Affective–motivational brain responses to direct gaze in children with autism spectrum disorder
Abstract
Background: It is unclear why children with autism spectrum disorders (ASD) tend to be inattentive to, or even avoid eye contact. The goal of this study was to investigate affective–motivational brain responses to direct gaze in children with ASD. To this end, we combined two measurements: skin conductance responses (SCR), a robust arousal measure, and asymmetry in frontal electroencephalography (EEG) activity which is associated with motivational approach and avoidance tendencies. We also explored whether degree of eye openness and face familiarity modulated these responses. Methods: Skin conductance responses and frontal EEG activity were recorded from 14 children with ASD and 15 typically developing children whilst they looked at familiar and unfamiliar faces with eyes shut, normally open or wide‐open. Stimuli were presented in such a way that they appeared to be looming towards the children. Results: In typically developing children, there were no significant differences in SCRs between the different eye conditions, whereas in the ASD group the SCRs were attenuated to faces with closed eyes and increased as a function of the degree of eye openness. In both groups, familiar faces elicited marginally greater SCRs than unfamiliar faces. In typically developing children, normally open eyes elicited greater relative left‐sided frontal EEG activity (associated with motivational approach) than shut eyes and wide‐open eyes. In the ASD group, there were no significant differences between the gaze conditions in frontal EEG activity. Conclusions: Collectively, the results replicate previous finding in showing atypical modulation of arousal in response to direct gaze in children with ASD but do not support the assumption that this response is associated with an avoidant motivational tendency. Instead, children with ASD may lack normative approach‐related motivational response to eye contact.
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A recent EEG study found evidence of relatively decreased left-sided frontal EEG activity in response to faces in ASD, suggestive of decreased motivational approach.
“A recent EEG study found evidence of relatively decreased left-sided frontal EEG activity in response to faces, a pattern suggestive of decreased motivational approach [571,572])”
From Reward circuitry dysfunction in psychiatric and neurodevelopmental disorders and genetic syndromes: animal models and clinical findings (2012) · cites this paper as [571]
Cites
Measuring emotion: The self-assessment manikin and the semantic differential
Bradley, M. M., & Lang, P. J. (1994) · Journal of Behavior Therapy and Experimental Psychiatry · doi:10.1016/0005-7916(94)90063-9 · Cited by 9,538 · see citing works
(2001) · doi:10.1017/cbo9780511546396 · Cited by 4,482 · see citing works
Dawson, M., Schell, A., & Filion, D. L. (2007) · Cambridge University Press eBooks · doi:10.1017/cbo9780511546396.007 · Cited by 2,425 · see citing works
A Solution for Reliable and Valid Reduction of Ocular Artifacts, Applied to the P300 ERP
Semlitsch, H. V., Anderer, P., Schuster, P., & Presslich, O. (1986) · Psychophysiology · doi:10.1111/j.1469-8986.1986.tb00696.x · Cited by 2,021 · see citing works
Gaze fixation and the neural circuitry of face processing in autism
Dalton, K. M., Nacewicz, B. M., Johnstone, T., Schaefer, H. S., Gernsbacher, M. A., Goldsmith, H. H., Alexander, A. L., & Davidson, R. J. (2005) · Nature Neuroscience · doi:10.1038/nn1421 · Cited by 1,543 · see citing works
Visual scanning of faces in autism
Pelphrey, K. A., Sasson, N. J., Reznick, J. S., Paul, G., Goldman, B. D., & Piven, J. (2002) · Journal of Autism and Developmental Disorders · doi:10.1023/a:1016374617369 · Cited by 1,187 · see citing works
Dawson, G., Webb, S. J., & McPartland, J. (2005) · Developmental Neuropsychology · doi:10.1207/s15326942dn2703_6 · Cited by 989 · see citing works
DIRECT MEASUREMENT OF SKIN CONDUCTANCE: A PROPOSAL FOR STANDARDIZATION
Lykken, D. T., & Venables, P. H. (1971) · Psychophysiology · doi:10.1111/j.1469-8986.1971.tb00501.x · Cited by 988 · see citing works
Psychophysiology -- Human Behavior and Physiological Response
McGuigan, F. J., & Andreassi, J. L. (1981) · The American Journal of Psychology · doi:10.2307/1422751 · Cited by 976 · see citing works
Neural systems for recognition of familiar faces
Gobbini, M. I., & Haxby, J. V. (2007) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2006.04.015 · Cited by 958 · see citing works
Human Amygdala Responsivity to Masked Fearful Eye Whites
Whalen, P. J., Kagan, J., Cook, R. G., Davis, F. C., Kim, H., Polis, S., McLaren, D. G., Somerville, L. H., McLean, A. A., Maxwell, J. S., et al. (2004) · Science · doi:10.1126/science.1103617 · Cited by 766 · see citing works
Cerebral asymmetry, emotion, and affective style.
