ArticleJAMA psychiatry2018
Academic Achievement and Drug Abuse Risk Assessed Using Instrumental Variable Analysis and Co-relative Designs.
Article in JAMA psychiatry, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.
What it found
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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.
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Who cites it
18 citing papers in PubMed, 35 citations in OpenAlex.
- Substance use disorders among refugee and non-refugee immigrants in Sweden.European journal of public health · 2026Article
- Psychosocial and Socioeconomic Patterns of Post-Rehabilitation Reintegration Among Former Substance Users in China: An Exploratory Multiple Correspondence Analysis of Administrative Case Records.Behavioral sciences (Basel, Switzerland) · 2026Article
- Elucidating psychosocial outcome profiles as a function of aggregate genetic risk for suicide attempt and alcohol use disorder.Translational psychiatry · 2026Article
- Parental income and drug use disorder among second-generation individuals in Sweden: effect modification by immigrant background and region of origin.BMC public health · 2026Article
- The causal impact of older siblings' academic achievement on younger siblings' risk for drug use disorder: instrumental variable and propensity score analyses.Psychological medicine · 2026Article
- Prevalence of chemsex and associated factors among gay, bisexual, and other men who have sex with men in Nepal: findings from an online national survey.Scientific reports · 2025Article
- Psychosocial factors behind addiction-a six-wave longitudinal comparison of at-risk gambling and drinking.Alcohol and alcoholism (Oxford, Oxfordshire) · 2024Article
- Genetic contribution to disease-course severity and progression in the SUPER-Finland study, a cohort of 10,403 individuals with psychotic disorders.Molecular psychiatry · 2024Article
- Substance use patterns and negative urine opioid screen among patients on methadone treatment at a referral hospital in Nairobi, Kenya.PLOS mental health · 2024Article
- The Impact of the Good Behavior Game on Risk for Drug Use Disorder in an Agent-Based Model of Southern Sweden.Journal of studies on alcohol and drugs · 2023Article
- The moderation of the genetic risk for alcohol and drug use disorders in a Swedish national sample by the genetic aptitude for educational attainment.Psychological medicine · 2023Article
- Interparental and Intergenerational Co-parenting Conflict and Adolescent Academic Performance: The Mediating Roles of Adolescent Academic Engagement and Depression.International journal of environmental research and public health · 2022Article
- The causal effect of education and cognitive performance on risk for suicide attempt: A combined instrumental variable and co-relative approach in a Swedish national cohort.Journal of affective disorders · 2022Article
- The causal effect of resilience on risk for drug abuse: a Swedish national instrumental variable, co-relative and propensity-score analysis.Psychological medicine · 2021Article
- Evidence for a Causal Relationship Between Academic Achievement and Cigarette Smoking.Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco · 2021Article
- Nature of the Causal Relationship Between Academic Achievement and the Risk for Alcohol Use Disorder.Journal of studies on alcohol and drugs · 2020Article
- Applying Causal Inference Methods in Psychiatric Epidemiology: A Review.JAMA psychiatry · 2020Review
- Promoting education is preventive medicine at its best.Pediatric research · 2020Article
Corrections and comments
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Authors and funding
6 authors at 5 institutions in 3 countries.
Funding
Abstract
Importance: Low academic achievement (AA) in childhood and adolescence is associated with increased substance use. Empirical evidence, using longitudinal epidemiologic data, may provide support for interventions to improve AA as a means to reduce risk of drug abuse (DA). Objective: To clarify the nature of the association between adolescent AA and risk of DA by using instrumental variable and co-relative analysis designs. Design, Setting, and Participants: This study, assessing nationwide data from individuals born in Sweden between 1971 and 1982, used instrumental variable and co-relative analyses of the association between AA and DA. The instrument was month of birth. Co-relative analyses were conducted in pairs of cousins (263 222 pairs), full siblings (154 295), and monozygotic twins (1623) discordant for AA, with raw results fitted to a genetic model. The AA-DA association was modeled using Cox regression. Data analysis was conducted from October 2017 to January 2018. Exposures: Academic achievement assessed at 16 years of age (for instrumental variable analyses), and estimated discordance in AA in pairs of monozygotic twins (for co-relative analyses). Main Outcomes and Measures: Drug abuse registration in national medical, criminal, or pharmacy registries. Results: This instrumental variable analysis included 934 462 participants (478 341 males and 456 121 females) with a mean (SD) age of 34.7 (4.3) years at a mean follow-up of 19 years. Earlier month of birth was associated with a linear effect on AA, with the regression coefficient per month equaling -0.0225 SDs (95% CI, -0.0231 to -0.0219). Controlling for AA, month of birth had no association with risk of DA (hazard ratio [HR], 1.000; 95% CI, 0.997-1.004). Lower AA had a significant association with risk of subsequent DA registration (HR per SD, 2.33; 95% CI, 2.30-2.35). Instrumental variable analysis produced a substantial but modestly attenuated association (HR, 2.04; 95% CI, 1.75-2.33). Controlling for modest associations between month of birth and parental educational status and DA risk reduced the association to a HR of 1.92 (95% CI, 1.67-2.22). The genetic model applied to the results of co-relative analyses fitted the observed data well and estimated the AA-DA association in monozygotic twins discordant for AA to equal a HR of 1.79 (95% CI, 1.64-1.92). Conclusions and Relevance: Two different methodological approaches with divergent assumptions both produced results consistent with the hypothesis that the significant association observed between AA at 16 years of age and risk of DA into middle adulthood may be causal. These results provide empirical support for efforts to improve AA as a means to reduce risk of DA.
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Registered trials
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.