Associations between early life adversity and executive function in children adopted internationally from orphanages
Open accessAbstract
Executive function (EF) abilities are increasingly recognized as an important protective factor for children experiencing adversity, promoting better stress and emotion regulation as well as social and academic adjustment. We provide evidence that early life adversity is associated with significant reductions in EF performance on a developmentally sensitive battery of laboratory EF tasks that measured cognitive flexibility, working memory, and inhibitory control. Animal models also suggest that early adversity has a negative impact on the development of prefrontal cortex-based cognitive functions. In this study, we report EF performance 1 y after adoption in 2.5- to 4-y-old children who had experienced institutional care in orphanages overseas compared with a group of age-matched nonadopted children. To our knowledge, this is the youngest age and the soonest after adoption that reduced EF performance has been shown using laboratory measures in this population. EF reductions in performance were significant above and beyond differences in intelligence quotient. Within the adopted sample, current EF was associated with measures of early deprivation after controlling for intelligence quotient, with less time spent in the birth family before placement in an institution and lower quality of physical/social care in institutions predicting poorer performance on the EF battery.
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Deprivation exposure has been repeatedly associated with poorer EF during childhood and adolescence.
“Exposure to deprivation is consistently linked to reduced EF in childhood and adolescence (Bick et al., 2018; Hostinar et al., 2012; Merz et al., 2013; Wade, Fox, et al., 2019), as well as alterations in brain function and structure in the frontoparietal network that subserves EF (Berens et al., 2017; McLaughlin et al., 2019).”
From Family-based care buffers the stress sensitizing effect of early deprivation on executive functioning difficulties in adolescence (2023) · cites this paper as Hostinar et al., 2012
In humans, neglect predicts impaired performance on tasks requiring cognitive control.
“In humans, neglect predicts impaired performance on tasks requiring cognitive control (Bauer et al., 2009; Bruce et al., 2009; Hostinar et al., 2012; Pollak et al., 2010; Sheridan et al., 2017)”
From Adolescent cognitive control and mediofrontal theta oscillations are disrupted by neglect: Associations with transdiagnostic risk for psychopathology in a randomized controlled trial (2020) · cites this paper as Hostinar et al., 2012
In humans, prior work demonstrates that neglect leads to deficits in behavioral outputs of cognitive control.
“behavioral outputs of cognitive control (Bauer et al., 2009; Bruce et al., 2009; Hostinar et al., 2012; Pollak et al., 2010; Sheridan et al., 2017).”
From Adolescent cognitive control and mediofrontal theta oscillations are disrupted by neglect: Associations with transdiagnostic risk for psychopathology in a randomized controlled trial (2020) · cites this paper as Hostinar et al., 2012
Executive function performance is worse in children with more severe and longer lasting deprivation.
“EF performance is worse in children with more severe and longer lasting deprivation.(98, 109, 124, 125)”
From Neglect as a violation of species-expectant experience: neurodevelopmental consequences (2017) · cites this paper as [124]
Children raised in institutions exhibit poor performance on tests of working memory, inhibition, planning, sustained attention, and cognitive flexibility.
“Children raised in institutions exhibit poor performance on tests of working memory, inhibition, planning, sustained attention, and cognitive flexibility(98, 109, 121–127)”
From Neglect as a violation of species-expectant experience: neurodevelopmental consequences (2017) · cites this paper as [124]
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Cites
Miyake, A., Friedman, N. P., Emerson, M. J., Witzki, A. H., Howerter, A., & Wager, T. D. (2000) · Cognitive Psychology · doi:10.1006/cogp.1999.0734 · Cited by 15,798 · see citing works
Delay of gratification in children.
