The Control of Automatic Imitation Based on Bottom–Up and Top–Down Cues to Animacy: Insights from Brain and Behavior
Open accessAbstract
Humans automatically imitate other people's actions during social interactions, building rapport and social closeness in the process. Although the behavioral consequences and neural correlates of imitation have been studied extensively, little is known about the neural mechanisms that control imitative tendencies. For example, the degree to which an agent is perceived as human-like influences automatic imitation, but it is not known how perception of animacy influences brain circuits that control imitation. In the current fMRI study, we examined how the perception and belief of animacy influence the control of automatic imitation. Using an imitation–inhibition paradigm that involves suppressing the tendency to imitate an observed action, we manipulated both bottom–up (visual input) and top–down (belief) cues to animacy. Results show divergent patterns of behavioral and neural responses. Behavioral analyses show that automatic imitation is equivalent when one or both cues to animacy are present but reduces when both are absent. By contrast, right TPJ showed sensitivity to the presence of both animacy cues. Thus, we demonstrate that right TPJ is biologically tuned to control imitative tendencies when the observed agent both looks like and is believed to be human. The results suggest that right TPJ may be involved in a specialized capacity to control automatic imitation of human agents, rather than a universal process of conflict management, which would be more consistent with generalist theories of imitative control. Evidence for specialized neural circuitry that “controls” imitation offers new insight into developmental disorders that involve atypical processing of social information, such as autism spectrum disorders.
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 rTPJ showed a higher response when an interaction partner was believed to be human and looked human compared to when these animacy cues were absent.
“In addition, rTPJ showed a higher response when an interaction partner was believed to be human and looked human compared to when these animacy cues were absent (Klapper et al., 2014).”
From The inhibition of automatic imitation: a meta-analysis and synthesis of fMRI studies (2018) · cites this paper as Klapper et al., 2014
The Discussion says rTPJ was engaged when the observed agent both looked human and was believed to be human. The Interactions results specify that this was a greater response to incongruent than congruent actions in that condition, not a demonstrated higher overall response than when both animacy cues were absent. (LLM, conf=0.84)
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
Tabachnick, B. G., & Fidell, L. S. (1983) · Cited by 79,888 · see citing works
Advances In Experimental Social Psychology
(2022) · Advances in experimental social psychology · doi:10.1016/s0065-2601(22)x0002-6 · Cited by 22,559 · see citing works
Rizzolatti, G., & Craighero, L. (2004) · Annual Review of Neuroscience · doi:10.1146/annurev.neuro.27.070203.144230 · Cited by 7,433 · see citing works
A new SPM toolbox for combining probabilistic cytoarchitectonic maps and functional imaging data
Eickhoff, S. B., Stephan, K. E., Mohlberg, H., Grefkes, C., Fink, G. R., Amunts, K., & Zilles, K. (2005) · NeuroImage · doi:10.1016/j.neuroimage.2004.12.034 · Cited by 4,033 · see citing works
Cattaneo, L., & Rizzolatti, G. (2009) · Archives of Neurology · doi:10.1001/archneurol.2009.41 · Cited by 3,137 · see citing works
Psychophysiological and Modulatory Interactions in Neuroimaging
Friston, K. J., Buechel, C., Fink, G. R., Morris, J., Rolls, E., & Dolan, R. J. (1997) · NeuroImage · doi:10.1006/nimg.1997.0291 · Cited by 3,097 · see citing works
Assessing the significance of focal activations using their spatial extent
Friston, K. J., Worsley, K. J., Frackowiak, R. S. J., Mazziotta, J. C., & Evans, A. C. (1994) · Human Brain Mapping · doi:10.1002/hbm.460010306 · Cited by 1,907 · see citing works
The Social Brain: Neural Basis of Social Knowledge
Adolphs, R. (2009) · Annual Review of Psychology · doi:10.1146/annurev.psych.60.110707.163514 · Cited by 1,827 · see citing works
Imitation, empathy, and mirror neurons
Iacoboni, M. (2009) · Annual Review of Psychology · doi:10.1146/annurev.psych.60.110707.163604 · Cited by 1,606 · see citing works
McLaren, D. G., Ries, M. L., Xu, G., & Johnson, S. C. (2012) · NeuroImage · doi:10.1016/j.neuroimage.2012.03.068 · Cited by 1,445 · see citing works
Castelli, F. (2002) · Brain · doi:10.1093/brain/awf189 · Cited by 1,377 · see citing works
Type I and Type II error concerns in fMRI research: re-balancing the scale
Lieberman, M. D., & Cunningham, W. A. (2009) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nsp052 · Cited by 1,342 · see citing works
