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Neural Reactivity to Emotional Faces May Mediate the Relationship Between Childhood Empathy and Adolescent Prosocial Behavior
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Abstract
Reactivity to others’ emotions not only can result in empathic concern (EC), an important motivator of prosocial behavior, but can also result in personal distress (PD), which may hinder prosocial behavior. Examining neural substrates of emotional reactivity may elucidate how EC and PD differentially influence prosocial behavior. Participants (N = 57) provided measures of EC, PD, prosocial behavior, and neural responses to emotional expressions at ages 10 and 13. Initial EC predicted subsequent prosocial behavior. Initial EC and PD predicted subsequent reactivity to emotions in the inferior frontal gyrus (IFG) and inferior parietal lobule, respectively. Activity in the IFG, a region linked to mirror neuron processes, as well as cognitive control and language, mediated the relation between initial EC and subsequent prosocial behavior.
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Emotion theorizing is necessary for the regulation of emotions and, by extension, adaptation in general.
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Large-scale automated synthesis of human functional neuroimaging data.
Yarkoni, T., Poldrack, R. A., Nichols, T. E., Van Essen, D. C., & Wager, T. D. (2011) · Nature Methods · doi:10.1038/nmeth.1635 · Cited by 3,686 · cited 2×
“A uthor M anuscript A uthor M anuscript A uthor M anuscript A uthor M anuscript Associations between Empathic Concern, Personal Distress, and Neural Response to Emotional Expressions To confirm that our stimuli elicited the expected neural response, a t-test statistic map for the estimate of average per-voxel activity…”
MethodThe relation of empathy to prosocial and related behaviors
Eisenberg, N., & Miller, P. A. (1987) · Psychological Bulletin · doi:10.1037/0033-2909.101.1.91 · Cited by 2,672
Cognitive Reappraisal of Emotion: A Meta-Analysis of Human Neuroimaging Studies
Buhle, J. T., Silvers, J. A., Wager, T. D., Lopez, R., Onyemekwu, C., Kober, H., Weber, J., & Ochsner, K. N. (2014) · Cerebral Cortex · doi:10.1093/cercor/bht154 · Cited by 1,896
Lerner, R. M., Lerner, J. V., Almerigi, J. B., Theokas, C., Phelps, E., Gestsdottir, S., Naudeau, S., Jelicic, H., Alberts, A., Ma, L., et al. (2005) · The Journal of Early Adolescence · doi:10.1177/0272431604272461 · Cited by 1,694 · cited 2×
“H Study of Positive Youth Development survey (PYD; Lerner et al., 2005), which provides two items relevant to prosocial behavior (as opposed to prosocial values).”
BackgroundMethodImitation, empathy, and mirror neurons
Iacoboni, M. (2009) · Annual Review of Psychology · doi:10.1146/annurev.psych.60.110707.163604 · Cited by 1,606
Self-citationThinking too much: Introspection can reduce the quality of preferences and decisions.
Wilson, T. D., & Schooler, J. W. (1991) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.60.2.181 · Cited by 1,417
Lieberman, M. D., Eisenberger, N. I., Crockett, M. J., Tom, S. M., Pfeifer, J. H., & Way, B. M. (2007) · Psychological Science · doi:10.1111/j.1467-9280.2007.01916.x · Cited by 1,150
Self-citationYes, but what’s the mechanism? (don’t expect an easy answer).
Bullock, J. G., Green, D. P., & Ha, S. E. (2010) · Journal of Personality and Social Psychology · doi:10.1037/a0018933 · Cited by 1,063
Heyes, C. (2011) · Psychological Bulletin · doi:10.1037/a0022288 · Cited by 550
Silvers, J. A., McRae, K., Gabrieli, J. D. E., Gross, J. J., Remy, K. A., & Ochsner, K. N. (2012) · Emotion · doi:10.1037/a0028297 · Cited by 522
Decety, J., Chen, C., Harenski, C., & Kiehl, K. A. (2013) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2013.00489 · Cited by 386
Is the frontal lobe involved in conscious perception?
