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Testing Deprivation and Threat: A Preregistered Network Analysis of the Dimensions of Early Adversity.

Sofia CarozzaJoni HolmesDuncan E Astle
Published in: Psychological science (2022)
Despite abundant evidence of the detrimental effects of childhood adversity, its nature and underlying mechanisms remain contested. One influential theory, the dimensional model of adversity and psychopathology , proposes deprivation and threat as distinct dimensions of early experience. In this preregistered analysis of data from the Avon Longitudinal Study of Parents and Children (ALSPAC), we used a network and clustering approach to assess the dimensionality of relationships between childhood adversity and adolescent cognition and emotional functioning, and we used recursive partitioning to identify timing effects. We found evidence that deprivation and threat are separate dimensions of adversity and that early experiences of deprivation cluster with later measures of cognition and emotional functioning. This cluster varies by age of exposure; it includes fewer forms of deprivation as children grow from infancy to middle childhood. Our measures did not form a specific cluster linking threat to emotional functioning.
Keyphrases
  • early life
  • young adults
  • mental health
  • childhood cancer
  • mild cognitive impairment
  • electronic health record
  • body mass index
  • big data
  • artificial intelligence
  • single cell
  • network analysis