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      • Research Summary

      Overview

      By: Jorge Tamayo
      Professor Tamayo’s research focuses on theoretical modeling and structural estimation of firm decision-making and productivity.

      Professor Tamayo studies dynamic competition for customer membership. Generally, firms that implement a membership model charge a... View Details
      Keywords: Industrial Organization, Industrial Development; Management Practices and Processes; Management Skills; Management Style; Energy Generation; Performance Efficiency; Market Design; Crime and Corruption; Manufacturing Industry; Energy Industry
      • Forthcoming
      • Article

      Personalization and Targeting: How to Experiment, Learn & Optimize

      By: Aurelie Lemmens, Jason M.T. Roos, Sebastian Gabel, Eva Ascarza, Hernan Bruno, Elea McDonnell Feit, Brett Gordon, Ayelet Israeli, Carl F. Mela and Oded Netzer
      Personalization has become the heartbeat of modern marketing. Advances in causal inference and machine learning enable companies to understand how the same marketing action can impact the choices of individual customers differently. This article provides an academic... View Details
      Keywords: Targeting; Experiments; Observational Studies; Policy Implementation; Policy Evaluation; Customization and Personalization; Marketing Strategy; Customer Focus and Relationships; Research
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      Lemmens, Aurelie, Jason M.T. Roos, Sebastian Gabel, Eva Ascarza, Hernan Bruno, Elea McDonnell Feit, Brett Gordon, Ayelet Israeli, Carl F. Mela, and Oded Netzer. "Personalization and Targeting: How to Experiment, Learn & Optimize." International Journal of Research in Marketing (forthcoming). (Pre-published online July 25, 2025.)
      • Research Summary

      Selective Attention and Learning

      By: Joshua R. Schwartzstein

      What do we notice, and how does this affect what we learn? Standard economic models of learning ignore memory by assuming that we remember everything. But there is growing recognition that memory is imperfect. Further, memory imperfections do not stem from limited... View Details

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