ArticleBMC public health2023
Multimorbidity and social determinants of health in the US prior to the COVID-19 pandemic and implications for health outcomes: a cross-sectional analysis based on NHANES 2017-2018.
Article in BMC public health, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 25 papers, 1 of them a synthesis that pooled it.
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Who cites it
25 citing papers in PubMed, 1 synthesis or guideline pooled it, 34 citations in OpenAlex.
- Social determinants of multimorbidity in older adults in sub-saharan Africa: A systematic review.Palliative & supportive care · 2025Pooled it
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- Biological age acceleration and extrahepatic multimorbidity in U.S. adults with metabolic dysfunction-associated steatotic liver disease: a national cross-sectional study.Clinical and experimental hepatology · 2026Article
- Comorbidity patterns of chronic respiratory diseases in older Chinese adults: A repeated cross-sectional study from CHARLS.Medicine · 2026Article
- Prevalence and determinants of multimorbidity among resettled Bhutanese older adults in Ohio, USA.BMC public health · 2026Article
- Social determinants of stroke prevalence in the United States adults: Analysis of 42 states using behavioral risk factor surveillance system 2022 data.Preventive medicine reports · 2026Article
- Prevalence of chronic non-communicable diseases and multimorbidity among adults living in slums in Rio de Janeiro, Brazil: a population-based survey.International journal for equity in health · 2025Article
- Stratifying dementia risk factors: A prediction model and hypothesis-driven analysis.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2025Article
- Cardiovascular-kidney-metabolic syndrome and all-cause and cardiovascular mortality: A retrospective cohort study.PLoS medicine · 2025 · on this mapArticle
- The Illness-Related Distress Scale: development and psychometric evaluation of a new transdiagnostic measure.Psychological medicine · 2025Article
- Perceived Discrimination Is a Mediator of Rural Identity and Cardiometabolic Multimorbidity Among U.S. Adults.International journal of environmental research and public health · 2025Article
- Pathophysiological insights into HFpEF from studies of human cardiac tissue.Nature reviews. Cardiology · 2025Review
- Association between social determinants of health and premature atherosclerotic cardiovascular disease and sex differences in US adults: A cross-sectional study.Preventive medicine reports · 2025Article
- Sociodemographic inequalities in multimorbidity and lifestyle risk factors among young adults: a national population-based study.Frontiers in public health · 2025Article
- Income inequality and multimorbidity patterns in China: a micro-level analysis using CHARLS.Frontiers in public health · 2025Article
- Social Deprivation and Multimorbidity Among Community-Based Health Center Patients in the United States.Preventing chronic disease · 2024Article
- When the Going Gets Tough: Multimorbidity and Heavy and Binge Drinking Among Adults.American journal of preventive medicine · 2024Article
- Patient, family and caregiver engagement in diabetes care: a scoping review protocol.BMJ open · 2024Article
- The clustering effects of current smoking status, overweight/obesity, and physical inactivity with all-cause and cause-specific mortality risks in U.S. adults.Preventive medicine reports · 2024Article
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Authors and funding
6 authors at 3 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Multimorbidity increases the risk of all-cause mortality, and along with age, is an independent risk factor for severe disease and mortality from COVID-19. Inequities in the social determinants of health contributed to increased mortality from COVID-19 among disadvantaged populations. This study aimed to evaluate the prevalence of multimorbid conditions and associations with the social determinants of health in the US prior to the pandemic.Methods Data from the 2017-18 cycle of NHANES were used to determine the prevalence of 13 chronic conditions, and the prevalence of having 0, 1, or 2 or more of those conditions, among the US adult population aged ≥ 20 years. Multimorbidity was defined as having 2 or more of these conditions. Data were stratified according to demographic, socioeconomic and indicators of health access, and analyses including logistic regression, performed to determine the factors associated with multimorbidity.Results The prevalence of multimorbidity was 58.4% (95% CI 55.2 to 61.7). Multimorbidity was strongly associated with age and was highly prevalent among those aged 20-29 years at 22.2% (95% CI 16.9 to 27.6) and continued to increase with older age. The prevalence of multimorbidity was highest in those defined as Other or multiple races (66.9%), followed in decreasing frequency by rates among non-Hispanic Whites (61.2%), non-Hispanic Blacks (57.4%), Hispanic (52.0%) and Asian (41.3%) groups.Logistic regression showed a statistically significant relationship between multimorbidity and age, as expected. Asian race was associated with a reduced likelihood of 2 or more chronic conditions (OR 0.4; 95% CI 0.35 to 0.57; P < 0.0001). Socioeconomic factors were related to multimorbidity. Being above the poverty level (OR 0.64; 95% CI 0.46 to 0.91, p = 0.013); and a lack of regular access to health care (OR 0.61 (95% CI 0.42 to 0.88, p = 0.008) were both associated with a reduced likelihood of multimorbidity. Furthermore, there was a borderline association between not having health insurance and reduced likelihood of multimorbidity (OR 0.63; 95% CI 0.40 to 1.0; p = 0.053).Conclusions There are high levels of multimorbidity in the US adult population, evident from young adulthood and increasing with age. Cardiometabolic causes of multimorbidity were highly prevalent, especially obesity, hyperlipidemia, hypertension, and diabetes; conditions subsequently found to be associated with severe disease and death from COVID-19. A lack of access to care was paradoxically associated with reduced likelihood of comorbidity, likely linked to underdiagnosis of chronic conditions. Obesity, poverty, and lack of access to healthcare are factors related to multimorbidity and were also relevant to the health impact of the COVID-19 pandemic, that must be addressed through comprehensive social and public policy measures. More research is needed on the etiology and determinants of multimorbidity, on those affected, patterns of co-morbidity, and implications for individual health and impact on health systems and society to promote optimal outcomes. Comprehensive public health policies are needed to tackle multimorbidity and reduce disparities in the social determinants of health, as well as to provide universal access to healthcare.
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