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Measuring Consumer Risk-Return Tradeoffs


Daniel G. Goldstein


Microsoft Research New York City; London Business School

Eric J. Johnson


Columbia Business School - Marketing

William F. Sharpe


Stanford University - Graduate School of Business

January 4, 2006


Abstract:     
Consumer choice occurs over multiple products and services, each comprising multiple risks. In this paper, we present a new market research technique to measure consumers' preferences over large spaces of risks. We first describe the method, present its psychological and analytical motivation, and then report the results of empirical tests of reliability and validity, both within testing sessions and across the span of one year. The method is used to estimate the coefficient of relative risk aversion and the loss aversion parameter for a sample of adults saving for retirement. The new technique passes tests of reliability and validation and captures individual differences based on age and income. It also identifies two sub-populations, one best fit by a more classical model of risk preference, and the other by a behavioral model which incorporates loss aversion.

Number of Pages in PDF File: 38

Keywords: marketing research tools, consumer behavior, decision-making, parameter estimation, measurement, segmentation, risk, utility, uncertainty

JEL Classification: D8, D9, E2, J0, N2, N3

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Date posted: October 13, 2005  

Suggested Citation

Goldstein, Daniel G., Johnson, Eric J. and Sharpe, William F., Measuring Consumer Risk-Return Tradeoffs (January 4, 2006). Available at SSRN: http://ssrn.com/abstract=819065 or http://dx.doi.org/10.2139/ssrn.819065

Contact Information

Daniel G. Goldstein (Contact Author)
Microsoft Research New York City ( email )
New York, NY
United States
London Business School ( email )
Sussex Place
Regent's Park
London, London NW1 4SA
United Kingdom
+44 0 20 7000 8611 (Phone)
+44 0 20 7000 8601 (Fax)
HOME PAGE: http://www.dangoldstein.com
Eric J. Johnson
Columbia Business School - Marketing ( email )
New York, NY 10027
United States

William F. Sharpe
Stanford University - Graduate School of Business ( email )
518 Memorial Way
Stanford, CA 94305-5015
United States
650-725-4876 (Phone)
650-725-7979 (Fax)
HOME PAGE: http://www.wsharpe.com

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