Davidson, R. J. (1995) · Cited by 680 · see citing works
Issues and assumptions on the road from raw signals to metrics of frontal EEG asymmetry in emotion
Allen, J. J. B., Coan, J. A., & Nazarian, M. (2004) · Biological Psychology · doi:10.1016/j.biopsycho.2004.03.007 · Cited by 641 · see citing works
Dawson, G., Carver, L., Meltzoff, A. N., Panagiotides, H., McPartland, J., & Webb, S. J. (2002) · Child Development · doi:10.1111/1467-8624.00433 · Cited by 523 · see citing works
Atypical eye contact in autism: models, mechanisms and development
Senju, A., & Johnson, M. H. (2009) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2009.06.001 · Cited by 454 · see citing works
Ashwin, C., Baron‐Cohen, S., Wheelwright, S. J., O’Riordan, M., & Bullmore, E. T. (2006) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2006.04.014 · Cited by 382 · see citing works
Seeing direct and averted gaze activates the approach–avoidance motivational brain systems
Hietanen, J. K., Leppänen, J. M., Peltola, M. J., Linna-aho, K., & Ruuhiala, H. J. (2008) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2008.02.029 · Cited by 277 · see citing works
Self-citationHutt, C., & Ounsted, C. (1966) · Systems Research and Behavioral Science · doi:10.1002/bs.3830110504 · Cited by 247 · see citing works
Psychophysiology: Human Behavior & Physiological Response
Andreassi, J. L. (2000) · Cited by 246 · see citing works
Werner, E., Dawson, G., MUNSON, J. A., & Osterling, J. (2005) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-005-3301-6 · Cited by 239 · see citing works
Skin Conductance Responses to Another Person’s Gaze in Children with Autism
Kylliäinen, A., & Hietanen, J. K. (2006) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-006-0091-4 · Cited by 236 · see citing works
Self-citationMerin, N. M., Young, G. S., Ozonoff, S. J., & Rogers, S. J. (2006) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-006-0342-4 · Cited by 228 · see citing works
Roll ‘em!: The effects of picture motion on emotional responses
Detenber, B. H., Simons, R. F., & Bennett, G. G. (1998) · Journal of Broadcasting & Electronic Media · doi:10.1080/08838159809364437 · Cited by 223 · see citing works
Neural correlates of eye gaze processing in the infant broader autism phenotype
Elsabbagh, M., Volein, A., Csibra, G., Holmboe, K., Garwood, H., Tucker, L., Krljes, S., Baron-Cohen, S., Bolton, P., Charman, T., et al. (2009) · Biological Psychiatry · doi:10.1016/j.biopsych.2008.09.034 · Cited by 206 · see citing works
Affective response to eye contact and face recognition ability in children with ASD
JOSEPH, R. M., EHRMAN, K., MCNALLY, R., & KEEHN, B. (2008) · Journal of the International Neuropsychological Society · doi:10.1017/s1355617708081344 · Cited by 185 · see citing works
An investigation of basic facial expression recognition in autism spectrum disorders
Wallace, S., Coleman, M., & Bailey, A. J. (2008) · Cognition & Emotion · doi:10.1080/02699930701782153 · Cited by 178 · see citing works
Self-citationResting cortical brain activity and social behavior in higher functioning children with autism
Sutton, S. K., Burnette, C. P., Mundy, P. C., Meyer, J., Vaughan, A., Sanders, C., & Yale, M. (2005) · Journal of Child Psychology and Psychiatry · doi:10.1111/j.1469-7610.2004.00341.x · Cited by 120 · see citing works
Electrodermal Discrimination of Familiar and Unfamiliar Faces: A Methodology
Tranel, D., Fowles, D. C., & Damásio, A. R. (1985) · Psychophysiology · doi:10.1111/j.1469-8986.1985.tb01623.x · Cited by 84 · see citing works
Anterior EEG Asymmetry and the Modifier Model of Autism
Burnette, C. P., Henderson, H. A., Inge, A. P., Zahka, N. E., Schwartz, C. B., & Mundy, P. C. (2011) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-010-1138-0 · Cited by 59 · see citing works
Flagged first, then by citations
2 of the 31 references couldn’t be matched to a known paper.
