IDEAS home Printed from https://ideas.repec.org/a/eee/eecrev/v184y2026ics0014292125003058.html

Trusting machines with morality — Delegating moral decisions to AI

Author

Listed:
  • Hüholt, Nicola
  • Szech, Nora

Abstract

Research suggests that individuals are generally skeptical about the use of artificial intelligence (AI) in moral contexts, favoring human decision-makers over AI. Yet, in two experiments involving a total of 5639 participants, we find that individuals facing a real-life moral decision delegate significantly more often when they can delegate to AI rather than to a human counterpart. This result highlights AI’s relative appeal as a moral delegate, indicating that individuals’ preferences for AI’s involvement change when they themselves assume the role of a decision-maker. Responsibility shifting, previously studied as a motive for delegation to humans, extends to AI delegates. Moreover, it appears to be facilitated by individuals adapting their beliefs about AI’s capability in a self-serving manner. Ambiguity surrounding that capability allows them to interpret it in ways that justify delegation. These findings add nuance to assumptions about algorithm aversion in moral domains and raise critical questions about accountability and the ethical implications of relying on AI for morally sensitive decisions.

Suggested Citation

  • Hüholt, Nicola & Szech, Nora, 2026. "Trusting machines with morality — Delegating moral decisions to AI," European Economic Review, Elsevier, vol. 184(C).
  • Handle: RePEc:eee:eecrev:v:184:y:2026:i:c:s0014292125003058
    DOI: 10.1016/j.euroecorev.2025.105255
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0014292125003058
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.euroecorev.2025.105255?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Chiara Longoni & Andrea Bonezzi & Carey K Morewedge, 2019. "Resistance to Medical Artificial Intelligence," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 46(4), pages 629-650.
    2. Klockmann, Victor & von Schenk, Alicia & Villeval, Marie Claire, 2022. "Artificial intelligence, ethics, and intergenerational responsibility," Journal of Economic Behavior & Organization, Elsevier, vol. 203(C), pages 284-317.
    3. David Adam, 2024. "Lethal AI weapons are here: how can we control them?," Nature, Nature, vol. 629(8012), pages 521-523, May.
    4. Bartling, Björn & Fehr, Ernst & Özdemir, Yagiz, 2023. "Does Market Interaction Erode Moral Values?," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 105(1), pages 226-235.
    5. Gogoll, Jan & Uhl, Matthias, 2018. "Rage against the machine: Automation in the moral domain," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 74(C), pages 97-103.
    6. Zachary Grossman & Joël J. van der Weele, 2017. "Self-Image and Willful Ignorance in Social Decisions," Journal of the European Economic Association, European Economic Association, vol. 15(1), pages 173-217.
    7. Argenton, Cédric & Potters, Jan & Yang, Yadi, 2023. "Receiving credit: On delegation and responsibility," European Economic Review, Elsevier, vol. 158(C).
    8. Edmond Awad & Sohan Dsouza & Richard Kim & Jonathan Schulz & Joseph Henrich & Azim Shariff & Jean-François Bonnefon & Iyad Rahwan, 2018. "The Moral Machine experiment," Nature, Nature, vol. 563(7729), pages 59-64, November.
    9. John R. Hamman & George Loewenstein & Roberto A. Weber, 2010. "Self-Interest through Delegation: An Additional Rationale for the Principal-Agent Relationship," American Economic Review, American Economic Association, vol. 100(4), pages 1826-1846, September.
    10. Nils Köbis & Jean-François Bonnefon & Iyad Rahwan, 2021. "Bad machines corrupt good morals," Nature Human Behaviour, Nature, vol. 5(6), pages 679-685, June.
    11. Chugunova, Marina & Sele, Daniela, 2022. "We and It: An interdisciplinary review of the experimental evidence on how humans interact with machines," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 99(C).
    12. A Falk & T Neuber & N Szech, 2020. "Diffusion of Being Pivotal and Immoral Outcomes," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 87(5), pages 2205-2229.
    13. Rothenhäusler, Dominik & Schweizer, Nikolaus & Szech, Nora, 2018. "Guilt in voting and public good games," European Economic Review, Elsevier, vol. 101(C), pages 664-681.
    14. Mahmud, Hasan & Islam, A.K.M. Najmul & Ahmed, Syed Ishtiaque & Smolander, Kari, 2022. "What influences algorithmic decision-making? A systematic literature review on algorithm aversion," Technological Forecasting and Social Change, Elsevier, vol. 175(C).
    15. Jason Dana & Roberto Weber & Jason Kuang, 2007. "Exploiting moral wiggle room: experiments demonstrating an illusory preference for fairness," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 33(1), pages 67-80, October.
    16. Mary Steffel & Elanor F Williams & Vicki MorwitzEditor & Andrea MoralesAssociate Editor, 2018. "Delegating Decisions: Recruiting Others to Make Choices We Might Regret," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 44(5), pages 1015-1032.
    17. Bartling, Björn & Engl, Florian & Weber, Roberto A., 2014. "Does willful ignorance deflect punishment? – An experimental study," European Economic Review, Elsevier, vol. 70(C), pages 512-524.
