Literature DB >> 31869484

Network structure reveals clusters of associations between childhood adversities and development outcomes.

Margaret A Sheridan1, Feng Shi1, Adam B Miller1, Carmel Salhi2, Katie A McLaughlin3.   

Abstract

Exposure to childhood adversity is common and associated with a host of negative developmental outcomes. The most common approach used to examine the consequences of adversity exposure is a cumulative risk model. Recently, we have proposed a novel approach, the dimensional model of adversity and psychopathology (DMAP), where different dimensions of adversity are hypothesized to impact health and well-being through different pathways. We expect deprivation to primarily disrupt cognitive processing, whereas we expect threat to primarily alter emotional reactivity and automatic regulation. Recent hypothesis-driven approaches provide support for these differential associations of deprivation and threat on developmental outcomes. However, it is not clear whether these patterns would emerge using data-driven approaches. Here we use a network analytic approach to identify clusters of related adversity exposures and outcomes in an initial study (Study 1: N = 277 adolescents aged 16-17 years; 55.1% female) and a replication (Study 2: N = 262 children aged 8-16 years; 45.4% female). We statistically compare our observed clusters with our hypothesized DMAP model and a clustering we hypothesize would be the result of a cumulative stress model. In both samples we observed a network structure consistent with the DMAP model and statistically different than the hypothesized cumulative stress model. Future work seeking to identify in the pathways through which adversity impacts development should consider multiple dimensions of adversity.
© 2019 John Wiley & Sons Ltd.

Entities:  

Keywords:  adversity; deprivation and threat; dimensional model; emotion regulation; executive function; graph theory; network analysis

Mesh:

Year:  2020        PMID: 31869484      PMCID: PMC7308216          DOI: 10.1111/desc.12934

Source DB:  PubMed          Journal:  Dev Sci        ISSN: 1363-755X


  56 in total

1.  Finding community structure in networks using the eigenvectors of matrices.

Authors:  M E J Newman
Journal:  Phys Rev E Stat Nonlin Soft Matter Phys       Date:  2006-09-11

2.  Near linear time algorithm to detect community structures in large-scale networks.

Authors:  Usha Nandini Raghavan; Réka Albert; Soundar Kumara
Journal:  Phys Rev E Stat Nonlin Soft Matter Phys       Date:  2007-09-11

Review 3.  Deviations from the expectable environment in early childhood and emerging psychopathology.

Authors:  Kathryn L Humphreys; Charles H Zeanah
Journal:  Neuropsychopharmacology       Date:  2014-07-07       Impact factor: 7.853

4.  A tutorial on regularized partial correlation networks.

Authors:  Sacha Epskamp; Eiko I Fried
Journal:  Psychol Methods       Date:  2018-03-29

5.  Attention biases to threat link behavioral inhibition to social withdrawal over time in very young children.

Authors:  Koraly Pérez-Edgar; Bethany C Reeb-Sutherland; Jennifer Martin McDermott; Lauren K White; Heather A Henderson; Kathryn A Degnan; Amie A Hane; Daniel S Pine; Nathan A Fox
Journal:  J Abnorm Child Psychol       Date:  2011-08

Review 6.  Selective attention to threat versus reward: meta-analysis and neural-network modeling of the dot-probe task.

Authors:  Paul A Frewen; David J A Dozois; Marc F Joanisse; Richard W J Neufeld
Journal:  Clin Psychol Rev       Date:  2007-05-25

7.  Socioeconomic disparities in academic achievement: A multi-modal investigation of neural mechanisms in children and adolescents.

Authors:  Maya L Rosen; Margaret A Sheridan; Kelly A Sambrook; Andrew N Meltzoff; Katie A McLaughlin
Journal:  Neuroimage       Date:  2018-02-25       Impact factor: 6.556

8.  Dimensions of Adversity, Physiological Reactivity, and Externalizing Psychopathology in Adolescence: Deprivation and Threat.

