Virtual first: implementation of a novel sleep telehealth platform in the United States military

Emerson M. Wickwire, Jacob Collen, Vincent Capaldi, Samson Z Assefa, Rachell L Jones, Scott G. Williams, Connie Thomas, Daniel C. Williams, Jennifer S. Albrecht
{"title":"Virtual first: implementation of a novel sleep telehealth platform in the United States military","authors":"Emerson M. Wickwire, Jacob Collen, Vincent Capaldi, Samson Z Assefa, Rachell L Jones, Scott G. Williams, Connie Thomas, Daniel C. Williams, Jennifer S. Albrecht","doi":"10.3389/frsle.2024.1304743","DOIUrl":null,"url":null,"abstract":"There is a gross shortage of sleep specialist providers within the military health system. Telehealth and mobile health represent promising approaches to increase access to high quality, cost-effective care in the U.S military.This paper reports findings from a mixed-methods clinical implementation study of a novel sleep telehealth platform at two military treatment facilities in the National Capitol Region. The platform includes a mobile app and integrated wearable sensors (i.e., a commercial off-the-shelf sleep tracker [Fitbit]). The primary purpose was to evaluate the implementation of a 10-day remote monitoring assessment and provision of evidence-based sleep treatment recommendations to patients and providers. In addition, we sought to observe, in an exploratory manner, subsequent engagement with the app during 5 days of personalized sleep education and training.Patients with sleep problems completed an intensive 10-day remote monitoring assessment that included a baseline intake questionnaire, daily sleep diaries, twice daily symptom surveys, and Fitbit. Based on this assessment, patients received personalized assessment results. Concurrently, a provider report was generated that included provisional diagnoses and evidence-based treatment recommendations. Next, participants gained access to personalized sleep education and trainings within the mobile app. Within an established implementation science framework, outcomes were assessed via behavioral adherence (engagement with the app) and separate questionnaires for patients and providers. Last, we conducted four focus groups with patients and 12 key informant interviews with primary care managers (PCMs) and economic stakeholders to seek feedback and recommendations for future directions.Two hundred and seventy patients participated in the study. Using validated research questionnaires, participants reported high-risk for obstructive sleep apnea (65.6%), moderate to severe insomnia (38.2%), and moderate to severe daytime sleepiness (38.5%), and moderate to severe anxiety (14.1%) and depressive (20.4%) symptoms. Total sleep time was 6.6 (SD = 1.8) h based on sleep diaries and 6.1 (SD = 1.8) h based on Fitbit. Regarding implementation, reach, effectiveness, adoption, implementation, and maintenance were all notably high, based on quantitative and qualitative data from participants and PCMs.Sleep telehealth and mobile health represent promising approaches to increase access to cost-effective, evidence-based care for sleep disorders in the U.S. military.","PeriodicalId":73106,"journal":{"name":"Frontiers in sleep","volume":" 44","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-02-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Frontiers in sleep","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.3389/frsle.2024.1304743","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

There is a gross shortage of sleep specialist providers within the military health system. Telehealth and mobile health represent promising approaches to increase access to high quality, cost-effective care in the U.S military.This paper reports findings from a mixed-methods clinical implementation study of a novel sleep telehealth platform at two military treatment facilities in the National Capitol Region. The platform includes a mobile app and integrated wearable sensors (i.e., a commercial off-the-shelf sleep tracker [Fitbit]). The primary purpose was to evaluate the implementation of a 10-day remote monitoring assessment and provision of evidence-based sleep treatment recommendations to patients and providers. In addition, we sought to observe, in an exploratory manner, subsequent engagement with the app during 5 days of personalized sleep education and training.Patients with sleep problems completed an intensive 10-day remote monitoring assessment that included a baseline intake questionnaire, daily sleep diaries, twice daily symptom surveys, and Fitbit. Based on this assessment, patients received personalized assessment results. Concurrently, a provider report was generated that included provisional diagnoses and evidence-based treatment recommendations. Next, participants gained access to personalized sleep education and trainings within the mobile app. Within an established implementation science framework, outcomes were assessed via behavioral adherence (engagement with the app) and separate questionnaires for patients and providers. Last, we conducted four focus groups with patients and 12 key informant interviews with primary care managers (PCMs) and economic stakeholders to seek feedback and recommendations for future directions.Two hundred and seventy patients participated in the study. Using validated research questionnaires, participants reported high-risk for obstructive sleep apnea (65.6%), moderate to severe insomnia (38.2%), and moderate to severe daytime sleepiness (38.5%), and moderate to severe anxiety (14.1%) and depressive (20.4%) symptoms. Total sleep time was 6.6 (SD = 1.8) h based on sleep diaries and 6.1 (SD = 1.8) h based on Fitbit. Regarding implementation, reach, effectiveness, adoption, implementation, and maintenance were all notably high, based on quantitative and qualitative data from participants and PCMs.Sleep telehealth and mobile health represent promising approaches to increase access to cost-effective, evidence-based care for sleep disorders in the U.S. military.
虚拟第一:在美国军队中实施新型睡眠远程保健平台
军队医疗系统严重缺乏睡眠专家。本文报告了一项混合方法临床实施研究的结果,该研究在国家首都地区的两家军事治疗机构中采用了新型睡眠远程保健平台。该平台包括一个移动应用程序和集成的可穿戴传感器(即现成的商用睡眠追踪器 [Fitbit])。主要目的是评估为期 10 天的远程监测评估的实施情况,以及向患者和医疗服务提供者提供循证睡眠治疗建议的情况。此外,我们还试图以探索性的方式观察患者在 5 天的个性化睡眠教育和培训期间对该应用程序的后续使用情况。有睡眠问题的患者完成了为期 10 天的密集远程监测评估,其中包括基线摄入量问卷、每日睡眠日记、每日两次症状调查和 Fitbit。根据评估结果,患者会收到个性化的评估结果。同时,还生成了一份医疗服务提供者报告,其中包括临时诊断和循证治疗建议。接下来,参与者可以在移动应用程序中获得个性化的睡眠教育和培训。在既定的实施科学框架内,我们通过行为依从性(参与应用程序)以及针对患者和医疗服务提供者的单独问卷对结果进行了评估。最后,我们对患者进行了四次焦点小组讨论,并对初级保健管理者(PCM)和经济利益相关者进行了 12 次关键信息访谈,以寻求反馈和对未来发展方向的建议。通过使用经过验证的研究问卷,参与者报告了阻塞性睡眠呼吸暂停的高风险(65.6%)、中度至重度失眠(38.2%)、中度至重度白天嗜睡(38.5%)以及中度至重度焦虑(14.1%)和抑郁症状(20.4%)。根据睡眠日记,总睡眠时间为 6.6 小时(标准差 = 1.8 小时),根据 Fitbit,总睡眠时间为 6.1 小时(标准差 = 1.8 小时)。根据参与者和PCM提供的定量和定性数据,睡眠远程保健和移动医疗的实施率、覆盖率、有效性、采用率、实施率和维持率都很高。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信