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.
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- Mitchell, Olivia S, 1988.
"Worker Knowledge of Pension Provisions,"
Journal of Labor Economics,
University of Chicago Press, vol. 6(1), pages 21-39, January.
- 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 9780521747387, june. pag.
- 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.
- Andrews, Donald W K, 1988. "Chi-Square Diagnostic Tests for Econometric Models: Theory," Econometrica, Econometric Society, vol. 56(6), pages 1419-53, November.
- 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.
- Charles F. Manski, 2004. "Measuring Expectations," Econometrica, Econometric Society, vol. 72(5), pages 1329-1376, 09.
- 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.
- Jeff Dominitz, 1998. "Earnings Expectations, Revisions, And Realizations," The Review of Economics and Statistics, MIT Press, vol. 80(3), pages 374-388, August.
- 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.
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