Evidence map›Paper›PMID 40534180›Full record

ArticleJournal of medical Internet research2025

Sleep, Health Care-Seeking Behaviors, and Perceptions Associated With the Use of Sleep Wearables in Canada: Results From a Nationally Representative Survey.

Karianne Dion, Meggan Porteous, Tetyana Kendzerska, Ashley Nixon, Elliott Lee, Massimiliano de Zambotti, Sheila N Garland, Mandeep Singh, Gino De Luca, Samuel Gillman and 4 more

Abstract read
In one paragraph

Article in Journal of medical Internet research, 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. Night Watch: A Survey of Older Adult Sleep-Tracking.Behavioral sciences (Basel, Switzerland) · 2026
    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

14 authors.

Karianne DionSleep Research Unit, University of Ottawa Institute of Mental Health Research at The Royal, 1145 Carling Avenue, Ottawa, ON, Canada, 1 6137226521.ORCID http://orcid.org/0000-0002-5327-8132
Meggan PorteousSleep Research Unit, University of Ottawa Institute of Mental Health Research at The Royal, 1145 Carling Avenue, Ottawa, ON, Canada, 1 6137226521.ORCID http://orcid.org/0000-0001-6771-4065
Tetyana KendzerskaDepartment of Medicine, Faculty of Medicine, The Ottawa Hospital Research Institute, University of Ottawa, Ottawa, ON, Canada.ORCID http://orcid.org/0000-0002-5301-1796
Ashley NixonSchool of Psychology, University of Ottawa, Ottawa, ON, Canada.ORCID http://orcid.org/0000-0002-1321-920X
Elliott LeeSleep Research Unit, University of Ottawa Institute of Mental Health Research at The Royal, 1145 Carling Avenue, Ottawa, ON, Canada, 1 6137226521.ORCID http://orcid.org/0000-0002-9717-6429
Massimiliano de ZambottiCenter for Health Sciences, SRI International, Menlo Park, CA, United States.ORCID http://orcid.org/0000-0002-0057-5977
Sheila N GarlandDepartment of Psychology, Memorial University, St-John's, NL, Canada.ORCID http://orcid.org/0000-0002-6119-318X
Mandeep SinghToronto Sleep and Pulmonary Centre, Toronto, ON, Canada.ORCID http://orcid.org/0000-0002-3393-8586
Gino De LucaNational Research Council Canada, Ottawa, ON, Canada.ORCID http://orcid.org/0009-0005-2478-9178
Samuel GillmanSleep, Cognition, & Neuroimaging Lab, Montréal, QC, Canada.ORCID http://orcid.org/0000-0001-6791-7831
Andrée-Ann BarilDepartment of Medicine, Université de Montréal, Montréal, QC, Canada.ORCID http://orcid.org/0000-0002-9710-5348
Dave GallsonMood Disorders Society of Canada, Belleville, ON, Canada.ORCID http://orcid.org/0000-0003-4876-1071
Rebecca RobillardSleep Research Unit, University of Ottawa Institute of Mental Health Research at The Royal, 1145 Carling Avenue, Ottawa, ON, Canada, 1 6137226521.ORCID http://orcid.org/0000-0002-1491-997X
Canadian Sleep Research ConsortiumSchool of Psychology, University of Ottawa, Ottawa, ON, Canada.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The popularity of sleep-tracking wearables has surged worldwide. Yet, there are significant gaps in understanding the real-life implications of this phenomenon. While wearables may offer insights about sleep and promote sleep health awareness, evidence remains mixed on whether they lead to improved sleep outcomes or fuel sleep anxiety. Objective: This study aims to (1) determine the prevalence and sociodemographic predictors of using sleep wearables in Canada, (2) evaluate the perceived effects of wearable use on sleep and stress, (3) compare sleep and health care-seeking behaviors in users and nonusers, and (4) investigate the moderating effects of wearable use on the association between sleep and anxiety. Methods: An online survey investigating sleep and mental health was distributed to a representative sample of 1200 Canadians. The survey included questions on demographics, wearables use, sleep patterns, health care-seeking behaviors, insomnia (ISI-3 [Insomnia Severity Index-3]), and anxiety (GAD-7 [Generalized Anxiety Disorder-7]) symptoms. Analyses relied on descriptive statistics and logistic regression (aims 1 and 2), multivariate analyses of covariance and chi-squared analyses (aim 3), and multiple regression (aim 4). Results: Among the 1200 respondents (n=636, 53% female; aged 16 to 88 years), 19.3% (n=231) reported using a wearable device to monitor sleep. Several sociodemographic variables were associated with an increased likelihood of using wearables including: youth, being retired, being part of a racialized minority group, earning a higher income, having greater health care coverage, having a sleep disorder, and having a mental disorder (χ214=110.2, P<.001). Of all wearable users, nearly 45% felt that using sleep wearables had a positive effect on their sleep (n=102) and stress levels (n=97), while 4.5% (n=10) noted a negative effect. Compared to nonusers, wearable users reported 13 minutes longer sleep onset latency (F1,1151=5.21, P=.02, ƞp2=0.005), slept about 1 hour less (F1,1143=31.60, P<.001, ƞp2=0.027), and endorsed more severe insomnia symptoms (F1,1119=4.04, P<.05, ƞp2=0.004). After adjusting for the presence of sleep disorders, only the differences in sleep duration remained. The proportion of wearable users was almost twice as high in those having informed a health care provider about sleep difficulties (χ22=35.4, P<.001) and in those having used sleep medications (χ23=38.7, P<.001). Wearable use was identified as a moderator of the effect of anxiety symptoms on sleep duration, with wearable users showing a steeper decline in total sleep time as anxiety increased compared to nonusers (F1,1165=17.5, P<.001). Conclusions: One in 5 Canadians acknowledged having used sleep wearables. Predictors include younger age, higher income, and having a sleep or mental disorder. Although many individuals reported positive effects of sleep wearables, wearables use strengthened the link between short sleep and anxiety. Expanding our understanding of the factors associated with beneficial versus detrimental use of sleep wearables may help support more informed applications.

Indexed as

Patient Acceptance of Health CareSleepWearable Electronic DevicesAdolescentAdultAgedAnxietyCanadaFemaleHumansMaleMiddle AgedSleep Initiation and Maintenance DisordersSurveys and QuestionnairesYoung AdultanxietyCanadamental healthpopulationsleep monitoringsleep trackingsleep wearables

Identifiers

PMID40534180
PMCPMC12187025

What OpenQuestion holds

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LicenceCC BY
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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.