ArticleJournal of general internal medicine2022
Prevalent Multimorbidity Combinations Among Middle-Aged and Older Adults Seen in Community Health Centers.
Article in Journal of general internal medicine, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 28 papers, 1 of them a synthesis that pooled it.
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Who cites it
28 citing papers in PubMed, 1 synthesis or guideline pooled it, 34 citations in OpenAlex.
- Effect of HIV on respiratory symptoms, health status, and exertional capacity.AIDS (London, England) · 2025Pooled it
- Cervical Cancer Screening and Prevention among Latinas in the United States among a Network of Community Health Centers.Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology · 2026Article
- Health insurance type moderates the association between substance use disorders and cardiovascular multimorbidity among U.S. adults - Results from the 2023 National Survey on Drug use and Health.Substance abuse treatment, prevention, and policy · 2026Article
- Continuity of Primary Care in Community Health Centers.Annals of family medicine · 2026Article
- Acute Pancreatitis Associated With Semaglutide in a Patient With Multimorbidity: A Case Report.Cureus · 2026Article
- Association of multimorbidity trajectories from early adulthood through middle age with middle-age physical function.The journals of gerontology. Series A, Biological sciences and medical sciences · 2025Article
- Diabetes Complications Among Community-Based Health Center Patients with Varying Multimorbidity Patterns.Journal of general internal medicine · 2025Article
- Capturing the care of complex community-based health center patients: A comparison of multimorbidity indices and clinical classification software.Health services research · 2025Article
- Analysis of the current situation and factors influencing the utilization of somatic and somatic-mental disorder comorbidity and health services among middle-aged and older adult people in China.Frontiers in public health · 2025Article
- Relationship between multimorbidity treatment burden and chronic disease self-efficacy in the elderly population of China.Frontiers in medicine · 2025Article
- Article
- Optimization of Health Service Utilization Among Elderly People With Chronic Diseases in Rural Ethnic Minorities in Northwest Yunnan Using Graph Neural Networks.Blockchain in healthcare today · 2025Article
- The Paradox of Digital Health: Why Middle-Aged Adults Outperform Young Adults in Health Management Utilization via Technology.Healthcare (Basel, Switzerland) · 2024Article
- Engaging Interdisciplinary Innovation Teams in Federally Qualified Health Centers.Medical care research and review : MCRR · 2024Article
- Social Deprivation and Multimorbidity Among Community-Based Health Center Patients in the United States.Preventing chronic disease · 2024Article
- Association between family economic situation and serum PFAS concentration in American adults with hypertension and hyperlipemia.Scientific reports · 2024Article
- The effect of different levels of systolic blood pressure control on new-onset chronic kidney disease in hypertension multimorbidity.Scientific reports · 2024Article
- Computationally derived transition points across phases of clinical care.NPJ digital medicine · 2024Article
- Article
- Association between heme oxygenase-1 and hyperlipidemia in pre-diabetic patients: a cross-sectional study.Frontiers in endocrinology · 2024Observational
Corrections and comments
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Authors and funding
12 authors at 2 institutions in 1 country.
Funding
Abstract
backgroundMultimorbidity (≥ 2 chronic diseases) is associated with greater disability and higher treatment burden, as well as difficulty coordinating self-management tasks for adults with complex multimorbidity patterns. Comparatively little work has focused on assessing multimorbidity patterns among patients seeking care in community health centers (CHCs).
objectiveTo identify and characterize prevalent multimorbidity patterns in a multi-state network of CHCs over a 5-year period.
designA cohort study of the 2014-2019 ADVANCE multi-state CHC clinical data network. We identified the most prevalent multimorbidity combination patterns and assessed the frequency of patterns throughout a 5-year period as well as the demographic characteristics of patient panels by prevalent patterns.
participantsThe study included data from 838,642 patients aged ≥ 45 years who were seen in 337 CHCs across 22 states between 2014 and 2019. MAIN MEASURES: Prevalent multimorbidity patterns of somatic, mental health, and mental-somatic combinations of 22 chronic diseases based on the U.S. Department of Health and Human Services Multiple Chronic Conditions framework: anxiety, arthritis, asthma, autism, cancer, cardiac arrhythmia, chronic kidney disease (CKD), chronic obstructive pulmonary disease (COPD), congestive heart failure, coronary artery disease, dementia, depression, diabetes, hepatitis, human immunodeficiency virus (HIV), hyperlipidemia, hypertension, osteoporosis, post-traumatic stress disorder (PTSD), schizophrenia, substance use disorder, and stroke. KEY
resultsMultimorbidity is common among middle-aged and older patients seen in CHCs: 40% have somatic, 6% have mental health, and 24% have mental-somatic multimorbidity patterns. The most frequently occurring pattern across all years is hyperlipidemia-hypertension. The three most frequent patterns are various iterations of hyperlipidemia, hypertension, and diabetes and are consistent in rank of occurrence across all years. CKD-hyperlipidemia-hypertension and anxiety-depression are both more frequent in later study years.
conclusionsCHCs are increasingly seeing more complex multimorbidity patterns over time; these most often involve mental health morbidity and advanced cardiometabolic-renal morbidity.
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