Ethical Asymmetry in Human-Robot Interaction – An Empirical Test of Sparrow’s Hypothesis

The ethics of human-robot interaction (HRI) have been discussed extensively based on three traditional frameworks: deontology, consequentialism, and virtue ethics. We conducted a mixed within/between experiment to investigate Sparrow's proposed ethical asymmetry hypothesis in human treatment of robots. The moral permissibility of action (MPA) was manipulated as a subject grouping variable, and virtue type (prudence, justice, courage, and temperance) was controlled as a within-subjects factor. We tested moral stimuli using an online questionnaire with Perceived Moral Permissibility of Action (PMPA) and Perceived Virtue Scores (PVS) as response measures. The PVS measure was based on an adaptation of the established Questionnaire on Cardinal Virtues (QCV), while the PMPA was based on Malle et al. [43] work. We found that the MPA significantly influenced the PMPA and perceived virtue scores. The best-fitting model to describe the relationship between PMPA and PVS was cubic, which is symmetrical in nature. Our study did not confirm Sparrow's asymmetry hypothesis. The adaptation of the QCV is expected to have utility for future studies, pending additional psychometric property assessments.

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Publication Details

Journal
ACM Transactions on Human-Robot Interaction
Published
2026-09-06
DOI
https://doi.org/10.1145/3846192
Primary Topic
Social Robot Interaction and HRI
Type
article
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article

Ethical Asymmetry in Human-Robot Interaction – An Empirical Test of Sparrow’s Hypothesis

Michael-John Turp, David Kaber, Minyi Wang, Christoph Bartneck
ACM Transactions on Human-Robot Interaction
Social Robot Interaction and HRI
article

Ethical Asymmetry in Human-Robot Interaction – An Empirical Test of Sparrow’s Hypothesis

Michael-John Turp, David Kaber, Minyi Wang, Christoph Bartneck
article en

Abstract

The ethics of human-robot interaction (HRI) have been discussed extensively based on three traditional frameworks: deontology, consequentialism, and virtue ethics. We conducted a mixed within/between experiment to investigate Sparrow's proposed ethical asymmetry hypothesis in human treatment of robots. The moral permissibility of action (MPA) was manipulated as a subject grouping variable, and virtue type (prudence, justice, courage, and temperance) was controlled as a within-subjects factor. We tested moral stimuli using an online questionnaire with Perceived Moral Permissibility of Action (PMPA) and Perceived Virtue Scores (PVS) as response measures. The PVS measure was based on an adaptation of the established Questionnaire on Cardinal Virtues (QCV), while the PMPA was based on Malle et al. [43] work. We found that the MPA significantly influenced the PMPA and perceived virtue scores. The best-fitting model to describe the relationship between PMPA and PVS was cubic, which is symmetrical in nature. Our study did not confirm Sparrow's asymmetry hypothesis. The adaptation of the QCV is expected to have utility for future studies, pending additional psychometric property assessments.

ACM Transactions on Human-Robot Interaction
Oregon State University (US), University of Canterbury (NZ)
Peace, Justice and strong institutions
Openalex Percentile: Top 92%
Social Robot Interaction and HRI
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