Safavi, S., Kapoor, V., Logothetis, N. K., & Panagiotaropoulos, T. I. (2014) · Frontiers in Psychology · doi:10.3389/fpsyg.2014.01063 · Cited by 351
Peer Influence on Prosocial Behavior in Adolescence
van Hoorn, J., van Dijk, E., Meuwese, R., Rieffe, C., & Crone, E. A. (2016) · Journal of Research on Adolescence · doi:10.1111/jora.12173 · Cited by 300
Large-scale brain network dynamics supporting adolescent cognitive control
Dwyer, D. B., Harrison, B. J., Yücel, M., Whittle, S., Zalesky, A., Pantelis, C., Allen, N. B., & Fornito, A. (2014) · The Journal of Neuroscience · doi:10.1523/jneurosci.1634-14.2014 · Cited by 143
Pfeifer, J. H., Kahn, L. E., Merchant, J. S., Peake, S. J., Veroude, K., Masten, C. L., Lieberman, M. D., Mazziotta, J. C., & Dapretto, M. (2013) · The Journal of Neuroscience · doi:10.1523/jneurosci.4074-12.2013 · Cited by 125
Self-citationTelzer, E. H., Fuligni, A. J., Lieberman, M. D., & Galván, A. (2013) · Developmental Cognitive Neuroscience · doi:10.1016/j.dcn.2012.08.004 · Cited by 112
Flagged first, then by citations
Research works printed but not linked: 79
- van Baaren, 2004, Mimicry and prosocial behavior, Psychological Science, 15, 71, 10.1111/j.0963-7214.2004.01501012.x · DOI · Paper page
- Bahlmann, 2012, Levels of integration in cognitive control and sequence processing in the prefrontal cortex, PLoS ONE, 7, e43774, 10.1371/journal.pone.0043774 · DOI
- Baron, 1986, The moderator–mediator variable distinction in social psychological research: Conceptual, strategic, and statistical considerations, Journal of Personality and Social Psychology, 51, 1173, 10.1037/0022-3514.51.6.1173 · DOI · Paper page
- Barr, 2007, Adolescent empathy and prosocial behavior in the multidimensional context of school culture, Journal of Genetic Psychology, 168, 231, 10.3200/GNTP.168.3.231-250 · DOI
- Batson, 1987, Advances in experimental social psychology, 65
- Bernhardt, 2014, Structural covariance networks of the dorsal anterior insula predict females’ individual differences in empathic responding, Cerebral Cortex, 24, 2189, 10.1093/cercor/bht072 · DOI
- Bernhardt, 2012, The neural basis of empathy, Annual Review of Neuroscience, 35, 1, 10.1146/annurev-neuro-062111-150536 · DOI · Paper page
- Broca, 1861, Remarks on the seat of the faculty of articulated language, following an observation of aphemia (loss of speech), Bulletins de La Société D'anatomie, 36, 330
- Brownell, 2013, Socialization of early prosocial behavior: Parents’ talk about emotions is associated with sharing and helping in toddlers, Infancy, 18, 91, 10.1111/j.1532-7078.2012.00125.x · DOI
- Carr, 2003, Neural mechanisms of empathy in humans: A relay from neural systems for imitation to limbic areas, Proceedings of the National Academy of Sciences of the United States of America, 100, 5497, 10.1073/pnas.0935845100 · DOI · Paper page
- Cohen, 1999, The problem of units and the circumstance for POMP, Multivariate Behavioral Research, 34, 315, 10.1207/S15327906MBR3403_2 · DOI
- Costafreda, 2006, A systematic review and quantitative appraisal of fMRI studies of verbal fluency: Role of the left inferior frontal gyrus, Human Brain Mapping, 27, 799, 10.1002/hbm.20221 · DOI · Paper page
- Cox, 1997, Software tools for analysis and visualization of fMRI data, NMR in Biomedicine, 10, 171, 10.1002/(SICI)1099-1492(199706/08)10:4/53.0.CO;2-L · DOI
- Davis, 1983, Measuring individual differences in empathy: Evidence for a multidimensional approach, Journal of Personality and Social Psychology, 44, 113, 10.1037/0022-3514.44.1.113 · DOI · Paper page
- Davis, 1991, Stability and change in adolescent self-consciousness and empathy, Journal of Research in Personality, 25, 70, 10.1016/0092-6566(91)90006-C · DOI
- Decety, 2010, The neurodevelopment of empathy in humans, Developmental Neuroscience, 32, 257, 10.1159/000317771 · DOI · Paper page
- Decety, 2011, Dissecting the neural mechanisms mediating empathy, Emotion Review, 3, 92, 10.1177/1754073910374662 · DOI · Paper page