Cited by
Sorted by citations
Dichter, G. S., Damiano, C. A., & Allen, J. A. (2012) · Journal of Neurodevelopmental Disorders · doi:10.1186/1866-1955-4-19 · Cited by 299 · see citing works
Eye tracking in early autism research
Falck‐Ytter, T., Bölte, S., & Gredebäck, G. (2013) · Journal of Neurodevelopmental Disorders · doi:10.1186/1866-1955-5-28 · Cited by 306 · see citing works
Al-Nafjan, A., Hosny, M., Al-Ohali, Y., & Al‐Wabil, A. (2017) · Applied Sciences · doi:10.3390/app7121239 · Cited by 301 · see citing works
Mechanisms of Diminished Attention to Eyes in Autism
Moriuchi, J. M., Klin, A., & JONES, W. R. (2016) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2016.15091222 · Cited by 202 · see citing works
Social “wanting” dysfunction in autism: neurobiological underpinnings and treatment implications
Kohls, G., Chevallier, C., Troiani, V., & Schultz, R. T. (2012) · Journal of Neurodevelopmental Disorders · doi:10.1186/1866-1955-4-10 · Cited by 197 · see citing works
Trevisan, D. A., Roberts, N., Lin, C., & Birmingham, E. (2017) · PLOS ONE · doi:10.1371/journal.pone.0188446 · Cited by 159 · see citing works
Affective Eye Contact: An Integrative Review
Hietanen, J. K. (2018) · Frontiers in Psychology · doi:10.3389/fpsyg.2018.01587 · Cited by 164 · see citing works
Self-citationDikker, S., Michalareas, G., Oostrik, M., Serafimaki, A., Kahraman, H. M., Struiksma, M. E., & Poeppel, D. (2020) · NeuroImage · doi:10.1016/j.neuroimage.2020.117436 · Cited by 153 · see citing works
Kilroy, E., Aziz‐Zadeh, L., & Cermak, S. A. (2019) · Brain Sciences · doi:10.3390/brainsci9030068 · Cited by 146 · see citing works
A systematic review of physiological reactivity to stimuli in autism
Lydon, S., Healy, O., Reed, P., Mulhern, T., Hughes, B. M., & Goodwin, M. S. (2016) · Developmental Neurorehabilitation · doi:10.3109/17518423.2014.971975 · Cited by 120 · see citing works
Hecke, A. V. V., Stevens, S., Carson, A. M., Karst, J. S., Dolan, B. K., Schohl, K. A., McKindles, R. J., Remmel, R. J., & Brockman, S. (2013) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-013-1883-y · Cited by 111 · see citing works
Cilia, F., Carette, R., Elbattah, M., Dequen, G., Guérin, J.-L., Bosche, J., Vandromme, L., & Driant, B. L. (2021) · JMIR Human Factors · doi:10.2196/27706 · Cited by 92 · see citing works
Face Perception and Learning in Autism Spectrum Disorders
Webb, S. J., Neuhaus, E., & Faja, S. (2016) · Quarterly Journal of Experimental Psychology · doi:10.1080/17470218.2016.1151059 · Cited by 93 · see citing works
Measuring the value of social engagement in adults with and without autism
Dubey, I., Ropar, D., & Hamilton, A. F. D. C. (2015) · Molecular Autism · doi:10.1186/s13229-015-0031-2 · Cited by 80 · see citing works
Freeth, M., & Bugembe, P. (2018) · Autism · doi:10.1177/1362361318756786 · Cited by 79 · see citing works
Wass, S. V., Clackson, K., Georgieva, S., Brightman, L., Nutbrown, R., & Leong, V. (2018) · Developmental Science · doi:10.1111/desc.12667 · Cited by 80 · see citing works
Eye Contact Modulates Cognitive Processing Differently in Children With Autism
Falck‐Ytter, T., Carlström, C., & Johansson, M. (2014) · Child Development · doi:10.1111/cdev.12273 · Cited by 77 · see citing works
Alcañíz, M., Giglioli, I. A. C., Marín‐Morales, J., Higuera-Trujillo, J. L., Olmos-Raya, E., Minissi, M. E., Garcia, G. T., Sirera, M., & Abad, L. (2020) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2020.00090 · Cited by 75 · see citing works
