Identifying Patterns of Multimorbidity in Older Americans: Application of Latent Class Analysis

No abstract is available for this paper.

• Publication year

  2016

• Venue

  Journal of The American Geriatrics Society

• Publication date

  2016-08-01

• Fields of study

  Medicine

• Identifiers
  DOI 10.1111/jgs.14201PMID 27309908PMCID PMC4988894
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar, PubMed

• No claims are published for this paper.

• No concepts are published for this paper.

• Optimizing health for persons with multiple chronic conditions.

  2014cited by this paper
• Complex Comorbidity Clusters in OEF/OIF Veterans: The Polytrauma Clinical Triad and Beyond

  2014cited by this paper
• Multiple Chronic Conditions and Life Expectancy: A Life Table Analysis

  2014cited by this paper
• Multimorbidity and Comorbidity of Chronic Diseases among the Senior Australians: Prevalence and Patterns

  2014cited by this paper
• Beyond Comorbidity: Expanding the Definition and Measurement of Complexity Among Older Adults Using Administrative Claims Data

  2014cited by this paper
• Diabetes and Hypertension: Is There a Common Metabolic Pathway?

  2012cited by this paper
• Designing health care for the most common chronic condition--multimorbidity.

  2012cited by this paper
• A Personalized BEST: Characterization of Latent Clinical Classes of Nonischemic Heart Failure That Predict Outcomes and Response to Bucindolol

  2012cited by this paper
• Systematic Review of Comorbidity Indices for Administrative Data

  2012cited by this paper
• Managing Multiple Chronic Conditions: A Strategic Framework for Improving Health Outcomes and Quality of Life

  2011cited by this paper
• Comparative effectiveness research and patients with multiple chronic conditions.

  2011cited by this paper
• The challenge of multiple comorbidity for the US health care system.

  2010cited by this paper
• Multimorbidity in primary care: developing the research agenda.

  2009cited by this paper
• Clinical practice guidelines and quality of care for older patients with multiple comorbid diseases: implications for pay for performance.

  2005cited by this paper
• Untangling the concepts of disability, frailty, and comorbidity: implications for improved targeting and care.

  2004cited by this paper
• How to measure comorbidity. a critical review of available methods.

  2003cited by this paper
• Latent class analysis in medical research

  1996cited by this paper
• Comparing the areas under two or more correlated receiver operating characteristic curves: a nonparametric approach.

  1988cited by this paper

• Multimorbidity clusters and their associations with health-related quality of life in two UK cohorts

  2025cites this paper
• Multimorbidity and risk of atrial fibrillation in the Lifelines cohort

  2025cites this paper
• Variations in multimorbidity measurement in studies evaluating hospitalisation in older adults: a systematic review

  2025influential citation
• Longitudinal Trajectories of Multimorbidity and Psychosocial Resilience Resources in Midlife and Older Adults: Findings From the Health and Retirement Study.

  2025cites this paper
• Impact of Patient Counselling in Hypertensive and Diabetes Mellitus Type-II Patient

  2025cites this paper
• Mapping Healthcare Needs: A Systematic Review of Population Stratification Tools

  2025cites this paper
• Patterns of multimorbidity in older adults with multiple myeloma: An analysis of SEER-Medicare

  2025cites this paper
• Latent Class Analysis of Multimorbidity Patterns and Associated Functional Outcomes Amongst Elderly Aged 60 Years and Above

  2025influential citation
• Longitudinal Pattern of Multimorbidity in Older Adult Population: Latent Transition Analysis in 34 Countries.

  2025cites this paper
• Multiple chronic conditions and polypharmacy in cognitively unimpaired older adults are associated with subsequent cognitive decline: results from the national alzheimer's coordinating center data.

  2025cites this paper
• Electronic device usage pattern is associated with sleep disturbances in adolescents: a latent class analysis

  2025cites this paper
• Predictors and Consequences of Poor Health Trajectories Among US Adults Ages 50–64: A Latent Class Growth Analysis

  2025cites this paper
• Multimorbidity patterns and associated factors in a megacity: a cross-sectional study

  2024cites this paper
• Insights into relationship of environmental inequalities and multimorbidity: a population-based study

  2024cites this paper
• Longitudinal modeling of multimorbidity trajectories using large language models

  2024cites this paper
• Profiles of healthcare use of persons living with dementia: A population‐based cohort study

  2024cites this paper
• Multimorbidity and associated informal care receiving characteristics for US older adults: a latent class analysis

  2024cites this paper
• The diabetes mellitus multimorbidity network in hospitalized patients over 50 years of age in China: data mining of medical records

  2024cites this paper
• Patterns of comorbidities in patients with atrial fibrillation and impact on management and long-term prognosis: an analysis from the Prospective Global GLORIA-AF Registry

  2024cites this paper
• Multimorbidity patterns and disability and healthcare use in Europe: do the associations change with the regional socioeconomic status?

