ArticleSSM - population health2021
The relationship between educational attainment and hospitalizations among middle-aged and older adults in the United States.
Article in SSM - population health, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.
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Who cites it
13 citing papers in PubMed, 26 citations in OpenAlex.
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- Use of Digital Peer Support for Employee Well-Being: Retrospective Analysis Across Five Large Employers.JMIR human factors · 2026Article
- Healthcare inequalities in general practice due to educational level: A retrospective cohort study analysing patients' presentation and GP response to requests.The European journal of general practice · 2026Article
- Chronic conditions and healthcare cost and utilization among underserved Medicare beneficiaries.PloS one · 2026Article
- Sports participation and physical health outcomes: the mediating roles of educational attainment and health-related behaviors.Frontiers in public health · 2026Article
- Pain Intensity and Health Service Utilization in United States Adults with Pain: A Cross-Sectional Database Analysis.Healthcare (Basel, Switzerland) · 2025Article
- Semiparametric regression analysis of panel binary data with a dependent failure time.Journal of applied statistics · 2025Article
- Factors associated with transfer from assisted living facilities to a nursing home: National Health Aging Trends Study 2011-2019.Journal of the American Geriatrics Society · 2024Article
- Predictive Factors for 30-Day Readmission and Increased Healthcare Utilization in Sickle Cell Disease Patients: A Single-Center Comparative Retrospective Study.International journal of general medicine · 2024Article
- An Integrated Patient-Centred Medical Home (PCMH) Care Model Reduces Prospective Healthcare Utilisation for Community-Dwelling Older Adults with Complex Needs: A Matched Observational Study in Singapore.International journal of environmental research and public health · 2023Observational
- Evaluation of Patient's Knowledge of Prevention and Treatment of Burn Injuries.World journal of plastic surgery · 2023Article
- Evidence of the Relationship between Social Vulnerability and the Spread of COVID-19 in Urban Spaces.International journal of environmental research and public health · 2022Article
Corrections and comments
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Authors and funding
4 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThere has been little research on the relationship between education and healthcare utilization, especially for racial/ethnic minorities. This study aimed to examine the association between education and hospitalizations, investigate the mechanisms, and disaggregate the relationship by gender, race/ethnicity, and age groups.
methodsA retrospective cohort analysis was conducted using data from the 1992-2016 US Health and Retirement Study. The analytic sample consists of 35,451 respondents with 215,724 person-year observations. We employed a linear probability model with standard errors clustered at the respondent level and accounted for attrition bias using an inverse probability weighting approach.
resultsOn average, compared to having an education less than high school, having a college degree or above was significantly associated with an 8.37 pp (95% CI, -9.79 pp to -7.95 pp) lower probability of being hospitalized, and having education of high school or some college was related to 3.35 pp (95% CI, -4.57 pp to -2.14 pp) lower probability. The association slightly attenuated after controlling for income but dramatically reduced once holding health conditions constant. Specifically, given the same health status and childhood environment conditions, compared to those with less than high school degree, college graduates saw a 1.79 pp (95% CI, -3.16 pp to -0.42 pp) lower chance of being hospitalized, but the association for high school graduates became indistinguishable from zero. Additionally, the association was larger for females, whites, and those younger than 78. The association was statistically significantly smaller for black college graduates than their white counterparts, even when health status is held constant.
conclusionsEducational attainment is a strong predictor of hospitalizations for middle-aged and older US adults. Health mediates most of the education-hospitalization gradients. The heterogeneous results across age, gender, race, and ethnicity groups should inform further research on health disparities.
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