Understanding others' actions and goals by mirror and mentalizing systems: a meta-analysis
Van Overwalle, F., & Baetens, K. (2009) · NeuroImage · doi:10.1016/j.neuroimage.2009.06.009 · Cited by 1,329 · see citing works
Full-body illusions and minimal phenomenal selfhood
Blanke, O., & Metzinger, T. (2009) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2008.10.003 · Cited by 1,060 · see citing works
Imitation, mirror neurons and autism
Williams, J. H. G., Whiten, A., Suddendorf, T., & Perrett, D. I. (2001) · Neuroscience & Biobehavioral Reviews · doi:10.1016/s0149-7634(01)00014-8 · Cited by 946 · see citing works
The Social Sense: Susceptibility to Others’ Beliefs in Human Infants and Adults
Kovács, Á. M., Téglás, E., & Endress, A. D. (2010) · Science · doi:10.1126/science.1190792 · Cited by 923 · see citing works
Uniquely human social cognition
Saxe, R. (2006) · Current Opinion in Neurobiology · doi:10.1016/j.conb.2006.03.001 · Cited by 919 · see citing works
An Interference Effect of Observed Biological Movement on Action
Kilner, J. M., Paulignan, Y., & Blakemore, S. J. (2003) · Current Biology · doi:10.1016/s0960-9822(03)00165-9 · Cited by 844 · see citing works
Gitelman, D. R., Penny, W. D., Ashburner, J., & Friston, K. J. (2003) · NeuroImage · doi:10.1016/s1053-8119(03)00058-2 · Cited by 799 · see citing works
Brass, M., Bekkering, H., Wohlschläger, A., & Prinz, W. (2000) · Brain and Cognition · doi:10.1006/brcg.2000.1225 · Cited by 791 · see citing works
Mindblind eyes: an absence of spontaneous theory of mind in Asperger syndrome
Senju, A., Southgate, V., White, S., & Frith, U. (2009) · Science · doi:10.1126/science.1176170 · Cited by 769 · see citing works
The Antecedents and Consequences of Human Behavioral Mimicry
Chartrand, T. L., & Lakin, J. L. (2013) · Annual Review of Psychology · doi:10.1146/annurev-psych-113011-143754 · Cited by 662 · see citing works
Oberman, L. M., & Ramachandran, V. S. (2007) · Psychological Bulletin · doi:10.1037/0033-2909.133.2.310 · Cited by 630 · see citing works
Imitation: Is cognitive neuroscience solving the correspondence problem?
Brass, M., & Heyes, C. (2005) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2005.08.007 · Cited by 580 · see citing works
Heyes, C. (2011) · Psychological Bulletin · doi:10.1037/a0022288 · Cited by 550 · see citing works
The social brain: allowing humans to boldly go where no other species has been
Frith, U., & Frith, C. (2010) · Philosophical Transactions of the Royal Society B: Biological Sciences · doi:10.1098/rstb.2009.0160 · Cited by 443 · see citing works
Poser, B. A., Versluis, M. J., Hoogduin, J. M., & Norris, D. G. (2006) · Magnetic Resonance in Medicine · doi:10.1002/mrm.20900 · Cited by 440 · see citing works
Santiesteban (2012) · doi:10.1016/j.cub.2012.10.018 · Cited by 357 · see citing works
Chartrand, T. L., & van Baaren, R. (2009) · Advances in experimental social psychology · doi:10.1016/s0065-2601(08)00405-x · Cited by 348 · see citing works
Inhibition of imitative behaviour and social cognition
Brass, M., Ruby, P., & Spengler, S. (2009) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2009.0066 · Cited by 347 · see citing works
The inhibition of imitative and overlearned responses: a functional double dissociation
Brass, M., Derrfuss, J., & von Cramon, D. Y. (2005) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2004.06.018 · Cited by 274 · see citing works
Unbroken mirrors: challenging a theory of Autism
Southgate, V., & de C. Hamilton, A. F. (2008) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2008.03.005 · Cited by 265 · see citing works
Robotic movement elicits automatic imitation
Press, C., Bird, G., Flach, R., & Heyes, C. M. (2005) · Cognitive Brain Research · doi:10.1016/j.cogbrainres.2005.08.020 · Cited by 249 · see citing works
Intact automatic imitation of human and robot actions in autism spectrum disorders
Bird, G., Leighton, J., Press, C., & Heyes, C. (2007) · Proceedings of the Royal Society B: Biological Sciences · doi:10.1098/rspb.2007.1019 · Cited by 242 · see citing works
Where is the love? The social aspects of mimicry
van Baaren, R., Janssen, L., Chartrand, T. L., & Dijksterhuis, A. (2009) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2009.0057 · Cited by 231 · see citing works
The Inhibition of Imitative Response Tendencies
Braß, M., Zysset, S., & von Cramon, D. Y. (2001) · NeuroImage · doi:10.1006/nimg.2001.0944 · Cited by 208 · see citing works
Gweon, H., Dodell-Feder, D., Bedny, M., & Saxe, R. (2012) · Child Development · doi:10.1111/j.1467-8624.2012.01829.x · Cited by 206 · see citing works
Control of shared representations relies on key processes involved in mental state attribution
Spengler, S., von Cramon, D. Y., & Brass, M. (2009) · Human Brain Mapping · doi:10.1002/hbm.20800 · Cited by 170 · see citing works
Time course analyses confirm independence of imitative and spatial compatibility.
