38, March.
- J. Dominitz & C. F. Manski, "undated". "Using expectations data to study subjective income expectations," Institute for Research on Poverty Discussion Papers 1050-94, University of Wisconsin Institute for Research on Poverty.
- Jeff Dominitz & Charles F. Manski, 1994. "Using Expectations Data to Study Subjective Income Expectations," NBER Working Papers 4937, National Bureau of Economic Research, Inc.
- Jeff Dominitz & Charles F. Manski, 1994. "Using Expectations Data to Study Subjective Income Expectations," Econometrics 9411003, EconWPA.
- James Banks & Arie Kapteyn & James P. Smith & Arthur van Soest, 2004. "International Comparisons of Work Disability," Working Papers 155, RAND Corporation.
- Banks, James & Kapteyn, Arie & Smith, James P. & van Soest, Arthur, 2004. "International Comparisons of Work Disability," IZA Discussion Papers 1118, Institute for the Study of Labor (IZA).
- Banks, J. & Kapteyn, A. & Smith, J.P. & van Soest, A.H.O., 2004. "International Comparisons of Work Disability," Discussion Paper 2004-36, Tilburg University, Center for Economic Research.
- Poterba, James M & Summers, Lawrence H, 1986. "Reporting Errors and Labor Market Dynamics," Econometrica, Econometric Society, vol. 54(6), pages 1319-1338, November.
- 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.
- Ben-Akiva, Moshe & McFadden, Daniel & Train, Kenneth & Börsch-Supan, Axel, 2002. "Hybrid Choice Models: Progress and Challenges," Sonderforschungsbereich 504 Publications 02-29, Sonderforschungsbereich 504, Universität Mannheim;Sonderforschungsbereich 504, University of Mannheim.
- Axel BÃ¶rsch-Supan & Moshe Ben-Akiva & Kenneth Train & Daniel McFadden, 2002. "Hybrid Choice Models: Progress and Challenges," MEA discussion paper series 02009, Munich Center for the Economics of Aging (MEA) at the Max Planck Institute for Social Law and Social Policy.
- Michael D. Hurd & Kathleen McGarry, 2002. "The Predictive Validity of Subjective Probabilities of Survival," Economic Journal, Royal Economic Society, vol. 112(482), pages 966-985, October.
- Michael D. Hurd & Kathleen McGarry, 1997. "The Predictive Validity of Subjective Probabilities of Survival," NBER Working Papers 6193, National Bureau of Economic Research, Inc.
- Charles F. Manski, 2004. "Measuring Expectations," Econometrica, Econometric Society, vol. 72(5), pages 1329-1376, 09.
- Kathleen McGarry, 2004. "Health and Retirement: Do Changes in Health Affect Retirement Expectations?," Journal of Human Resources, University of Wisconsin Press, vol. 39(3).
- Kathleen McGarry, 2002. "Health and Retirement: Do Changes in Health Affect Retirement Expectations?," NBER Working Papers 9317, National Bureau of Economic Research, Inc.
- Jeff Dominitz & Charles F. Manski, 2004. "How Should We Measure Consumer Confidence?," Journal of Economic Perspectives, American Economic Association, vol. 18(2), pages 51-66, Spring.
- Louviere,Jordan J. & Hensher,David A. & Swait,Joffre D., 2000. "Stated Choice Methods," Cambridge Books, Cambridge University Press, number 9780521788304, September.
- Schwarz, Norbert, 2003. " Self-Reports in Consumer Research: The Challenge of Comparing Cohorts and Cultures," Journal of Consumer Research, Oxford University Press, vol. 29(4), pages 588-594, March.
- William J. Infosino, 1986. "Forecasting New Product Sales from Likelihood of Purchase Ratings," Marketing Science, INFORMS, vol. 5(4), pages 372-384.
- Peter Adams & Michael D. Hurd & Daniel L. McFadden & Angela Merrill & Tiago Ribeiro, 2004. "Healthy, Wealthy, and Wise? Tests for Direct Causal Paths between Health and Socioeconomic Status," NBER Chapters,in: Perspectives on the Economics of Aging, pages 415-526 National Bureau of Economic Research, Inc.
- Adams, Peter & Hurd, Michael D. & McFadden, Daniel & Merrill, Angela & Ribeiro, Tiago, 2003. "Healthy, wealthy, and wise? Tests for direct causal paths between health and socioeconomic status," Journal of Econometrics, Elsevier, vol. 112(1), pages 3-56, January.
- Michael D. Hurd & Daniel McFadden & Harish Chand & Li Gan & Angela Menill & Michael Roberts, 1998. "Consumption and Savings Balances of the Elderly: Experimental Evidence on Survey Response Bias," NBER Chapters,in: Frontiers in the Economics of Aging, pages 353-392 National Bureau of Economic Research, Inc.
- Klein, Roger & Sherman, Robert, 1997. "Estimating new product demand from biased survey data," Journal of Econometrics, Elsevier, vol. 76(1-2), pages 53-76.
- Daniel McFadden & Kenneth Train, 2000. "Mixed MNL models for discrete response," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 15(5), pages 447-470.
- Manohar U. Kalwani & Alvin J. Silk, 1982. "On the Reliability and Predictive Validity of Purchase Intention Measures," Marketing Science, INFORMS, vol. 1(3), pages 243-286.
- Harris, Katherine M. & Keane, Michael P., 1998. "A model of health plan choice:: Inferring preferences and perceptions from a combination of revealed preference and attitudinal data," Journal of Econometrics, Elsevier, vol. 89(1-2), pages 131-157, November. Full references (including those not matched with items on IDEAS)
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