Background Sleep disorders are a major public health issue. Nearly 1 in 2 people experience sleep disturbances during their lifetime, with a potential harmful impact on well-being and physical and mental health. Objective The aim of this study was to better understand the clinical applications of wearable-based sleep monitoring; therefore, we conducted a review of the literature, including feasibility studies and clinical trials on this topic. Methods We searched PubMed, PsycINFO, ScienceDirect, the Cochrane Library, Scopus, and the Web of Science through June 2019. We created the list of keywords based on 2 domains: wearables and sleep. The primary selection criterion was the reporting of clinical trials using wearable devices for sleep recording in adults. Results The initial search identified 645 articles; 19 articles meeting the inclusion criteria were included in the final analysis. In all, 4 categories of the selected articles appeared. Of the 19 studies in this review, 58 % (11/19) were comparison studies with the gold standard, 21% (4/19) were feasibility studies, 15% (3/19) were population comparison studies, and 5% (1/19) assessed the impact of sleep disorders in the clinic. The samples were heterogeneous in size, ranging from 1 to 15,839 patients. Our review shows that mobile-health (mHealth) wearable–based sleep monitoring is feasible. However, we identified some major limitations to the reliability of wearable-based monitoring methods compared with polysomnography. Conclusions This review showed that wearables provide acceptable sleep monitoring but with poor reliability. However, wearable mHealth devices appear to be promising tools for ecological monitoring.
BackgroundSuicidal behaviour and deliberate self-harm are common among adults. Research indicates that maintaining contact either via letter or postcard with at-risk adults following discharge from care services can reduce reattempt risk. Feasibility trials demonstrated that intervention through text message was also effective in preventing suicide repetition amongst suicide attempters. The aim of the current study is to investigate the effect of text message intervention versus traditional treatment on reducing the risk of suicide attempt repetition among adults after self-harm.Methods/designThe study will be a 2-year multicentric randomized controlled trial conducted by the Brest University Hospital, France. Participants will be adults discharged after self–harm, from emergency services or after a short hospitalization. Participants will be recruited over a 12-month period. The intervention is comprised of an SMS that will be sent at h48, D7, D15 and monthly. The text message enquires about the patients’ well-being and includes information regarding individual sources of help and evidence-based self help strategies. Participants will be assessed at the baseline, month 6 and 13. As primary endpoint, we will assess the number of patients who reattempt suicide in each group at 6 months. As secondary endpoints, we will assess the number of patients who reattempt suicide at 13 month, the number of suicide attempts in the intervention and control groups at 6 and 13 month, the number of death by suicide in the intervention and control groups at month 6 and 13. In both groups, suicidal ideations, will be assessed at the baseline, month 6 and 13. Medical costs and satisfaction will be assessed at month 13.DiscussionThis paper describes the design and deployment of a trial SIAM; an easily reproducible intervention that aims to reduce suicide risk in adults after self-harm. It utilizes several characteristics of interventions that have shown a significant reduction in the number of suicide reattempts. We propose to assess its efficacy in reducing suicide reattempt in the suicide attempter (SA) population.Trial registrationThe study was registered on Clinical Trials Registry (clinicaltrials.gov): NCT02106949, registrerd on 06 June 2014.
Suicide risk assessment usually rely on brief medical visit and does not report the evolution of this risk after the patient discharge. However, the reattempt risk is still high several months after the initial attempt. In these setting, long term suicide prevention of at risk subjects are challenging. Thanks to recent technological advances, electronic health (eHealth) data collection strategies now can provide access to real-time patient self-report data during the interval between visits. The extension of the clinical assessment to the patient environment and data processing using data mining will support medical decision making.
BACKGROUND Sleep disorders are a major public health issue. Nearly one in two people will experience sleep disturbances during lifetime with a potential harmful impact on well-being, physical and mental health. The rise of connected objects is bringing new opportunities in sleep monitoring. OBJECTIVE To better understand the clinical value wearables-based sleep monitoring, we conducted a review of the literature, including feasibility studies and clinical trials on this topic. METHODS We searched PubMed, PsycINFO, ScienceDirect, the Cochrane Library, Scopus, and Web of Science up to June 2017. We created the list of keywords based on two domains: wearables and sleep. We used the Preferred Reporting Items for Systematic Reviews and Meta-Analyses to identify, select, and critically appraise relevant research while minimizing bias. RESULTS The initial research collected 255 articles. 18 articles meeting the inclusion criteria were included in the final analysis. Out of the selected articles, four categories appeared. Feasibility studies propose testing new connected tools during sleep, on small samples of subjects. Population comparison studies propose to evaluate the sleep of patients compared to that of healthy subjects. Several studies evaluated connected objects in comparison with polysomnography, a reference test in sleep assessment. Finally, an article evaluates the impact of sleep disorders in the clinic. CONCLUSIONS We conducted a broad analysis of studies on the clinical and technical aspects of the use of wearables for sleep monitoring. This review of the literature showed that wearables are acceptable and promising monitoring tools in a wide range of clinical applications for sleep monitoring.
IntroductionLe suicide et les conduites auto-agressives sont fréquents dans la population adulte. De précédentes études ont prouvé que le fait de maintenir le lien avec le sujet suicidant, par lettres ou cartes postales, après la prise en charge en aigu, réduit le risque de récidive. De plus, les études de faisabilité ont montré que l’intervention par SMS est acceptable pour les patients. L‘objectif principal de cette étude est de démontrer l’efficacité du dispositif de veille par SMS sur la réduction de la récidive suicidaire à 6 mois. Nous présenterons dans un premier temps l’étude de faisabilité puis l’étude multicentrique démarrée dans 8 CHU.Matériel et méthodeIl s’agira d’un essai de supériorité, contrôlé, randomisé, multicentrique, d’une durée de 2 ans, et piloté par le CHRU de Brest. Les sujets seront des adultes ayant survécu à un passage à l’acte suicidaire, inclus après une prise en charge aux urgences ou une courte hospitalisation. Le recrutement s’étalera sur une période de 9 mois. Les SMS seront envoyés à j2, j7, j15, puis mensuellement. Ces messages se soucieront du bien-être du patient, et lui rappelleront les coordonnées d’urgence dont il dispose en cas de besoin. Les patients seront évalués à j0, puis à 6 et 13 mois. Le critère de jugement principal sera le nombre de patients récidivant à 6 mois, dans le groupe recevant les SMS et dans le groupe témoin (qui bénéficie de la prise en charge de référence). Les critères de jugement secondaires seront le nombre de patients récidivant à 13 mois, le nombre de tentatives de suicide à 6 et 13 mois, le nombre de décès par suicide à 6 et 13 mois, dans les deux groupes. Les idées suicidaires seront évaluées dans chaque groupe, à j0, à 6 mois, et à 13 mois. Enfin, les coûts médicaux et la satisfaction seront évalués à 13 mois.Résultats attendusLa fréquence de récidive attendue à 6 mois dans le groupe témoin est de l’ordre de 18 %. Nous espérons la réduire à 9 % grâce au contact par SMS. Afin d’y parvenir, le nombre de sujets nécessaires a été évalué à 530, soit 265 dans chaque bras.DiscussionCe dispositif de veille par SMS s’appuie sur de précédentes interventions, aux résultats significatifs dans le domaine, et est facilement reproductible. Nous proposons d’évaluer son efficacité dans la réduction du risque de récidive suicidaire au sein d’une population d’adultes ayant fait un passage à l’acte.
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