Evidence map›Paper›PMID 42854245›Full record

ArticleJMIR formative research2026

Association Between Wrist-Worn Device-Estimated Sleep Efficiency and Hand Grip Strength in Older Outpatients With Cardiometabolic Diseases: Cross-Sectional Study.

Yoshiaki Tamura, Rui Gong, Yuji Murao, Fumino Kobayashi, Satomi Kobayashi, Remi Kodera, Kazuhito Oba, Maki Shirobe, Kenji Toyoshima, Kanae Kubo and 10 more

Abstract read
In one paragraph

Article in JMIR formative 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.

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

20 authors.

Yoshiaki TamuraDepartment of Diabetes, Metabolism, and Endocrinology, Tokyo Metropolitan Institute for Geriatrics and Gerontology, 35-2 Sakaecho, Itabashi-ku, Tokyo, 173-0015, Japan, 81 3-3964-1141, 81 3-3964-1392.ORCID http://orcid.org/0000-0003-4829-3319
Rui GongResearch Team for Human Care, Tokyo Metropolitan Institute for Geriatrics and Gerontology, Itabashi-ku, Tokyo, Japan.ORCID http://orcid.org/0000-0001-5112-5696
Yuji MuraoCenter for Comprehensive Care and Research for Prefrailty, Tokyo Metropolitan Institute for Geriatrics and Gerontology, Itabashi-ku, Tokyo, Japan.ORCID http://orcid.org/0000-0002-9940-3947
Fumino KobayashiCenter for Comprehensive Care and Research for Prefrailty, Tokyo Metropolitan Institute for Geriatrics and Gerontology, Itabashi-ku, Tokyo, Japan.ORCID http://orcid.org/0000-0002-4482-8905
Satomi KobayashiDepartment of Medicine and Rheumatology, Tokyo Metropolitan Institute for Geriatrics and Gerontology, Itabashi-ku, Tokyo, Japan.ORCID http://orcid.org/0000-0002-5454-1051
Remi KoderaDepartment of Diabetes, Metabolism, and Endocrinology, Tokyo Metropolitan Institute for Geriatrics and Gerontology, 35-2 Sakaecho, Itabashi-ku, Tokyo, 173-0015, Japan, 81 3-3964-1141, 81 3-3964-1392.ORCID http://orcid.org/0009-0007-8048-0938
Kazuhito ObaDepartment of Diabetes, Metabolism, and Endocrinology, Tokyo Metropolitan Institute for Geriatrics and Gerontology, 35-2 Sakaecho, Itabashi-ku, Tokyo, 173-0015, Japan, 81 3-3964-1141, 81 3-3964-1392.ORCID http://orcid.org/0000-0002-2248-0856
Maki ShirobeResearch Team for Promoting Independence and Mental Health, Tokyo Metropolitan Institute for Geriatrics and Gerontology, Itabashi-ku, Tokyo, Japan.ORCID http://orcid.org/0000-0003-2478-8202
Kenji ToyoshimaDepartment of Diabetes, Metabolism, and Endocrinology, Tokyo Metropolitan Institute for Geriatrics and Gerontology, 35-2 Sakaecho, Itabashi-ku, Tokyo, 173-0015, Japan, 81 3-3964-1141, 81 3-3964-1392.ORCID http://orcid.org/0000-0002-1220-273X
Kanae KuboDepartment of Medicine and Rheumatology, Tokyo Metropolitan Institute for Geriatrics and Gerontology, Itabashi-ku, Tokyo, Japan.ORCID http://orcid.org/0000-0002-5548-0895
Yuko ChibaDepartment of Diabetes, Metabolism, and Endocrinology, Tokyo Metropolitan Institute for Geriatrics and Gerontology, 35-2 Sakaecho, Itabashi-ku, Tokyo, 173-0015, Japan, 81 3-3964-1141, 81 3-3964-1392.ORCID http://orcid.org/0000-0002-9043-0367
Hisashi KawaiResearch Team for Human Care, Tokyo Metropolitan Institute for Geriatrics and Gerontology, Itabashi-ku, Tokyo, Japan.ORCID http://orcid.org/0000-0003-3015-6041
Joji IshikawaCenter for Comprehensive Care and Research for Prefrailty, Tokyo Metropolitan Institute for Geriatrics and Gerontology, Itabashi-ku, Tokyo, Japan.ORCID http://orcid.org/0000-0002-8669-815X
Hiroyuki SasaiResearch Team for Promoting Independence and Mental Health, Tokyo Metropolitan Institute for Geriatrics and Gerontology, Itabashi-ku, Tokyo, Japan.ORCID http://orcid.org/0000-0001-8120-6163
Yoshinori FujiwaraCenter for Comprehensive Care and Research for Prefrailty, Tokyo Metropolitan Institute for Geriatrics and Gerontology, Itabashi-ku, Tokyo, Japan.ORCID http://orcid.org/0000-0002-3384-1696
Shunei KyoTokyo Metropolitan Institute for Geriatrics and Gerontology, Itabashi-ku, Tokyo, Japan.ORCID http://orcid.org/0000-0002-3395-6741
Kenji TobaTokyo Metropolitan Institute for Geriatrics and Gerontology, Itabashi-ku, Tokyo, Japan.ORCID http://orcid.org/0000-0002-2297-9534
Masahiro AkishitaTokyo Metropolitan Institute for Geriatrics and Gerontology, Itabashi-ku, Tokyo, Japan.ORCID http://orcid.org/0000-0001-5498-7224
Shuichi ObuchiResearch Team for Human Care, Tokyo Metropolitan Institute for Geriatrics and Gerontology, Itabashi-ku, Tokyo, Japan.ORCID http://orcid.org/0000-0003-0187-9275
Atsushi ArakiDepartment of Diabetes, Metabolism, and Endocrinology, Tokyo Metropolitan Institute for Geriatrics and Gerontology, 35-2 Sakaecho, Itabashi-ku, Tokyo, 173-0015, Japan, 81 3-3964-1141, 81 3-3964-1392.ORCID http://orcid.org/0000-0001-9088-2841