    18. Till Feier & Jan Gogoll & Matthias Uhl, 2021. "Hiding Behind Machines: When Blame Is Shifted to Artificial Agents," Papers 2101.11465, arXiv.org.
    19. Björn Bartling & Urs Fischbacher, 2012. "Shifting the Blame: On Delegation and Responsibility," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 79(1), pages 67-87.
    20. Kirchkamp, Oliver & Strobel, Christina, 2019. "Sharing responsibility with a machine," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 80(C), pages 25-33.
    21. Lucas C. Coffman, 2011. "Intermediation Reduces Punishment (and Reward)," American Economic Journal: Microeconomics, American Economic Association, vol. 3(4), pages 77-106, November.
    22. repec:hal:journl:hal-04220044 is not listed on IDEAS
    23. Edmond Awad & Sydney Levine & Max Kleiman-Weiner & Sohan Dsouza & Joshua B. Tenenbaum & Azim Shariff & Jean-François Bonnefon & Iyad Rahwan, 2020. "Drivers are blamed more than their automated cars when both make mistakes," Nature Human Behaviour, Nature, vol. 4(2), pages 134-143, February.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Klockmann, Victor & von Schenk, Alicia & Villeval, Marie Claire, 2025. "Artificial intelligence, distributional fairness, and pivotality," European Economic Review, Elsevier, vol. 178(C).
    2. Victor Klockmann & Alicia von Schenk & Marie Claire Villeval, 2025. "Artificial intelligence, distributional fairness, and pivotality," Post-Print hal-05165240, HAL.
    3. Florian Engl, 2022. "A Theory of Causal Responsibility Attribution," CESifo Working Paper Series 9898, CESifo.
    4. Marie Claire Villeval, 2019. "Comportements (non) éthiques et stratégies morales," Revue économique, Presses de Sciences-Po, vol. 70(6), pages 1021-1046.
    5. Mathieu Chevrier & Vincent Teixeira, 2024. "Algorithm Delegation and Responsibility: Shifting Blame to the Programmer?," GREDEG Working Papers 2024-04, Groupe de REcherche en Droit, Economie, Gestion (GREDEG CNRS), Université Côte d'Azur, France, revised Sep 2024.
    6. Behnk, Sascha & Hao, Li & Reuben, Ernesto, 2022. "Shifting normative beliefs: On why groups behave more antisocially than individuals," European Economic Review, Elsevier, vol. 145(C).
    7. Christine L. Exley & Judd B. Kessler, 2017. "Motivated Errors," Harvard Business School Working Papers 18-017, Harvard Business School, revised May 2018.
    8. Exley, Christine L. & Petrie, Ragan, 2018. "The impact of a surprise donation ask," Journal of Public Economics, Elsevier, vol. 158(C), pages 152-167.
    9. Tontrup, Stephan & Arlen, Jennifer & Sprigman, Christopher Jon, 2025. "Behavioral Self-Management and the Strategic Shifting of Fairness Norms," EconStor Preprints 335552, ZBW - Leibniz Information Centre for Economics.
    10. Lucas C. Coffman & Alexander Gotthard-Real, 2019. "Moral Perceptions of Advised Actions," Management Science, INFORMS, vol. 65(8), pages 3904-3927, August.
    11. Gao, Yuhong & Blayac, Thierry & Willinger, Marc, 2025. "Delegating moral dilemmas in autonomous vehicles evidence from an online experiment in China," Transport Policy, Elsevier, vol. 171(C), pages 721-752.
    12. Robert Stüber, 2020. "The benefit of the doubt: willful ignorance and altruistic punishment," Experimental Economics, Springer;Economic Science Association, vol. 23(3), pages 848-872, September.
    13. Muehlheusser, Gerd & Promann, Timo & Roider, Andreas & Wallmeier, Niklas, 2024. "Honesty of Groups: Effects of Size and Gender Composition," IZA Discussion Papers 16954, IZA Network @ LISER.
    14. Chugunova, Marina & Sele, Daniela, 2022. "We and It: An interdisciplinary review of the experimental evidence on how humans interact with machines," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 99(C).
    15. Feess, Eberhard & Kerzenmacher, Florian & Muehlheusser, Gerd, 2023. "Morally questionable decisions by groups: Guilt sharing and its underlying motives," Games and Economic Behavior, Elsevier, vol. 140(C), pages 380-400.
    16. Stehr, Frauke & Werner, Peter, 2025. "Making up for harming others — An experiment on voluntary compensation behavior," Journal of Economic Behavior & Organization, Elsevier, vol. 235(C).
    17. Gawn, Glynis & Innes, Robert, 2021. "Machiavelli Preferences Without Blame: Delegating Selfish vs. Generous Decisions in Dictator Games," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 90(C).
    18. Feess, Eberhard & Kerzenmacher, Florian & Timofeyev, Yuriy, 2022. "Utilitarian or deontological models of moral behavior—What predicts morally questionable decisions?," European Economic Review, Elsevier, vol. 149(C).
    19. Stüber, Robert, 2019. "The benefit of the doubt: Willful ignorance and altruistic punishment," Discussion Papers, Research Unit: Market Behavior SP II 2019-215, WZB Berlin Social Science Center.
    20. Michalis Drouvelis & Hamideh Mohtashami Borzadaran, 2026. "Social distance and delegation: Does anonymity matter?," Economic Inquiry, Western Economic Association International, vol. 64(2), pages 468-490, April.

    More about this item

    Keywords

    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:eecrev:v:184:y:2026:i:c:s0014292125003058. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/eer .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.