Evidence map›Paper›PMID 28158896›Full record

ArticleJournal of child psychology and psychiatry, and allied disciplines2017

Early adversity and learning: implications for typical and atypical behavioral development.

Jamie L Hanson, Wouter van den Bos, Barbara J Roeber, Karen D Rudolph, Richard J Davidson, Seth D Pollak

Open access · greenAbstract read
In one paragraph

Article in Journal of child psychology and psychiatry, and allied disciplines, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 73 papers, 3 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
73citing papers in PubMed, 3 pooled it
14.5field-weighted citation impact, top 1% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

73 citing papers in PubMed, 3 syntheses or guidelines pooled it, 138 citations in OpenAlex.

  1. Pooled it
  2. How childhood adversity affects components of decision making.Neuroscience and biobehavioral reviews · 2025
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  10. Positive affect as a developmental mediator of early adversity and internalizing psychopathology.Journal of child psychology and psychiatry, and allied disciplines · 2026
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  11. Correction of Reward Processing Deficits in Youth with Disruptive Behavior and Trauma Exposure: A Pilot Study of Neural Responses to Fluoxetine.Clinical psychopharmacology and neuroscience : the official scientific journal of the Korean College of Neuropsychopharmacology · 2026
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13 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors at 3 institutions in 2 countries.

Jamie L HansonDepartment of Psychology, University of Wisconsin-Madison, Madison, WI, USA.ORCID http://orcid.org/0000-0002-0469-8886
Wouter van den BosCenter for Adaptive Rationality, Max Planck Institute for Human Development, Berlin, Germany.ORCID http://orcid.org/0000-0002-8017-3790
Barbara J RoeberWaisman Center, University of Wisconsin-Madison, Madison, WI, USA.
Karen D RudolphDepartment of Psychology, University of Illinois at Urbana-Champaign, Champaign, IL, USA.
Richard J DavidsonDepartment of Psychology, University of Wisconsin-Madison, Madison, WI, USA.
Seth D PollakDepartment of Psychology, University of Wisconsin-Madison, Madison, WI, USA.
University of Wisconsin–Madison · USMax Planck Institute for Human Development · DEUniversity of Illinois Urbana-Champaign · US

Funding

WISCONSIN CENTER ON MENTAL RETARDATION: CORE SUPPORTP30HD003352 · NICHD · UNIVERSITY OF WISCONSIN-MADISON · PI MAILICK, MARSHA RUTH · 1985 to 2015
$25.2M
Emotion Processing:Risk for Psychopathology in ChildrenR01MH061285 · NIMH · UNIVERSITY OF WISCONSIN-MADISON · PI SETH D POLLAK · 2001 to 2026
$12.4M
Summer Research ExperienceP50MH100031 · NIMH · UNIVERSITY OF WISCONSIN-MADISON · PI GOLDSMITH, HAROLD HILL · 2013 to 2017
$10.4M
STRESS EXPOSURE, HPA ACTIVITY AND RISK FOR ADOLESCENT INTERNALIZING DISORDERSP50MH084051 · NIMH · UNIVERSITY OF WISCONSIN-MADISON · PI ALEXANDER, ANDREW L · 2008 to 2012
$9.6M
Neural Substrates of Affective Style and Emotion RegulationR01MH043454 · NIMH · UNIVERSITY OF WISCONSIN-MADISON · PI DAVIDSON, RICHARD J, SCHAEFER, STACEY M · 1989 to 2022
$9.6M
EMOTIONAL REACTIVITY AND ANTERIOR BRAIN ASYMMETRYR37MH043454 · NIMH · UNIVERSITY OF WISCONSIN MADISON · PI DAVIDSON, RICHARD J · 1996 to 2005
$2.4M
Neurobehavioral Correlates of Early DeprivationR01MH068858 · NIMH · UNIVERSITY OF WISCONSIN-MADISON · PI POLLAK, SETH D · 2004 to 2008
$1.5M
Neurodevelopmental Correlates of Reward Processing and Adolescent Substance AbuseF31DA028087 · NIDA · UNIVERSITY OF WISCONSIN-MADISON · PI HANSON, JAMIE LARS · 2010 to 2012
$85k
NICHD NIH HHS P30 HD003352NIDA NIH HHS F31 DA028087NIMH NIH HHS P50 MH084051NIMH NIH HHS P50 MH100031NIMH NIH HHS R01 MH043454NIMH NIH HHS R01 MH061285NIMH NIH HHS R01 MH068858NIMH NIH HHS R37 MH043454
6 · The paper itself

Abstract

backgroundChildren who experience early adversity often develop emotion regulatory problems, but little is known about the mechanisms that mediate this relation. We tested whether general associative learning processes contribute to associations between adversity, in the form of child maltreatment, and negative behavioral outcomes.

methodsEighty-one participants between 12 and 17 years of age were recruited for this study and completed a probabilistic learning Task. Forty-one of these participants had been exposed to physical abuse, a form of early adversity. Forty additional participants without any known history of maltreatment served as a comparison group. All participants (and their parents) also completed portions of the Youth Life Stress Interview to understand adolescent's behavior. We calculated measures of associative learning, and also constructed mathematical models of learning.

resultsWe found that adolescents exposed to high levels of adversity early in their lives had lower levels of associative learning than comparison adolescents. In addition, we found that impaired associative learning partially explained the higher levels of behavioral problems among youth who suffered early adversity. Using mathematical models, we also found that two components of learning were specifically affected in children exposed to adversity: choice variability and biases in their beliefs about the likelihood of rewards in the environment.

conclusionsParticipants who had been exposed to early adversity were less able than their peers to correctly learn which stimuli were likely to result in reward, even after repeated feedback. These individuals also used information about known rewards in their environments less often. In addition, individuals exposed to adversity made decisions early in the learning process as if rewards were less consistent and occurred more at random. These data suggest one mechanism through which early life experience shapes behavioral development.

Indexed as

Problem BehaviorRewardAdolescentAdolescent BehaviorAssociation LearningChildChild AbuseDecision MakingFemaleHumansMaleModels, TheoreticalProbability Learningchild abusechild developmentearly life experienceLearningsocial behavior

Identifiers

PMID28158896
PMCPMC5474156
OpenAlexW2584999836

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.