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.
To our knowledge, this item is not available for
download. To find whether it is available, there are three
1. Check below under "Related research" whether another version of this item is available online.
2. Check on the provider's web page whether it is in fact available.
3. Perform a search for a similarly titled item that would be available.
|Date of creation:||2005|
|Date of revision:|
|Publication status:||Published in Marketing Letters 3-4 16(2005): pp. 183-196|
|Contact details of provider:|| Postal: |
Web page: http://www.vwl.uni-muenchen.de
More information through EDIRC
References listed on IDEAS
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.:
- 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.
- 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.
- 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.
- 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.
- 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.
- Schwarz, Norbert, 2003. " Self-Reports in Consumer Research: The Challenge of Comparing Cohorts and Cultures," Journal of Consumer Research, University of Chicago Press, vol. 29(4), pages 588-94, March.
- 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).
- James Banks & Arie Kapteyn & James P. Smith & Arthur van Soest, 2004. "International Comparisons of Work Disability," Working Papers 155, RAND Corporation Publications Department.
- 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.
- 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.
- 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.
- Li Gan & Michael Hurd & Daniel McFadden, 2003.
"Individual Subjective Survival Curves,"
NBER Working Papers
9480, National Bureau of Economic Research, Inc.
- 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.
- Granbois, Donald H & Summers, John O, 1975. " Primary and Secondary Validity of Consumer Purchase Probabilities," Journal of Consumer Research, University of Chicago Press, vol. 1(4), pages 31-38, March.
- Kathleen McGarry, 2004. "Health and Retirement: Do Changes in Health Affect Retirement Expectations?," Journal of Human Resources, University of Wisconsin Press, vol. 39(3).
- Klein, Roger & Sherman, Robert, 1997. "Estimating new product demand from biased survey data," Journal of Econometrics, Elsevier, vol. 76(1-2), pages 53-76.
- J. Dominitz & C. F. Manski, .
"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," Econometrics 9411003, EconWPA.
- Jeff Dominitz & Charles F. Manski, 1994. "Using Expectations Data to Study Subjective Income Expectations," NBER Working Papers 4937, National Bureau of Economic Research, Inc.
- 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.
- Michael D. Hurd & Kathleen McGarry, 1997.
"The Predictive Validity of Subjective Probabilities of Survival,"
NBER Working Papers
6193, National Bureau of Economic Research, Inc.
- 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.
- 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.
- 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.
- 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.
- 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.
- William J. Infosino, 1986. "Forecasting New Product Sales from Likelihood of Purchase Ratings," Marketing Science, INFORMS, vol. 5(4), pages 372-384.
- Charles F. Manski, 2004. "Measuring Expectations," Econometrica, Econometric Society, vol. 72(5), pages 1329-1376, 09.
- Poterba, James M & Summers, Lawrence H, 1986. "Reporting Errors and Labor Market Dynamics," Econometrica, Econometric Society, vol. 54(6), pages 1319-38, November.
When requesting a correction, please mention this item's handle: RePEc:lmu:muenar:19251. See general information about how to correct material in RePEc.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Alexandra Frank)
If references are entirely missing, you can add them using this form.