Catmur, C., & Heyes, C. (2011) · Journal of Experimental Psychology: Human Perception and Performance · doi:10.1037/a0019325 · Cited by 166 · see citing works
Dissociating Modality-Specific and Supramodal Neural Systems for Action Understanding
Spunt, R. P., & Lieberman, M. D. (2012) · Journal of Neuroscience · doi:10.1523/jneurosci.5715-11.2012 · Cited by 148 · see citing works
The Control of Mimicry by Eye Contact Is Mediated by Medial Prefrontal Cortex
Wang, Y., Ramsey, R., & de C. Hamilton, A. F. (2011) · The Journal of Neuroscience · doi:10.1523/jneurosci.0845-11.2011 · Cited by 141 · see citing works
Self-citationTop-Down Modulation of Motor Priming by Belief About Animacy
Liepelt, R., & Braß, M. (2009) · Experimental Psychology (formerly Zeitschrift für Experimentelle Psychologie) · doi:10.1027/1618-3169/a000028 · Cited by 128 · see citing works
Does the Human Motor System Simulate Pinocchio's Actions?
Tsai, C.-C., & Braß, M. (2007) · Psychological Science · doi:10.1111/j.1467-9280.2007.02025.x · Cited by 126 · see citing works
Georgescu, A. L., Kuzmanovic, B., Roth, D., Bente, G., & Vogeley, K. (2014) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2014.00807 · Cited by 123 · see citing works
Action observation and robotic agents: Learning and anthropomorphism
Press, C. (2011) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2011.03.004 · Cited by 122 · see citing works
Dissociation of mirroring and mentalising systems in autism
Marsh, L. E., & Hamilton, A. F. D. C. (2011) · NeuroImage · doi:10.1016/j.neuroimage.2011.02.003 · Cited by 114 · see citing works
Atypical Social Modulation of Imitation in Autism Spectrum Conditions
Cook, J. L., & Bird, G. (2012) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-011-1341-7 · Cited by 111 · see citing works
Imitative response tendencies in patients with frontal brain lesions.
Brass, M., Derrfuss, J., Matthes-von Cramon, G., & von Cramon, D. Y. (2003) · Neuropsychology · doi:10.1037/0894-4105.17.2.265 · Cited by 109 · see citing works
Spengler, S., von Cramon, D. Y., & Brass, M. (2010) · Social Neuroscience · doi:10.1080/17470911003687905 · Cited by 103 · see citing works
Bottom‐up, not top‐down, modulation of imitation by human and robotic models
Press, C., Gillmeister, H., & Heyes, C. (2006) · European Journal of Neuroscience · doi:10.1111/j.1460-9568.2006.05115.x · Cited by 90 · see citing works
The shaping of social perception by stimulus and knowledge cues to human animacy
Cross, E. S., Ramsey, R., Liepelt, R., Prinz, W., & Hamilton, A. F. D. C. (2015) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2015.0075 · Cited by 88 · see citing works
Self-citationAttention modulates the specificity of automatic imitation to human actors
Longo, M. R., & Bertenthal, B. I. (2009) · Experimental Brain Research · doi:10.1007/s00221-008-1649-5 · Cited by 85 · see citing works
Rauchbauer, B., Majdandžić, J., Hummer, A., Windischberger, C., & Lamm, C. (2015) · Cortex · doi:10.1016/j.cortex.2015.03.007 · Cited by 69 · see citing works
Boyer, T. W., Longo, M. R., & Bertenthal, B. I. (2012) · Acta Psychologica · doi:10.1016/j.actpsy.2012.01.003 · Cited by 64 · see citing works
Gowen, E., & Poliakoff, E. (2012) · Psychological Research · doi:10.1007/s00426-011-0389-5 · Cited by 44 · see citing works
The neurocognitive mechanisms of imitation
Hamilton, A. F. D. C. (2015) · Current Opinion in Behavioral Sciences · doi:10.1016/j.cobeha.2015.01.011 · Cited by 29 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Automatic imitation: A meta-analysis.
