On the wrong side of the trolley track: neural correlates of relative social valuation
Open accessAbstract
Using moral dilemmas, we (i) investigate whether stereotypes motivate people to value ingroup lives over outgroup lives and (ii) examine the neurobiological correlates of relative social valuation using fMRI. Saving ingroup members, who seem warm and competent (e.g. Americans), was most morally acceptable in the context of a dilemma where one person was killed to save five people. Extreme outgroup members, who seem neither warm nor competent (e.g. homeless), were the worst off; it was most morally acceptable to sacrifice them and least acceptable to save them. Sacrificing these low-warmth, low-competence targets to save ingroup targets, specifically, activated a neural network associated with resolving complex tradeoffs: medial PFC (BA 9, extending caudally to include ACC), left lateral OFC (BA 47) and left dorsolateral PFC (BA 10). These brain regions were recruited for dilemmas that participants ultimately rated as relatively more acceptable. We propose that participants, though ambivalent, overrode general aversion to these tradeoffs when the cost of sacrificing a low-warmth, low-competence target was pitted against the benefit of saving ingroup targets. Moral decisions are not made in a vacuum; intergroup biases and stereotypes weigh heavily on neural systems implicated in moral decision making.
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?
The ACC has been active when participants needed to override a prepotent response to endorse sacrificing dehumanized targets.
“but more recently, has been active when participants needed to override a prepotent response to endorse sacrificing dehumanized targets (Cikara, Farnsworth, Harris, & Fiske, 2010).”
From Dehumanized Perception: A Psychological Means to Facilitate Atrocities, Torture, and Genocide? (2011) · cites this paper as Cikara, Farnsworth, Harris, & Fiske, 2010
The fMRI findings report ACC activation when participants judged sacrificing a low-warmth, low-competence target to save high-warmth, high-competence people; the paper also describes the former targets as dehumanized. But the General discussion says overriding moral aversion is a proposal, not an established explanation: participants may instead have felt less aversion, and the design cannot separate the effects of sacrificing the target from saving the ingroup. (LLM, conf=0.88)
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
Universal dimensions of social cognition: warmth and competence
Fiske, S. T., Cuddy, A. J. C., & Glick, P. (2007) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2006.11.005 · Cited by 4,567 · see citing works
Self-citationDehumanization: An integrative review
Haslam, N. (2006) · Personality and Social Psychology Review · doi:10.1207/s15327957pspr1003_4 · Cited by 2,919 · cited 1× · see citing works
“Behavioral and neuroscience evidence suggests that people do perceive some outgroups as more human than others, and by extension, perhaps more valuable (Harris and Fiske, 2006, 2009; Haslam, 2006).”
BackgroundPuzzlingly High Correlations in fMRI Studies of Emotion, Personality, and Social Cognition
Vul, E., Harris, C., Winkielman, P., & Pashler, H. (2009) · Perspectives on Psychological Science · doi:10.1111/j.1745-6924.2009.01125.x · Cited by 1,475 · cited 1× · see citing works
“Note that acceptability ratings were not included in the GLM and were therefore not used to define the regions to ensure independence of the analyses (Vul et al., 2009).”
MethodPrefrontal cortical function and anxiety: Controlling attention to threat-related stimuli
Bishop, S., Duncan, J., Brett, M., & Lawrence, A. D. (2004) · Nature Neuroscience · doi:10.1038/nn1173 · Cited by 940 · see citing works
The neural basis of human moral cognition
Moll, J., Zahn, R., de Oliveira-Souza, R., Krueger, F., & Grafman, J. (2005) · Nature Reviews Neuroscience · doi:10.1038/nrn1768 · Cited by 930 · cited 2× · see citing works
“Disgust is not a combination of envy and pity or a lack of pride; more important it is not even a uniquely social emotion, as it can target inanimate objects (Moll et al., 2005).”
