A Theory of Social Agency for Human-Robot Interaction
Open accessAbstract
Motivated by inconsistent, underspecified, or otherwise problematic theories and usages of social agency in the HRI literature, and leveraging philosophical work on moral agency, we present a theory of social agency wherein a social agent (a thing with social agency) is any agent capable of social action at some level of abstraction. Like previous theorists, we conceptualize agency as determined by the criteria of interactivity, autonomy, and adaptability. We use the concept of face from politeness theory to define social action as any action that threatens or affirms the face of a social patient. With these definitions in mind, we specify and examine the levels of abstraction most relevant to HRI research, compare notions of social agency and the surrounding concepts at each, and suggest new conventions for discussing social agency in our field.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Robot speech may lead users to attribute robots with intelligence, social agency, moral agency, and a uniquely potent combination of these factors.
“Because robot speech may lead users to attribute robots with intelligence [6, 14], social agency [28], moral agency [16, 52, 57], and the uniquely potent combination of these factors [27]”
From Robots for Social Justice (R4SJ): Toward a More Equitable Practice of Human-Robot Interaction (2024) · cites this paper as [28]
Section 2.4 says that the combination of social and moral agency gives language-capable robots a unique niche and potentially powerful influence over human norms. The Concluding Remarks discuss possible ascriptions of intelligence, but the paper does not describe the combination of intelligence, social agency, and moral agency as uniquely potent. (LLM, conf=0.82)
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
The social dilemma of autonomous vehicles
Bonnefon, J.-F., Shariff, A., & Rahwan, I. (2016) · Science · doi:10.1126/science.aaf2654 · Cited by 1,527 · see citing works
Assessing Acceptance of Assistive Social Agent Technology by Older Adults: the Almere Model
Heerink, M., Kröse, B., Evers, V., & Wielinga, B. (2010) · International Journal of Social Robotics · doi:10.1007/s12369-010-0068-5 · Cited by 1,229 · see citing works
On the Morality of Artificial Agents
Floridi, L., & Sanders, J. W. (2004) · Minds and Machines · doi:10.1023/b:mind.0000035461.63578.9d · Cited by 1,218 · see citing works
The “Actors” of Modern Society: The Cultural Construction of Social Agency*
Meyer, J. W., & Jepperson, R. (2000) · Sociological Theory · doi:10.1111/0735-2751.00090 · Cited by 1,081 · see citing works
Moralizing Technology: Understanding and Designing the Morality of Things
Verbeek, P.-P. (2011) · doi:10.7208/chicago/9780226852904.001.0001 · Cited by 923 · see citing works
Nass, C., Steuer, J., & Tauber, E. R. (1994) · Conference companion on Human factors in computing systems - CHI '94 · doi:10.1145/259963.260288 · Cited by 579 · see citing works
Modelling social action for AI agents
Castelfranchi, C. (1998) · Artificial Intelligence · doi:10.1016/s0004-3702(98)00056-3 · Cited by 554 · see citing works
Moral typecasting: Divergent perceptions of moral agents and moral patients.
Gray, K. J., & Wegner, D. M. (2009) · Journal of Personality and Social Psychology · doi:10.1037/a0013748 · Cited by 547 · see citing works
Lee, K. M., Jung, Y., Kim, J., & Kim, S. R. (2006) · International Journal of Human-Computer Studies · doi:10.1016/j.ijhcs.2006.05.002 · Cited by 510 · see citing works
Social agency and the dynamics of prehistoric technology
Dobres, M., & Hoffman, C. R. (1994) · Journal of Archaeological Method and Theory · doi:10.1007/bf02231876 · Cited by 429 · see citing works
Fostering social agency in multimedia learning: Examining the impact of an animated agent’s voice
Atkinson, R. K., Mayer, R. E., & Merrill, M. M. (2005) · Contemporary Educational Psychology · doi:10.1016/j.cedpsych.2004.07.001 · Cited by 388 · see citing works
The Method of Levels of Abstraction
Floridi, L. (2008) · Minds and Machines · doi:10.1007/s11023-008-9113-7 · Cited by 356 · see citing works
Welcoming Robots into the Moral Circle: A Defence of Ethical Behaviourism
Danaher, J. (2019) · Science and Engineering Ethics · doi:10.1007/s11948-019-00119-x · Cited by 265 · see citing works
LEARNING THROUGHOUT WORKING LIFE: A RELATIONAL INTERDEPENDENCE BETWEEN PERSONAL AND SOCIAL AGENCY
Billett, S. R. (2008) · British Journal of Educational Studies · doi:10.1111/j.1467-8527.2007.00394.x · Cited by 222 · see citing works
Do We Adopt the Intentional Stance Toward Humanoid Robots?