  2024cites this paper
• Associations between multimorbidity and frailty transitions among older Americans

  2023cites this paper
• Exploring multimorbidity clusters in relation to healthcare use and its impact on self-rated health among older people in India

  2023cites this paper
• Comparing a new multimorbidity index with other multimorbidity measures for predicting disability trajectories.

  2023cites this paper
• Could an optimally fitted categorization of difference between multi-disease score and multi-symptom score be a practical indicator aiding in improving the cost-effectiveness of healthcare delivery for older adults in developing countries?

  2023cites this paper
• Clusters of multiple long-term conditions in three UK datasets: a latent class analysis

  2023cites this paper
• Clustering by multiple long-term conditions and social care needs: a cross-sectional study among 10 026 older adults in England

  2023cites this paper
• Associations of hospitalisation – admission, readmission and length to stay – with multimorbidity patterns by age and sex in adults and older adults: the ELSI-Brazil study

  2023cites this paper
• Multimorbidity Patterns and Associations with Gait, Balance and Lower Extremity Muscle Function in the Elderly: A Cross-Sectional Study in Northwest China

  2023cites this paper
• Multimorbidity patterns in older persons and their association with self-reported quality of life and limitations in activities of daily living.

  2023cites this paper
• Assessing diagnostic certainty for scurvy and rickets in human skeletal remains.

  2023cites this paper
• Multimorbidity patterns in the German general population aged 40 years and over.

  2023cites this paper
• Social determinants of multimorbidity patterns: A systematic review

  2023cites this paper
• A Novel Movement-Evoked Pain Provocation Test for Older Adults With Persistent Low Back Pain

  2023cites this paper
• Multimorbidity classes indicate differential patterns of health care engagement among people who inject drugs.

  2022cites this paper
• Association of multimorbidity patterns with incident disability and recovery of independence among middle-aged and older adults.

  2022cites this paper
• Multimorbidity patterns and hospitalisation occurrence in adults and older adults aged 50 years or over

  2022cites this paper
• Multimorbidity measures differentially predicted mortality among older Chinese adults.

  2022cites this paper
• Identifying patterns of clinical conditions among high-cost older adult health care users using claims data: a latent class approach

  2022cites this paper
• Multimorbidity patterns across race/ethnicity as stratified by age and obesity

  2022cites this paper
• Frequency and types of clusters of major chronic diseases in 0.5 million adults in urban and rural China

  2022cites this paper
• Chronic condition clusters and associated disability over time

  2022cites this paper
• Frailty and In-Hospital Mortality Risk Using EHR Nursing Data

  2021influential citation
• Multimorbidity patterns and their relationship to mortality in the US older adult population

  2021cites this paper
• Comparison of a Frailty Risk Score and Comorbidity Indices for Hospital Readmission Using Electronic Health Record Data.

  2021cites this paper
• Identifying co-occurrence and clustering of chronic diseases using latent class analysis: cross-sectional findings from SAGE South Africa Wave 2

  2021cites this paper
• Racial and Ethnic Differences in Multimorbidity Changes Over Time

  2021cites this paper
• Comorbidity patterns in people with multiple sclerosis: A latent class analysis of the Australian Multiple Sclerosis Longitudinal Study

  2021cites this paper
• How Do Health Systems Address Patient Flow When Services Are Misaligned With Population Needs? A Qualitative Study

  2021cites this paper
• Static and Dynamic Pain Sensitivity in Adults With Persistent Low Back Pain

  2021cites this paper
• Social determinants of multimorbidity in Jamaica: application of latent class analysis in a cross-sectional study

  2021cites this paper
• Multimorbidity groups based on numbers of chronic conditions are associated with daily activity

  2021cites this paper
• Cardiovascular Damage Phenotypes and All-Cause and CVD Mortality in Older Adults.

  2021cites this paper
• The incidence of multimorbidity and patterns in accumulation of chronic conditions: A systematic review

  2021cites this paper
• Prevalence and patterns of multimorbidity in Australian baby boomers: the Busselton healthy ageing study

  2021cites this paper
• Classification of older adults who underwent lumbar-related surgery using pre-operative biopsychosocial predictors and relationships with surgical recovery: An observational study conducted in the United States.

  2021cites this paper
• Social Determinants and Health Behaviours among Older Adults Experiencing Multimorbidity Using the Canadian Longitudinal Study on Aging

  2021cites this paper
• Clinical pharmacists education and counselling in patients with co-morbid hypertension and diabetes in a Municipal hospital in Ghana

  2021cites this paper
• Machine learning for predicting readmission risk among the frail: Explainable AI for healthcare

  2021cites this paper
• Exploring Patient Multimorbidity and Complexity Using Health Insurance Claims Data: A Cluster Analysis Approach

  2021cites this paper
• Multimorbidity and Socioeconomic Deprivation among Older Adults: A Cross-sectional Analysis in Five Canadian Cities Using the CLSA

  2020cites this paper
• References

  2020cites this paper
• Condiciones sociodemográficas y perfil de salud de los adultos mayores indígenas del departamento de Nariño