Authors:  Daniel S Busso; Katie A McLaughlin; Margaret A Sheridan
Journal:  Psychosom Med       Date:  2017 Feb/Mar       Impact factor: 4.312

9.  Temperament and Attention as Core Mechanisms in the Early Emergence of Anxiety.

Authors:  Koraly Pérez-Edgar; Bradley Taber-Thomas; Eran Auday; Santiago Morales
Journal:  Contrib Hum Dev       Date:  2014

10.  Early deprivation disruption of associative learning is a developmental pathway to depression and social problems.

Authors:  Margaret A Sheridan; Katie A McLaughlin; Warren Winter; Nathan Fox; Charles Zeanah; Charles A Nelson
Journal:  Nat Commun       Date:  2018-06-07       Impact factor: 14.919

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  10 in total

1.  Childhood Adversity and Neural Development: A Systematic Review.

Authors:  Katie A McLaughlin; David Weissman; Debbie Bitrán
Journal:  Annu Rev Dev Psychol       Date:  2019-12-12

Review 2.  Capitalizing on Neuroplasticity Across Development to Redirect Pathways from Juvenile Justice Involvement.

Authors:  Shannon Chaplo; Diana Fishbein
Journal:  Curr Top Behav Neurosci       Date:  2022

Review 3.  The Value of Dimensional Models of Early Experience: Thinking Clearly About Concepts and Categories.

Authors:  Katie A McLaughlin; Margaret A Sheridan; Kathryn L Humphreys; Jay Belsky; Bruce J Ellis
Journal:  Perspect Psychol Sci       Date:  2021-09-07

Review 4.  Adversity and Emotional Functioning.

Authors:  Helen M Milojevich; Kristen A Lindquist; Margaret A Sheridan
Journal:  Affect Sci       Date:  2021-09-18

5.  Heterogeneity in caregiving-related early adversity: Creating stable dimensions and subtypes.

Authors:  Aki Nikolaidis; Charlotte Heleniak; Andrea Fields; Paul A Bloom; Michelle VanTieghem; Anna Vannucci; Nicolas L Camacho; Tricia Choy; Lisa Gibson; Chelsea Harmon; Syntia S Hadis; Ian J Douglas; Michael P Milham; Nim Tottenham
Journal:  Dev Psychopathol       Date:  2022-03-22

6.  Measuring early life adversity: A dimensional approach.

Authors:  Ilana S Berman; Katie A McLaughlin; Nim Tottenham; Keith Godfrey; Teresa Seeman; Eric Loucks; Stephen Suomi; Andrea Danese; Margaret A Sheridan
Journal:  Dev Psychopathol       Date:  2022-03-22

7.  Thinking Clearly About Biology and Childhood Adversity: Next Steps for Continued Progress.

Authors:  Seth D Pollak; Karen E Smith
Journal:  Perspect Psychol Sci       Date:  2021-09-07

8.  Comparison of three models of adverse childhood experiences: Associations with child and adolescent internalizing and externalizing symptoms.

Authors:  Lauren M Henry; Kathy Gracey; April Shaffer; Jon Ebert; Tarah Kuhn; Kelly H Watson; Meredith Gruhn; Allison Vreeland; Rachel Siciliano; Lindsay Dickey; Victoria Lawson; Cassandra Broll; David A Cole; Bruce E Compas
Journal:  J Abnorm Psychol       Date:  2020-12-03

Review 9.  Social Functioning in Individuals Affected by Childhood Maltreatment: Establishing a Research Agenda to Inform Interventions.

Authors:  Monique C Pfaltz; Sarah L Halligan; Shilat Haim-Nachum; Marie R Sopp; Fredrik Åhs; Rahel Bachem; Eleonora Bartoli; Habte Belete; Tilahun Belete; Azi Berzengi; Daniel Dukes; Aziz Essadek; Naved Iqbal; Laura Jobson; Rachel Langevin; Einat Levy-Gigi; Antonia M Lüönd; Chantal Martin-Soelch; Tanja Michael; Misari Oe; Miranda Olff; Deniz Ceylan; Vijaya Raghavan; Muniarajan Ramakrishnan; Vedat Sar; Georgina Spies; Dany Laure Wadji; Rachel Wamser-Nanney; Natalia E Fares-Otero; Ulrich Schnyder; Soraya Seedat
Journal:  Psychother Psychosom       Date:  2022-04-05       Impact factor: 25.617

10.  Differences in late adolescent psychopathology among youth with histories of co-occurring abuse and neglect experiences.

Authors:  Miguel T Villodas; Nicholas M Morelli; Kajung Hong; Jacqueline Duong; Meghan C Evans; Damian Elson; Emma Rose; Giorgia Picci; Diana Fishbein
Journal:  Child Abuse Negl       Date:  2021-07-15
  10 in total

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