Learning and the value of information: Evidence from health plan report cards
This paper develops a framework to analyze the value of information in the context of health plan choice. We use a Bayesian learning model to estimate the impact and value of information using data from a large employer, which started distributing health plan ratings to its employees in 1997. We estimate the parameters of the model with simulated maximum likelihood, and use the estimates to quantify the value of the report card information. We model both continuous specifications with Gaussian priors and signals, and discrete specifications with Beta priors and Binomial signals. We find that the release of information had a statistically significant effect on health plan choices. Consumers were willing to pay about $330 per year per below expected performance rating avoided, and the average value of the report card per employee was about $20 per year. We find large variation in valuations across different performance domains, but no significant evidence of heterogeneity based on observable employee characteristics or unobservable dimensions.
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- Buchmueller, Thomas C. & Feldstein, Paul J., 1997. "The effect of price on switching among health plans," Journal of Health Economics, Elsevier, vol. 16(2), pages 231-247, April.
- John F. Geweke & Gautam Gowrisankaran & Robert J. Town, 2002.
"Bayesian inference for hospital quality in a selection model,"
Working Paper Series
2002-18, Federal Reserve Bank of San Francisco.
- John Geweke & Gautam Gowrisankaran & Robert J. Town, 2003. "Bayesian Inference for Hospital Quality in a Selection Model," Econometrica, Econometric Society, vol. 71(4), pages 1215-1238, 07.
- John Geweke & Gautam Gowrisankaran & Robert J. Town, 2001. "Bayesian Inference for Hospital Quality in a Selection Model," NBER Working Papers 8497, National Bureau of Economic Research, Inc.
- Tülin Erdem & Michael P. Keane, 1996. "Decision-Making Under Uncertainty: Capturing Dynamic Brand Choice Processes in Turbulent Consumer Goods Markets," Marketing Science, INFORMS, vol. 15(1), pages 1-20.
- David Dranove & Daniel Kessler & Mark McClellan & Mark Satterthwaite, 2003.
"Is More Information Better? The Effects of "Report Cards" on Health Care Providers,"
Journal of Political Economy,
University of Chicago Press, vol. 111(3), pages 555-588, June.
- David Dranove & Daniel Kessler & Mark McClellan & Mark Satterthwaite, 2002. "Is More Information Better? The Effects of 'Report Cards' on Health Care Providers," NBER Working Papers 8697, National Bureau of Economic Research, Inc.
- David M. Cutler & Mark McClellan & Joseph P. Newhouse, 2000. "How Does Managed Care Do It?," RAND Journal of Economics, The RAND Corporation, vol. 31(3), pages 526-548, Autumn.
- Cardell, N. Scott, 1997. "Variance Components Structures for the Extreme-Value and Logistic Distributions with Application to Models of Heterogeneity," Econometric Theory, Cambridge University Press, vol. 13(02), pages 185-213, April.
- Beaulieu, Nancy Dean, 2002. "Quality information and consumer health plan choices," Journal of Health Economics, Elsevier, vol. 21(1), pages 43-63, January.
- Steven T. Berry, 1994. "Estimating Discrete-Choice Models of Product Differentiation," RAND Journal of Economics, The RAND Corporation, vol. 25(2), pages 242-262, Summer.
- McClellan, Mark & Cutler, David & Newhous, Joseph P., 2000. "How Does Managed Care Do It?," Scholarly Articles 2643884, Harvard University Department of Economics.
- Alan T. Sorensen, 2006. "Social learning and health plan choice," RAND Journal of Economics, RAND Corporation, vol. 37(4), pages 929-945, December.
- Gregory S. Crawford & Matthew Shum, 2005. "Uncertainty and Learning in Pharmaceutical Demand," Econometrica, Econometric Society, vol. 73(4), pages 1137-1173, 07.
- Jin, Ginger Zhe & Sorensen, Alan T., 2006. "Information and consumer choice: The value of publicized health plan ratings," Journal of Health Economics, Elsevier, vol. 25(2), pages 248-275, March.
- Michael Rothschild & Joseph Stiglitz, 1976. "Equilibrium in Competitive Insurance Markets: An Essay on the Economics of Imperfect Information," The Quarterly Journal of Economics, Oxford University Press, vol. 90(4), pages 629-649.
- Chernew, Michael & Gowrisankaran, Gautam & McLaughlin, Catherine & Gibson, Teresa, 2004. "Quality and employers' choice of health plans," Journal of Health Economics, Elsevier, vol. 23(3), pages 471-492, May.
- Anne Beeson Royalty & Neil Solomon, 1999. "Health Plan Choice: Price Elasticities in a Managed Competition Setting," Journal of Human Resources, University of Wisconsin Press, vol. 34(1), pages 1-41.
- Daniel A. Ackerberg, 2003. "Advertising, learning, and consumer choice in experience good markets: an empirical examination," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 44(3), pages 1007-1040, 08.
- Scanlon, Dennis P. & Chernew, Michael & McLaughlin, Catherine & Solon, Gary, 2002. "The impact of health plan report cards on managed care enrollment," Journal of Health Economics, Elsevier, vol. 21(1), pages 19-41, January.
- Wedig, Gerard J. & Tai-Seale, Ming, 2002. "The effect of report cards on consumer choice in the health insurance market," Journal of Health Economics, Elsevier, vol. 21(6), pages 1031-1048, November.
- David M. Cutler & Sarah J. Reber, 1998. "Paying for Health Insurance: The Trade-Off between Competition and Adverse Selection," The Quarterly Journal of Economics, Oxford University Press, vol. 113(2), pages 433-466.
- George A. Akerlof, 1970. "The Market for "Lemons": Quality Uncertainty and the Market Mechanism," The Quarterly Journal of Economics, Oxford University Press, vol. 84(3), pages 488-500.
- Stiglitz, Joseph E., 1989. "Imperfect information in the product market," Handbook of Industrial Organization, in: R. Schmalensee & R. Willig (ed.), Handbook of Industrial Organization, edition 1, volume 1, chapter 13, pages 769-847 Elsevier.
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