Wearable activity monitors

  • 文章类型: Journal Article
    背景:可穿戴技术用于监视和激发身体活动(PA),并提供连续的,客观PA和睡眠数据外的临床设置。我们回顾了文献,以了解可穿戴设备如何整合到前列腺癌(PC)研究中,以确定当前的实践。间隙,和研究机会。
    方法:我们对使用可穿戴设备的文章进行了文献检索,在2012年至2022年之间发布的PC幸存者中。我们提取了研究细节,干预措施和结果,参与者基线特征,和器件特性。我们按研究类型对它们进行分组:随机对照试验(RCT),非随机化,和定性。
    结果:在筛选的354篇文章中,44符合资格标准,23项随机对照试验,和21个非随机化。89%的人使用可穿戴设备来监控PA指标,11%的睡眠指标,和6.8%。大多数干预措施是运动(70%的随机对照试验,9%非随机研究)或生活方式干预(30%RCT,9%非随机研究)。干预交付方法包括基于计算机的个性化(48%),亲自(例如,培训师)(20%),和教育网络或印刷(20%)。干预发生在家里(48%)或健身房(20%)。57%的研究评估了可穿戴设备作为活动测量设备或作为远程交付的基于计算机的干预措施的一部分的可行性和可接受性。研究使用可穿戴设备来监测对PA的依从性,收集数据,激励行为改变,并预测临床结果。
    结论:调查正在使用可穿戴设备评估PC幸存者的日常活动并监测对运动干预的依从性。研究结果表明,它们在该人群中使用是可行的。需要更多的研究来了解如何将可穿戴设备整合到日常护理中,或为PC幸存者提供量身定制的干预措施。
    BACKGROUND: Wearable technology is used to monitor and motivate physical activity (PA) and provides continuous, objective PA and sleep data outside the clinical setting. We reviewed the literature to understand how wearables are integrated into prostate cancer (PC) investigations in order to identify current practices, gaps, and research opportunities.
    METHODS: We conducted a literature search for articles using wearables, among PC survivors published between 2012 and 2022. We extracted study details, interventions and outcomes, participant baseline characteristics, and device characteristics and grouped them by study type: randomized control trials (RCTs) and non-randomized studies.
    RESULTS: Of 354 articles screened, 44 met eligibility criteria (23 RCTs, and 21 non-randomized). 89% used wearables to monitor PA metrics, 11%, sleep metrics, and 6.8%, both. Most studies involved exercise (70% RCTs, 9% non-randomized studies) or lifestyle interventions (30% RCTs, 9% non-randomized studies). Intervention delivery methods included personalized computer-based (48%), in-person (e.g., trainer) (20%), and education web or print-based (20%). Interventions occurred at the participant\'s home (48%) or at a gym (20%). 57% of the studies evaluated the feasibility and acceptability of the wearable as an activity-measuring device or as part of a remotely delivered computer-based intervention. Studies used wearables to monitor adherence to PA interventions, motivate behavior change, to assess patient outcomes (e.g., patient function, quality of life, mood), or as data collection tools.
    CONCLUSIONS: Wearables are primarily being used to assess daily activity and monitor adherence to exercise interventions in clinical studies involving PC survivors. Findings suggest that they are feasible for use in this population. More research is needed to understand how to integrate wearables into routine clinical care, expand their use to predict clinical outcomes, or to deliver tailored interventions for PC survivors.
