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Deceptive choice architecture and behavioral audits: a principles‐based approach

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  • Mills, Stuart

Abstract

Regulators are increasingly concerned about deceptive, online choice architecture, including dark patterns and behavioral sludge. From a behavioral science perspective, fostering a regulatory environment which reduces the economic harm caused by deceptive designs, while safeguarding the benefits of well-meaning behavioral insights, is essential. This article argues for a principles-based approach and proposes behavioral audits as a tool to support this approach.

Suggested Citation

  • Mills, Stuart, 2024. "Deceptive choice architecture and behavioral audits: a principles‐based approach," LSE Research Online Documents on Economics 122714, London School of Economics and Political Science, LSE Library.
  • Handle: RePEc:ehl:lserod:122714
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    File URL: http://eprints.lse.ac.uk/122714/
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    References listed on IDEAS

    as
    1. David Tannenbaum & Craig R. Fox & Todd Rogers, 2017. "On the misplaced politics of behavioural policy interventions," Nature Human Behaviour, Nature, vol. 1(7), pages 1-7, July.
    2. Susan E. Dudley & Zhoudan Xie, 2022. "Nudging the nudger: Toward a choice architecture for regulators," Regulation & Governance, John Wiley & Sons, vol. 16(1), pages 261-273, January.
    3. Riccardo Rebonato, 2014. "A Critical Assessment of Libertarian Paternalism," Journal of Consumer Policy, Springer, vol. 37(3), pages 357-396, September.
    4. Cass R. Sunstein, 2022. "The distributional effects of nudges," Nature Human Behaviour, Nature, vol. 6(1), pages 9-10, January.
    5. Sanders, Michael & Snijders, Veerle & Hallsworth, Michael, 2018. "Behavioural science and policy: where are we now and where are we going?," Behavioural Public Policy, Cambridge University Press, vol. 2(2), pages 144-167, November.
    6. Mills, Stuart, 2022. "Personalized nudging," Behavioural Public Policy, Cambridge University Press, vol. 6(1), pages 150-159, January.
    7. Sunstein, Cass R., 2021. "Viewpoint: Are food labels good?," Food Policy, Elsevier, vol. 99(C).
    8. George A. Akerlof & Robert J. Shiller, 2015. "Phishing for Phools: The Economics of Manipulation and Deception," Economics Books, Princeton University Press, edition 1, number 10534.
    9. Michael Hallsworth, 2023. "A manifesto for applying behavioural science," Nature Human Behaviour, Nature, vol. 7(3), pages 310-322, March.
    Full references (including those not matched with items on IDEAS)

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    More about this item

    Keywords

    regulation; AI; behavioral audits; choice architecture; principles-based regulation;
    All these keywords.

    JEL classification:

    • R14 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Land Use Patterns
    • J01 - Labor and Demographic Economics - - General - - - Labor Economics: General

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    This paper has been announced in the following NEP Reports:

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