Wearable activity monitors

  • 文章类型: Journal Article
    目的:这项工作旨在研究可穿戴活动监测器(WAMs)作为客观工具的有效性,以测量腹壁手术后向正常功能移动性的恢复。这是通过量化和比较术前和术后体力活动(PA)来实现的。
    方法:多中心,prospective,设计了观察性队列研究.评估接受腹壁手术的患者的资格,并获得参与研究的同意书。要求参与者在手术前至少48小时在他们的惯用手的手腕上佩戴WAM(AX3,Axivity),长达2周的时间,6个月后再次停止48小时。
    结果:这项验证研究招募了20名患者,平均年龄为47.3±13.0岁。操作后,PA百分比中位数(±IQR)降至32.6%(20.1),而在第14天,PA达到了术前值的64.6%(22.7),提供了结构效度.与基线术前PA相比,术后>6个月的活动水平平均增加了16.4%(p=0.046)。
    结论:本研究表明WAM是腹壁手术后恢复的有效标志。这是通过量化术后PA的减少来实现的,以前没有显示过。此外,这项研究表明,腹壁手术可能通过增加术后6个月的功能活动度来改善患者的生活质量。在未来,这项技术可用于确定腹壁手术后预后的患者和手术因素.
    OBJECTIVE: This work aimed to investigate the validity of wearable activity monitors (WAMs) as an objective tool to measure the return toward normal functional mobility following abdominal wall surgery. This was achieved by quantifying and comparing pre- and postoperative physical activity (PA).
    METHODS: A multicenter, prospective, observational cohort study was designed. Patients undergoing abdominal wall surgery were assessed for eligibility and consent for study participation was obtained. Participants were asked to wear a WAM (AX3, Axivity) on the wrist of their dominant hand at least 48 hours pre-operatively, for up to 2 weeks postop, and again after 6 months postop for 48 hours.
    RESULTS: A cohort of 20 patients were recruited in this validation study with a mean age of 47.3 ± 13.0 years. Postoperation, the percentage median PA (±IQR) dropped to 32.6% (20.1), whereas on day 14, PA had reached 64.6% (22.7) of the preoperative value providing construct validity. Activity levels at >6 months postop increased by 16.4% on an average when compared to baseline preoperative PA (p = 0.046).
    CONCLUSIONS: This study demonstrates that WAMs are valid markers of postoperative recovery following abdominal wall surgery. This was achieved by quantifying the reduction in PA postoperation, which has not been previously shown. In addition, this study suggests that abdominal wall surgery may improve the patient\'s quality of life via increased functional mobility at 6 months postop. In the future, this technology could be used to identify the patient and surgical factors that are predictors of outcome following abdominal wall surgery.
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  • 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: Journal Article
    这篇综述的目的是探讨可接受性,机遇,以及与可穿戴活动监测技术相关的挑战,以增加癌症幸存者的身体活动(PA)行为。搜索Medline,Embase,CINAHL,SportDiscus于2011年1月1日至2022年10月3日进行。搜索仅限于英语,和同行评审的原创性研究。如果他们报告了在具有癌症史的成年人(18岁以上)中使用活动监测器以激发PA行为,则包括研究。我们的搜索发现了1832篇发表的文章,其中28人符合纳入/排除标准。其中18项研究包括治疗后的癌症幸存者,八人正在积极治疗癌症,还有两项是长期癌症幸存者研究。ActiGraph加速度计是用于监测PA行为的主要技术,Fitbit作为最常用的自监测可穿戴技术。总的来说,可穿戴活动监视器被发现是一个可以接受和有用的工具,在提高自我意识,激励行为改变,增加PA水平。自我监测可穿戴活动设备对癌症幸存者的短期PA行为有积极影响。但是PA的增加在维持阶段逐渐减弱。需要进一步的研究来评估和增加可穿戴技术在癌症幸存者中支持PA的使用的可持续性。
    The aim of this review was to explore the acceptability, opportunities, and challenges associated with wearable activity-monitoring technology to increase physical activity (PA) behavior in cancer survivors. A search of Medline, Embase, CINAHL, and SportDiscus was conducted from 1 January 2011 through 3 October 2022. The search was limited to English language, and peer-reviewed original research. Studies were included if they reported the use of an activity monitor in adults (+18 years) with a history of cancer with the intent to motivate PA behavior. Our search identified 1832 published articles, of which 28 met inclusion/exclusion criteria. Eighteen of these studies included post-treatment cancer survivors, eight were on active cancer treatment, and two were long-term cancer survivor studies. ActiGraph accelerometers were the primary technology used to monitor PA behaviors, with Fitbit as the most commonly utilized self-monitoring wearable technology. Overall, wearable activity monitors were found to be an acceptable and useful tool in improving self-awareness, motivating behavioral change, and increasing PA levels. Self-monitoring wearable activity devices have a positive impact on short-term PA behaviors in cancer survivors, but the increase in PA gradually attenuated through the maintenance phase. Further study is needed to evaluate and increase the sustainability of the use of wearable technologies to support PA in cancer survivors.