Marchesi, S., Ghiglino, D., Ciardo, F., Pérez-Osorio, J., Baykara, E., & Wykowska, A. (2019) · Frontiers in Psychology · doi:10.3389/fpsyg.2019.00450 · Cited by 197 · see citing works
Garibay, J. C. (2015) · Journal of Research in Science Teaching · doi:10.1002/tea.21203 · Cited by 193 · see citing works
Never Mind the Trolley: The Ethics of Autonomous Vehicles in Mundane Situations
Himmelreich, J. (2018) · Ethical Theory and Moral Practice · doi:10.1007/s10677-018-9896-4 · Cited by 170 · see citing works
Banks, J. (2018) · Computers in Human Behavior · doi:10.1016/j.chb.2018.08.028 · Cited by 145 · see citing works
Thellman, S., Silvervarg, A., & Tom Ziemke, B. (2017) · Frontiers in Psychology · doi:10.3389/fpsyg.2017.01962 · Cited by 136 · see citing works
The new ontological category hypothesis in human-robot interaction
Kahn, P. H., Reichert, A. L., Gary, H. E., Kanda, T., Ishiguro, H., Shen, S., Ruckert, J. H., & Gill, B. (2011) · Proceedings of the 6th international conference on Human-robot interaction · doi:10.1145/1957656.1957710 · Cited by 133 · see citing works
Understanding ordinary unethical behavior: why people who value morality act immorally
Francesca Gino, B. (2015) · Current Opinion in Behavioral Sciences · doi:10.1016/j.cobeha.2015.03.001 · Cited by 131 · see citing works
The influence of social cues in persuasive social robots on psychological reactance and compliance
Ghazali, A. S., Ham, J. R. C., Barakova, E. I., & Markopoulos, P. (2018) · Computers in Human Behavior · doi:10.1016/j.chb.2018.05.016 · Cited by 107 · see citing works
Roubroeks, M., Ham, J. R. C., & Midden, C. (2011) · International Journal of Social Robotics · doi:10.1007/s12369-010-0088-1 · Cited by 106 · see citing works
Nomura, T., Kanda, T., Kidokoro, H., Suehiro, Y., & Yamada, S. (2016) · Interaction Studies Social Behaviour and Communication in Biological and Artificial Systems · doi:10.1075/is.17.3.02nom · Cited by 102 · see citing works
Social robots: Things or agents?
Alač, M. (2016) · AI & SOCIETY · doi:10.1007/s00146-015-0631-6 · Cited by 96 · cited 4× · see citing works
“For example, some of the proxemic and haptic human behavior that Ala č (2016) observed in their ethnographic study, like the choice to touch a robot ’ s forearm rather than other body parts, might be understood within our theory as stemming from attributions of social patiency to the robot, rather…”
BackgroundInfluentialBrown, P., Levinson, S., & Gumperz, J. (2021) · Cross-Cultural Pragmatics · doi:10.1017/cbo9780511813085 · Cited by 87 · see citing works
Briggs, G., & Scheutz, M. J. (2014) · International Journal of Social Robotics · doi:10.1007/s12369-014-0235-1 · Cited by 86 · see citing works
Un-making artificial moral agents
Johnson, D. G., & Miller, K. (2008) · Ethics and Information Technology · doi:10.1007/s10676-008-9174-6 · Cited by 81 · see citing works
Garibay, J. C. (2017) · Research in Higher Education · doi:10.1007/s11162-017-9470-2 · Cited by 69 · see citing works
Exploring the Role of Gender in Perceptions of Robotic Noncompliance
Jackson, R. B., Williams, T., & Smith, N. (2020) · ACM/IEEE International Conference on Human-Robot Interaction (HRI) · doi:10.1145/3319502.3374831 · Cited by 69 · see citing works
Self-citationLanguage-Capable Robots may Inadvertently Weaken Human Moral Norms
Jackson, R. B., & Williams, T. (2019) · 2019 14th ACM/IEEE International Conference on Human-Robot Interaction (HRI) · doi:10.1109/hri.2019.8673123 · Cited by 64 · see citing works
Self-citationSocial interaction: multimodal conversation with social agents
Nagao, K., & Takeuchi, A. (1994) · Cited by 60 · see citing works
Effects of framing a robot as a social agent or as a machine on children's social behavior
Kory-Westlund, J. M., Martinez, M., Archie, M., Das, M., & Breazeal, C. (2016) · IEEE RO-MAN · doi:10.1109/roman.2016.7745193 · Cited by 51 · see citing works
Designing Vyo, a robotic Smart Home assistant: Bridging the gap between device and social agent
Luria, M., Hoffman, G., Megidish, B., et al. (2016) · IEEE RO-MAN · doi:10.1109/roman.2016.7745234 · Cited by 46 · see citing works
Intentional Mindset Toward Robots—Open Questions and Methodological Challenges
Schellen, E., & Wykowska, A. (2019) · Frontiers in Robotics and AI · doi:10.3389/frobt.2018.00139 · Cited by 45 · see citing works
Children comply with a robot's indirect requests
Kennedy, J., Baxter, P. E., & Belpaeme, T. (2014) · ACM/IEEE International Conference on Human-Robot Interaction (HRI) · doi:10.1145/2559636.2559820 · Cited by 41 · see citing works
Smart Human, Smarter Robot: How Cheating Affects Perceptions of Social Agency
Ullman, D. L., Leite, I., Phillips, J., Kim‐Cohen, J., & Scassellati, B. M. (2014) · eScholarship (California Digital Library) · Cited by 37 · see citing works
Perspectives in the Philosophy of Language: A Concise Anthology
Stainton, R. J. (2000) · Scholarship@Western (Western University) · Cited by 26 · see citing works
Tracking gaze over time in HRI as a proxy for engagement and attribution of social agency
Baxter, P. E., Kennedy, J., Vollmer, A.-L., de Greeff, J., & Belpaeme, T. (2014) · ACM/IEEE International Conference on Human-Robot Interaction (HRI) · doi:10.1145/2559636.2559829 · Cited by 23 · see citing works
A theoretical perspective on social agency
Pollini, A. (2009) · AI & Society · doi:10.1007/s00146-009-0189-2 · Cited by 18 · see citing works
Adopting the Intentional Stance Towards Humanoid Robots
Pérez-Osorio, J., & Wykowska, A. (2019) · Wording Robotics · doi:10.1007/978-3-030-17974-8_10 · Cited by 17 · see citing works
The Intentional Stance Toward Robots: Conceptual and Methodological Considerations.