Cracco, E., Bardi, L., Desmet, C., Genschow, O., Rigoni, D., De Coster, L., Radkova, I., Deschrijver, E., & Brass, M. (2018) · Psychological Bulletin · doi:10.1037/bul0000143 · Cited by 228 · see citing works
Social Cognition in the Age of Human–Robot Interaction
Henschel, A., Hortensius, R., & Cross, E. S. (2020) · Trends in Neurosciences · doi:10.1016/j.tins.2020.03.013 · Cited by 175 · see citing works
Self-citationThe Perception of Emotion in Artificial Agents
Hortensius, R., Hekele, F., & Cross, E. S. (2018) · IEEE Transactions on Cognitive and Developmental Systems · doi:10.1109/tcds.2018.2826921 · Cited by 170 · see citing works
Self-citationEntropy and the Brain: An Overview
Keshmiri, S. (2020) · Entropy · doi:10.3390/e22090917 · Cited by 168 · see citing works
Mind Meets Machine: Towards a Cognitive Science of Human–Machine Interactions
Cross, E. S., & Ramsey, R. (2020) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2020.11.009 · Cited by 135 · see citing works
Self-citationGeorgescu, A. L., Kuzmanovic, B., Roth, D., Bente, G., & Vogeley, K. (2014) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2014.00807 · Cited by 123 · see citing works
Mimicry and automatic imitation are not correlated
Genschow, O., van Den Bossche, S., Cracco, E., Bardi, L., Rigoni, D., & Brass, M. (2017) · PLoS ONE · doi:10.1371/journal.pone.0183784 · Cited by 115 · see citing works
From automata to animate beings: the scope and limits of attributing socialness to artificial agents
Hortensius, R., & Cross, E. S. (2018) · Annals of the New York Academy of Sciences · doi:10.1111/nyas.13727 · Cited by 99 · see citing works
Self-citationA Systematic Review of Robotic Rehabilitation for Cognitive Training
Yuan, F., Klavon, E., Liu, Z., Lopez, R. P., & Zhao, X. (2021) · Frontiers in Robotics and AI · doi:10.3389/frobt.2021.605715 · Cited by 105 · see citing works
The shaping of social perception by stimulus and knowledge cues to human animacy
Cross, E. S., Ramsey, R., Liepelt, R., Prinz, W., & Hamilton, A. F. D. C. (2015) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2015.0075 · Cited by 88 · see citing works
Self-citationKory-Westlund, J. M., & Breazeal, C. (2019) · Frontiers in Robotics and AI · doi:10.3389/frobt.2019.00054 · Cited by 87 · see citing works
Tell me more! assessing interactions with social robots from speech
Laban, G., George, J.-N., Morrison, V., & Cross, E. S. (2020) · Paladyn, Journal of Behavioral Robotics · doi:10.1515/pjbr-2021-0011 · Cited by 81 · see citing works
Self-citationKopp, T., Baumgartner, M., & Kinkel, S. (2021) · International Journal of Human-Computer Studies · doi:10.1016/j.ijhcs.2021.102730 · Cited by 76 · see citing works
Rauchbauer, B., Majdandžić, J., Hummer, A., Windischberger, C., & Lamm, C. (2015) · Cortex · doi:10.1016/j.cortex.2015.03.007 · Cited by 69 · see citing works
Rauchbauer, B., Nazarian, B., Bourhis, M., Ochs, M., Prévot, L., & Chaminade, T. (2019) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2018.0033 · Cited by 67 · see citing works
Kunde, W., Weller, L., & Pfister, R. (2017) · Psychonomic Bulletin & Review · doi:10.3758/s13423-017-1316-6 · Cited by 54 · see citing works
The Modulation of Mimicry by Ethnic Group-Membership and Emotional Expressions
Rauchbauer, B., Majdandžić, J., Stieger, S., & Lamm, C. (2016) · PLOS ONE · doi:10.1371/journal.pone.0161064 · Cited by 50 · 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
What are reaction time indices of automatic imitation measuring?
