ArticleSSM - population health2017
The role of literacy in the association between educational attainment and depressive symptoms.
Article in SSM - population health, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
14 citing papers in PubMed.
- Restricted economic activity due to health conditions and risk of depression: results from the Korean Longitudinal Study of Aging.Frontiers in public health · 2025Article
- Depression symptoms are associated with demographic characteristics, nutritional status, and social support among young adults in Chile: a latent class analysis.BMC public health · 2024Article
- Rural-urban differences in common mental disorders among Indonesian youth: a cross-sectional national survey.Osong public health and research perspectives · 2024Article
- Educational quality may be a closer correlate of cardiometabolic health than educational attainment.Scientific reports · 2022Article
- The Role of Community-Level Factors on Disparities in COVID-19 Infection Among American Indian/Alaska Native Veterans.Journal of racial and ethnic health disparities · 2022Article
- The status of depression literacy and its relationship with quality of life among Iranian public population: a cross sectional study.BMC psychiatry · 2022Article
- WHODAS Assessment Feasibility and Mental Health Impact on Functional Disability in Systemic Lupus Erythematosus.Healthcare (Basel, Switzerland) · 2022Article
- Social Determinants of Health and Depression among African American Adults: A Scoping Review of Current Research.International journal of environmental research and public health · 2022Article
- Longitudinal Association Between Depressive Symptoms and Cognitive Function Among Older Adults: A Latent Growth Curve Modeling Approach.International journal of public health · 2022Article
- Educational Attainment and Psychological Distress Among Working-Age Adults in the United States.SSM. Mental health · 2021Article
- Association of Adult Depression With Educational Attainment, Aspirations, and Expectations.Preventing chronic disease · 2020Article
- Educational attainment and cardiovascular disease in the United States: A quasi-experimental instrumental variables analysis.PLoS medicine · 2019Article
- Longitudinal effects of race, ethnicity, and psychosocial disadvantage on systemic inflammation.SSM - population health · 2019Article
- Analysis of Sociodemographic, Psychological, and Genetic Factors Contributing to Depressive symptoms in Pre-, Peri- and Postmenopausal Women.International journal of environmental research and public health · 2018Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
Abstract
There is a consistent association between education and depressive symptoms, but research on the mechanisms to explain this association remains limited. No study has formally evaluated the extent to which the association between education and depressive symptoms is mediated through a foundational skill such as literacy. Inverse odds ratio weighting (IORW) was used to estimate total, natural direct, and natural indirect effects in examining literacy as a mediator of the association between education and depressive symptoms. Health and Retirement Study participants born in the U.S. between 1900 and 1947 were interviewed biennially for up to 12 years (N = 16,718). Literacy was assessed with a brief vocabulary measure. Depressive symptoms were measured using the 8-item Centers for Epidemiologic Studies-Depression (CES-D) scale. Decomposition estimates were derived using regression analyses of repeated measures of depressive symptoms. Standard errors were obtained using a nonparametric bootstrap with the individual as the independent unit to account for dependence of observations within an individual. In a large cohort of older Americans, a one standard deviation difference in educational attainment (~ 3 years) was associated with a 0.35-point decrement in CES-D score (95% CI: -0.38, -0.32). This decrement represents a 0.22 standard deviation difference in depressive symptoms. Using IORW, the estimated effect of education on depressive symptoms mediated through literacy was -0.10 (95% CI: -0.18, -0.01), which represents 28% of the total effect. Education confers many benefits; as demonstrated by this study for depressive symptoms, one important benefit is literacy.
Indexed as
Identifiers
What OpenQuestion holds
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.