- Decety, 2008, Who caused the pain? An fMRI investigation of empathy and intentionality in children, Neuropsychologia, 46, 2607, 10.1016/j.neuropsychologia.2008.05.026 · DOI
- Desikan, 2006, An automated labeling system for subdividing the human cerebral cortex on MRI scans into gyral based regions of interest, NeuroImage, 31, 968, 10.1016/j.neuroimage.2006.01.021 · DOI · Paper page
- Eisenberg, 2003, Well-being: Positive development across the life course, 253
- Eisenberg, 2010, Prosocial motives, emotions, and behavior: The better angels of our nature, 129, 10.1037/12061-007 · DOI
- Eisenberg, 2005, Age changes in prosocial responding and moral reasoning in adolescence and early adulthood, Journal of Research on Adolescence, 15, 235, 10.1111/j.1532-7795.2005.00095.x · DOI
- Eisenberg, 1990, Empathy: Conceptualization, measurement, and relation to prosocial behavior, Motivation and Emotion, 14, 131, 10.1007/BF00991640 · DOI
- Eisenberg, 1989, Relation of sympathy and personal distress to prosocial behavior: A multimethod study, Journal of Personality and Social Psychology, 57, 55, 10.1037/0022-3514.57.1.55 · DOI · Paper page
- Eisenberg, 1991, Prosocial development in adolescence: A longitudinal study, Developmental Psychology, 27, 849, 10.1037/0012-1649.27.5.849 · DOI
- Eisenberg, 1987, Prosocial development in middle childhood: A longitudinal study, Developmental Psychology, 23, 712, 10.1037/0012-1649.23.5.712 · DOI
- Farrant, 2012, Empathy, perspective taking and prosocial behaviour: The importance of parenting practices, Infant and Child Development, 21, 175, 10.1002/icd.740 · DOI
- van der Gaag, 2007, Facial expressions: What the mirror neuron system can and cannot tell us, Social Neuroscience, 2, 179, 10.1080/17470910701376878 · DOI
- van Goethem, 2014, Socialising adolescent volunteering: How important are parents and friends? Age dependent effects of parents and friends on adolescents’ volunteering behaviours, Journal of Applied Developmental Psychology, 35, 94, 10.1016/j.appdev.2013.12.003 · DOI
- van der Graaff, 2014, Perspective taking and empathic concern in adolescence: Gender differences in developmental changes, Developmental Psychology, 50, 881, 10.1037/a0034325 · DOI
- Goldstein, 2007, Hypothalamic abnormalities in schizophrenia: Sex effects and genetic vulnerability, Biological Psychiatry, 61, 935, 10.1016/j.biopsych.2006.06.027 · DOI · Paper page
- Greening, 2013, Individual differences in the anterior insula are associated with the likelihood of financially helping versus harming others, Cognitive, Affective, & Behavioral Neuroscience, 14, 266, 10.3758/s13415-013-0213-3 · DOI
- Grèzes, 2001, Functional anatomy of execution, mental simulation, observation, and verb generation of actions: A meta-analysis, Human Brain Mapping, 12, 1, 10.1002/1097-0193(200101)12:1<1::AID-HBM10>3.0.CO;2-V · DOI
- Güroğlu, 2014, Sharing and giving across adolescence: An experimental study examining the development of prosocial behavior, Frontiers in Psychology, 5, 1, 10.3389/fpsyg.2014.00291 · DOI
- Hawk, 2013, Examining the interpersonal reactivity index (IRI) among early and late adolescents and their mothers, Journal of Personality Assessment, 95, 96, 10.1080/00223891.2012.696080 · DOI
- Herwig, 2007, Modulation of anticipatory emotion and perception processing by cognitive control, NeuroImage, 37, 652, 10.1016/j.neuroimage.2007.05.023 · DOI
- Holmgren, 1998, The relations of children's situational empathyrelated emotions to dispositional prosocial behaviour, International Journal of Behavioral Development, 22, 169, 10.1080/016502598384568 · DOI
- Hulle, 2013, Autonomic correlates of children's concern and disregard for others, Social Neuroscience, 8, 275, 10.1080/17470919.2013.791342 · DOI
- Iacoboni, 2006, The mirror neuron system and the consequences of its dysfunction, Nature Reviews Neuroscience, 7, 942, 10.1038/nrn2024 · DOI
