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Expert adoption of composite indices: a randomized experiment on migrant resettlement decisions in Bangladesh

Author

Listed:
  • Ivar Kolstad

    (Norwegian School of Economics
    Chr. Michelsen Institute)

  • Azreen Karim

    (Bangladesh Institute of Development Studies)

  • Päivi Lujala

    (Chr. Michelsen Institute
    University of Oulu)

  • Arne Wiig

    (Chr. Michelsen Institute)

Abstract

In settings where complex social decisions are made, information is often aggregated into indices to facilitate decision making. The value added of such composite indices depends, inter alia, on the extent to which decision makers trust and make use of them. This paper presents a randomized experiment on the use of an index designed to inform migrant resettlement decisions, using 410 graduate students in Bangladesh as respondents. Respondents were randomly assigned to control and treatment conditions. In the control group, respondents faced a discrete choice experiment where they were asked to allocate 1000 migrants between two locations described by five attributes (availability of cropland, distance to hospital, distance to school, poverty incidence, frequency of floods, droughts and cyclones). In the treatment group, respondents also had access to the migrant resettlement index for the two locations. Results show that the resettlement index is used by the respondents, and mechanism analyses suggest this is due to perceptions of improved benefits to costs from using the index to make decisions. Results from the control group also suggest that past adverse environmental events are particularly important for resettlement decisions, but less so for respondents who grew up in areas where such events were frequent.

Suggested Citation

  • Ivar Kolstad & Azreen Karim & Päivi Lujala & Arne Wiig, 2023. "Expert adoption of composite indices: a randomized experiment on migrant resettlement decisions in Bangladesh," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 119(1), pages 261-297, October.
  • Handle: RePEc:spr:nathaz:v:119:y:2023:i:1:d:10.1007_s11069-023-06056-0
    DOI: 10.1007/s11069-023-06056-0
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    References listed on IDEAS

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    1. Caussade, Sebastián & Ortúzar, Juan de Dios & Rizzi, Luis I. & Hensher, David A., 2005. "Assessing the influence of design dimensions on stated choice experiment estimates," Transportation Research Part B: Methodological, Elsevier, vol. 39(7), pages 621-640, August.
    2. Martin Ravallion, 2012. "Mashup Indices of Development," The World Bank Research Observer, World Bank, vol. 27(1), pages 1-32, February.
    3. Shyamal Chowdhury & Lyn Squire, 2006. "Setting weights for aggregate indices: An application to the commitment to development index and human development index," Journal of Development Studies, Taylor & Francis Journals, vol. 42(5), pages 761-771.
    4. Jürgen Meyerhoff & Malte Oehlmann & Priska Weller, 2015. "The Influence of Design Dimensions on Stated Choices in an Environmental Context," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 61(3), pages 385-407, July.
    5. DeShazo, J. R. & Fermo, German, 2002. "Designing Choice Sets for Stated Preference Methods: The Effects of Complexity on Choice Consistency," Journal of Environmental Economics and Management, Elsevier, vol. 44(1), pages 123-143, July.
    6. Weller, Priska & Oehlmann, Malte & Mariel, Petr & Meyerhoff, Jürgen, 2014. "Stated and inferred attribute non-attendance in a design of designs approach," Journal of choice modelling, Elsevier, vol. 11(C), pages 43-56.
    7. Srinivasan, T N, 1994. "Human Development: A New Paradigm or Reinvention of the Wheel?," American Economic Review, American Economic Association, vol. 84(2), pages 238-243, May.
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