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Dynamic pricing in the presence of individual learning

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  • Weng, Xi

Abstract

This paper studies price dynamics in a setting in which a monopolist sells a new experience good over time to many buyers, and the seller can neither price discriminate among the buyers nor commit to a price rule. Buyers learn from their own experiences about the effectiveness of the product. Individual learning generates ex post heterogeneity, which affects the buyers' purchasing decisions, the monopolist's pricing strategy, and efficiency. When learning occurs through good news signals, buyers receive a rent because of the possible advantageous belief caused by short-lived deviations. If a good news signal arrives, the price can instantaneously increase or decrease depending on the arrival time of this signal. The equilibrium is inefficient because the monopolist's incentive to exploit known buyers leads to inefficient early termination of exploration. When learning occurs through bad news signals, ex post heterogeneity has no such effect, since only homogeneous unknown buyers purchase the experience good.

Suggested Citation

  • Weng, Xi, 2015. "Dynamic pricing in the presence of individual learning," Journal of Economic Theory, Elsevier, vol. 155(C), pages 262-299.
  • Handle: RePEc:eee:jetheo:v:155:y:2015:i:c:p:262-299
    DOI: 10.1016/j.jet.2014.11.016
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    Cited by:

    1. Kaiwei Zhang & Xi Weng & Xienan Cheng, 2022. "Optimal Pricing Schemes in the Presence of Social Learning and Costly Reporting," Papers 2211.07362, arXiv.org, revised Dec 2023.
    2. Weng, Xi, 2015. "Can learning cause shorter delays in reaching agreements?," Journal of Mathematical Economics, Elsevier, vol. 60(C), pages 49-62.

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    More about this item

    Keywords

    Learning; Experimentation; Strategic pricing; Exponential bandit; Good news case; Bad news case;
    All these keywords.

    JEL classification:

    • D83 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Search; Learning; Information and Knowledge; Communication; Belief; Unawareness
    • C02 - Mathematical and Quantitative Methods - - General - - - Mathematical Economics
    • C61 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Optimization Techniques; Programming Models; Dynamic Analysis
    • C73 - Mathematical and Quantitative Methods - - Game Theory and Bargaining Theory - - - Stochastic and Dynamic Games; Evolutionary Games

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