Thellman, S., & Ziemke, T. (2019) · DiVA (Linkoping University) · Cited by 14 · see citing works
Investigating the Effect of Social Cues on Social Agency Judgement
Ghazali, A. S., Ham, J. R. C., Markopoulos, P., & Barakova, E. I. (2019) · ACM/IEEE International Conference on Human-Robot Interaction (HRI) · doi:10.1109/hri.2019.8673266 · Cited by 9 · see citing works
A transition model for cognitions about agency
Levin, D. T., Adams, J. A., Saylor, M. M., & Biswas, G. (2013) · ACM/IEEE International Conference on Human-Robot Interaction (HRI) · doi:10.1109/hri.2013.6483612 · Cited by 9 · see citing works
(2016) · Routledge eBooks · doi:10.4324/9781315435213 · Cited by 2 · see citing works
Flagged first, then by citations
Research works printed but not linked: 3
- Brown P. Levinson S. (1987). Politeness: Some Universals in Language Usage. Cambridge University Press.
- Jackson R. B. Wen R. Williams T. (2019). “ Tact in Noncompliance: The Need for Pragmatically Apt Responses to Unethical Commands,” in AAAI Conference on Artificial Intelligence, Ethics, and Society, January 2019 (Honolulu, HI: ACM), 499– 505. 10.1145/3306618.3314241 · DOI
- Lee M. K. Kiesler S. Forlizzi J. Rybski P. (2012). “ Ripple Effects of an Embedded Social Agent: a Field Study of a Social Robot in the Workplace,” in Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, May 2012 (Austin, TX: ACM), 695– 704. 10.1145/2207676.2207776 · DOI
Cited by
Sorted by citations
Robots for Social Justice (R4SJ): Toward a More Equitable Practice of Human-Robot Interaction
Zhu, Y., Wen, R., & Williams, T. (2024) · Proceedings of the 2024 ACM/IEEE International Conference on Human-Robot Interaction · doi:10.1145/3610977.3634944 · Cited by 19 · see citing works
“Because robot speech may lead users to attribute robots with intelligence [6, 14], social agency [28], moral agency [16, 52, 57], and the uniquely potent combination of these factors [27], robots may be accepted as informed community members (although cp. [7]), granting them an outsized potential…”
BackgroundSelf-citation
- Authors
- Jackson, R. B., & Williams, T.
- Affiliations
- Colorado School of Mines (US)
- Corresponding author
- Jackson, Ryan Blake
- Venue
- Frontiers in Robotics and AI
- Publisher
- Frontiers Media SA
- Published
- 2021-08-13
- Volume
- 8
- Pages
- 687726-687726
- ISSN
- 2296-9144 (ISSN-L)
- PMC
- PMC8414548
- OpenAlex
- W3192253141
- Cited by
- 76
- References
- 46
- Citations by year
- 2026: 22 · 2025: 14 · 2024: 22 · 2023: 11 · 2022: 6 · 2021: 1
- FWCI
- 9.77
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Frontiers in Robotics and AI (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- Air Force Office of Scientific Research
- Topics
- Social Sciences › Psychology › Social Psychology › Social Robot Interaction and HRI
- Physical Sciences › Computer Science › Artificial Intelligence › Speech and dialogue systems
- Social Sciences › Arts and Humanities › Language and Linguistics › Language, Discourse, Communication Strategies
- Keywords
- social agency, human-robot interaction, moral agency, social action, face, politeness theory, interactivity, autonomy, adaptability, levels of abstraction
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review