Survey response in probabilistic questions and its impact on inference
We develop a panel data model of expectations of a continuous outcome variable elicited on a percentage-chance scale. The model explains the location and dispersion of the subjective distributions by socio-economic covariates and unobserved factors. Moreover, it accounts explicitly for non-response, non-informative focal answers, and recall and rounding errors. We apply the model to the expected retirement income replacement rate of Dutch wage workers. We find that incorporating these features of the answering process increases the size and significance of relationships with covariates. The estimates indicate substantial rounding but few focal answers. Respondents tend to stick to a certain answering strategy: non-response, rounding and especially non-informative focal answers are characterized by substantial unobserved heterogeneity across individuals.
If you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.
As the access to this document is restricted, you may want to look for a different version under "Related research" (further below) or search for a different version of it.
Volume (Year): 96 (2013)
Issue (Month): C ()
|Contact details of provider:|| Web page: http://www.elsevier.com/locate/jebo|
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.:
- Jeff Dominitz, 1998. "Earnings Expectations, Revisions, And Realizations," The Review of Economics and Statistics, MIT Press, vol. 80(3), pages 374-388, August.
- Charles F. Manski, 2004. "Measuring Expectations," Econometrica, Econometric Society, vol. 72(5), pages 1329-1376, 09.
- van Santen, Peter & Alessie, Rob & Kalwij, Adriaan, 2012. "Probabilistic survey questions and incorrect answers: Retirement income replacement rates," Journal of Economic Behavior & Organization, Elsevier, vol. 82(1), pages 267-280.
- Adeline Delavande & Susann Rohwedder, 2010.
"Individuals' Uncertainty about Future Social Security Benefits and Portfolio Choice,"
782, RAND Corporation.
- Adeline Delavande & Susann Rohwedder, 2011. "Individuals' uncertainty about future social security benefits and portfolio choice," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 26(3), pages 498-519, 04.
- Basit Zafar, 2011.
"Can subjective expectations data be used in choice models? evidence on cognitive biases,"
Journal of Applied Econometrics,
John Wiley & Sons, Ltd., vol. 26(3), pages 520-544, 04.
- Basit Zafar, 2010. "Can subjective expectations data be used in choice models? Evidence on cognitive biases," Staff Reports 454, Federal Reserve Bank of New York.
- Train,Kenneth E., 2009.
"Discrete Choice Methods with Simulation,"
Cambridge University Press, number 9780521766555, December.
- Mitchell, Olivia S, 1988.
"Worker Knowledge of Pension Provisions,"
Journal of Labor Economics,
University of Chicago Press, vol. 6(1), pages 21-39, January.
- Péter Hudomiet & Gábor Kézdi & Robert J. Willis, 2011. "Stock market crash and expectations of American households," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 26(3), pages 393-415, 04.
- Michael D. Hurd, 2009. "Subjective Probabilities in Household Surveys," Annual Review of Economics, Annual Reviews, vol. 1(1), pages 543-564, 05.
- de Bruin, Wandi Bruine & Fischhoff, Baruch & Millstein, Susan G. & Halpern-Felsher, Bonnie L., 2000. "Verbal and Numerical Expressions of Probability: "It's a Fifty-Fifty Chance"," Organizational Behavior and Human Decision Processes, Elsevier, vol. 81(1), pages 115-131, January.
- Jeff Dominitz & Charles F. Manski, 2006. "Measuring Pension-benefit Expectations Probabilistically," LABOUR, CEIS, vol. 20(2), pages 201-236, 06.
- Andrews, Donald W K, 1988. "Chi-Square Diagnostic Tests for Econometric Models: Theory," Econometrica, Econometric Society, vol. 56(6), pages 1419-1453, November.
When requesting a correction, please mention this item's handle: RePEc:eee:jeborg:v:96:y:2013:i:c:p:65-84. 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: (Dana Niculescu)
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If references are entirely missing, you can add them using this form.
If the full references list an item that is present in RePEc, but the system did not link to it, you can help with this form.
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your profile, as there may be some citations waiting for confirmation.
Please note that corrections may take a couple of weeks to filter through the various RePEc services.