Evidence map›Paper›PMID 42903110›Full record

ArticleFrontiers in public health2026

Higher-level functional capacity and incident long-term care insurance certification: a competing risks analysis.

Meiling Qian, Jinrui Zhang, Shuanghong Li, Maiko Shigeeda, Haotian Gao, Ruifeng Zhao, Mengxuan Wang, Dandan Jiao, Yuko Sawada, Akihiro Kakuda and 4 more

Abstract read
In one paragraph

Article in Frontiers in public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

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

14 authors.

Meiling QianGraduate School of Comprehensive Human Sciences, University of Tsukuba, Tsukuba, Japan.
Jinrui ZhangGraduate School of Comprehensive Human Sciences, University of Tsukuba, Tsukuba, Japan.
Shuanghong LiGraduate School of Comprehensive Human Sciences, University of Tsukuba, Tsukuba, Japan.
Maiko ShigeedaGraduate School of Comprehensive Human Sciences, University of Tsukuba, Tsukuba, Japan.
Haotian GaoGraduate School of Comprehensive Human Sciences, University of Tsukuba, Tsukuba, Japan.
Ruifeng ZhaoGraduate School of Comprehensive Human Sciences, University of Tsukuba, Tsukuba, Japan.
Mengxuan WangGraduate School of Comprehensive Human Sciences, University of Tsukuba, Tsukuba, Japan.
Dandan JiaoDepartment of Nursing, The First Affiliated Hospital and College of Clinical Medicine, Henan University of Science and Technology, Luoyang, Henan, China.
Yuko SawadaDepartment of Physical Therapy, Morinomiya University of Medical Sciences, Osaka, Japan.
Akihiro KakudaDepartment of Physical Therapy, Morinomiya University of Medical Sciences, Osaka, Japan.
Hiroshi KinoshitaDepartment of Public Welfare, Tobishima, Japan.
Rika OkumuraDepartment of Public Welfare, Tobishima, Japan.
Yuriko KawasakiDepartment of Public Welfare, Tobishima, Japan.
Tokie AnmeFaculty of Medicine, University of Tsukuba, Tsukuba, Ibaraki, Japan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Higher-level functional capacity (HLFC) may capture functional vulnerability beyond basic activities of daily living in older adults. However, the association of baseline HLFC with subsequent incident long-term care insurance (LTCI) certification remains unclear when death is considered a competing event. Methods: This prospective cohort study included 688 community-dwelling Japanese adults aged 65 years or older who participated in the 2017 wave of the Community Empowerment and Care for Well-being and Healthy Longevity Study. HLFC was assessed once at baseline using the Tokyo Metropolitan Institute of Gerontology Index of Competence (TMIG-IC), including the total score and the formal subdomain scores for Instrumental Self-Maintenance, Intellectual Activity, and Social Role. Participants were followed for 8 years. Incident LTCI certification at Support Level 1 or higher was analyzed using Fine-Gray competing-risk regression, with death before certification treated as a competing event. The fully adjusted Fine-Gray model included age group, sex, living arrangement, physical activity, smoking status, alcohol consumption, and disease status. Results: Among 688 complete-case participants, 145 developed incident LTCI certification and 79 died before certification. In the fully adjusted model, higher HLFC total score was associated with a lower cumulative incidence of incident LTCI certification (sHR per 1-point increase, 0.941; 95% CI, 0.891-0.994; Conclusion: Higher baseline HLFC total and Social Role scores were associated with a lower subsequent cumulative incidence of incident LTCI certification in the prespecified age-group-adjusted analysis. The total-score association was substantially attenuated under alternative age adjustments, while the magnitude of the Social Role association also varied.

Indexed as

Activities of Daily LivingCertificationGeriatric AssessmentInsurance, Long-Term CareAgedAged, 80 and overAging in PlaceFemaleHumansIndependent LivingJapanMaleProspective StudiesRisk Assessmentageingcohort studycompeting riskshigher-level functional capacitylong-term care insurancesocial role

Identifiers

PMID42903110
PMCPMC13680145

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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.