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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
- Source :
- BMJ Open, BMJ Open, Vol 9, Iss 6 (2019)
- Publication Year :
- 2019
- Publisher :
- BMJ Publishing Group, 2019.
-
Abstract
- ObjectiveWe 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.DesignProspective cohort study.SettingStockholm County, Sweden.Participants19 720 individuals who participated in the Stockholm Public Health Cohort survey in 2002 and were older than 40 years.Primary and secondary outcome measuresThe primary outcome was CVD mortality. Non-CVD mortality was additionally analysed for comparison.MethodsStudy 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.ResultsThe 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).ConclusionAdult 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.
- Subjects :
- medicine.medical_specialty
Mediation (statistics)
Epidemiology
030204 cardiovascular system & hematology
Rate ratio
03 medical and health sciences
symbols.namesake
social medicine
0302 clinical medicine
Medicine
030212 general & internal medicine
Poisson regression
Prospective cohort study
cardiac epidemiology
business.industry
Research
public health
Absolute risk reduction
General Medicine
Cohort
symbols
Marital status
business
Demography
Subjects
Details
- Language :
- English
- ISSN :
- 20446055
- Volume :
- 9
- Issue :
- 6
- Database :
- OpenAIRE
- Journal :
- BMJ Open
- Accession number :
- edsair.doi.dedup.....7bb540f539bf580a62c9729f8989875c