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  • 文章类型: Meta-Analysis
    目的:可穿戴活动监测仪是改善2型糖尿病(T2DM)患者代谢结局的有前景的工具,但没有统一的确凿证据.该研究旨在评估使用可穿戴活动监测器进行干预对血糖的影响,血压,血脂,体重,腰围和体重指数(BMI)在T2DM。
    方法:两个独立的审阅者搜索了四个在线数据库(PubMed,Cochrane图书馆,WebofScience和Embase)确定2000年1月至2022年10月发表的相关研究。主要转归指标为糖化血红蛋白A1c(HbA1c),次要结果指标包括身体活动(每天步数),空腹血糖,甘油三酯,高密度脂蛋白胆固醇(HDL-C),低密度脂蛋白胆固醇(LDL-C),总胆固醇,收缩压,舒张压,BMI,腰围和体重。
    结果:共纳入25项研究。HbA1c[标准化平均差(SMD)=-0.14,95CI(-0.27,-0.02),P=0.02,I2=48%],BMI[SMD=-0.16,95CI(-0.26,-0.05),P=0.002,I2=0],腰围[SMD=-0.21,95CI(-0.34,-0.09),P<0.001,I2=0],步数/天[SMD=0.55,95CI(0.36,0.94),P<0.001,I2=77%],有了显著的改善。
    结论:基于可穿戴活动监测的干预措施可以促进HbA1c的改善,BMI,2型糖尿病患者腰围和体力活动的增加。可穿戴技术似乎是T2DM自我管理的有效工具,但是没有足够的证据证明它的长期效果。
    OBJECTIVE: Wearable activity monitors are promising tools for improving metabolic outcomes in patients with type 2 diabetes mellitus (T2DM); however, no uniform conclusive evidence is available. This study aimed to evaluate the effects of the intervention using wearable activity monitors on blood glucose, blood pressure, blood lipid, weight, waist circumference, and body mass index (BMI) in individuals with T2DM.
    METHODS: Two independent reviewers searched 4 online databases (PubMed, Cochrane Library, Web of Science, and Embase) to identify relevant studies published from January 2000 to October 2022. The primary outcome indicator was hemoglobin A1c (HbA1c), and the secondary outcome indicators included physical activity (steps per day), fasting blood glucose, triglyceride, high-density lipoprotein cholesterol, low-density lipoprotein cholesterol, total cholesterol, systolic blood pressure, diastolic blood pressure, BMI, waist circumference, and weight.
    RESULTS: A total of 25 studies were included. The HbA1c level (standardized mean difference [SMD], -0.14; 95% confidence interval [CI], -0.27 to -0.02; P = .02; I2 = 48%), BMI (SMD, -0.16; 95% CI, -0.26 to -0.05; P = .002; I2 = 0), waist circumference (SMD, -0.21; 95% CI, -0.34 to -0.09; P < .001; I2 = 0), and steps/day (SMD, 0.55; 95% CI, 0.36-0.94; P < .001; I2 = 77%) significantly improved.
    CONCLUSIONS: Wearable activity monitor-based interventions could facilitate the improvement of the HbA1c level, BMI, and waist circumference and increase in physical activity in individuals with T2DM. Wearable technology appeared to be an effective tool for the self-management of T2DM; however, there is insufficient evidence about its long-term effect.
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  • 文章类型: Journal Article
    未经评估:体力活动(PA)在心血管疾病(CVD)的一级和二级预防中起着重要作用,作为疾病进展和治疗反应的标志物。现在可以通过可穿戴活动监测器对习惯性PA进行真实世界测量,然而,它们在心血管患者中的使用没有很好的描述。
    UNASSIGNED:我们进行了系统综述,以总结如何使用可穿戴活动监测器来测量CVD患者的PA,在108项研究中纳入了11.464例患者。活动监测仪主要用于心脏康复的设置(46,43%)。大多数情况下,指导三轴加速度计(70,65%)在髋部(58,54%)佩戴7天(n=54,50%)。使用了39个不同的活动监测仪,具有一系列用于收集和报告活动数据的加速度计特定设置。活动最常见的报告是在代谢当量定义的活动水平上花费的时间(49,45%),而非佩戴时间仅在16项(15%)研究中定义。
    未经评估:收集,processing,与加速度计相关的结果报告高度异质性。大多数验证研究仅限于健康的年轻人,虽然所披露的方法学信息匮乏,使得对结果的解释和跨研究比较具有挑战性。虽然加速度计是测量真实世界PA的有前途的工具,我们强调了目前在老年多心血管疾病患者中使用它们面临的挑战。我们建议指导研究者在心血管研究中使用这些设备。需要进行未来的工作,以使用原始加速度数据确定最佳方法和基于共识的有意义结果的开发。
    UNASSIGNED: Physical activity (PA) plays an important role in primary and secondary prevention of cardiovascular disease (CVD), functioning as a marker of disease progression and response to therapy. Real-world measurement of habitual PA is now possible through wearable activity monitors, however, their use in cardiovascular patients is not well described.