Ramsey, R. (2018) · Consciousness and Cognition · doi:10.1016/j.concog.2018.08.006 · Cited by 47 · see citing works
Self-citationMapping Mentalising in the Brain
Frith, C., & Frith, U. (2021) · Springer eBooks · doi:10.1007/978-3-030-51890-5_2 · Cited by 49 · see citing works
Linking person perception and person knowledge in the human brain
Greven, I. M., Downing, P. E., & Ramsey, R. (2016) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nsv148 · Cited by 44 · see citing works
Self-citationThe inhibition of automatic imitation: A meta-analysis and synthesis of fMRI studies
Darda, K. M., & Ramsey, R. (2019) · NeuroImage · doi:10.1016/j.neuroimage.2019.04.059 · Cited by 40 · see citing works
Self-citationComparison of Human Social Brain Activity During Eye-Contact With Another Human and a Humanoid Robot
Kelley, M. S., Noah, J. A., Zhang, X., Scassellati, B. M., & Joy Hirsch, C. (2021) · Frontiers in Robotics and AI · doi:10.3389/frobt.2020.599581 · Cited by 38 · see citing works
Darda, K. M., & Cross, E. S. (2022) · Heliyon · doi:10.1016/j.heliyon.2022.e12750 · Cited by 35 · see citing works
Self-citationTracking Anthropomorphizing Behavior in Human-Robot Interaction
Fischer, K. (2021) · ACM Transactions on Human-Robot Interaction · doi:10.1145/3442677 · Cited by 35 · see citing works
The neurocognitive mechanisms of imitation
Hamilton, A. F. D. C. (2015) · Current Opinion in Behavioral Sciences · doi:10.1016/j.cobeha.2015.01.011 · Cited by 29 · see citing works
Darda, K. M., Butler, E. E., & Ramsey, R. (2018) · Journal of Cognitive Neuroscience · doi:10.1162/jocn_a_01261 · Cited by 30 · see citing works
“…of imitation (Bardi, Gheza, & Brass, 2017; Santiesteban, Banissy, Catmur, & Bird, 2012, 2015; Sowden & Catmur, 2015; Hogeveen et al., 2014; Klapper, Ramsey, Wigboldus, & Cross, 2014; Wang, Ramsey, & Hamilton, 2011; Spengler, von Cramon, & Brass, 2009, 2010; Brass, Derrfuss, Matthes-von…”
BackgroundSelf-citationGroup membership does not modulate automatic imitation
Genschow, O., Westfal, M., Cracco, E., & Crusius, J. (2021) · Psychological Research · doi:10.1007/s00426-021-01526-1 · Cited by 26 · see citing works
Arioli, M., Cattaneo, Z., Parimbelli, S., & Canessa, N. (2023) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nsad003 · Cited by 33 · see citing works
How culture modulates anthropomorphism in Human-Robot Interaction: A review
Roselli, C., Lapomarda, L., & Datteri, E. (2025) · Acta Psychologica · doi:10.1016/j.actpsy.2025.104871 · Cited by 23 · see citing works
Greven, I. M., & Ramsey, R. (2017) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2017.01.003 · Cited by 18 · see citing works
Self-citationVideo Modeling and Social Skills Learning in ASD-HF
Frolli, A., Ricci, M. C., Bosco, A., Lombardi, A., Cavallaro, A., Operto, F. F., & Rega, A. (2020) · Children · doi:10.3390/children7120279 · Cited by 18 · see citing works
Riddoch, K., Hawkins, R. D., & Cross, E. S. (2022) · PLoS ONE · doi:10.1371/journal.pone.0274353 · Cited by 20 · see citing works
Self-citationBretin, R., Cross, E. S., & Khamis, M. (2022) · CHI Conference Extended Abstracts on Human Factors in Computing Systems (CHI EA) · doi:10.1145/3491101.3519750 · Cited by 17 · see citing works
Self-citationBara, I., Darda, K. M., Kurz, A. S., & Ramsey, R. (2021) · European Journal of Neuroscience · doi:10.1111/ejn.15479 · Cited by 17 · see citing works
Self-citationExploring the role of aliveness in children's responses to a dog, biomimetic robot, and toy dog
Barber, O., Somogyi, E., McBride, E. A., & Proops, L. (2023) · Computers in Human Behavior · doi:10.1016/j.chb.2023.107660 · Cited by 16 · see citing works
Neural network integration during the perception of in-group and out-group members
Greven, I. M., & Ramsey, R. (2017) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2017.09.036 · Cited by 16 · see citing works
Self-citationGenschow, O., Cracco, E., Verbeke, P., Westfal, M., & Crusius, J. (2021) · Cognition · doi:10.1016/j.cognition.2021.104824 · Cited by 13 · see citing works
