Evidence map›Paper›PMID 40155837›Full record

ArticleBMC geriatrics2025

Internet use patterns and their relationship with frailty in older Japanese adults.

Yaya Li, Kayo Godai, Michiko Kido, Susumu Komori, Ryoichi Shima, Kei Kamide, Mai Kabayama

Abstract read
In one paragraph

Article in BMC geriatrics, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

7 authors.

Yaya LiDepartment of Health Sciences, Graduate School of Medicine, Osaka University, Osaka, 565- 0871, Japan. li.yaya@sahs.med.osaka-u.ac.jp.ORCID http://orcid.org/0000-0002-4301-4205
Kayo GodaiDepartment of Health Sciences, Graduate School of Medicine, Osaka University, Osaka, 565- 0871, Japan.
Michiko KidoDepartment of Health Sciences, Graduate School of Medicine, Osaka University, Osaka, 565- 0871, Japan.
Susumu KomoriHealth and Welfare Center, Toyono Town, 563-0103, Osaka, Japan.
Ryoichi ShimaGraduate School of Medicine, Strategic Global Partnership & the X(Cross)-Innovation Initiative, Osaka University & Osaka University Hospital, Osaka, 565-0871, Japan.
Kei KamideDepartment of Health Sciences, Graduate School of Medicine, Osaka University, Osaka, 565- 0871, Japan.
Mai KabayamaDepartment of Health Sciences, Graduate School of Medicine, Osaka University, Osaka, 565- 0871, Japan. kabayama@sahs.med.osaka-u.ac.jp.ORCID http://orcid.org/0000-0003-1394-1152

Funding

JSPS KAKENHI Grant 23K24672THE UNIVERS FOUNDATION 20-01-191
6 · The paper itself

Abstract

backgroundInternet use is increasing among older adults worldwide, raising interest in its potential empowering effects on healthy aging. However, the relationship between internet use and frailty among older adults remains underexplored.

methodsWe conducted a postal survey between February and March 2021 in Osaka, Japan. The survey included 1,288 respondents aged ≥ 65 years, yielding a response rate of 71.6%. Internet use patterns were divided based on the frequencies of 8 internet use activities using a k-means cluster analysis. Frailty was assessed using the Japanese Kihon Checklist with a cut-off score of ≥ 8 defining a frail status. Covariates included age, sex, living alone, economic status, work, multimorbidity, smoking, and physical activity. We employed logistic regression models to investigate the associations. Stratified analyses were also conducted by sex and age (65-74 years, ≥ 75 years).

resultsAfter excluding individuals with incomplete data on internet use or long-term care users or living a nursing home, we analyzed 908 participants (45.42% female, average age 73.74 years, 25.37% frail). The K-means cluster analysis identified three internet use patterns: "less use" (n = 478), "social use" (n = 261), and "functional use" (n = 169). Logistic regressions with less use as a reference showed a negative relationship between social use and frailty (adjusted OR, 0.54; 95% CI, 0.35-0.84). The stratified analysis revealed significant relationships between social use and frailty only in males aged 65-74 years and females ≥ 75 years. A relationship was not observed between functional use and frailty.

conclusionsWe confirmed the segmentation of internet use patterns and its associations with frailty in older populations, noting age-sex differences. The heterogeneity in the association between internet use and frailty provides evidence for the incorporation of digital technology into health care for older adults, highlighting its role in enhancing social interaction. These findings are cross-sectional, which limits causal inference. Further longitudinal study is needed.

Indexed as

Frail ElderlyFrailtyInternet UseAgedAged, 80 and overCross-Sectional StudiesEast Asian PeopleFemaleHumansJapanMaleSurveys and QuestionnairesAgedDigital healthFrailtyInternet useJapanSocial factor

Identifiers

PMID40155837
PMCPMC11951635

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.