    UNASSIGNED: We performed a systematic review to summarize how wearable activity monitors have been used to measure PA in patients with CVD, with 11 464 patients included across 108 studies. Activity monitors were primarily used in the setting of cardiac rehabilitation (46, 43%). Most often, triaxial accelerometers (70, 65%) were instructed to be worn at the hip (58, 54%) for 7 days (n = 54, 50%). Thirty-nine different activity monitors were used, with a range of accelerometer specific settings for collection and reporting of activity data. Activity was reported most commonly as time spent in metabolic equivalent-defined activity levels (49, 45%), while non-wear time was defined in just 16 (15%) studies.
    UNASSIGNED: The collecting, processing, and reporting of accelerometer-related outcomes were highly heterogeneous. Most validation studies are limited to healthy young adults, while the paucity of methodological information disclosed renders interpretation of results and cross-study comparison challenging. While accelerometers are promising tools to measure real-world PA, we highlight current challenges facing their use in elderly multimorbid cardiology patients. We suggest recommendations to guide investigators using these devices in cardiovascular research. Future work is required to determine optimal methodology and consensus-based development of meaningful outcomes using raw acceleration data.
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  • 文章类型: Journal Article
    可穿戴传感器跟踪活动的使用正在增加。因此,在AO创伤成员中进行了一项调查,以概述他们目前的利用情况,并确定未来的需求和方向。对AO创伤的成员进行了横断面专家意见调查。受访者接受了关于他们的经历的调查,亚专业,当前使用特性,以及可穿戴技术的未来需求。有33个调查集可用于分析(响应率16.2%)。20.7%的受访者已经使用可穿戴技术作为其临床治疗的一部分。最流行的技术是加速度测量法与智能手机(75.4%)相结合,以测量患者的一般活动。为了便于未来可穿戴技术的使用,最紧迫的问题是成本,患者依从性和结果的有效性。可穿戴活动监测器目前正在用于创伤手术。采用这些技术的外科医生主要测量简单的活动或活动相关参数。成本是执行的最大障碍。进一步研究,特别是关于获得的结果值的解释,需要促进可穿戴活动监测作为客观的患者结果测量工具。
    The use of wearable sensors to track activity is increasing. Therefore, a survey among AO Trauma members was conducted to provide an overview of their current utilization and determine future needs and directions. A cross sectional expert opinion survey was administered to members of AO Trauma. Respondents were surveyed concerning their experience, subspeciality, current use characteristics, as well as future needs concerning wearable technology. Three hundred and thirty-three survey sets were available for analysis (Response Rate 16.2%). 20.7% of respondents already use wearable technology as part of their clinical treatment. The most prevalent technology was accelerometry combined with smartphones (75.4%) to measure general patient activity. To facilitate the use of wearable technology in the future, the most pressing issues were cost, patient compliance and validity of results. Wearable activity monitors are currently being used in trauma surgery. Surgeons employing these technologies mostly measure simple activity or activity associated parameters. Cost was the greatest perceived barrier to implementation. Further research, especially concerning the interpretation of the outcome values obtained, is required to facilitate wearable activity monitoring as an objective patient outcome measurement tool.
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  • 文章类型: Journal Article
    UNASSIGNED: The present review aimed to explore the range and characteristics of interventions that utilize WAM and descriptively summarize the efficacy of these interventions.
    UNASSIGNED: A total of 65 articles (61 studies) were included in this review. Most of the WAM-based interventions (n=58) were designed to improve physical activity (PA). Interventions targeting sedentary behavior (SB) were much less common (n=12), and even less frequent were WAM-based sleep interventions (n=3). Most studies tested the feasibility of WAM-based interventions; hence, efficacy of these interventions in improving PA, SB, and/or sleep could not be conclusively determined. Nonetheless, WAM-based interventions showed considerable potential in increasing PA and decreasing SB.
    UNASSIGNED: WAM-based PA interventions exhibited preliminary efficacy in increasing PA. Although not as many interventions were focused on SB, current interventions also showed potential in decreasing sedentary time. Meanwhile, more evidence is needed to determine the utility of WAM in improving sleep. Major challenges with including WAM as part of interventions are reduced engagement in using the devices over time and the rapid changes in technology resulting in devices becoming obsolete soon after completion of an efficacy trial.
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