Challenges and opportunities for top-down modulation research in cognitive psychology
Ramsey, R., & Ward, R. (2020) · Acta Psychologica · doi:10.1016/j.actpsy.2020.103118 · Cited by 14 · see citing works
Self-citationBeyond human-likeness: Socialness is more influential when attributing mental states to robots
Jastrzab, L. E., Chaudhury, B., Ashley, S. A., Koldewyn, K., & Cross, E. S. (2024) · iScience · doi:10.1016/j.isci.2024.110070 · Cited by 14 · see citing works
Self-citationSpontaneous Theory of Mind is reduced for nonhuman-like agents as compared to human-like agents
Bardi, L., Desmet, C., & Braß, M. (2018) · Psychological Research · doi:10.1007/s00426-018-1000-0 · Cited by 13 · see citing works
Kory-Westlund, J. M., Martinez, M., Archie, M., Das, M., & Breazeal, C. (2016) · ACM/IEEE International Conference on Human-Robot Interaction (HRI) · doi:10.1109/hri.2016.7451805 · Cited by 13 · see citing works
Kory-Westlund, J. M. (2023) · Routledge eBooks · doi:10.4324/9781003189978-17 · Cited by 12 · see citing works
Bretin, R., Cross, E. S., & Khamis, M. (2024) · International Journal of Social Robotics · doi:10.1007/s12369-024-01111-7 · Cited by 12 · see citing works
Self-citationLong-Term Interaction with Relational SIAs
Kory-Westlund, J. M., Park, H. W., Grover, I., & Breazeal, C. (2022) · ACM eBooks · doi:10.1145/3563659.3563667 · Cited by 12 · see citing works
Pelosin, E., Bisio, A., Pozzo, T., Lagravinese, G., Crisafulli, O., Marchese, R., Abbruzzese, G., & Avanzino, L. (2018) · Frontiers in Neurology · doi:10.3389/fneur.2018.00105 · Cited by 11 · see citing works
From automata to animate beings: The scope and limits of attributing socialness to artificial agentsPreprint
Hortensius, R., & Cross, E. S. (2018) · doi:10.31234/osf.io/sr2c8 · Cited by 13 · see citing works
Self-citationAutomatic imitation remains unaffected under cognitive load.
Ramsey, R., Darda, K. M., & Downing, P. E. (2019) · Journal of Experimental Psychology Human Perception & Performance · doi:10.1037/xhp0000632 · Cited by 10 · see citing works
Self-citationCrompton, C. J., & MacPherson, S. E. (2019) · Computers in Human Behavior · doi:10.1016/j.chb.2019.07.006 · Cited by 8 · see citing works
Domain‐specific and domain‐general neural network engagement during human–robot interactions
Hogenhuis, A., & Hortensius, R. (2022) · European Journal of Neuroscience · doi:10.1111/ejn.15823 · Cited by 9 · see citing works
Neural networks supporting social evaluation of bodies based on body shape
Greven, I. M., Downing, P. E., & Ramsey, R. (2018) · Social Neuroscience · doi:10.1080/17470919.2018.1448888 · Cited by 8 · see citing works
Self-citationGroup membership does not modulate goal- versus movement-based imitation
Genschow, O., Pauels, E., Krugmann, K., & Winter, A. (2022) · Quarterly Journal of Experimental Psychology · doi:10.1177/17470218221132842 · Cited by 8 · see citing works
The perception of emotion in artificial agentsPreprint
Hortensius, R., Hekele, F., & Cross, E. S. (2017) · doi:10.31234/osf.io/ufz5w · Cited by 9 · see citing works
Self-citationThe Computer, A Choreographer? Aesthetic Responses to Computer-Generated Dance Choreography
Darda, K. M., & Cross, E. S. (2022) · doi:10.31234/osf.io/yvgxk · Cited by 7 · see citing works
Self-citationBouquet, C. A., Belletier, C., Monceau, S., Chaussé, P., Croizet, J., Huguet, P., & Ferrand, L. (2023) · Quarterly Journal of Experimental Psychology · doi:10.1177/17470218231158481 · Cited by 7 · see citing works
Cross, E. S., & Kappas, A. (2025) · Annual Review of Psychology · doi:10.1146/annurev-psych-040325-025951 · Cited by 8 · see citing works
Self-citationValidation of an online imitation-inhibition task
Westfal, M., Cracco, E., Crusius, J., & Genschow, O. (2025) · Behavior Research Methods · doi:10.3758/s13428-024-02557-3 · Cited by 4 · see citing works
Body Form Modulates the Prediction of Human and Artificial Behaviour from Gaze Observation