Mischel, W., Shoda, Y., & Rodriguez, M. L. (1989) · Science · doi:10.1126/science.2658056 · Cited by 3,397 · see citing works
Blair, C., & Razza, R. P. (2007) · Child Development · doi:10.1111/j.1467-8624.2007.01019.x · Cited by 3,140 · see citing works
Mullen Scales of Early Learning
Bradley‐Johnson, S. (1997) · Psychology in the Schools · doi:10.1002/(sici)1520-6807(199710)34:4 · Cited by 2,329 · see citing works
Shonkoff, J. P., Boyce, W. T., & McEwen, B. S. (2009) · JAMA · doi:10.1001/jama.2009.754 · Cited by 2,326 · see citing works
Kochanska, G., Murray, K. T., & Harlan, E. T. (2000) · Developmental Psychology · doi:10.1037/0012-1649.36.2.220 · Cited by 1,993 · see citing works
Developmentally Sensitive Measures of Executive Function in Preschool Children
Carlson, S. M. (2005) · Developmental Neuropsychology · doi:10.1207/s15326942dn2802_3 · Cited by 1,638 · see citing works
Self-citationThe Dimensional Change Card Sort (DCCS): A method of assessing executive function in children
Zelazo, P. D. (2006) · Nature Protocols · doi:10.1038/nprot.2006.46 · Cited by 1,579 · see citing works
Extraordinary neoteny of synaptic spines in the human prefrontal cortex
Petanjek, Z., Judaš, M., Šimić, G., Rašin, M. R., Uylings, H. B. M., Rakic, P., & Kostović, I. (2011) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1105108108 · Cited by 1,411 · see citing works
Handbook of Developmental Cognitive Neuroscience
(2008) · The MIT Press eBooks · doi:10.7551/mitpress/7437.001.0001 · Cited by 1,188 · see citing works
Blair, C., & Diamond, A. (2008) · Development and Psychopathology · doi:10.1017/s0954579408000436 · Cited by 1,167 · see citing works
SÁNCHEZ, M. M., LADD, C. O., & PLOTSKY, P. M. (2001) · Development and Psychopathology · doi:10.1017/s0954579401003029 · Cited by 1,003 · see citing works
Liston, C., Miller, M. M., Goldwater, D. S., Radley, J. J., Rocher, A. B., Hof, P. R., Morrison, J. H., & McEwen, B. S. (2006) · The Journal of Neuroscience · doi:10.1523/jneurosci.1184-06.2006 · Cited by 968 · see citing works
Handbook of developmental psychology
Wolman, B. B., & Stricker, G. (1982) · Prentice Hall eBooks · Cited by 894 · see citing works
Inhibitory control and emotion regulation in preschool children
Carlson, S. M., & Wang, T. S. (2007) · Cognitive Development · doi:10.1016/j.cogdev.2007.08.002 · Cited by 701 · see citing works
Self-citationBehavioral and neural correlates of delay of gratification 40 years later
Casey, B. J., Somerville, L. H., Gotlib, I. H., Ayduk, O., Franklin, N. T., Askren, M. K., Jonides, J., Berman, M. G., Wilson, N. L., Teslovich, T., et al. (2011) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1108561108 · Cited by 683 · see citing works
Hongwanishkul, D., Happaney, K. R., Lee, W. S. C., & Zelazo, P. D. (2005) · Developmental Neuropsychology · doi:10.1207/s15326942dn2802_4 · Cited by 654 · see citing works
Rutter, M. L. (1998) · PubMed · Cited by 653 · see citing works
Developmental catch-up, and deficit, following adoption after severe global early privation
Rutter, M. (1998) · Journal of Child Psychology and Psychiatry · doi:10.1017/s0021963098002236 · Cited by 640 · see citing works
Inhibitory Control as a Contributor to Conscience in Childhood: From Toddler to Early School Age
Kochanska, G., Murray, K. T., & Coy, K. C. (1997) · Child Development · doi:10.1111/j.1467-8624.1997.tb01939.x · Cited by 620 · see citing works
Chugani, H. T., Behen, M. E., Muzik, O., Juhász, C., Nagy, F. T., & Chugani, D. C. (2001) · NeuroImage · doi:10.1006/nimg.2001.0917 · Cited by 577 · see citing works
Changes in cerebral functional organization during cognitive development
Casey, B. J., Galván, A., & Hare, T. A. (2005) · Current Opinion in Neurobiology · doi:10.1016/j.conb.2005.03.012 · Cited by 465 · see citing works
Neurodevelopmental Effects of Early Deprivation in Postinstitutionalized Children
Pollak, S. D., Nelson, C. A., Schlaak, M. F., Roeber, B. J., Wewerka, S. S., Wiik, K. L., Frenn, K. A., Loman, M. M., & Gunnar, M. R. (2010) · Child Development · doi:10.1111/j.1467-8624.2009.01391.x · Cited by 418 · see citing works
Self-citationExecutive Function and Theory of Mind in 2 Year Olds: A Family Affair?