- Imai, 2011, Unpacking the black box of causality: Learning about causal mechanisms from experimental and observational studies, American Political Science Review, 105, 765, 10.1017/S0003055411000414 · DOI · Paper page
- Kesler-West, 2001, Neural substrates of facial emotion processing using fMRI, Cognitive Brain Research, 11, 213, 10.1016/S0926-6410(00)00073-2 · DOI
- Lee, 2008, Is a neutral face really evaluated as being emotionally neutral?, Psychiatry Research, 157, 77, 10.1016/j.psychres.2007.02.005 · DOI
- Liakakis, 2011, Diversity of the inferior frontal gyrus—A meta-analysis of neuroimaging studies, Behavioural Brain Research, 225, 341, 10.1016/j.bbr.2011.06.022 · DOI
- Lindquist, 2007, Validity and power in hemodynamic response modeling: A comparison study and a new approach, Human Brain Mapping, 28, 764, 10.1002/hbm.20310 · DOI
- Litvack-Miller, 1997, The structure of empathy during middle childhood and its relationship to prosocial behavior, Genetic, Social, and General Psychology Monographs, 123, 303
- Marsh, 2013, Empathic responsiveness in amygdala and anterior cingulate cortex in youths with psychopathic traits, Journal of Child Psychology and Psychiatry, 54, 900, 10.1111/jcpp.12063 · DOI
- Masten, 2013, Associations among pubertal development, empathic ability, and neural responses while witnessing peer rejection in adolescence, Child Development, 84, 1338, 10.1111/cdev.12056 · DOI
- Masten, 2010, Witnessing peer rejection during early adolescence: Neural correlates of empathy for experiences of social exclusion, Social Neuroscience, 5, 496, 10.1080/17470919.2010.490673 · DOI · Paper page
- Masten, 2013, Neural responses to witnessing peer rejection after being socially excluded: fMRI as a window into adolescents’ emotional processing, Developmental Science, 16, 743, 10.1111/desc.12056 · DOI
- Masten, 2011, An fMRI investigation of empathy for “social pain” and subsequent prosocial behavior, NeuroImage, 55, 381, 10.1016/j.neuroimage.2010.11.060 · DOI
- McRae, 2012, Bottom-up and top-down emotion generation: implications for emotion regulation, Social Cognitive and Affective Neuroscience, 7, 253, 10.1093/scan/nsq103 · DOI
- van der Meer, 2011, Inhibit yourself and understand the other: Neural basis of distinct processes underlying theory of mind, NeuroImage, 56, 2364, 10.1016/j.neuroimage.2011.03.053 · DOI
- Mella, 2012, Empathy for pain from adolescence through adulthood: an event-related brain potential study, Emotion Science, 3, 501
- Molenberghs, 2012, Brain regions with mirror properties: A meta-analysis of 125 human fMRI studies, Neuroscience & Biobehavioral Reviews, 36, 341, 10.1016/j.neubiorev.2011.07.004 · DOI
- Moore, 2012, Facing puberty: Associations between pubertal development and neural responses to affective facial displays, Social Cognitive and Affective Neuroscience, 7, 35, 10.1093/scan/nsr066 · DOI · Paper page
- Morelli, 2012, The neural components of empathy: Predicting daily prosocial behavior, Social Cognitive and Affective Neuroscience, 9, 39, 10.1093/scan/nss088 · DOI
- van Overwalle, 2009, Understanding others’ actions and goals by mirror and mentalizing systems: A meta-analysis, NeuroImage, 48, 564, 10.1016/j.neuroimage.2009.06.009 · DOI · Paper page
- Pfeifer, 2012, Adolescent social cognitive and affective neuroscience: Past, present, and future, Social Cognitive and Affective Neuroscience, 7, 1, 10.1093/scan/nsr099 · DOI
- Pfeifer, 2008, Mirroring others’ emotions relates to empathy and interpersonal competence in children, NeuroImage, 39, 2076, 10.1016/j.neuroimage.2007.10.032 · DOI
- Pfeifer, 2011, Entering adolescence: Resistance to peer influence, risky behavior, and neural changes in emotion reactivity, Neuron, 69, 1029, 10.1016/j.neuron.2011.02.019 · DOI · Paper page
- Preacher, 2004, SPSS and SAS procedures for estimating indirect effects in simple mediation models, Behavior Research Methods, Instruments, & Computers, 36, 717, 10.3758/BF03206553 · DOI · Paper page
