Evidence mapPaperPMID 40069939Full record

ArticleAmerican journal of epidemiology2026

Association of neighborhood and individual-level socioeconomic disadvantage in childhood and adulthood with cognitive function in mid-adulthood: Cardiovascular Risk in Young Finns Study.

Katriina Heikkilä, Sari Stenholm, Jaana Pentti, Jussi Vahtera, Marko Elovainio, Laura Pulkki-Råback, Markus Juonala, Katja Pahkala, Ari Ahola-Olli, Nina Hutri and 8 more

Abstract read
In one paragraph

Article in American journal of epidemiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
field-weighted citation impact
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

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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

18 authors.

Katriina HeikkiläDepartment of Public Health, University of Turku, 20520 Turku, Finland.
Sari StenholmDepartment of Public Health, University of Turku, 20520 Turku, Finland.
Jaana PenttiDepartment of Public Health, University of Turku, 20520 Turku, Finland.
Jussi VahteraDepartment of Public Health, University of Turku, 20520 Turku, Finland.
Marko ElovainioUnit of Clinical Medicine, Faculty of Medicine, University of Oulu, 90014 Oulu, Finland.
Laura Pulkki-RåbackDepartment of Psychology and Logopedics, Faculty of Medicine, University of Helsinki, 00014 Helsinki, Finland.
Markus JuonalaDepartment of Medicine, University of Turku, and Division of Medicine, Turku University Hospital, Turku, Finland.
Katja PahkalaCentre for Population Health Research, University of Turku and Turku University Hospital, 20520 Turku, Finland.
Ari Ahola-OlliDepartment of Internal Medicine, Turku University Hospital, 20521 Turku, Finland.
Nina HutriTampere Centre for Skills Training and Simulation, Faculty of Medicine and Health Technology, University of Tampere, 33521 Tampere, Finland.
Terho LehtimäkiTampere Centre for Skills Training and Simulation, Faculty of Medicine and Health Technology, University of Tampere, 33521 Tampere, Finland.
Eero JokinenDepartment of Paediatrics, University of Helsinki and Division of Paediatric Cardiology, New Children's Hospital, Helsinki University Hospital, 00029 Helsinki, Finland.
Tomi P LaitinenDepartment of Clinical Physiology and Nuclear Medicine, University of Eastern Finland and Kuopio University Hospital, 70029 Kuopio, Finland.
Leena TaittonenDepartment of Pediatrics, Tampere University Hospital and Faculty of Medicine and Health Technology, Tampere University, 33100 Tampere, Finland.
Päivi TossavainenDepartment of Pediatrics, Research Unit of Clinical Medicine, MRC Oulu, University of Oulu, 90014 Oulu, Finland.
Jorma S A ViikariDepartment of Medicine, University of Turku, and Division of Medicine, Turku University Hospital, Turku, Finland.
Olli T RaitakariCentre for Population Health Research, University of Turku and Turku University Hospital, 20520 Turku, Finland.
Suvi P RovioDepartment of Public Health, University of Turku, 20520 Turku, Finland.

Funding

European Research Council 742927Juho Vainio Foundation, Paavo Nurmi Foundation, Finnish Foundation for Cardiovascular Research, Finnish Cultural Foundation, Sigrid Juselius Foundation, Tampere Tuberculosis Foundation, Emil Aaltonen Foundation, Yrjö Jahnsson Foundation, Signe and Ane Gyllenberg Foundation, Diabetes Research Foundation of Finnish Diabetes Association, EU Horizon 2020 755320Juho Vainio Foundation, Paavo Nurmi Foundation, Finnish Foundation for Cardiovascular Research, Finnish Cultural Foundation, Sigrid Juselius Foundation, Tampere Tuberculosis Foundation, Emil Aaltonen Foundation, Yrjö Jahnsson Foundation, Signe and Ane Gyllenberg Foundation, Diabetes Research Foundation of Finnish Diabetes Association, EU Horizon 2020 848146Research Council Finland 117797Research Council Finland 121584Research Council Finland 124282Research Council Finland 126925Research Council Finland 129378Research Council Finland 134309Research Council Finland 141071Research Council Finland 286284Research Council Finland 322098Research Council Finland 347850Research Council Finland 356405Social Insurance Institution of Finland, Competitive State Research Financing of the Expert Responsibility area of Kuopio, Tampere and Turku University Hospitals X51001Tampere University Hospital Supporting Foundation, Finnish Society of Clinical Chemistry, Cancer Foundation Finland, pBETTER4U_EU
6 · The paper itself

Abstract

Socioeconomic disadvantage at individual level is associated with poor cognitive outcomes but the link of neighborhood disadvantage with cognitive function is unclear. We used data from Young Finns Study, a population-based cohort, to examine the associations of neighborhood and individual-level disadvantage in childhood (age 3-21 years) and adulthood (age 22 up to the time of cognitive assessment) with cognitive function in mid-adulthood (age 35-49 years). Neighborhood disadvantage was ascertained based on register data, including geo-coded address history. Compared to individuals who experienced neither individual-level nor neighborhood disadvantage in childhood, those who experienced both had, on average, 0.236 SDs lower overall cognitive function scores (95% CI: -0.355 to -0.116) and those who experienced individual-level but not neighborhood disadvantage had 0.196 SDs lower scores (95% CI, -0.323 to -0.070). The estimates were slightly larger for adult individual-level and neighborhood disadvantage. The findings were similar across the cognitive domains and robust to adjustment for a polygenic risk score for cognitive ability. We found no clear evidence of sleep difficulties, depressive symptoms or cardiovascular health mediating the associations. Our findings suggest that socioeconomic disadvantage at individual-level but not neighborhood-level, from childhood to adulthood, may impact on cognitive function in mid-adulthood.

Indexed as

Cardiovascular DiseasesCognitionNeighborhood CharacteristicsResidence CharacteristicsAdolescentAdultChildChild, PreschoolFemaleFinlandHumansMaleMiddle AgedRisk FactorsSocioeconomic Disparities in HealthSocioeconomic Factorscognitive functioncohort studylife courselongitudinal studyneighborhoodsocioeconomic disadvantage

Identifiers

PMID40069939
PMCPMC13017469

What Socratic holds

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LicenceCC BY-NC
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Registered trials

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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 Socratic graph.