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Early life socioeconomic position and mortality from cardiovascular diseases: an application of causal mediation analysis in the Stockholm Public Health Cohort
OBJECTIVE: We aimed to quantify the mediating impact of adult social and behavioural mechanisms in the association between childhood socioeconomic position (SEP) and cardiovascular disease (CVD) mortality by employing a weighting approach to mediation analysis. DESIGN: Prospective cohort study. SETT...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6588973/ https://www.ncbi.nlm.nih.gov/pubmed/31209086 http://dx.doi.org/10.1136/bmjopen-2018-026258 |
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author | Hossin, Muhammad Zakir Koupil, Ilona Falkstedt, Daniel |
author_facet | Hossin, Muhammad Zakir Koupil, Ilona Falkstedt, Daniel |
author_sort | Hossin, Muhammad Zakir |
collection | PubMed |
description | OBJECTIVE: We aimed to quantify the mediating impact of adult social and behavioural mechanisms in the association between childhood socioeconomic position (SEP) and cardiovascular disease (CVD) mortality by employing a weighting approach to mediation analysis. DESIGN: Prospective cohort study. SETTING: Stockholm County, Sweden. PARTICIPANTS: 19 720 individuals who participated in the Stockholm Public Health Cohort survey in 2002 and were older than 40 years. PRIMARY AND SECONDARY OUTCOME MEASURES: The primary outcome was CVD mortality. Non-CVD mortality was additionally analysed for comparison. METHODS: Study subjects were followed in routine registers from 2002 to 2011 for mortality. Data on father’s SEP and adult social and behavioural factors came from questionnaire survey. The inverse odds weighting method was used to estimate the total effect, the natural direct effect and the natural indirect effect (NIE) in Poisson regression models. All results were adjusted for gender, age, country of birth and marital status. Multiple imputation was used to handle missing data. RESULTS: The total effect of manual versus non-manual father’s SEP on CVD mortality was estimated as an incidence rate ratio (IRR) of 1.24 (95% CI 1.09 to 1.41). When the social and behavioural factors were accounted for, the IRR for the NIE was 1.09 (95% CI 1.04 to 1.14), suggesting a mediation of 44% of the total effect. As for non-CVD mortality, father’s manual SEP was associated with 1.15 fold excess risk (IRR: 1.15; 95% CI 1.04 to 1.27) of which the effect represented by the whole set of mediators was 1.06 (95% CI 1.01 to 1.10). CONCLUSION: Adult social and behavioural factors had a considerable mediating effect on the early life social origin of mortality from CVDs and other causes. Future research employing causal mediation analysis may nevertheless have to consider additional factors for a fuller understanding of the mechanisms. |
format | Online Article Text |
id | pubmed-6588973 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-65889732019-07-05 Early life socioeconomic position and mortality from cardiovascular diseases: an application of causal mediation analysis in the Stockholm Public Health Cohort Hossin, Muhammad Zakir Koupil, Ilona Falkstedt, Daniel BMJ Open Epidemiology OBJECTIVE: We aimed to quantify the mediating impact of adult social and behavioural mechanisms in the association between childhood socioeconomic position (SEP) and cardiovascular disease (CVD) mortality by employing a weighting approach to mediation analysis. DESIGN: Prospective cohort study. SETTING: Stockholm County, Sweden. PARTICIPANTS: 19 720 individuals who participated in the Stockholm Public Health Cohort survey in 2002 and were older than 40 years. PRIMARY AND SECONDARY OUTCOME MEASURES: The primary outcome was CVD mortality. Non-CVD mortality was additionally analysed for comparison. METHODS: Study subjects were followed in routine registers from 2002 to 2011 for mortality. Data on father’s SEP and adult social and behavioural factors came from questionnaire survey. The inverse odds weighting method was used to estimate the total effect, the natural direct effect and the natural indirect effect (NIE) in Poisson regression models. All results were adjusted for gender, age, country of birth and marital status. Multiple imputation was used to handle missing data. RESULTS: The total effect of manual versus non-manual father’s SEP on CVD mortality was estimated as an incidence rate ratio (IRR) of 1.24 (95% CI 1.09 to 1.41). When the social and behavioural factors were accounted for, the IRR for the NIE was 1.09 (95% CI 1.04 to 1.14), suggesting a mediation of 44% of the total effect. As for non-CVD mortality, father’s manual SEP was associated with 1.15 fold excess risk (IRR: 1.15; 95% CI 1.04 to 1.27) of which the effect represented by the whole set of mediators was 1.06 (95% CI 1.01 to 1.10). CONCLUSION: Adult social and behavioural factors had a considerable mediating effect on the early life social origin of mortality from CVDs and other causes. Future research employing causal mediation analysis may nevertheless have to consider additional factors for a fuller understanding of the mechanisms. BMJ Publishing Group 2021-07-01 /pmc/articles/PMC6588973/ /pubmed/31209086 http://dx.doi.org/10.1136/bmjopen-2018-026258 Text en © Author(s) (or their employer(s)) 2019. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ. https://creativecommons.org/licenses/by-nc/4.0/This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) . |
spellingShingle | Epidemiology Hossin, Muhammad Zakir Koupil, Ilona Falkstedt, Daniel Early life socioeconomic position and mortality from cardiovascular diseases: an application of causal mediation analysis in the Stockholm Public Health Cohort |
title | Early life socioeconomic position and mortality from cardiovascular diseases:
an application of causal mediation analysis in the Stockholm Public Health
Cohort |
title_full | Early life socioeconomic position and mortality from cardiovascular diseases:
an application of causal mediation analysis in the Stockholm Public Health
Cohort |
title_fullStr | Early life socioeconomic position and mortality from cardiovascular diseases:
an application of causal mediation analysis in the Stockholm Public Health
Cohort |
title_full_unstemmed | Early life socioeconomic position and mortality from cardiovascular diseases:
an application of causal mediation analysis in the Stockholm Public Health
Cohort |
title_short | Early life socioeconomic position and mortality from cardiovascular diseases:
an application of causal mediation analysis in the Stockholm Public Health
Cohort |
title_sort | early life socioeconomic position and mortality from cardiovascular diseases:
an application of causal mediation analysis in the stockholm public health
cohort |
topic | Epidemiology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6588973/ https://www.ncbi.nlm.nih.gov/pubmed/31209086 http://dx.doi.org/10.1136/bmjopen-2018-026258 |
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