Evidence map›Paper›PMID 42110861›Full record

ArticleCirculation reports2026

Daily Digital Device Use and eHealth Literacy Among Hospitalized Older Adults With Heart Failure: A Multicenter Cohort Study.

Shingo Koyama, Iwao Kojima, Yuki Kimura, Hiroaki Asada, Jinshiro Saito, Ryota Yokoyama, Takuma Kawashima, Satoru Yoshioka, Toshiaki Sakakibara, Keisuke Takada and 3 more

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Article in Circulation reports, 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

The trial behind it

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

13 authors.

Shingo KoyamaFaculty of Health Sciences, Tsukuba University of Technology Ibaraki Japan.
Iwao KojimaDepartment of Shizuoka Physical Therapy, Faculty of Health Science, Tokoha University Shizuoka Japan.
Yuki KimuraDepartment of Rehabilitation, Kawasaki Municipal Kawasaki Hospital Kawasaki Japan.
Hiroaki AsadaDepartment of Rehabilitation, Kawasaki Saiwai Hospital Kawasaki Japan.
Jinshiro SaitoDepartment of Rehabilitation, Kawasaki Saiwai Hospital Kawasaki Japan.
Ryota YokoyamaDepartment of Rehabilitation, AOI International Hospital Kawasaki Japan.
Takuma KawashimaDepartment of Rehabilitation Technology, Nippon Koukan Hospital Kawasaki Japan.
Satoru YoshiokaDepartment of Central Rehabilitation, Kanto Rosai Hospital Kawasaki Japan.
Toshiaki SakakibaraDepartment of Central Rehabilitation, Kanto Rosai Hospital Kawasaki Japan.
Keisuke TakadaDepartment of Central Rehabilitation, Kanto Rosai Hospital Kawasaki Japan.
Yosuke SugitaFaculty of Health Sciences, Tsukuba University of Technology Ibaraki Japan.
Misa MiuraFaculty of Health Sciences, Tsukuba University of Technology Ibaraki Japan.
Satoshi SakaiFaculty of Health Sciences, Tsukuba University of Technology Ibaraki Japan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Many older adults lack eHealth literacy to effectively benefit from digital health technologies. We examined the association between daily digital device use and eHealth literacy among older adults hospitalized for heart failure (HF). Methods and Results: This prospective multicenter cohort study enrolled patients aged ≥65 years hospitalized for HF. eHealth literacy was assessed at discharge using the eHealth Literacy Scale (eHEALS). Digital device use was evaluated based on daily usage time. Logistic regression analyses examined associations between digital device use and high eHealth literacy (eHEALS ≥26). In all, 219 patients (mean [±SD] age 82.0±7.9 years; 42.2% women) were analyzed. Device users had higher eHealth literacy than non-users. Daily digital device use >1 h/day was significantly associated with high eHealth literacy (odds ratio 13.01; 95% confidence interval 3.38-50.08). Among device users, high eHealth literacy was associated with a greater use of devices for emails or messaging, searching for health information, pedometer use, and administrative procedures (e-government services). Conclusions: eHealth literacy among hospitalized older adults with HF was low but significantly associated with digital device use. Information-seeking and interactive digital behaviors were linked to higher eHealth literacy. Tailoring discharge education to individual eHealth literacy levels may be important for planning post-discharge self-management support.

Indexed as

AgedComputersHealth literacyHeart failure

Identifiers

PMID42110861
PMCPMC13153669

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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.