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Racial and Ethnic Differences in Multimorbidity Changes Over Time

Bibliographic Data

ID9103322
AuthorsAna R Quiñones (Department of Family Medicine), Ana Quinones (0000-0001-6554-7734, corresponding author), Jason T Newsom (0000-0001-8353-7468, Portland State University), Miriam R Elman (Osaka Health Science University), Miriam Elman (0000-0003-3162-6500), Sheila Markwardt (0000-0002-4929-4359, Osaka Health Science University), Corey L Nagel (University of Arkansas for Medical Sciences), Corey Nagel (0000-0003-3725-500X, University of Arkansas for Medical Sciences), David A Dorr (0000-0003-2318-7261, Osaka Health Science University), Heather Allore (0000-0001-7685-8175, Yale University), Heather G Allore (Department of Internal Medicine, School of Medicine), Anda Botoseneanu (0000-0003-0628-5820, University of Michigan, corresponding author)
Year2021
Volume59
Issue5
Pages402-409
Publication date2021-05-01
Peer ReviewedYes
Open AccessNo
TypeARTICLE
VenueMedical Care (JOURNAL)
Journal identifiersISSN: 0025-7079 • E-ISSN: 1537-1948
PublisherOvid Technologies (Wolters Kluwer Health) (PUBLISHER)
DOI10.1097/mlr.0000000000001527
PMID33821829
OpenAlexW3136698021
LanguageEN
Citations received7
References cited28

BACKGROUND: Our understanding of how multimorbidity progresses and changes is nascent. OBJECTIVES: Assess multimorbidity changes among racially/ethnically diverse middle-aged and older adults. DESIGN, SETTING, AND PARTICIPANTS: Prospective cohort study using latent class analysis to identify multimorbidity combinations over 16 years, and multinomial logistic models to assess change relative to baseline class membership. Health and Retirement Study respondents (age 51 y and above) in 1998 and followed through 2014 (N=17,297). MEASURES: Multimorbidity latent classes of: hypertension, heart disease, lung disease, diabetes, cancer, arthritis, stroke, high depressive symptoms. RESULTS: Three latent classes were identified in 1998: minimal disease (45.8% of participants), cardiovascular-musculoskeletal (34.6%), cardiovascular-musculoskeletal-mental (19.6%); and 3 in 2014: cardiovascular-musculoskeletal (13%), cardiovascular-musculoskeletal-metabolic (12%), multisystem multimorbidity (15%). Remaining participants were deceased (48%) or lost to follow-up (12%) by 2014. Compared with minimal disease, individuals in cardiovascular-musculoskeletal in 1998 were more likely to be in multisystem multimorbidity in 2014 [odds ratio (OR)=1.78, P<0.001], and individuals in cardiovascular-musculoskeletal-mental in 1998 were more likely to be deceased (OR=2.45, P<0.001) or lost to follow-up (OR=3.08, P<0.001). Hispanic and Black Americans were more likely than White Americans to be in multisystem multimorbidity in 2014 (OR=1.67, P=0.042; OR=2.60, P<0.001, respectively). Black compared with White Americans were more likely to be deceased (OR=1.62, P=0.01) or lost to follow-up (OR=2.11, P<0.001) by 2014. CONCLUSIONS AND RELEVANCE: Racial/ethnic older adults are more likely to accumulate morbidity and die compared with White peers, and should be the focus of targeted and enhanced efforts to prevent and/or delay progression to more complex multimorbidity patterns

Cohort · Cohort study · Comorbidity · Diabetes mellitus · Disease · Ethnic group · Latent class model · Odds ratio · Prospective cohort study · Stroke (engine) · Chronic Disease Management Strategies · Demography · Diabetes Management and Education · Internal Medicine · Medicine · Primary Care and Health Outcomes · Gerontology

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    Open Access•Nicholas Bishop, Steven A Haas et al.•The Journals of Gerontology…•2022

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    Open Access•Ilsa I Rovira, Arya Biragyn et al.•Frontiers in Public Health•2025

  • Multimorbidity Patterns, Hospital Uses and Mortality by Race and Ethnicity Among Oldest-Old Patients

    Open Access•Jinmyoung Cho, Heather Allore et al.•Journal of Racial and Ethnic…•2025

  • Neighborhood Social Cohesion, Physical Disorder, and Multiple Chronic Conditions in Older Adults

    Open Access•John H Law•Journal of Aging and Health•2025

  • Double, Triple, and Quadruple Jeopardy

    Open Access•Kaitlyn K Stanhope, Nikkia Worrell et al.•Women s Health Issues•2022

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  • Agreement between self-report questionnaires and medical record data was substantial for diabetes, hypertension, myocardial infarction and stroke but not for heart failure

    Open Access•Yuji Okura, Lynn H Urban et al.•Journal of Clinical Epidemiology•2004

  • Multimorbidity in Older Adults

    Marcel E Salive•Epidemiologic Reviews•2013

  • Racial/ethnic differences in multimorbidity development and chronic disease accumulation for middle-aged adults

    Open Access•Ana Quinones, Anda Botoseneanu et al.•PLoS ONE•2019

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    Karen Nylund‐gibson, Karen L Nylund et al.•Structural Equation Modeling: A…•2007

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    Open Access•Vicki Johnson-Lawrence, A Zajacova et al.•SSM - Population Health•2017

  • Inconsistency in the Self-report of Chronic Diseases in Panel Surveys

    Open Access•Christine T Cigolle, Corey L Nagel et al.•The Journals of Gerontology…•2016

  • How Does the Trajectory of Multimorbidity Vary Across Black, White, and Mexican Americans in Middle and Old Age

    Ana Quinones, A R Quinones et al.•The Journals of Gerontology…•2011

  • Assessment of Morbidity Over Time in Predicting Health Outcomes

    Chan Zeng, Jennifer L Ellis et al.•Medical Care•2014

Unique citing works7
Citations per year1,75
Citation span2022 - 2025 (4)
Citation velocityrecent
Highly citedNo
Citation typesNeutral: 7
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