Nuske, H. J., Vivanti, G., & Dissanayake, C. (2014) · Journal of Neurodevelopmental Disorders · doi:10.1186/1866-1955-6-14 · Cited by 73 · see citing works
Amat, A. Z., Zhao, H., Swanson, A. R., Weitlauf, A. S., Warren, Z. E., & Sarkar, N. (2021) · IEEE Transactions on Neural Systems and Rehabilitation Engineering · doi:10.1109/tnsre.2021.3108351 · Cited by 70 · see citing works
Artoni, P., Piffer, A., Vinci, V., LeBlanc, J. J., Nelson, C. A., Hensch, T. K., & Fagiolini, M. (2019) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1820847116 · Cited by 57 · see citing works
Tonic and phasic co-variation of peripheral arousal indices in infants
Wass, S. V., de Barbaro, K., & Clackson, K. (2015) · Biological Psychology · doi:10.1016/j.biopsycho.2015.08.006 · Cited by 60 · see citing works
Prince, E. B., Kim, E. S., Wall, C. A., Gisin, E., Goodwin, M. S., Simmons, E. S., Chawarska, K., & Shic, F. (2016) · Autism · doi:10.1177/1362361316648816 · Cited by 60 · see citing works
Diagnosing autism in neurobiological research studies
Jones, R. M., & Lord, C. (2013) · Behavioural Brain Research · doi:10.1016/j.bbr.2012.10.037 · Cited by 56 · see citing works
The Developmental Origins of Gaze‐Following in Human Infants
Bianco, T. D., Falck‐Ytter, T., Thorup, E., & Gredebäck, G. (2018) · Infancy · doi:10.1111/infa.12276 · Cited by 56 · see citing works
Falck‐Ytter, T. (2015) · Research in Autism · doi:10.1016/j.rasd.2015.06.007 · Cited by 57 · see citing works
Mutual Gaze During Early Mother–Infant Interactions Promotes Attention Control Development
Niedźwiecka, A., Ramotowska, S., & Tomalski, P. (2017) · Child Development · doi:10.1111/cdev.12830 · Cited by 69 · see citing works
Children with autism show altered autonomic adaptation to novel and familiar social partners
Neuhaus, E., Bernier, R. A., & Beauchaine, T. P. (2016) · Autism Research · doi:10.1002/aur.1543 · Cited by 50 · see citing works
Vivanti, G., & Dissanayake, C. (2014) · Autism Research · doi:10.1002/aur.1376 · Cited by 53 · see citing works
Perception of Social Cues of Danger in Autism Spectrum Disorders
Zürcher, N. R., Rogier, O., Boshyan, J., Hippolyte, L., Russo, B., Gillberg, N., Helles, A., Ruest, T., Lemonnier, É., Gillberg, C., et al. (2013) · PLoS ONE · doi:10.1371/journal.pone.0081206 · Cited by 50 · see citing works
The Bidirectional Social-Cognitive Mechanisms of the Social-Attention Symptoms of Autism
Mundy, P. C., & Bullen, J. C. (2022) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2021.752274 · Cited by 51 · see citing works
Psychophysiological responses to eye contact in adolescents with social anxiety disorder
Myllyneva, A., Ranta, K., & Hietanen, J. K. (2015) · Biological Psychology · doi:10.1016/j.biopsycho.2015.05.005 · Cited by 48 · see citing works
Self-citationBaker, J. K., Fenning, R. M., Erath, S. A., Baucom, B., Moffitt, J., & Howland, M. A. (2017) · Research on Child and Adolescent Psychopathology · doi:10.1007/s10802-017-0332-3 · Cited by 49 · see citing works
Mathersul, D. C., McDonald, S., & Rushby, J. A. (2012) · Physiology & Behavior · doi:10.1016/j.physbeh.2012.10.008 · Cited by 44 · see citing works
Nuske, H. J., Vivanti, G., & Dissanayake, C. (2015) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-015-2479-5 · Cited by 45 · see citing works
Designing AAC Systems for Children with Autism: Evidence from Eye Tracking Research
Gillespie‐Smith, K., & Fletcher‐Watson, S. (2014) · Augmentative and Alternative Communication · doi:10.3109/07434618.2014.905635 · Cited by 37 · see citing works
