Cargando…
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...
Autores principales: | , , , |
---|---|
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 |
_version_ | 1784882963885850624 |
---|---|
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. |
format | Online Article Text |
id | pubmed-9901051 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Cold Spring Harbor Laboratory |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT demangeperlinea evaluatingthecausalrelationshipbetweeneducationalattainmentandmentalhealth AT boomsmadorreti evaluatingthecausalrelationshipbetweeneducationalattainmentandmentalhealth AT vanbergenelsje evaluatingthecausalrelationshipbetweeneducationalattainmentandmentalhealth AT nivardmichelg evaluatingthecausalrelationshipbetweeneducationalattainmentandmentalhealth |