Scandola, M., Cross, E. S., Caruana, N., & Tidoni, E. (2023) · International Journal of Social Robotics · doi:10.1007/s12369-022-00962-2 · Cited by 6 · see citing works
Self-citationWhat are reaction time indices of automatic imitation measuring?Preprint
Ramsey, R. (2018) · doi:10.31234/osf.io/n8xvq · Cited by 6 · see citing works
Self-citationGiesen, C. G., & Rothermund, K. (2022) · Psychonomic Bulletin & Review · doi:10.3758/s13423-022-02058-4 · Cited by 5 · see citing works
Darda, K. M., Butler, E. E., & Ramsey, R. (2018) · doi:10.31234/osf.io/rvh56 · Cited by 4 · see citing works
Self-citationEditorial: Do we really interact with artificial agents as if they are human?
Heyselaar, E., Caruana, N., Shin, M., Schilbach, L., & Cross, E. S. (2023) · Frontiers in Virtual Reality · doi:10.3389/frvir.2023.1201385 · Cited by 4 · see citing works
Self-citationTop-Down Modulation of Motor Priming by Belief About Animacy
Cracco, E., Liepelt, R., Braß, M., & Genschow, O. (2023) · Experimental Psychology (formerly Zeitschrift für Experimentelle Psychologie) · doi:10.1027/1618-3169/a000605 · Cited by 4 · see citing works
Automatic imitation of in- and out-group membersPreprint
Genschow, O., Westfal, M., Cracco, E., & Crusius, J. (2021) · doi:10.31234/osf.io/yurdk · Cited by 3 · see citing works
Riddoch, K., Hawkins, R. D., & Cross, E. S. (2021) · doi:10.31234/osf.io/5xds4 · Cited by 3 · see citing works
Self-citationRiva, F., Pronizius, E., Lenger, M., Kronbichler, M., Silani, G., & Lamm, C. (2023) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nsad034 · Cited by 1 · see citing works
Keshmiri, S. (2020) · Brain Sciences · doi:10.3390/brainsci10080527 · Cited by 2 · see citing works
Top-Down Modulation of Motor Priming by Belief About Animacy: A Registered Replication ReportPreprint
Cracco, E., Liepelt, R., Braß, M., & Genschow, O. (2021) · doi:10.31234/osf.io/9q5rc · Cited by 2 · see citing works
The effect of automatic imitation in serial movements with different effectors
Ito, H. (2023) · Frontiers in Psychology · doi:10.3389/fpsyg.2023.1224673 · Cited by 1 · see citing works
The Role of Top-Down and Bottom-Up Mechanisms in the Maintenance of the Self-Concept
Amey, R. C., & Forbes, C. E. (2017) · Elsevier eBooks · doi:10.1016/b978-0-08-101107-2.00003-8 · Cited by 1 · see citing works
Similarity and automatic imitationPreprint
Genschow, O., Cracco, E., Verbeke, P., Westfal, M., & Crusius, J. (2021) · doi:10.31234/osf.io/jnf8t · Cited by 1 · see citing works
The Computer, A Choreographer? Aesthetic Responses to Computer-Generated Dance ChoreographyPreprint
Darda, K. M., & Cross, E. S. (2022) · Research Square · doi:10.21203/rs.3.rs-2038922/v1 · Cited by 1 · see citing works
Self-citationAssessing the Automaticity of “Automatic Imitation”: Are Imitative Behaviours Efficient?Preprint
Trotter, A. S., Wu, Y., Harold Bekkering, A., & Adank, P. (2023) · SSRN Electronic Journal · doi:10.2139/ssrn.4671248 · Cited by 1 · see citing works
Biological Tuning of Mirror Mechanisms
Press, C. (2016) · Cambridge University Press eBooks · doi:10.1017/cbo9781107279353.017
The principle of maximum in the imitative control tasksPreprint
Kazachkov, І. V. (2018) · arXiv (Cornell University) · doi:10.48550/arxiv.1803.09440
The effect of interpersonal synchrony with a robot on likeability and social motivationPreprint
Henschel, A., & Cross, E. S. (2018) · doi:10.31234/osf.io/q9ku8
Self-citationExperience Dependent Sensorimotor Functioning in Adults with Severe Autism Spectrum Disorder
Oulton, J. (2019) · Liverpool John Moores University · doi:10.24377/ljmu.t.00011673
Ramsey_imitaton_load_preprintPreprint
Ramsey, R., Darda, K. M., & Downing, P. E. (2018) · doi:10.31234/osf.io/38srp
Self-citationRamseyWard_top_down_challengesPreprint
Ramsey, R., & Ward, R. D. (2020) · doi:10.31234/osf.io/yar65
Self-citationThe Computer, a Choreographer? Aesthetic Responses to Computer-Generated Dance ChoreographyPreprint
Darda, K. M., & Cross, E. S. (2022) · SSRN Electronic Journal · doi:10.2139/ssrn.4102632
Self-citationDoes the threat of COVID-19 modulate automatic imitation?