Atherton, G., Morimoto, Y., Nakashima, S., & Cross, L. (2023) · Journal of Cross-Cultural Psychology · doi:10.1177/00220221231169945 · Cited by 38 · see citing works
Louwerse, A., van der Geest, J. N., Tulen, J. H. M., van der Ende, J., Gool, A. R. V., Verhulst, F. C., & Greaves‐Lord, K. (2013) · Research in Autism · doi:10.1016/j.rasd.2013.04.013 · Cited by 35 · see citing works
Electrodermal Variability and Symptom Severity in Children with Autism Spectrum Disorder
Fenning, R. M., Baker, J. K., Baucom, B., Erath, S. A., Howland, M. A., & Moffitt, J. (2017) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-016-3021-0 · Cited by 37 · see citing works
Autonomic Responses to Social and Nonsocial Pictures in Adolescents With Autism Spectrum Disorder
Louwerse, A., Tulen, J. H. M., van der Geest, J. N., van der Ende, J., Verhulst, F. C., & Greaves‐Lord, K. (2013) · Autism Research · doi:10.1002/aur.1327 · Cited by 30 · see citing works
Eye contact reveals a relationship between Neuroticism and anterior EEG asymmetry
Uusberg, H., Allïk, J., & Hietanen, J. K. (2015) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2015.05.008 · Cited by 29 · see citing works
Self-citationHelminen, T. M., Leppänen, J. M., Eriksson, K. J., Luoma, A., Hietanen, J. K., & Kylliäinen, A. (2017) · Autism Research · doi:10.1002/aur.1738 · Cited by 28 · see citing works
Self-citationTseng, A., Wang, Z., Huo, Y., Goh, S., Russell, J. A., & Peterson, B. S. (2015) · Human Brain Mapping · doi:10.1002/hbm.23041 · Cited by 30 · see citing works
Affect in the eyes: explicit and implicit evaluations
Chen, T., Helminen, T. M., & Hietanen, J. K. (2016) · Cognition & Emotion · doi:10.1080/02699931.2016.1188059 · Cited by 29 · see citing works
Self-citationPrinsen, J., Bernaerts, S., Wang, Y., de Beukelaar, T. T., Cuypers, K., Swinnen, S. P., & Alaerts, K. (2016) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2016.12.011 · Cited by 29 · see citing works
Electrodermal Response to Reward and Non‐Reward Among Children With Autism
Neuhaus, E., Bernier, R., & Beauchaine, T. P. (2015) · Autism Research · doi:10.1002/aur.1451 · Cited by 27 · see citing works
Responsivity to familiar versus unfamiliar social reward in children with autism
Pankert, A., Pankert, K., Herpertz‐Dahlmann, B., Konrad, K., & Kohls, G. (2014) · Journal of Neural Transmission · doi:10.1007/s00702-014-1210-6 · Cited by 27 · see citing works
Temporal dynamics of arousal and attention in 12‐month‐old infants
Wass, S. V., Clackson, K., & de Barbaro, K. (2016) · Developmental Psychobiology · doi:10.1002/dev.21406 · Cited by 25 · see citing works
Gaze direction detection in autism spectrum disorder
d’Arc, B. F., Delorme, R., Zalla, T., Lefebvre, A., Amsellem, F., Moukawane, S., Letellier, L., Leboyer, M., Mouren, M., & Ramus, F. (2016) · Autism · doi:10.1177/1362361316630880 · Cited by 25 · see citing works
Meeting another's gaze shortens subjective time by capturing attention
Burra, N., & Kerzel, D. (2021) · Cognition · doi:10.1016/j.cognition.2021.104734 · Cited by 25 · see citing works
Ryan, C., Stafford, M., & King, R. J. (2016) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-016-2927-x · Cited by 24 · see citing works
Harrison, L., Kats, A., Kilroy, E., Butera, C. D., Jayashankar, A., Keleş, Ü., & Aziz‐Zadeh, L. (2021) · Scientific Reports · doi:10.1038/s41598-021-87455-w · Cited by 24 · see citing works
