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Evaluating the causal relationship between educational attainment and mental health

We investigate the causal relationship between educational attainment (EA) and mental health using two research designs. First, we compare the relationship between EA and seventeen psychiatric diagnoses within sibship in Dutch national registry data (N = 1.7 million), controlling for unmeasured fami...

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Autores principales: Demange, Perline A., Boomsma, Dorret I., van Bergen, Elsje, Nivard, Michel G.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9901051/
https://www.ncbi.nlm.nih.gov/pubmed/36747639
http://dx.doi.org/10.1101/2023.01.26.23285029
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author Demange, Perline A.
Boomsma, Dorret I.
van Bergen, Elsje
Nivard, Michel G.
author_facet Demange, Perline A.
Boomsma, Dorret I.
van Bergen, Elsje
Nivard, Michel G.
author_sort Demange, Perline A.
collection PubMed
description We investigate the causal relationship between educational attainment (EA) and mental health using two research designs. First, we compare the relationship between EA and seventeen psychiatric diagnoses within sibship in Dutch national registry data (N = 1.7 million), controlling for unmeasured familial factors. Second, we use two-sample Mendelian Randomization, which uses genetic variants related to EA or psychiatric diagnosis as instrumental variables, to test whether there is a causal relation in either direction. Our results suggest that lower levels of EA causally increase the risk of MDD, ADHD, alcohol dependence, GAD and PTSD diagnoses. We also find evidence of a causal effect in the opposite direction for ADHD. Additionally, we find inconsistent results for schizophrenia, anorexia nervosa, OCD, and bipolar disorder, highlighting the importance of using multiple research designs to understand the complex relationship between EA and mental health.
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spelling pubmed-99010512023-02-07 Evaluating the causal relationship between educational attainment and mental health Demange, Perline A. Boomsma, Dorret I. van Bergen, Elsje Nivard, Michel G. medRxiv Article We investigate the causal relationship between educational attainment (EA) and mental health using two research designs. First, we compare the relationship between EA and seventeen psychiatric diagnoses within sibship in Dutch national registry data (N = 1.7 million), controlling for unmeasured familial factors. Second, we use two-sample Mendelian Randomization, which uses genetic variants related to EA or psychiatric diagnosis as instrumental variables, to test whether there is a causal relation in either direction. Our results suggest that lower levels of EA causally increase the risk of MDD, ADHD, alcohol dependence, GAD and PTSD diagnoses. We also find evidence of a causal effect in the opposite direction for ADHD. Additionally, we find inconsistent results for schizophrenia, anorexia nervosa, OCD, and bipolar disorder, highlighting the importance of using multiple research designs to understand the complex relationship between EA and mental health. Cold Spring Harbor Laboratory 2023-01-26 /pmc/articles/PMC9901051/ /pubmed/36747639 http://dx.doi.org/10.1101/2023.01.26.23285029 Text en https://creativecommons.org/licenses/by-nc/4.0/This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License (https://creativecommons.org/licenses/by-nc/4.0/) , which allows reusers to distribute, remix, adapt, and build upon the material in any medium or format for noncommercial purposes only, and only so long as attribution is given to the creator.
spellingShingle Article
Demange, Perline A.
Boomsma, Dorret I.
van Bergen, Elsje
Nivard, Michel G.
Evaluating the causal relationship between educational attainment and mental health
title Evaluating the causal relationship between educational attainment and mental health
title_full Evaluating the causal relationship between educational attainment and mental health
title_fullStr Evaluating the causal relationship between educational attainment and mental health
title_full_unstemmed Evaluating the causal relationship between educational attainment and mental health
title_short Evaluating the causal relationship between educational attainment and mental health
title_sort evaluating the causal relationship between educational attainment and mental health
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9901051/
https://www.ncbi.nlm.nih.gov/pubmed/36747639
http://dx.doi.org/10.1101/2023.01.26.23285029
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