Deceptive choice architecture and behavioral audits: A principles‐based approach
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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.
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DOI: 10.1111/rego.12590
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References listed on IDEAS
- 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.
- Cass R. Sunstein, 2022. "The distributional effects of nudges," Nature Human Behaviour, Nature, vol. 6(1), pages 9-10, January.
- Cass R. Sunstein, 2019. "Nudging: a very short guide," Business Economics, Palgrave Macmillan;National Association for Business Economics, vol. 54(2), pages 127-129, April.
- 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.
- 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, December.
- Mills, Stuart, 2022. "Personalized nudging," Behavioural Public Policy, Cambridge University Press, vol. 6(1), pages 150-159, January.
- Dolan, Paul & Galizzi, Matteo M., 2015.
"Like ripples on a pond: Behavioral spillovers and their implications for research and policy,"
Journal of Economic Psychology, Elsevier, vol. 47(C), pages 1-16.
- Dolan, Paul & Galizzi, Matteo M., 2015. "Like ripples on a pond: behavioral spillovers and their implications for research and policy," LSE Research Online Documents on Economics 60804, London School of Economics and Political Science, LSE Library.
- Cass R. Sunstein, 2019. "Correction to: Nudging: a very short guide," Business Economics, Palgrave Macmillan;National Association for Business Economics, vol. 54(2), pages 130-130, April.
- Sunstein, Cass R., 2021. "Viewpoint: Are food labels good?," Food Policy, Elsevier, vol. 99(C).
- Thunström, Linda & Gilbert, Ben & Ritten, Chian Jones, 2018. "Nudges that hurt those already hurting – distributional and unintended effects of salience nudges," Journal of Economic Behavior & Organization, Elsevier, vol. 153(C), pages 267-282.
- Michael Hallsworth, 2023. "A manifesto for applying behavioural science," Nature Human Behaviour, Nature, vol. 7(3), pages 310-322, March.
- Jachimowicz, Jon M. & Duncan, Shannon & Weber, Elke U. & Johnson, Eric J., 2019. "When and why defaults influence decisions: a meta-analysis of default effects," Behavioural Public Policy, Cambridge University Press, vol. 3(2), pages 159-186, November.
- Mills, Stuart, 2023. "Nudge/sludge symmetry: on the relationship between nudge and sludge and the resulting ontological, normative and transparency implications," Behavioural Public Policy, Cambridge University Press, vol. 7(2), pages 309-332, April.
- Stefano DellaVigna & Elizabeth Linos, 2022.
"RCTs to Scale: Comprehensive Evidence From Two Nudge Units,"
Econometrica, Econometric Society, vol. 90(1), pages 81-116, January.
- Stefano DellaVigna & Elizabeth Linos, 2020. "RCTs to Scale: Comprehensive Evidence from Two Nudge Units," NBER Working Papers 27594, National Bureau of Economic Research, Inc.
- Riccardo Rebonato, 2014. "A Critical Assessment of Libertarian Paternalism," Journal of Consumer Policy, Springer, vol. 37(3), pages 357-396, September.
- 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.
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- Cadario, Romain & Chandon, Pierre, 2019. "Viewpoint: Effectiveness or consumer acceptance? Tradeoffs in selecting healthy eating nudges," Food Policy, Elsevier, vol. 85(C), pages 1-6.
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