BackgroundA Dissociation Between Moral Judgments and Justifications
HAUSER, M., CUSHMAN, F., YOUNG, L., KANG‐XING JIN, R., & MIKHAIL, J. (2007) · Mind & Language · doi:10.1111/j.1468-0017.2006.00297.x · Cited by 666 · see citing works
The neural basis of the interaction between theory of mind and moral judgment
Young, L., Cushman, F., Hauser, M., & Saxe, R. (2007) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0701408104 · Cited by 625 · cited 1× · see citing works
“Our aim is not to interrogate the processes underlying different kinds of moral judgments; other researchers have given that and related questions an expert treatment beyond the scope of the current investigation (e.g. Greene et al., 2001, 2004, 2007; Haidt, 2001; Mendez et al., 2005; Cushman et al., 2006; Borg et al.…”
BackgroundThe role of the prefrontal cortex in dynamic filtering
Shimamura, A. P. (2000) · Psychobiology · doi:10.3758/bf03331979 · Cited by 394 · see citing works
Flagged first, then by citations
Research works printed but not linked: 24
- Borg, J.S., Hynes, C., Van Horn, J., Grafton, S., Sinnott-Armstrong, W. (2006). Consequences, action, and intention as factors in moral judg- ments: an fMRI investigation. Journal of Cognitive Neuroscience, 18, 803-17.
- Brewer, M.B. (1999). The psychology of prejudice: ingroup love or out- group hate? Journal of Social Issues, 55, 429-44.
- Cuddy, A.J.C., Fiske, S.T., Glick, P. (2008). Warmth and competence as universal dimensions of social perception: the Stereotype Content Model and the BIAS Map. In: Zanna, M.P., editor. Advances in Experimental Social Psychology, New York, NY: AcademicPress, pp. 61-149.
- Cunningham, W.A., Raye, C.L., Johnson, M.K. (2004). Implicit and explicit evaluation: FMRI correlates of valence, emotional intensity, and control in the processing of attitudes. Journal of Cognitive Neuroscience, 16, 1717-29.
- Fiske, S.T., Cuddy, A.J.C., Glick, P., Xu, J. (2002). A model of (often mixed) stereotype content: competence and warmth respectively follow from status and competition. Journal of Personality and Social Psychology, 82, 878-902.
- Foot, P. (1978). The problem of abortion and the doctrine of the double effect. Oxford Review, 5, 5-15.
- Haidt, J. (2001). The emotional dog and its rational tail. Psychological Review, 108, 814-34.
- Harris, L.T., Fiske, S.T. (2009). Social neuroscience evidence for dehuma- nised perception. European Review of Social Psychology, 20, 192-231.
- Hewstone, M., Rubin, M., Willis, H. (2002). Intergroup bias. Annual Review of Psychology, 53, 575-604.
- Hooker, C.I., Knight, R.T. (2006). Role of the orbitofrontal cortex in the inhibition of emotion. In: Zald, D.H., Rauch, S.L., editors. The Orbitofrontal Cortex. New York: Oxford University Press.
- Lenton, A.P. (2002). The price of prejudice: social categories influence monetary value of life. Dissertation Abstracts International: Section B: The Sciences and Engineering, 63, 1-139.
- Macrae, C.N., Bodenhausen, G.V. (2000). Social cognition: thinking cate- gorically about others. Annual Review of Psychology, 51, 93-120.
- McGuire, J., Langdon, R., Coltheart, M., Mackenzie, C. (2009). A reanalysis of the personal/impersonal distinction in moral psychology research. Journal of Experimental Social Psychology, 45, 577-80.
- Mill, J.S. (1861/1998). In: Crisp, R., editor. Utilitarianism. New York: Oxford University Press.
- Montague, P.R., King-Casas, B., Cohen, J.D. (2006). Imaging valuation models in human choice. Annual Review of Neuroscience, 29, 417-48.
- Mummendey, A. (1995). Positive distinctiveness and social discrimination: an old couple living in divorce. European Journal of Social Psychology, 25, 657-70.
- Opotow, S. (1990). Moral exclusion and injustice: an introduction. Journal of Social Issues, 46, 1-20.
- Petrinovich, L., O'Neill, P., Jorgensen, M.J. (1993). An empirical study of moral intuitions: towards an evolutionary ethics. Journal of Personality and Social Psychology, 64, 467-78.
- Rozin, P., Lowery, L., Imada, S., Haidt, J. (1999). The CAD triad hypothesis: a mapping between three moral emotions (contempt, anger, disgust) and three moral codes (community, autonomy, divinity). Journal of Personality and Social Psychology, 76, 574-86.
- Staub, E. (1989). The Roots of Evil: The Origins of Genocide and Other Group Violence. NY: Cambridge University Press.
