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

Publication Details

Journal
CrimRxiv
Published
2026-09-19
DOI
https://doi.org/10.21428/cb6ab371.a0598a7c
Primary Topic
Crime Patterns and Interventions
Type
preprint
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
preprint

Self-report and administrative adversity measures can have opposite associations with adult cognition: Evidence from 10 years of data

Stefan Vermeent, Nicole Walasek, Willem Frankenhuis
CrimRxiv
Crime Patterns and Interventions
preprint

Self-report and administrative adversity measures can have opposite associations with adult cognition: Evidence from 10 years of data

Stefan Vermeent, Nicole Walasek, Willem Frankenhuis
preprint en

Abstract

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.

CrimRxiv
Peace, Justice and strong institutions
Crime Patterns and Interventions
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Self-report and administrative adversity measures can have opposite associations with adult cognition: Evidence from 10 years of data — Stefan Vermeent, Nicole Walasek, et al. · CrimRxiv (2026) | TGRS Research Map | TGRS