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Touching beliefs: Using touchscreen technology to elicit subjective expectations in survey research

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  • Elisa M Maffioli
  • Manoj Mohanan

Abstract

When making decisions under uncertainty, individuals may form subjective expectations about probabilities of events relevant for their choice. Accurate measurement of subjective expectations is critical for high-quality data needed to analyze individual behavior. This paper reports the development and validity of a new method of eliciting point subjective expectations in developing countries. We developed a touchscreen-based application that combines an animated slider along with dynamic images that change relative sizes based on the probability indicated by the respondent. We compare our method to the more traditional approach of using beans as visual aids. First, we find that respondents have a sound understanding of basic concepts of probability. Second, we test for equality of the distributions elicited with the different methods and find them highly comparable. Third, we provide evidence that respondents report a more favorable opinion about the slider method and more willingness to complete long surveys using the slider rather than beans. Our findings suggest that the slider could be a viable elicitation method for empirical researchers who aim to collect data on subjective expectations in developing countries.

Suggested Citation

  • Elisa M Maffioli & Manoj Mohanan, 2018. "Touching beliefs: Using touchscreen technology to elicit subjective expectations in survey research," PLOS ONE, Public Library of Science, vol. 13(11), pages 1-15, November.
  • Handle: RePEc:plo:pone00:0207484
    DOI: 10.1371/journal.pone.0207484
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    References listed on IDEAS

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    1. Orazio P. Attanasio, 2009. "Expectations and Perceptions in Developing Countries: Their Measurement and Their Use," American Economic Review, American Economic Association, vol. 99(2), pages 87-92, May.
    2. Charles F. Manski, 2004. "Measuring Expectations," Econometrica, Econometric Society, vol. 72(5), pages 1329-1376, September.
    3. Adeline Delavande, 2014. "Probabilistic Expectations in Developing Countries," Annual Review of Economics, Annual Reviews, vol. 6(1), pages 1-20, August.
    4. Adeline Delavande & Xavier Giné & David McKenzie, 2011. "Eliciting probabilistic expectations with visual aids in developing countries: how sensitive are answers to variations in elicitation design?," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 26(3), pages 479-497, April.
    5. Delavande, Adeline & Zafar, Basit, 2014. "University choice: the role of expected earnings, non-pecuniary outcomes and financial constraints," ISER Working Paper Series 2014-38, Institute for Social and Economic Research.
    6. Michael D. Hurd, 2009. "Subjective Probabilities in Household Surveys," Annual Review of Economics, Annual Reviews, vol. 1(1), pages 543-564, May.
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    1. Bah, Tijan L. & Batista, Catia & Gubert, Flore & McKenzie, David, 2023. "Can information and alternatives to irregular migration reduce “backway” migration from The Gambia?," Journal of Development Economics, Elsevier, vol. 165(C).
    2. Elisa Maria Maffioli & Wendy Prudhomme O’Meara & Elizabeth L. Turner & Manoj Mohanan, 2021. "Can individuals’ beliefs help us understand nonadherence to malaria test results? Evidence from rural Kenya," Review of Development Economics, Wiley Blackwell, vol. 25(1), pages 163-182, February.

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