Hughes, C. H., & Ensor, R. (2005) · Developmental Neuropsychology · doi:10.1207/s15326942dn2802_5 · Cited by 394 · see citing works
Stanford‐Binet Intelligence Scales
Kamphaus, R. W., & Juechter, J. I. (2010) · The Corsini Encyclopedia of Psychology · doi:10.1002/9780470479216.corpsy0941 · Cited by 387 · see citing works
Beckett, C., Maughan, B., Rutter, M., Castle, J., Colvert, E., Groothues, C., Kreppner, J., Stevens, S., O'Connor, T. G., & Sonuga-Barke, E. J. S. (2006) · Child Development · doi:10.1111/j.1467-8624.2006.00898.x · Cited by 377 · see citing works
Predicting Cognitive Control From Preschool to Late Adolescence and Young Adulthood
Eigsti, I.-M., Zayas, V., Mischel, W., Shoda, Y., Ayduk, O., Dadlani, M. B., Davidson, M. C., Aber, J. L., & Casey, B. J. (2006) · Psychological Science · doi:10.1111/j.1467-9280.2006.01732.x · Cited by 365 · see citing works
Inhibitory Control as a Contributor to Conscience in Childhood: From Toddler to Early School Age
Kochanska, G., Murray, K., & Coy, K. C. (1997) · Child Development · doi:10.2307/1131849 · Cited by 362 · see citing works
The Effects of Global Severe Privation on Cognitive Competence: Extension and Longitudinal Follow-up
O’Connor, T. G., Rutter, M., Beckett, C., Keaveney, L., Kreppner, J. M., & the English and Romanian Adoptees Study Team (2000) · Child Development · doi:10.1111/1467-8624.00151 · Cited by 353 · see citing works
Brake, W. G., Zhang, T. Y., Diorio, J., Meaney, M. J., & Gratton, A. (2004) · European Journal of Neuroscience · doi:10.1111/j.1460-9568.2004.03286.x · Cited by 342 · see citing works
Processes of change in brain and cognitive development
Johnson, M. H., & Munakata, Y. (2005) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2005.01.009 · Cited by 337 · see citing works
Gunnar, M. R., Fisher, P. A., & THE EARLY EXPERIENCE, S. (2006) · Development and Psychopathology · doi:10.1017/s0954579406060330 · Cited by 329 · see citing works
Self-citationCan inattention/overactivity be an institutional deprivation syndrome?
