Evidence map›Paper›PMID 42452944›Full record

ArticleGeriatrics & gerontology international2026

Associating Multimorbidity Patterns With Healthcare Utilization and Unmet Healthcare Needs Among Older Koreans Living Alone.

Hyunok Yun, Bugyeong Son, Pildoo Sung

Abstract read
In one paragraph

Article in Geriatrics & gerontology international, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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0cells of the map it votes in
1citing papers in PubMed
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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

3 authors.

Hyunok YunDepartment of Public Health Sciences, College of Medicine, Hanyang University, Seoul, Republic of Korea.ORCID https://orcid.org/0000-0002-2042-2855
Bugyeong SonDepartment of Public Health Sciences, College of Medicine, Hanyang University, Seoul, Republic of Korea.ORCID https://orcid.org/0009-0004-5372-5248
Pildoo SungDepartment of Sociology, College of Social Sciences, Hanyang University, Seoul, Republic of Korea.ORCID https://orcid.org/0000-0002-5730-6241

Funding

Hanyang University HY-202600000000791
6 · The paper itself

Abstract

aimDespite multimorbidity being common among older adults living alone, its specific patterns and healthcare implications remain underexplored. This study aimed to identify distinct multimorbidity patterns among older Koreans living alone and to examine their associations with healthcare utilization and unmet healthcare needs.

methodsData were obtained from the 2023 National Survey of Older Adults, comprising 3423 community-dwelling Koreans aged ≥ 65 years living alone. Latent class analysis was employed to identify multimorbidity patterns based on 11 chronic condition groups. Multivariable regression was used to estimate associations between these patterns and three binary outcomes: outpatient service use, hospitalization, and unmet healthcare needs.

resultsFour distinct patterns emerged: "Low Comorbidity" (23.2%), "Hypertension Dominant" (58.3%), "Neurobehavioral Challenges" (6.7%), and "Mobility Challenges" (11.8%). Compared to the Low Comorbidity pattern, all other patterns were associated with significantly higher odds of outpatient service use, with the highest odds observed in the Mobility Challenges pattern (OR = 5.59). Notably, unmet healthcare needs were significantly higher in the Neurobehavioral Challenges (OR = 3.30) and Mobility Challenges (OR = 2.41) patterns. No significant associations were found for hospitalization.

conclusionsMultimorbidity among older adults living alone is heterogeneous, with distinct patterns predicting varied healthcare outcomes. Specifically, individuals in the Neurobehavioral Challenges and Mobility Challenges patterns reported a co-occurrence of higher unmet needs alongside frequent clinical visits. These findings support a policy shift from traditional single-disease management toward person-centered, multimorbidity-informed integrated care to promote sustainable aging in place for this population.

Indexed as

Health Services Needs and DemandMultimorbidityPatient Acceptance of Health CareAgedAged, 80 and overChronic DiseaseEast Asian PeopleFemaleHospitalizationHumansIndependent LivingMaleRepublic of Koreahealthcare utilizationintegrated carelatent class analysismultimorbidityolder adults living aloneunmet healthcare needs

Identifiers

PMID42452944
PMCPMC13370145

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.