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Elusive optima: A process tracing analysis of procedural rationality in mobile phone connection plan choices

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  • Earl, Peter E.
  • Friesen, Lana
  • Shadforth, Christopher

Abstract

This paper reports an experiment in which subjects were rewarded on the basis of how close they came to finding the cheapest mobile phone plan to serve a particular usage remit by searching freely in the Internet. During the task, subjects were required to ‘think aloud’ and recordings were made of what they said and what they did on their computer screens. Analysis of the screen-capture movie recordings revealed major shortfalls in procedural rationality, including poor strategic thinking about how to deal with choice overload, poor conceptual understanding of mobile phone plans and pricing systems, as well as cognitive and calculation errors. Our novel method leads to a very different policy focus from that implied by viewing the problem in terms of excess information per se and irrationality as driven by innate heuristics and biases.

Suggested Citation

  • Earl, Peter E. & Friesen, Lana & Shadforth, Christopher, 2019. "Elusive optima: A process tracing analysis of procedural rationality in mobile phone connection plan choices," Journal of Economic Behavior & Organization, Elsevier, vol. 161(C), pages 303-322.
  • Handle: RePEc:eee:jeborg:v:161:y:2019:i:c:p:303-322
    DOI: 10.1016/j.jebo.2019.03.021
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    References listed on IDEAS

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    1. Maria Menon, 2004. "Information search as an indication of rationality in student choice of higher education," Education Economics, Taylor & Francis Journals, vol. 12(3), pages 267-283.
    2. Ranyard, Rob & Hinkley, Lisa & Williamson, Janis & McHugh, Sandie, 2006. "The role of mental accounting in consumer credit decision processes," Journal of Economic Psychology, Elsevier, vol. 27(4), pages 571-588, August.
    3. Ben Greiner, 2015. "Subject pool recruitment procedures: organizing experiments with ORSEE," Journal of the Economic Science Association, Springer;Economic Science Association, vol. 1(1), pages 114-125, July.
    4. Christandl, Fabian & Fetchenhauer, Detlef, 2009. "How laypeople and experts misperceive the effect of economic growth," Journal of Economic Psychology, Elsevier, vol. 30(3), pages 381-392, June.
    5. repec:tpr:restat:v:97:y:2015:i:5:p:793-802 is not listed on IDEAS
    6. Friesen, Lana & Earl, Peter E., 2015. "Multipart tariffs and bounded rationality: An experimental analysis of mobile phone plan choices," Journal of Economic Behavior & Organization, Elsevier, vol. 116(C), pages 239-253.
    7. Peter D. Lunn, 2013. "Telecommunications Consumers: A Behavioral Economic Analysis," Journal of Consumer Affairs, Wiley Blackwell, vol. 47(1), pages 167-189, April.
    8. Besedeš, Tibor & Deck, Cary & Sarangi, Sudipta & Shor, Mikhael, 2012. "Decision-making strategies and performance among seniors," Journal of Economic Behavior & Organization, Elsevier, vol. 81(2), pages 524-533.
    9. Michael D. Grubb, 2009. "Selling to Overconfident Consumers," American Economic Review, American Economic Association, vol. 99(5), pages 1770-1807, December.
    10. Heiss, Florian & Leive, Adam & McFadden, Daniel & Winter, Joachim, 2013. "Plan selection in Medicare Part D: Evidence from administrative data," Journal of Health Economics, Elsevier, vol. 32(6), pages 1325-1344.
    11. Michael D. Grubb & Matthew Osborne, 2015. "Cellular Service Demand: Biased Beliefs, Learning, and Bill Shock," American Economic Review, American Economic Association, vol. 105(1), pages 234-271, January.
    12. Tibor Besedeš & Cary Deck & Sudipta Sarangi & Mikhael Shor, 2012. "Age Effects and Heuristics in Decision Making," The Review of Economics and Statistics, MIT Press, vol. 94(2), pages 580-595, May.
    13. Smith,Vernon L., 2009. "Rationality in Economics," Cambridge Books, Cambridge University Press, number 9780521133388.
    14. Brown, Thomas C., 2005. "Loss aversion without the endowment effect, and other explanations for the WTA-WTP disparity," Journal of Economic Behavior & Organization, Elsevier, vol. 57(3), pages 367-379, July.
    15. Michael Grubb, 2015. "Failing to Choose the Best Price: Theory, Evidence, and Policy," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 47(3), pages 303-340, November.
    16. Sylvie M. C. van Osch & Anne M. Stiggelbout, 2008. "The construction of standard gamble utilities," Health Economics, John Wiley & Sons, Ltd., vol. 17(1), pages 31-40, January.
    17. Earl, Peter E. & Friesen, Lana & Shadforth, Christopher, 2017. "The efficiency of market-assisted choice: an experimental analysis of mobile phone connection service recommendations," Journal of Institutional Economics, Cambridge University Press, vol. 13(4), pages 849-873, December.
    18. Tibor Besedes & Cary Deck & Sudipta Sarangi & Mikhael Shor, 2015. "Reducing Choice Overload without Reducing Choices," The Review of Economics and Statistics, MIT Press, vol. 97(4), pages 793-802, October.
    19. James W. Dean & Mark P. Sharfman, 1993. "Procedural Rationality In The Strategic Decision‐Making Process," Journal of Management Studies, Wiley Blackwell, vol. 30(4), pages 587-610, July.
    20. Highhouse, Scott, 1994. "A verbal protocol analysis of choice under ambiguity," Journal of Economic Psychology, Elsevier, vol. 15(4), pages 621-635, December.
    21. Defeuilley, Christophe, 2009. "Retail competition in electricity markets," Energy Policy, Elsevier, vol. 37(2), pages 377-386, February.
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    Cited by:

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    2. Griffin, Míde & Lyons, Sean & Mohan, Gretta & Joseph, Merin & Domhnaill, Ciarán Mac & Evans, John, 2022. "Intra-operator mobile plan switching: Evidence from linked survey and billing microdata," Telecommunications Policy, Elsevier, vol. 46(7).

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    More about this item

    Keywords

    Consumer capabilities; Choice overload; Procedural rationality; Process tracing;
    All these keywords.

    JEL classification:

    • D12 - Microeconomics - - Household Behavior - - - Consumer Economics: Empirical Analysis
    • D83 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Search; Learning; Information and Knowledge; Communication; Belief; Unawareness
    • C91 - Mathematical and Quantitative Methods - - Design of Experiments - - - Laboratory, Individual Behavior
    • D03 - Microeconomics - - General - - - Behavioral Microeconomics: Underlying Principles

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