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Can you spot a scam? Measuring and improving scam identification ability

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  • Kubilay, Elif
  • Raiber, Eva
  • Spantig, Lisa
  • Cahlíková, Jana
  • Kaaria, Lucy

Abstract

The expansion of digital financial services leads to severe consumer protection issues such as fraud and scams. As these potentially decrease trust in digital services, especially in developing countries, avoiding victimization has become an important policy objective. In an online experiment, we first investigate how well individuals in Kenya identify phone scams using a novel measure of scam identification ability. We then test the effectiveness of scam education, a commonly used approach by organizations for fraud prevention. We find that common tips on how to spot scams do not significantly improve individuals’ scam identification ability, i.e., the distinction between scams and genuine messages. This null effect is driven by an increase in correctly identified scams and a decrease in correctly identified genuine messages, indicating overcaution. Additionally, we find suggestive evidence that genuine messages with scam-like features are misclassified more often, highlighting the importance of a careful design of official communication.

Suggested Citation

  • Kubilay, Elif & Raiber, Eva & Spantig, Lisa & Cahlíková, Jana & Kaaria, Lucy, 2023. "Can you spot a scam? Measuring and improving scam identification ability," Journal of Development Economics, Elsevier, vol. 165(C).
  • Handle: RePEc:eee:deveco:v:165:y:2023:i:c:s0304387823001025
    DOI: 10.1016/j.jdeveco.2023.103147
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    1. Luigi Guiso & Paola Sapienza & Luigi Zingales, 2008. "Trusting the Stock Market," Journal of Finance, American Finance Association, vol. 63(6), pages 2557-2600, December.
    2. Christian Engels & Kamlesh Kumar & Dennis Philip, 2020. "Financial literacy and fraud detection," The European Journal of Finance, Taylor & Francis Journals, vol. 26(4-5), pages 420-442, March.
    3. Annamaria Lusardi & Olivia S. Mitchell, 2014. "The Economic Importance of Financial Literacy: Theory and Evidence," Journal of Economic Literature, American Economic Association, vol. 52(1), pages 5-44, March.
    4. Jørgen Juel Andersen & Niels Johannesen & Bob Rijkers, 2022. "Elite Capture of Foreign Aid: Evidence from Offshore Bank Accounts," Journal of Political Economy, University of Chicago Press, vol. 130(2), pages 388-425.
    5. Brenner, Lukas & Meyll, Tobias & Stolper, Oscar & Walter, Andreas, 2020. "Consumer fraud victimization and financial well-being," Journal of Economic Psychology, Elsevier, vol. 76(C).
    6. Burke, Jeremy & Kieffer, Christine & Mottola, Gary & Perez-Arce, Francisco, 2022. "Can educational interventions reduce susceptibility to financial fraud?," Journal of Economic Behavior & Organization, Elsevier, vol. 198(C), pages 250-266.
    7. Seth Garz & Xavier Gine & Dean Karlan & Rafe Mazer & Caitlin Sanford & Jonathan Zinman, 2021. "Consumer Protection for Financial Inclusion in Low- and Middle-Income Countries: Bridging Regulator and Academic Perspectives," Annual Review of Financial Economics, Annual Reviews, vol. 13(1), pages 219-246, November.
    8. Dustan, Andrew & Hernandez-Agramonte, Juan Manuel & Maldonado, Stanislao, 2023. "Motivating bureaucrats with behavioral insights when state capacity is weak: Evidence from large-scale field experiments in Peru," Journal of Development Economics, Elsevier, vol. 160(C).
    9. Jean Ensminger & Jetson Leder-Luis, 2022. "Detecting Fraud in Development Aid," NBER Working Papers 30768, National Bureau of Economic Research, Inc.
    10. Marguerite DeLiema & Martha Deevy & Annamaria Lusardi & Olivia S Mitchell & Deborah Carr, 2020. "Financial Fraud Among Older Americans: Evidence and Implications," The Journals of Gerontology: Series B, The Gerontological Society of America, vol. 75(4), pages 861-868.
    11. He, Daixin & Lu, Fangwen & Yang, Jianan, 2023. "Impact of self- or social-regarding health messages: Experimental evidence based on antibiotics purchases," Journal of Development Economics, Elsevier, vol. 163(C).
    12. Yan Chen & Iman YeckehZaare & Ark Fangzhou Zhang, 2018. "Real or bogus: Predicting susceptibility to phishing with economic experiments," PLOS ONE, Public Library of Science, vol. 13(6), pages 1-18, June.
    13. Eric J Johnson & Stephan Meier & Olivier Toubia, 2019. "What’s the Catch? Suspicion of Bank Motives and Sluggish Refinancing," The Review of Financial Studies, Society for Financial Studies, vol. 32(2), pages 467-495.
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    Cited by:

    1. Elif Kubilay & Eva Raiber & Lisa Spantig & Jana Cahlíková & Lucy Kaaria, 2023. "Financial fraud in developing countries: Common scam detection tips do not help distinguish scam from non-scam messages," ECONtribute Policy Brief Series 056, University of Bonn and University of Cologne, Germany.

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    More about this item

    Keywords

    Consumer protection; Consumer fraud; Digital financial services; Scam susceptibility; Scam education; Kenya;
    All these keywords.

    JEL classification:

    • D14 - Microeconomics - - Household Behavior - - - Household Saving; Personal Finance
    • D18 - Microeconomics - - Household Behavior - - - Consumer Protection
    • G53 - Financial Economics - - Household Finance - - - Financial Literacy
    • O12 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Microeconomic Analyses of Economic Development

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