Kreppner, J. M., O'Connor, T. G., Rutter, M., & English and Romanian Adoptees Study Team (2001) · Journal of Abnormal Child Psychology · doi:10.1023/a:1012229209190 · Cited by 317 · see citing works
Roceri, M., Cirulli, F., Pessina, C., Peretto, P., Racagni, G., & Riva, M. A. (2004) · Biological Psychiatry · doi:10.1016/j.biopsych.2003.12.011 · Cited by 317 · see citing works
Differential rearing affects corpus callosum size and cognitive function of rhesus monkeys
Sánchez, M. M., Hearn, E. F., Do, D., Rilling, J. K., & Herndon, J. G. (1998) · Brain Research · doi:10.1016/s0006-8993(98)00857-9 · Cited by 282 · see citing works
Protecting Brains, Not Simply Stimulating Minds
Shonkoff, J. P. (2011) · Science · doi:10.1126/science.1206014 · Cited by 280 · see citing works
Effects of early psychosocial deprivation on the development of memory and executive function
Bos, K. J. (2009) · Frontiers in Behavioral Neuroscience · doi:10.3389/neuro.08.016.2009 · Cited by 274 · see citing works
Colvert, E., Rutter, M., Kreppner, J., Beckett, C., Castle, J., Groothues, C., Hawkins, A., Stevens, S., & Sonuga-Barke, E. J. S. (2008) · Journal of Abnormal Child Psychology · doi:10.1007/s10802-008-9232-x · Cited by 270 · see citing works
Executive Function in Preschool Children: Test–Retest Reliability
Beck, D. M., Schaefer, C., Pang, K., & Carlson, S. M. (2011) · Journal of Cognition and Development · doi:10.1080/15248372.2011.563485 · Cited by 262 · see citing works
Self-citationStevens, S. E., Sonuga-Barke, E. J. S., Kreppner, J. M., Beckett, C., Castle, J., Colvert, E., Groothues, C., Hawkins, A., & Rutter, M. (2008) · Journal of Abnormal Child Psychology · doi:10.1007/s10802-007-9185-5 · Cited by 254 · see citing works
Disinhibited social behavior among internationally adopted children
Bruce, J., Tarullo, A. R., & Gunnar, M. R. (2009) · Development and Psychopathology · doi:10.1017/s0954579409000108 · Cited by 214 · see citing works
Self-citationMullen Scales of Early Learning
(2012) · Springer eBooks · doi:10.1007/springerreference_184265 · Cited by 212 · see citing works
Early-Life Stress Induces Long-term Morphologic Changes in Primate Brain
Spinelli, S., Chefer, S. I., Suomi, S. J., Higley, J. D., Barr, C. S., & Stein, E. A. (2009) · Archives of General Psychiatry · doi:10.1001/archgenpsychiatry.2009.52 · Cited by 193 · see citing works
Butts, K. A., Weinberg, J., Young, A. H., & Phillips, A. G. (2011) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1111746108 · Cited by 182 · see citing works
Lovic, V., & Fleming, A. S. (2003) · Behavioural Brain Research · doi:10.1016/s0166-4328(03)00206-7 · Cited by 170 · see citing works
Cerebellar volume and cognitive functioning in children who experienced early deprivation
Bauer, P. M., Hanson, J. L., Pierson, R. K., Davidson, R. J., & Pollak, S. D. (2009) · Biological Psychiatry · doi:10.1016/j.biopsych.2009.06.014 · Cited by 167 · see citing works
Mischel, W., & Ayduk, Ö. N. (2002) · Self and Identity · doi:10.1080/152988602317319285 · Cited by 155 · see citing works
McLaughlin, K. A., Fox, N. A., Zeanah, C. H., Sheridan, M. A., Marshall, P., & Nelson, C. A. (2010) · Biological Psychiatry · doi:10.1016/j.biopsych.2010.04.005 · Cited by 144 · see citing works
Handbook of Developmental Psychology
Valsiner, J., & Connolly, K. (2005) · SAGE Publications Ltd eBooks · doi:10.4135/9781848608306 · Cited by 109 · see citing works
Cognitive Assessment for the Youngest Children: A Critical Review of Tests
Bradley‐Johnson, S. (2001) · Journal of Psychoeducational Assessment · doi:10.1177/073428290101900102 · Cited by 87 · see citing works