Roberts, J. W., & Bennett, S. J. (2023) · PLoS ONE · doi:10.1371/journal.pone.0284936
Franke, K., Rothermund, K., Hommel, B., & Giesen, C. G. (2025) · Psychological Research · doi:10.1007/s00426-025-02191-4 · Cited by 1 · see citing works
Crompton, C. J., Wolfe, K., Tullo, A., Hoffman, P., Wolters, M. K., & MacPherson, S. E. (2026) · Cognitive Processing · doi:10.1007/s10339-026-01347-3
Automatic imitation towards robots is not influenced by the intentional stance
Galang, C. M., Hassanein, K., & Head, M. (2026) · Acta Psychologica · doi:10.1016/j.actpsy.2026.107366
Social Robotics and Human–Robot Communication
Laban, G., & Cross, E. S. (2026) · Springer tracts in advanced robotics · doi:10.1007/978-3-032-19374-2_8
Self-citationThe inhibition of automatic imitation: a meta-analysis and synthesis of fMRI studies
Darda, K. M., & Ramsey, R. (2018) · bioRxiv · doi:10.1101/334938
“In addition, rTPJ showed a higher response when an interaction partner was believed to be human and looked human compared to when these animacy cues were absent (Klapper et al., 2014).”
Self-citation
- Authors
- Klapper, A., Ramsey, R., Wigboldus, D., & Cross, E. S.
- Affiliations
- Radboud University Nijmegen (NL)
- Bangor University (GB)
- 1Radboud University Nijmegen
- Venue
- Journal of Cognitive Neuroscience
- Publisher
- MIT Press - Journals
- Published
- 2014-11-01
- Volume
- 26
- Issue
- 11
- Pages
- 2503-2513
- ISSN
- 0898-929X (ISSN-L)
- 1530-8898
- OpenAlex
- W2168299686
- Cited by
- 85
- References
- 56
- Citations by year
- 2026: 3 · 2025: 4 · 2024: 2 · 2023: 11 · 2022: 10 · 2021: 12 · 2020: 8 · 2019: 6 · 2018: 14 · 2017: 6 · 2016: 5 · 2015: 3 · 2014: 1
- FWCI
- 7.42
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Journal of Cognitive Neuroscience (publishedVersion)
- PubMed (publishedVersion)
- Radboud Repository (Radboud University) (submittedVersion)
- Radboud Repository (Radboud University) (submittedVersion, other-oa)
- Funders
- Bangor University
- Nederlandse Organisatie voor Wetenschappelijk Onderzoek (451-11-002)
- Economic and Social Research Council (ES/K001884/1, ES/K001892/1)
- Topics
- Social Sciences › Psychology › Social Psychology › Action Observation and Synchronization
- Social Sciences › Psychology › Developmental and Educational Psychology › Child and Animal Learning Development
- Social Sciences › Psychology › Social Psychology › Social Robot Interaction and HRI
- Keywords
- automatic imitation, animacy perception, bottom-up cues, right temporoparietal junction, social cognition, autism spectrum disorder, conflict management, social proximity
- MeSH terms
- Brain, Cues, Female, Hand, Humans, Imitative Behavior, Interpersonal Relations, Magnetic Resonance Imaging, Male, Motion Perception, Photic Stimulation, Psychomotor Performance, Psychophysics, Young Adult, Theory of Mind
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