Kylliäinen, A., Jones, E. J. H., Gomot, M., Warreyn, P., & Falck‐Ytter, T. (2014) · Review Journal of Autism and Developmental Disorders · doi:10.1007/s40489-014-0034-5 · Cited by 25 · see citing works
Self-citationLauttia, J., Helminen, T. M., Leppänen, J. M., Yrttiaho, S., Eriksson, K. J., Hietanen, J. K., & Kylliäinen, A. (2019) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-019-04062-5 · Cited by 22 · see citing works
Self-citationHudac, C. M., Kresse, A., Aaronson, B., DesChamps, T. D., Webb, S. J., & Bernier, R. (2015) · Journal of Neurodevelopmental Disorders · doi:10.1186/s11689-015-9118-5 · Cited by 23 · see citing works
I just love the attention: implicit preference for direct eye contact
Lawson, R. (2015) · Visual Cognition · doi:10.1080/13506285.2015.1039101 · Cited by 20 · see citing works
Soriano, J. R., Daniëls, N., Prinsen, J., & Alaerts, K. (2020) · Brain Communications · doi:10.1093/braincomms/fcaa093 · Cited by 20 · see citing works
Frontal EEG alpha asymmetry in youth with autism: Sex differences and social–emotional correlates
Neuhaus, E., Santhosh, M., Kresse, A., Aylward, E., Bernier, R., Bookheimer, S. Y., Jeste, S., Jack, A., McPartland, J. C., Naples, A. J., et al. (2023) · Autism Research · doi:10.1002/aur.3032 · Cited by 19 · see citing works
Effect of Familiarity on Reward Anticipation in Children with and without Autism Spectrum Disorders
Stavropoulos, K. K. M., & Carver, L. J. (2014) · PLoS ONE · doi:10.1371/journal.pone.0106667 · Cited by 18 · see citing works
Autism and the Question of the Human
Bergenmar, J., Rosqvist, H. B., & Lönngren, A.-S. (2015) · Literature and medicine · doi:10.1353/lm.2015.0009 · Cited by 18 · see citing works
Look Me in the Eyes: Mechanisms Underlying the Eye Contact Effect
Niedźwiecka, A. (2020) · Child Development Perspectives · doi:10.1111/cdep.12361 · Cited by 16 · see citing works
Huang, Y., Vangel, M. G., Chen, H., Eshel, M. N., Cheng, M., Lu, T., & Kong, J. (2022) · Frontiers in Integrative Neuroscience · doi:10.3389/fnint.2022.666439 · Cited by 15 · see citing works
Machado, C., Rodríguez‐Rojas, R., Estévez, M., Leisman, G., Melillo, R. J., Chinchilla, M., & Portela, L. (2015) · Brain Connectivity · doi:10.1089/brain.2014.0335 · Cited by 14 · see citing works
Psychophysiological Arousal to Social Stress in Autism Spectrum Disorders
Levine, T. P., Conradt, E., Goodwin, M. S., Sheinkopf, S., & Lester, B. (2013) · Springer eBooks · doi:10.1007/978-1-4614-4788-7_66 · Cited by 11 · see citing works
Autonomic Arousal Response Habituation to Social Stimuli Among Children with Asd
Kaartinen, M., Puura, K., Himanen, S., Nevalainen, J., & Hietanen, J. K. (2016) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-016-2908-0 · Cited by 12 · see citing works
Self-citationClin, É., & Kissine, M. (2023) · Autism · doi:10.1177/13623613221148553 · Cited by 13 · see citing works
Dikker, S., Michalareas, G., Oostrik, M., Serafimaki, A., Kahraman, H. M., Struiksma, M. E., & Poeppel, D. (2019) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/822320 · Cited by 13 · see citing works
Islam, M. F., Manab, M. A., Mondal, J. J., Zabeen, S., Rahman, F. B., Hasan, M. Z., Sadeque, F., & Noor, J. (2024) · Engineering Applications of Artificial Intelligence · doi:10.1016/j.engappai.2024.109475 · Cited by 12 · see citing works
Contagious itching is heightened in children with autism spectrum disorders
Helt, M. S., de Marchena, A. B., Schineller, M. E., Kirk, A. I., Scheub, R. J., & Sorensen, T. M. (2020) · Developmental Science · doi:10.1111/desc.13024 · Cited by 11 · see citing works
