Self-report and administrative adversity measures can have opposite associations with adult cognition: Evidence from 10 years of data
Adversity research typically relies on self-report or aggregates of administrative data, rarely combining measures from both data sources over time. Here, we leverage Dutch administrative data and self-report measures to enable fine-grained, longitudinal tracking of individuals’ environments over a decade. We examine associations between five adversity dimensions—neighborhood threat, unpredictability in neighborhood threat, crime victimization, material deprivation, and health issues—with executive functioning and working memory in two adult samples (N = 1,024; N = 737). Self-report and administrative measures were only moderately correlated, suggesting they capture partially distinct adversity facets. We find that associations with cognitive outcomes mainly occur for neighborhood-level measures. Critically, although associations with administrative and self-report measures converged for some cognitive outcomes, they diverged for others. Specifically, self-reported adversity predicted intact or lowered performance, while administrative measures predicted intact or enhanced performance. These findings highlight the importance of illuminating the effects of adversity through multiple lenses.
Authors
- Stefan Vermeent (ORCID: https://orcid.org/0000-0002-9595-5373)
- Nicole Walasek (ORCID: https://orcid.org/0000-0003-4411-319X)
- Willem Frankenhuis
Publication Details
- Journal
- CrimRxiv
- Published
- 2026-09-19
- DOI
- https://doi.org/10.21428/cb6ab371.a0598a7c
- Primary Topic
- Crime Patterns and Interventions
- Type
- preprint