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Sorting and filtering as effective rational choice procedures

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  • Paulo Oliva
  • Philipp Zahn

Abstract

Many online shops offer functionality that help their customers navigate the available alternatives. For instance, options to filter and to sort goods are wide-spread. In this paper we show that sorting and filtering can be used by rational consumers to find their most preferred choice -- quickly. We characterize the preferences which can be expressed through filtering and sorting and show that these preferences exhibit a simple and intuitive logical structure.

Suggested Citation

  • Paulo Oliva & Philipp Zahn, 2018. "Sorting and filtering as effective rational choice procedures," Papers 1809.06766, arXiv.org, revised Sep 2021.
    • Handle: RePEc:arx:papers:1809.06766
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    References listed on IDEAS

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    1. Herbert A. Simon, 1955. "A Behavioral Model of Rational Choice," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 69(1), pages 99-118.
    2. Mandler, Michael & Manzini, Paola & Mariotti, Marco, 2012. "A million answers to twenty questions: Choosing by checklist," Journal of Economic Theory, Elsevier, vol. 147(1), pages 71-92.
    3. Andrew Caplin & Mark Dean & Daniel Martin, 2011. "Search and Satisficing," American Economic Review, American Economic Association, vol. 101(7), pages 2899-2922, December.
    4. , & ,, 2006. "A model of choice from lists," Theoretical Economics, Econometric Society, vol. 1(1), pages 3-17, March.
    5. Rubinstein, Ariel, 1998. "Definable preferences: An example1," European Economic Review, Elsevier, vol. 42(3-5), pages 553-560, May.
    6. , & ,, 2013. "Choice by iterative search," Theoretical Economics, Econometric Society, vol. 8(3), September.
    7. Yuval Salant & Ariel Rubinstein, 2008. "(A, f): Choice with Frames -super-1," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 75(4), pages 1287-1296.
    8. Todd, Peter M. & Gigerenzer, Gerd, 2003. "Bounding rationality to the world," Journal of Economic Psychology, Elsevier, vol. 24(2), pages 143-165, April.
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