ArticlePreventing chronic disease2024
Social Deprivation and Multimorbidity Among Community-Based Health Center Patients in the United States.
Article in Preventing chronic disease, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.
What it found
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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.
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Who cites it
7 citing papers in PubMed.
- Epidemiology of Health-Related Social Needs Screening and Positivity in a Multistate Health System.JAMA network open · 2026Article
- Upstream Factors Associated With Hospitalization in Black- and Minority-Serving Hospitals.JAMA network open · 2026Observational
- Article
- Understanding the impact of socioeconomic deprivation on inpatient surgical care delivery costs in the Veterans Health Administration.Social sciences & humanities open · 2026Article
- Associations of chronic obstructive pulmonary disease with life satisfaction and self-rated health: quantifying the subjective burden in a population-based study.Quality of life research : an international journal of quality of life aspects of treatment, care and rehabilitation · 2025Article
- Chronic Conditions, Multimorbidity, and Health Outcomes Among US Adults.Preventing chronic disease · 2025Article
- Implementation of clinical pharmacogenetic testing in medically underserved patients: a narrative review.PharmacogenomicsReview
Corrections and comments
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Authors and funding
8 authors.
Funding
Abstract
Introduction: Multimorbidity - having 2 or more chronic diseases - is a national public health concern that entails burdensome and costly care for patients, their families, and public health programs. Adults residing in socially deprived areas often have limited access to social and material resources. They also experience a greater multimorbidity burden. Methods: We conducted a retrospective cohort analysis of electronic health record (EHR) data from 678 community-based health centers (CHCs) in 27 states from the Accelerating Data Value Across a National Community Health Center (ADVANCE) Network, a clinical research network, from 2012-2019. We used mixed-effects Poisson regression to examine the relationship of area-level social deprivation (eg, educational attainment, household income, unemployment) to chronic disease accumulation among a sample of patients aged 45 years or older (N = 816,921) residing across 9,362 zip code tabulation areas and receiving care in safety-net health organizations. Results: We observed high rates of chronic disease among this national sample. Prevalence of multimorbidity varied considerably by geographic location, both within and between states. People in more socially deprived areas with Social Deprivation Index (SDI) scores in quartiles 2, 3, and 4 had greater initial chronic disease counts - 17.1%, 17.7%, and 18.0%, respectively - but a slower rate of accumulation compared with people in the least-deprived quartile. Our findings were consistent for models of the composite SDI and those evaluating disaggregated measures of area-level educational attainment, household income, and unemployment. Conclusion: Social factors play an important role in the development and progression of multimorbidity, which suggests that an assessment and understanding of area-level social deprivation is necessary for developing public health strategies to address multimorbidity.
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