- Talairach, J., Tournoux, P. (1988). Co-Planar Stereotaxic Atlas of the Human Brain (M. Rayport, Trans.). New York: Thieme Medical Publishers.
- Thomson, J.J. (1986). Rights, Restitution, and Risk: Essays, in Moral Theory. Cambridge, MA: Harvard University Press.
- Wallis, J.D. (2007). Orbitofrontal cortex and its contribution to decision- making. Annual Review of Neuroscience, 30, 31-56.
- Wojciszke, B., Bazinska, R., Jaworski, M. (1998). On the dominance of moral categories in impression formation. Personality and Social Psychology Bulletin, 24, 1251-63.
Cited by
Sorted by citations
Ingroup favoritism in cooperation: a meta-analysis
Balliet, D., Wu, J., & De Dreu, C. K. W. (2014) · Psychological Bulletin · doi:10.1037/a0037737 · Cited by 1,126 · see citing works
Oxytocin promotes human ethnocentrism
De Dreu, C. K. W., Greer, L. L., Van Kleef, G. A., Shalvi, S., & Handgraaf, M. J. J. (2011) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1015316108 · Cited by 838 · see citing works
Stereotype Content: Warmth and Competence Endure
Fiske, S. T. (2018) · Current Directions in Psychological Science · doi:10.1177/0963721417738825 · Cited by 839 · see citing works
Self-citationThe development of the ventral prefrontal cortex and social flexibility
Nelson, E. E., & Guyer, A. E. (2011) · Developmental Cognitive Neuroscience · doi:10.1016/j.dcn.2011.01.002 · Cited by 201 · see citing works
Dehumanized Perception: A Psychological Means to Facilitate Atrocities, Torture, and Genocide?
Harris, L. T., & Fiske, S. T. (2011) · Zeitschrift für Psychologie · doi:10.1027/2151-2604/a000065 · Cited by 173 · see citing works
Self-citationWarmth and competence: stereotype content issues for clinicians and researchers
Fiske, S. T. (2012) · Canadian Psychology/Psychologie canadienne · doi:10.1037/a0026054 · Cited by 156 · see citing works
Self-citationExamining the effects of emotion regulation on the ERP response to highly negative social stigmas
Krendl, A. C., Zucker, H. R., & Kensinger, E. A. (2017) · Social Neuroscience · doi:10.1080/17470919.2016.1166155 · Cited by 24 · see citing works
- Authors
- Cikara, M., Farnsworth, R. A., Harris, L. T., & Fiske, S. T.
- Affiliations
- Princeton University (US)
- Venue
- Social Cognitive and Affective Neuroscience
- Publisher
- Oxford University Press (OUP)
- Published
- 2010-02-11
- Volume
- 5
- Issue
- 4
- Pages
- 404-413
- ISSN
- 1749-5016 (ISSN-L)
- 1749-5024
- PMC
- PMC2999760
- OpenAlex
- W2117185513
- Cited by
- 168
- References
- 8
- Citations by year
- 2026: 7 · 2025: 13 · 2024: 6 · 2023: 10 · 2022: 3 · 2021: 12 · 2020: 14 · 2019: 7 · 2018: 11 · 2017: 13 · 2016: 13 · 2015: 16 · 2014: 10 · 2013: 6 · 2012: 14
- FWCI
- 6.40
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- cc-by-nc
- Locations
- Social Cognitive and Affective Neuroscience (publishedVersion, cc-by-nc)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- UCL Discovery (University College London) (submittedVersion)
- Funders
- Eunice Kennedy Shriver National Institute of Child Health and Human Development (R24HD047879)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Psychology of Moral and Emotional Judgment
- Social Sciences › Sociology and Political Science › Social and Intergroup Psychology
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Keywords
- ethical dilemmas, in-group favoritism, out-group bias, stereotypes, ethical decision-making, neural correlates of morality, medial prefrontal cortex, anterior cingulate cortex, orbitofrontal cortex, dorsolateral prefrontal cortex, warmth and competence, trolley problem
- MeSH terms
- Brain, Female, Humans, Judgment, Magnetic Resonance Imaging, Male, Morals, Photic Stimulation, Social Identification, Social Responsibility, Stereotyping
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