Tariff Choice with Consumer Learning: Sorting-Induced Biases and Illusive Surplus
AbstractFirms often offer menus of two-part tariffs to price discriminate among consumers with heterogeneous preferences. In this paper we study the effectiveness of this screening mechanism when consumers are uncertain about the quality of the good and resolve this uncertainty through consumption experiences. We use consumer-level data to estimate a dynamic structural model of forward-looking consumers with heterogeneous demands, both ex-ante and ex-post, for an experience good sold by a monopolist offering a fixed menu of two-part tariffs. Our analysis highlights three elements that influence consumer behavior and affect pricing strategies: beliefs, experiential learning, and switching costs. We test the rational expectations assumption against a weaker assumption about beliefs that retains unbiasedness, on average across all consumers, but allows beliefs to be biased conditional on tariff choice. The rational expectations assumption is rejected: consumers on flat fee tariffs tend to have optimistic priors whereas consumers on per-use tariffs tend to have pessimistic priors. If switching costs are sufficiently high, this sorting-induced bias implies that flat fee tariffs can yield high profits for the firm even after optimistic consumers revise their beliefs. This dynamic lock-in effect of flat fees augments their traditional role in static settings of extracting consumer surplus. Biased priors also lead to biased expectations of consumer surplus. Realized surplus is on average negative, despite expectations of a large and positive discounted lifetime surplus.
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Bibliographic InfoPaper provided by Carnegie Mellon University, Tepper School of Business in its series GSIA Working Papers with number 2003-E35.
Date of creation: Dec 2006
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Postal: Tepper School of Business, Carnegie Mellon University, 5000 Forbes Avenue, Pittsburgh, PA 15213-3890
Web page: http://www.tepper.cmu.edu/
This paper has been announced in the following NEP Reports:
- NEP-ALL-2004-12-12 (All new papers)
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- Shy, Oz, 2008. "Measuring the cost of making payment decisions," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 37(6), pages 2411-2416, December.
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