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On the Importance of Context in Sequential Decision-Making

Author

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  • Hsiao, Yu Chin
  • Kemp, Simon
  • Servátka, Maroš

Abstract

We experimentally investigate whether framing an individual-choice decision in a market setting results in a different outcome than when the decision is described in a context-free frame. We further explore whether the context effect is triggered by the frame itself or whether a richer descriptive content is required to establish familiarity with the decision-making environment. Understanding what constitutes context is central to formulating practical recommendations aiming to improve the quality of individual decisions. Our results show that framing a sequential search problem as selling houses leads to better decisions than a context-free frame. Manipulating whether or not the framed decision-making scenario includes a description of the house, which would be naturally available in a real estate market, does not impact the length of search or the total earnings.

Suggested Citation

  • Hsiao, Yu Chin & Kemp, Simon & Servátka, Maroš, 2019. "On the Importance of Context in Sequential Decision-Making," MPRA Paper 94027, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:94027
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    File URL: https://mpra.ub.uni-muenchen.de/96872/1/MPRA_paper_96872.pdf
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    References listed on IDEAS

    as
    1. Hoffman Elizabeth & McCabe Kevin & Shachat Keith & Smith Vernon, 1994. "Preferences, Property Rights, and Anonymity in Bargaining Games," Games and Economic Behavior, Elsevier, vol. 7(3), pages 346-380, November.
    2. D. V. Lindley, 1961. "Dynamic Programming and Decision Theory," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 10(1), pages 39-51, March.
    3. Ellingsen, Tore & Johannesson, Magnus & Mollerstrom, Johanna & Munkhammar, Sara, 2012. "Social framing effects: Preferences or beliefs?," Games and Economic Behavior, Elsevier, vol. 76(1), pages 117-130.
    4. Itzhak Gilboa & David Schmeidler, 1995. "Case-Based Decision Theory," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(3), pages 605-639.
    5. Heike Hennig‐Schmidt & Abdolkarim Sadrieh & Bettina Rockenbach, 2010. "In Search of Workers' Real Effort Reciprocity—a Field and a Laboratory Experiment," Journal of the European Economic Association, European Economic Association, vol. 8(4), pages 817-837, June.
    6. Smith, Vernon L, 1991. "Rational Choice: The Contrast between Economics and Psychology," Journal of Political Economy, University of Chicago Press, vol. 99(4), pages 877-897, August.
    7. Smith, Vernon L, 1976. "Experimental Economics: Induced Value Theory," American Economic Review, American Economic Association, vol. 66(2), pages 274-279, May.
    8. Urs Fischbacher, 2007. "z-Tree: Zurich toolbox for ready-made economic experiments," Experimental Economics, Springer;Economic Science Association, vol. 10(2), pages 171-178, June.
    9. Vernon L. Smith, 1962. "An Experimental Study of Competitive Market Behavior," Journal of Political Economy, University of Chicago Press, vol. 70(2), pages 111-111.
    10. Cox, James C & Oaxaca, Ronald L, 1989. "Laboratory Experiments with a Finite-Horizon Job-Search Model," Journal of Risk and Uncertainty, Springer, vol. 2(3), pages 301-329, September.
    11. repec:cup:judgdm:v:5:y:2010:i:1:p:11-20 is not listed on IDEAS
    12. Dufwenberg, Martin & Gächter, Simon & Hennig-Schmidt, Heike, 2011. "The framing of games and the psychology of play," Games and Economic Behavior, Elsevier, vol. 73(2), pages 459-478.
    13. Jehiel, Philippe, 2005. "Analogy-based expectation equilibrium," Journal of Economic Theory, Elsevier, vol. 123(2), pages 81-104, August.
    14. Asa B. Palley & Mirko Kremer, 2014. "Sequential Search and Learning from Rank Feedback: Theory and Experimental Evidence," Management Science, INFORMS, vol. 60(10), pages 2525-2542, October.
    15. Eger, C & Dickhaut, J, 1982. "An Examination Of The Conservative Information-Processing Bias In An Accounting Framework," Journal of Accounting Research, Wiley Blackwell, vol. 20(2), pages 711-723.
    16. Alekseev, Aleksandr & Charness, Gary & Gneezy, Uri, 2017. "Experimental methods: When and why contextual instructions are important," Journal of Economic Behavior & Organization, Elsevier, vol. 134(C), pages 48-59.
    17. Rami Zwick & Amnon Rapoport & Alison King Chung Lo & A. V. Muthukrishnan, 2003. "Consumer Sequential Search: Not Enough or Too Much?," Marketing Science, INFORMS, vol. 22(4), pages 503-519, October.
    18. David J. Cooper, 1999. "Gaming against Managers in Incentive Systems: Experimental Results with Chinese Students and Chinese Managers," American Economic Review, American Economic Association, vol. 89(4), pages 781-804, September.
    19. J. Neil Bearden & Amnon Rapoport & Ryan O. Murphy, 2006. "Sequential Observation and Selection with Rank-Dependent Payoffs: An Experimental Study," Management Science, INFORMS, vol. 52(9), pages 1437-1449, September.
    20. Thunström, Linda & Cherry, Todd L. & McEvoy, David M. & Shogren, Jason F., 2016. "Endogenous context in a dictator game," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 65(C), pages 117-120.
    21. Levin, Irwin P & Gaeth, Gary J, 1988. "How Consumers Are Affected by the Framing of Attribute Information before and after Consuming the Product," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 15(3), pages 374-378, December.
    22. Seale, Darryl A. & Rapoport, Amnon, 1997. "Sequential Decision Making with Relative Ranks: An Experimental Investigation of the "Secretary Problem">," Organizational Behavior and Human Decision Processes, Elsevier, vol. 69(3), pages 221-236, March.
    23. Rege, Mari & Telle, Kjetil, 2004. "The impact of social approval and framing on cooperation in public good situations," Journal of Public Economics, Elsevier, vol. 88(7-8), pages 1625-1644, July.
    24. repec:cup:judgdm:v:13:y:2018:i:5:p:484-500 is not listed on IDEAS
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    More about this item

    Keywords

    Schema Activation; Secretary Problem; Sequential Search; Context; Framing; Decision-Making;
    All these keywords.

    JEL classification:

    • C91 - Mathematical and Quantitative Methods - - Design of Experiments - - - Laboratory, Individual Behavior
    • D83 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Search; Learning; Information and Knowledge; Communication; Belief; Unawareness

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