  2020cites this paper
• Patterns of Multimorbidity and Differences in Healthcare Utilization and Complexity Among Acutely Hospitalized Medical Patients (≥65 Years) – A Latent Class Approach

  2020cites this paper
• CLEP_A_226586 245..259

  2020cites this paper
• Burden and Patterns of Multimorbidity

  2020cites this paper
• A Resampling Based Grid Search Method to Improve Reliability and Robustness of Mixture-Item Response Theory Models of Multimorbid High-Risk Patients

  2020cites this paper
• Impact of multimorbidity subgroups on the health care use of early pediatric cancer survivors

  2020cites this paper
• Health behaviors and multimorbidity resilience among older adults using the Canadian Longitudinal Study on Aging

  2020cites this paper
• Chronic condition patterns in the US population and their association with health related quality of life.

  2020cites this paper
• Integrated model of multimorbidity and symptom science.

  2020influential citation
• Multimorbidity patterns in low-middle and high income regions: a multiregion latent class analysis using ATHLOS harmonised cohorts

  2020cites this paper
• Prevalence and patterns of multimorbidity in the Jamaican population: A comparative analysis of latent variable models

  2020cites this paper
• Health profiles and socioeconomic characteristics of nonagenarians residing in Mugello, a rural area in Tuscany (Italy)

  2020cites this paper
• Predicting Risk of Atherosclerotic Cardiovascular Disease Using Pooled Cohort Equations in Older Adults With Frailty, Multimorbidity, and Competing Risks

  2020cites this paper
• Strategies for Managing Chronic Pain, Chronic PTSD, and Comorbidities: Reflections on a Case Study Documented over Ten Years

  2020cites this paper
• Latent class analysis identifies multimorbidity patterns in pigs with respiratory disease.

  2020cites this paper
• Chronic Diseases and Multimorbidity in Iran: A Study Protocol for the Use of Iranian Health Insurance Organization’s Claims Database to Understand Epidemiology, Health Service Utilization, and Patient Costs

  2020cites this paper
• Trajectories of Aging among US Older Adults: Mixed Evidence for a Hispanic Paradox.

  2020cites this paper
• Defining and Predicting High Cost Utilization in Children’s Outpatient Mental Health Services

  2019cites this paper
• Tracking Multimorbidity Changes in Racial/Ethnic Diverse Populations over Time: Issues and Considerations.

  2019cites this paper
• Identifying obesity‐related multimorbidity combinations in the United States

  2019cites this paper
• Heterogeneity in the Health and Functional Capacity of Adults Aged 85+ as Risk for Mortality

  2019cites this paper
• Das Demenzsyndrom und Komorbiditäten

  2019cites this paper
• Factors Associated With Multimorbidity Patterns in Older Adults in England: Findings From the English Longitudinal Study of Aging (ELSA)

  2019cites this paper
• Patterns of Chronic Conditions and Their Association With Visual Impairment and Health Care Use.

  2019cites this paper
• Do replicable profiles of multimorbidity exist? Systematic review and synthesis

  2019cites this paper
• Use of latent class analysis to identify multimorbidity patterns and associated factors in Korean adults aged 50 years and older

  2019cites this paper
• Strain- and Species-Level Variation in the Microbiome of Diabetic Wounds Is Associated with Clinical Outcomes and Therapeutic Efficacy.

  2019cites this paper
• Assessment of Comorbidity and Use of Prescription and Nonprescription Drugs in Patients Above 65 Years Attending Family Medicine Outpatient Clinics

  2019influential citation
• Segmentation of High-Cost Adults in an Integrated Healthcare System Based on Empirical Clustering of Acute and Chronic Conditions

  2018cites this paper
• Multimorbidity Patterns, Frailty, and Survival in Community-Dwelling Older Adults.

  2018cites this paper
• Comorbidity Subgroups among Medicare Beneficiaries Seeking Health Care for Musculoskeletal Pain.

  2018cites this paper
• Modeling Health Disparities and Outcomes in Disenfranchised Populations

  2018cites this paper
• The microbial basis of impaired wound healing: differential roles for pathogens, “bystanders”, and strain-level diversification in clinical outcomes

  2018cites this paper
• A symptom cluster-based triaging system for patients presenting to the emergency department with possible acute coronary syndromes

  2018cites this paper
• Patterns of Multimorbidity in Middle‐Aged and Older Adults: An Analysis of the UK Biobank Data

  2018cites this paper
• Impact of Multiple Chronic Conditions on Activity Limitations Among Older Mexican-American Care Recipients

  2018cites this paper
• Distinguishing Comorbidity, Disability, and Frailty

  2018cites this paper
• Paradigm Shift in Geriatric Low Back Pain Management: Integrating Influences, Experiences, and Consequences

  2018cites this paper
• Effects of Mobility and Multimorbidity on Inpatient and Postacute Health Care Utilization

  2018cites this paper