Evidence map›Paper›PMID 42301952›Full record

ArticleEuropean journal of public health2026

Childhood social characteristics and drug-related mortality by age 41: a register-based study of Finnish birth cohorts 1982-2004.

Sini P Laakso, Lauren Bishop, Juha Luukkonen, Lasse Tarkiainen, Pekka Martikainen

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Article in European journal of public health, 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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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Sini P LaaksoHelsinki Institute for Demography and Population Health, University of Helsinki, Helsinki, Finland.ORCID 0009-0000-0264-2179
Lauren BishopHelsinki Institute for Demography and Population Health, University of Helsinki, Helsinki, Finland.ORCID 0000-0001-6956-8532
Juha LuukkonenHelsinki Institute for Demography and Population Health, University of Helsinki, Helsinki, Finland.ORCID 0000-0002-2286-0349
Lasse TarkiainenHelsinki Institute for Demography and Population Health, University of Helsinki, Helsinki, Finland.ORCID 0000-0002-2003-2531
Pekka MartikainenHelsinki Institute for Demography and Population Health, University of Helsinki, Helsinki, Finland.ORCID 0000-0001-9374-1438

Funding

cities of Helsinki, Vantaa and EspooEuropean Research CouncilEuropean Union's Horizon 2020 101019329Helsinki University LibraryJane and Aatos Erkko Foundation #210046LIFECON #345219Max Planck Society #5714240218Max Planck-University of Helsinki CenterResearch Council of Finland profiling grants for SWAN and FooDrugStrategic Research Council within the Research Council of Finland #352543-352572University of Helsinki #77204227
6 · The paper itself

Abstract

Attained socioeconomic position is associated with drug-related deaths, but whether social characteristics in childhood predict drug-related mortality remains unclear. We estimated differences in drug-related mortality between ages 16 and 41 by parental education, household income, and household type. We used administrative data on all Finnish residents born 1982-2004 (N = 1 446 548). Underlying and contributory causes of drug-related mortality (1997-2023) were drawn from Causes of Death Register records and parental education, household income and household type (age 15) were derived from administrative records. Differences in drug-related mortality by childhood social characteristics and their co-occurrence were estimated using sex-stratified Cox regression. Birth cohort differences were estimated using Kaplan-Meier failure curves. The drug-related mortality rate per 100 000 person-years for men (21.9, 95% CI: 21.1-22.8) was over 3× higher than that of women (5.7, 5.3-6.2). Among both men and women, respectively, lower parental education (basic: HR 1.86, 1.63-2.11; HR 1.78, 1.37-2.32) and non-nuclear household type (single-parent households: HR 2.10, 1.89-2.33; HR 3.06, 2.46-3.79) independently predicted higher mortality hazards net of all predictors, whereas the estimates for household income greatly attenuated. Interaction analyses between parental education and household type suggested larger relative increases in mortality hazards by lower parental education among individuals from non-nuclear families. Mortality differences were consistently observed across birth cohorts. Childhood household type and parental education independently predicted subsequent drug-related mortality among men and women. Children of lower educated parents from non-nuclear families had the highest excess risk.

Indexed as

Substance-Related DisordersAdolescentAdultBirth CohortCohort StudiesEducational StatusFemaleFinlandHumansMaleRegistriesSocioeconomic Disparities in HealthSocioeconomic FactorsYoung Adult

Identifiers

PMID42301952
PMCPMC13271240

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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 OpenQuestion graph.