Merz, E. C., & McCall, R. B. (2011) · Journal of Child Psychology and Psychiatry · doi:10.1111/j.1469-7610.2010.02335.x · Cited by 78 · see citing works
Developmental and Behavioral Performance of Internationally Adopted Preschoolers: A Pilot Study
Jacobs, E., Miller, L. C., & Tirella, L. G. (2009) · Child Psychiatry & Human Development · doi:10.1007/s10578-009-0149-6 · Cited by 77 · see citing works
Tarullo, A. R., Garvin, M. C., & Gunnar, M. R. (2011) · Developmental Psychology · doi:10.1037/a0021363 · Cited by 71 · see citing works
Self-citationBehen, M. E., Muzik, O., Saporta, A. S. D., Wilson, B. J., Pai, D., Hua, J., & Chugani, H. T. (2009) · Brain Imaging and Behavior · doi:10.1007/s11682-009-9071-6 · Cited by 67 · see citing works
General measures of cognition for the preschool child
Lichtenberger, E. O. (2005) · Mental Retardation and Developmental Disabilities Research Reviews · doi:10.1002/mrdd.20076 · Cited by 55 · see citing works
Institutionalization, Romanian Adoptions and Executive Functioning
Groza, V. K., Ryan, S. D., & Thomas, S. (2008) · Child and Adolescent Social Work Journal · doi:10.1007/s10560-008-0120-6 · Cited by 23 · see citing works
Stanford-Binet Intelligence Scales
Willoughby, B. (2018) · The SAGE Encyclopedia of Intellectual and Developmental Disorders · doi:10.4135/9781483392271.n482 · Cited by 23 · see citing works
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Callaghan, B. L., & Tottenham, N. (2016) · Current Opinion in Behavioral Sciences · doi:10.1016/j.cobeha.2015.11.018 · Cited by 585 · see citing works
Neglect as a violation of species-expectant experience: neurodevelopmental consequences
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Graham, A. M., Rasmussen, J. M., Rudolph, M. D., Heim, C. M., Gilmore, J. H., Styner, M., Potkin, S. G., Entringer, S., Wadhwa, P. D., Fair, D. A., et al. (2018) · Biological Psychiatry · doi:10.1016/j.biopsych.2017.05.027 · Cited by 282 · see citing works
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- Authors
- Hostinar, C. E., Stellern, S. A., Schaefer, C., Carlson, S. M., & Gunnar, M. R.
- Affiliations
- University of Minnesota (US)
- Venue
- Proceedings of the National Academy of Sciences
- Publisher
- National Academy of Sciences
- Published
- 2012-10-09
- Volume
- 109
- Issue
- supplement_2
- Pages
- 17208-17212
- ISSN
- 0027-8424 (ISSN-L)
- 1091-6490
- PMC
- PMC3477377
- OpenAlex
- W2154643691
- Cited by
- 234
- References
- 57
- Citations by year
- 2026: 14 · 2025: 8 · 2024: 9 · 2023: 14 · 2022: 13 · 2021: 38 · 2020: 28 · 2019: 18 · 2018: 12 · 2017: 22 · 2016: 17 · 2015: 19 · 2014: 14 · 2013: 6 · 2012: 1
- FWCI
- 33.29
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Proceedings of the National Academy of Sciences (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Funders
- University of Minnesota
- Center for Neurobehavioral Development
- National Institute of Mental Health (MH 078105, P50MH078105, MH080905, R01MH080905)
- Eunice Kennedy Shriver National Institute of Child Health and Human Development (R01HD051495)
- Topics
- Social Sciences › Safety Research › Child Welfare and Adoption
- Social Sciences › Psychology › Clinical Psychology › Child Abuse and Trauma
- Social Sciences › Psychology › Clinical Psychology › Child and Adolescent Psychosocial and Emotional Development
- Keywords
- childhood adversity, executive function, international adoption, orphanage care, institutional care, cognitive flexibility, working memory, inhibitory control, early deprivation, prefrontal cortex development
- MeSH terms
- Adoption, Child, Child, Preschool, Female, Humans, Infant, Intelligence, Life Expectancy, Male, Orphanages, Internationality, Executive Function
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