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Older outpatients with chronic diseases are susceptible to muscle weakness and functional disabilities. Recently, various wearable devices have been developed to generate health lifelogs in daily life; however, data from patients with chronic diseases remain scarce. Previous studies have shown that subjective sleep efficiency assessed by self-questionnaires is associated with grip strength, but whether objective sleep efficiency detected by wearable devices is associated with physical function and body composition remains unclear. Objective: The aim of this study is to clarify the association between sleep duration, sleep efficiency estimated by wearable watch, grip strength, frailty, and sarcopenia in outpatients with predominantly cardiometabolic diseases and the influence of diabetes as part of the Smart Watch Innovation for Geriatrics and Gerontology (SWING-Japan) project. Methods: In this cross-sectional study, the wrist-worn device Silmee 22 was used in an outpatient clinic of an acute care facility for 7-90 nights for the analyses, and individual average sleep duration and efficiency (wearable-estimated sleep efficiency: total sleep duration/time spent in bed) were calculated. Low grip strength was defined as <28 kg for men and <18 kg for women. Sarcopenia was defined based on the Asian criteria and frailty based on the Japanese version of Cardiovascular Health Study and Kihon Checklist criteria. Sleep indices were compared between individuals with and without these conditions. Next, logistic regression analysis was performed, with lower grip strength as the dependent variable and wearable-estimated sleep efficiency as the independent variable, adjusted for age, sex, BMI, glycohemoglobin, cognitive function (Mini-Mental State Examination), Geriatric Depression Scale-15 score, and daily step count measured using the ankle-worn device WalkX. Subgroup analyses were performed and stratified according to the status of diabetes mellitus. Results: Data from 165 patients (median age: 77 y; duration of device use: 65 d; diabetes prevalence: 55%) were used for analyses. Wearable-estimated sleep efficiency and sleep duration were significantly lower in patients with low grip strength than in those without (58.0% vs 62.7%, Conclusions: In older patients with cardiometabolic diseases, objective low wearable-estimated sleep efficiency evaluated with wrist-worn wearable devices was associated with low muscle strength. No evidence was found to suggest that the strength of this association differed according to diabetes status. Longitudinal studies are needed to clarify the long-term association between low wearable-estimated sleep efficiency and muscle strength in this population.

Indexed as

Cardiovascular DiseasesHand StrengthSleepWearable Electronic DevicesAgedAged, 80 and overCross-Sectional StudiesDigital HealthFemaleHumansJapanMaleOutpatientsSleep Durationdiabetes mellitusgrip strengtholdersleep efficiencywearable deviceswrist-worn

Identifiers

PMID42854245
PMCPMC13652524

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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.