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Quiñones AR, Valenzuela SH, Huguet N, Ukhanova M, Marino M, Lucas JA, O'Malley J, Schmidt TD, Voss R, Peak K, Warren NT, Heintzman J. Prevalent Multimorbidity Combinations Among Middle-Aged and Older Adults Seen in Community Health Centers. J Gen Intern Med 2022; 37:3545-3553. [PMID: 35088201 PMCID: PMC9585110 DOI: 10.1007/s11606-021-07198-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/08/2021] [Accepted: 10/01/2021] [Indexed: 12/21/2022]
Abstract
BACKGROUND Multimorbidity (≥ 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). OBJECTIVE To identify and characterize prevalent multimorbidity patterns in a multi-state network of CHCs over a 5-year period. DESIGN A 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. PARTICIPANTS The 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 RESULTS Multimorbidity 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. CONCLUSIONS CHCs 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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Affiliation(s)
- Ana R Quiñones
- Department of Family Medicine, Oregon Health & Science University, 3181 SW Sam Jackson Park Road, Mail code: FM, Portland, OR, 97239, USA.
- OHSU-PSU School of Public Health, Oregon Health & Science University, Portland, OR, USA.
| | - Steele H Valenzuela
- Department of Family Medicine, Oregon Health & Science University, 3181 SW Sam Jackson Park Road, Mail code: FM, Portland, OR, 97239, USA
| | - Nathalie Huguet
- Department of Family Medicine, Oregon Health & Science University, 3181 SW Sam Jackson Park Road, Mail code: FM, Portland, OR, 97239, USA
| | - Maria Ukhanova
- Department of Family Medicine, Oregon Health & Science University, 3181 SW Sam Jackson Park Road, Mail code: FM, Portland, OR, 97239, USA
| | - Miguel Marino
- Department of Family Medicine, Oregon Health & Science University, 3181 SW Sam Jackson Park Road, Mail code: FM, Portland, OR, 97239, USA
- OHSU-PSU School of Public Health, Oregon Health & Science University, Portland, OR, USA
| | - Jennifer A Lucas
- Department of Family Medicine, Oregon Health & Science University, 3181 SW Sam Jackson Park Road, Mail code: FM, Portland, OR, 97239, USA
| | - Jean O'Malley
- Department of Family Medicine, Oregon Health & Science University, 3181 SW Sam Jackson Park Road, Mail code: FM, Portland, OR, 97239, USA
- Research Department, OCHIN Inc., Portland, OR, USA
| | | | - Robert Voss
- Research Department, OCHIN Inc., Portland, OR, USA
| | - Katherine Peak
- Department of Family Medicine, Oregon Health & Science University, 3181 SW Sam Jackson Park Road, Mail code: FM, Portland, OR, 97239, USA
| | | | - John Heintzman
- Department of Family Medicine, Oregon Health & Science University, 3181 SW Sam Jackson Park Road, Mail code: FM, Portland, OR, 97239, USA
- Research Department, OCHIN Inc., Portland, OR, USA
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Nothelle S, Colburn J, Boyd C. National profile of the growing population of older adults who access community health centers. J Am Geriatr Soc 2021; 69:1592-1600. [PMID: 33675077 DOI: 10.1111/jgs.17088] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2020] [Revised: 01/25/2021] [Accepted: 02/06/2021] [Indexed: 12/01/2022]
Abstract
BACKGROUND Community health centers (CHCs) are federally funded safety-net clinics that provide care to low income and medically underserved persons. The proportion of CHC patients aged ≥65 doubled in the last ten years, yet little is known about this population. We aim to describe the demographic and clinical characteristics of the older adult CHC population. DESIGN Cross sectional analysis. SETTING The nationally representative 2014 Health Center Patient Survey. PARTICIPANTS CHC patients ≥55 years. MEASURES We used descriptive statistics to characterize older adults across demographic and clinical variables. To determine differences by age, we stratified into three groups (55-64, 65-74, 75+ years). We used t-tests and chi-squared to calculate p values and survey weights to make national estimates. RESULTS We included 1875 older adults ≥55 years, representing over 4.2 million people. Older adults were mostly aged 55-64 (60%), female (51%), and white (60%). The majority (73%) had Medicare or Medicaid and 47% reported fair or poor health. Regardless of age, older adults had an average of three chronic conditions and 0.6 impairments in activities of daily living (ADL). Healthcare utilization was not significantly different across age groups with most taking ≥5 prescription medications (54%) and one in five reporting ≥2 emergency department visits or ≥1 hospitalization in the last year. CONCLUSIONS Adults 55-64 who attend CHCs have similar disease burden as adults ≥65. As the population of older adults who access CHCs grow, our findings highlight the opportunity to enhance focus on key principles of geriatric medicine, such as measurement of functional impairment for those who are <65 while also addressing underlying health disparities.
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Affiliation(s)
- Stephanie Nothelle
- Division of Geriatric Medicine and Gerontology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.,Center for Transformative Geriatric Research, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.,Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Jessica Colburn
- Division of Geriatric Medicine and Gerontology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Cynthia Boyd
- Division of Geriatric Medicine and Gerontology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.,Center for Transformative Geriatric Research, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.,Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA.,Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
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