- R Core Team, 2014, R: A language and environment for statistical computing
- Rapp, 2012, Where in the brain is nonliteral language? A coordinate-based meta-analysis of functional magnetic resonance imaging studies, NeuroImage, 63, 600, 10.1016/j.neuroimage.2012.06.022 · DOI
- Ridgway, 2009, Issues with threshold masking in voxel-based morphometry of atrophied brains, NeuroImage, 44, 99, 10.1016/j.neuroimage.2008.08.045 · DOI
- Rubin, 1974, Estimating causal effects of treatments in randomized and nonrandomized studies, Journal of Educational Psychology, 66, 688, 10.1037/h0037350 · DOI · Paper page
- Russell, 1987, Relativity in the perception of emotion in facial expressions, Journal of Experimental Psychology: General, 116, 223, 10.1037/0096-3445.116.3.223 · DOI
- Smith, 2002, Fast robust automated brain extraction, Human Brain Mapping, 17, 143, 10.1002/hbm.10062 · DOI · Paper page
- Telzer, 2010, Gaining while giving: An fMRI study of the rewards of family assistance among white and Latino youth, Social Neuroscience, 5, 508, 10.1080/17470911003687913 · DOI · Paper page
- Tingley, 2013, Mediation: R package for causal mediation analysis
- Tottenham, 2009, The NimStim set of facial expressions: Judgments from untrained research participants, Psychiatry Research, 168, 242, 10.1016/j.psychres.2008.05.006 · DOI · Paper page
- Trommsdorff, 2007, Sympathy, distress, and prosocial behavior of preschool children in four cultures, International Journal of Behavioral Development, 31, 284, 10.1177/016502540707644 · DOI
- Twisk, 2003, Applied longitudinal data analysis for epidemiology a practical guide
- Utevsky, 2015, Brain mapping: An encyclopedic reference, 231, 10.1016/B978-0-12-397025-1.00185-8 · DOI
- Vigneau, 2006, Meta-analyzing left hemisphere language areas: Phonology, semantics, and sentence processing, NeuroImage, 30, 1414, 10.1016/j.neuroimage.2005.11.002 · DOI · Paper page
- Wager, 2003, Optimization of experimental design in fMRI: A general framework using a genetic algorithm, NeuroImage, 18, 293, 10.1016/S1053-8119(02)00046-0 · DOI · Paper page
- Warner, 2006, Health effects of written emotional disclosure in adolescents with asthma: A randomized, controlled trial, Journal of Pediatric Psychology, 31, 557, 10.1093/jpepsy/jsj048 · DOI
- Whitfield-Gabrieli, 2009, Region of interest extraction (REX) toolbox
- Zaki, 2007, Different circuits for different pain: Patterns of functional connectivity reveal distinct networks for processing pain in self and others, Social Neuroscience, 2, 276, 10.1080/17470910701401973 · DOI
- Zapf, 1996, Longitudinal studies in organizational stress research: A review of the literature with reference to methodological issues, Journal of Occupational Health Psychology, 1, 145, 10.1037//1076-8998.1.2.145 · DOI · Paper page
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Metadata
- Authors
- Flournoy, J. C., Pfeifer, J. H., Moore, W. E., Tackman, A. M., Masten, C. L., Mazziotta, J. C., Iacoboni, M., & Dapretto, M.
- Affiliations
- University of Oregon
- University of California , Los Angeles
- Venue
- Child Development
- Publisher
- Oxford University Press (OUP)
- Published
- 2016-11-01
- Volume
- 87
- Issue
- 6
- Pages
- 1691-1702
- ISSN
- 0009-3920
- 1467-8624
- PMC
- PMC5448462
- Cited by
- 18
- References
- 16
- Language
- en
- Licence
- Funders
- Santa Fe Institute Consortium
- Brain Mapping Medical Research Organization
- Brain Mapping Support Foundation
- Pierson-Lovelace Foundation
- Ahmanson Foundation
- William M. and Linda R. Dietel Philanthropic Fund at the Northern Piedmont Community Foundation
- Tamkin Foundation
- Jennifer Jones-Simon Foundation
- Capital Group Companies Charitable Foundation
- Robson Family and Northstar Fund
- National Center for Research Resources (RR12169, RR13642, RR00865)
- National Institutes of Health
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