Affective Priming by Eye Gaze Stimuli: Behavioral and Electrophysiological Evidence
Chen, T., Peltola, M. J., Ranta, L. J., & Hietanen, J. K. (2016) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2016.00619 · Cited by 10 · see citing works
Self-citationKarjalainen, S., Aro, T. I., & Parviainen, T. M. (2023) · Neuropsychology Review · doi:10.1007/s11065-023-09579-2 · Cited by 9 · see citing works
Zadok, E., Golan, O., Michal Lavidor, B., & Gordon, I. (2023) · Autism Research · doi:10.1002/aur.3068 · Cited by 12 · see citing works
Modulation of the eyeblink and cardiac startle reflexes by genuine eye contact
Chen, T., Peltola, M. J., Dunn, R., Pajunen, S. M., & Hietanen, J. K. (2017) · Psychophysiology · doi:10.1111/psyp.12975 · Cited by 8 · see citing works
Self-citationEye contact perception in high-functioning adults with autism spectrum disorder
Uono, S., Yoshimura, S., & Toichi, M. (2020) · Autism · doi:10.1177/1362361320949721 · Cited by 7 · see citing works
Muuvila, M., Helminen, T. M., Lehtonen, E., Eriksson, K. J., Charman, T., & Kylliäinen, A. (2022) · Research in Autism · doi:10.1016/j.rasd.2022.102028 · Cited by 6 · see citing works
Self-citationSocial context modulates autonomic responses to direct eye contact
Lapolla, N. J., Bishop, B. H., & Gahtan, E. (2023) · Physiology & Behavior · doi:10.1016/j.physbeh.2023.114119 · Cited by 5 · see citing works
Wang, B. M., Mills, Z., Jones, H. F., Montgomery, J. M., & Lee, K. Y. (2025) · Journal of Neurochemistry · doi:10.1111/jnc.70088 · Cited by 7 · see citing works
Jelsma, E. B., Zhang, A., Goosby, B. J., & Cheadle, J. E. (2024) · Psychophysiology · doi:10.1111/psyp.14597 · Cited by 5 · see citing works
Clin, É., Miller, E., & Kissine, M. (2024) · Journal of Experimental Psychology General · doi:10.1037/xge0001553 · Cited by 4 · see citing works
Egami, C., Tanaka, M., Shiota, N., & Yamashita, Y. (2025) · International Journal of Developmental Disabilities · doi:10.1080/20473869.2025.2459973 · Cited by 3 · see citing works
Jodra, M., & García-Villamisar, D. A. (2020) · Acción Psicológica · doi:10.5944/ap.16.2.25566 · Cited by 3 · see citing works
Eye gaze During Semi-naturalistic Face-to-Face Interactions in Autism
Ross, A. I., Chan, J., & Ryan, C. (2023) · Advances in Neurodevelopmental Disorders · doi:10.1007/s41252-023-00378-7 · Cited by 2 · see citing works
Zhang, B.-H., Jiang, Q.-R., Yan, C.-S., & Tao, R. (2024) · Displays · doi:10.1016/j.displa.2024.102950 · Cited by 2 · see citing works
Pérez‐Jorge, D., Olmos-Raya, E., Alonso-Rodríguez, I., & Pérez, I. P. (2025) · Frontiers in Education · doi:10.3389/feduc.2025.1485252 · Cited by 2 · see citing works
Coutanche, M. N., Sauter, J., Akpan, E., Buckser, R. R., Vincent, A., & Caulfield, M. K. (2023) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2023.108684 · Cited by 2 · see citing works
Self-citationLi, S., May, C., Pang, T. Y., Churilov, L. P., Hannan, A. J., Johnson, K. A., & Burrows, E. L. (2024) · Psychopharmacology · doi:10.1007/s00213-023-06520-6 · Cited by 2 · see citing works
An, P., & Wang, C. (2025) · Scientific Reports · doi:10.1038/s41598-025-00879-6 · Cited by 1 · see citing works
The Specificity of Faces Processing in Children with Autism: Evidences from Eye Movement Study
刘, 妮. (2024) · Advances in Psychology · doi:10.12677/ap.2024.144234 · Cited by 1 · see citing works
A Survey: Strategies for detection of Autism Syndrome Disorder
