Evidence map›Paper›PMID 42698085›Full record

Observational studyBMC health services research2026

Socioeconomic disparities in age at entry into Korea's Long-Term Care Insurance: a descriptive analysis of 1.07 million adults, 2008-2022.

Jin-Won Noh, Jinseok Kim, Min-Hee Heo, Young Dae Kwon

Abstract readObservational Study
In one paragraph

Observational study in BMC health services research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Jin-Won Noh *Division of Health Administration, College of Software and Digital Healthcare Convergence, Yonsei University, Wonju, 26493, Republic of Korea.
Jinseok Kim *Department of Social Welfare, Seoul Women's University, Seoul, 01797, Republic of Korea.
Min-Hee HeoInstitute for Planetary Health, Yonsei University, Wonju, 26493, Republic of Korea.
Young Dae KwonDepartment of Humanities and Social Medicine, College of Medicine, The Catholic University of Korea, 222 Banpo-Daero, Seocho-gu, Seoul, 06591, Republic of Korea. snukyd1@naver.com.ORCID http://orcid.org/0000-0002-8781-6832

Funding

the Ministry of Education of the Republic of Korea and the National Research Foundation of Korea NRF-2025S1A5A2A03016626
6 · The paper itself

Abstract

backgroundThis study examined how individual socioeconomic and health characteristics shape the timing of entry into Korea's Long-Term Care Insurance (LTCI) system by comparing the ages at application and approval.

methodsUsing the National Health Information Database, a nationally representative Korean claims dataset, we analyzed data from 1,068,669 adults aged ≥ 41 years who were followed from 2008 to 2022. This exploratory descriptive study used administrative records to determine ages at LTCI application and approval. Associations with gender, disability, income level, insurance type, and multimorbidity were assessed using descriptive statistics, bivariate comparisons (t-tests, F-tests), and kernel density plots to visualize distributional patterns across subgroups.

resultsThe mean age at LTCI application was 79.98 years, and the mean age at approval was 80.95 years, indicating that most beneficiaries enter the system well beyond the initial eligibility age of 65 years. Women, people without disabilities, and individuals with fewer chronic conditions tended to enter and be approved later, whereas individuals with greater disease burden entered earlier and were typically approved earlier. Both the lowest- and highest National Health Insurance contribution groups showed later entry than middle-income groups, while Medical Aid beneficiaries entered earlier than those covered by employment-based or region-based insurance.

conclusionsAmong adults who survive to older ages, LTCI applications and approvals tend to occur well beyond the initial eligibility age of 65 years. Differences in mean ages at entry across subgroups may reflect both variation in help-seeking and differential survival, and our descriptive comparisons cannot disentangle these mechanisms. These patterns provide baseline evidence on ages at entry among survivors and are consistent with possible socioeconomic and informational barriers. Targeted outreach, strengthened health literacy, and more responsive administrative support are therefore best viewed as plausible policy responses and as priorities for future analytic research that explicitly accounts for competing mortality. CLINICAL TRIAL NUMBER: Not applicable.

Indexed as

Insurance, Long-Term CareAdultAgedAged, 80 and overAge FactorsFemaleHumansMaleMiddle AgedNational Health ProgramsRepublic of KoreaSocioeconomic Disparities in HealthSocioeconomic FactorsAging populationsEquityHealth services accessKoreaLong-term care insuranceSocioeconomic disparities

Identifiers

PMID42698085
PMCPMC13545784

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Registered trials

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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.