Soygaonkar, P., & Patil, B. M. (2020) · IEEE International Conference on Industrial and Information Systems (ICIIS) · doi:10.1109/iciis51140.2020.9342647 · Cited by 1 · see citing works
Eye contact effect: The role of vagal regulation and reactivity, and self-regulation of attention
Niedźwiecka, A. (2021) · Current Psychology · doi:10.1007/s12144-021-01682-y · Cited by 1 · see citing works
Parent-Mediated Eye Gaze Intervention in Young Autistic Children: ADOS-BOSCC Outcome StudyPreprint
Husu, E., Helminen, T. M., Muuvila, M., Lauttia, J., Eriksson, K. J., Nevalainen, J., & Kylliäinen, A. (2024) · Research Square · doi:10.21203/rs.3.rs-4424436/v1 · Cited by 1 · see citing works
Self-citationJärvinen, J. (2015) · Tampere University Institutional Repository (Tampere University)
Käpynen, J. (2015) · Tampere University Institutional Repository (Tampere University)
Kivimäki, S.-M. (2016) · Tampere University Institutional Repository (Tampere University)
Shao, Z., JieMin, Y. A. N. G., Yuan, J., & Huang, X. (2017) · Scientia Sinica Vitae · doi:10.1360/n052016-00368
Augmented feedback in autistic disorder
Geertsema, S., McDonald, M., der Merwe, A. V., Swanepoel, M., & Strasheim, E. (2017) · South African Journal of Childhood Education · doi:10.4102/sajce.v7i1.449
The relationship between skin conductance and eye contact of spouses in couple therapy
Möttönen, H., & Värri, M. (2017) · Jyväskylä University Digital Archive (University of Jyväskylä)
Wei, J., & Wang, T. (2019) · Advances in Psychological Science · doi:10.3724/sp.j.1042.2019.00508
What is autism really? The multiple realities of autism in practice
Haddock, E. C. (2026) · e-space (Manchester Metropolitan University) · doi:10.83056/mmu.32477916
Investigating the role of the X-linked EFHC2 gene on social cognition in healthy males
Startin, C. M. (2013) · UCL Discovery (University College London)
- Authors
- Kylliäinen, A., Wallace, S., Coutanche, M. N., Leppänen, J. M., Cusack, J., Bailey, A. J., & Hietanen, J. K.
- Affiliations
- Tampere University (FI)
- Warneford Hospital (GB)
- University of Pennsylvania (US)
- University of Aberdeen (GB)
- University of British Columbia (CA)
- Venue
- Journal of Child Psychology and Psychiatry
- Publisher
- Wiley
- Published
- 2012-01-25
- Volume
- 53
- Issue
- 7
- Pages
- 790-797
- ISSN
- 0021-9630 (ISSN-L)
- 1469-7610
- OpenAlex
- W1854255393
- Cited by
- 109
- References
- 31
- Citations by year
- 2026: 1 · 2025: 6 · 2024: 8 · 2023: 8 · 2022: 3 · 2021: 7 · 2020: 9 · 2019: 5 · 2018: 5 · 2017: 10 · 2016: 11 · 2015: 16 · 2014: 9 · 2013: 7 · 2012: 4
- FWCI
- 5.89
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Journal of Child Psychology and Psychiatry (publishedVersion)
- PubMed (publishedVersion)
- Funders
- Autism Speaks (AS1389)
- European Social Fund
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Autism Spectrum Disorder Research
- Life Sciences › Neuroscience › Cognitive Neuroscience › Face Recognition and Perception
- Social Sciences › Psychology › Developmental and Educational Psychology › Child and Animal Learning Development
- Keywords
- autism spectrum disorder, eye contact, direct gaze, skin conductance response, arousal, frontal EEG asymmetry, approach-avoidance motivation, face familiarity, children
- MeSH terms
- Adolescent, Affect, Brain, Child, Child Development Disorders, Pervasive, Electroencephalography, Female, Fixation, Ocular, Galvanic Skin Response, Humans, Interpersonal Relations, Male, Motivation, Case-Control Studies
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