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  • 文章类型: Journal Article
    UNASSIGNED: Long-term adherence to exercise is often poor for people with coronary heart disease (CHD) who have completed supervised, centre-based cardiac rehabilitation. The aim of this study is to assess the feasibility of a remotely prescribed, delivered and monitored cardiac rehabilitation intervention using a wearable device to support long-term adherence to exercise and physical activity during maintenance of cardiac rehabilitation.
    UNASSIGNED: After completing cardiac rehabilitation, 30 participants with CHD, will be randomised (1:1) to an intervention (n = 15) or a usual care group (n = 15) in a 12-month feasibility randomised controlled trial (RCT). The intervention will comprise of an exercise consultation, personalised exercise prescription delivered via a wearable activity monitor using biometric feedback, regular monitoring via check-ins, and feedback text-messages for 6-months. Participants will be assessed at baseline (following completion of cardiac rehabilitation) and at three-, six-, and 12-months post-randomisation. The primary outcome will be feasibility, including assessment of eligibility, recruitment, adherence, and acceptability. Secondary outcomes will include exercise capacity, physical activity behaviours, cardiovascular disease risk and quality of life. Semi-structured interviews will be conducted at three-, six-, and 12-months post-randomisation (and with those who drop-out) to explore the acceptability of the study intervention and procedures. A questionnaire will be offered to those who decline participation.
    UNASSIGNED: The MAINTAIN study will evaluate the feasibility of conducting a future definitive multi-centre RCT testing a remotely prescribed and monitored long-term mHealth maintenance exercise programme, versus usual care, for people with CHD who have completed cardiac rehabilitation.
    UNASSIGNED: ClinicalTrials.gov, NCT05292287. Registered on 22/03/2022.
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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: Observational Study
    背景:床头对住院患者是有毒的,消费级体力活动监测仪提供了一种监测患者步行的经济解决方案。但是,这些设备对于经常缓慢走动的衰弱住院患者可能并不准确。
    目的:确定身体容量测量是否可以帮助识别可穿戴身体活动监测器可以准确测量步数的住院患者。
    方法:对54例急性神经学诊断成人住院患者进行前瞻性观察研究。使用2种身体能力评估对患者进行评估(急性护理后住院患者流动性活动量表简表[AM-PACIMSF]和Katz日常生活活动量表[ADL]量表)。他们还完成了2分钟步行测试(2MWT),佩戴了消费级身体活动监测器。
    结果:可穿戴活动监护仪记录了33(61%)住院患者的步骤(启动),94%的住院患者步态速度>0.43m/s。身体能力评估与步态速度密切相关,AM-PACIMSFr=0.7,KatzADLr=0.6,p<0.05。当身体活动监测器启动时,将设备计算步骤与观察步骤进行比较的平均绝对百分比误差(SD),10%(13)。AM-PACIMSF(T-score>45)和KatzADL(>5)截止分数确定了以94%和91%的灵敏度启动身体活动监测器的住院患者,分别。
    结论:身体能力评估,例如AM-PAC,和KatzADL,可能是一个有用的和可行的筛查策略,以帮助识别可穿戴的身体活动监测器可以测量他们的移动性的住院患者。
    BACKGROUND: Bedrest is toxic for inpatients and consumer grade physical activity monitors offer an economical solution to monitor patient ambulation. But these devices may not be accurate in debilitated hospitalized patients who frequently ambulate very slowly.
    OBJECTIVE: To determine whether measures of physical capacity can help identify inpatients for whom wearable physical activity monitors may accurately measure step count.
    METHODS: Prospective observational study of 54 adult inpatients with acute neurological diagnoses. Patients were assessed using 2 physical capacity assessments (Activity Measure for Post-Acute Care Inpatient Mobility Short Form [AM-PAC IMSF] and Katz Activities of Daily Living [ADL] scale). They also completed a 2-minute walk test (2MWT) wearing a consumer grade physical activity monitor.
    RESULTS: The wearable activity monitor recorded steps (initiated) in 33 (61%) of the inpatients, and for 94% of inpatients with gait speeds >0.43 m/s. Physical capacity assessments correlated well with gait speed, AM-PAC IMSF r = 0.7, and Katz ADL r = 0.6, p < 0.05. When the physical activity monitor initiated, the mean absolute percent error (SD) comparing device calculated steps to observed steps, was 10% (13). AM-PAC IMSF (T-score >45) and Katz ADL (>5) cutoff scores identified inpatients for whom physical activity monitors initiated with a sensitivity of 94 and 91%, respectively.
    CONCLUSIONS: Physical capacity assessments, such as AM-PAC, and Katz ADL, may be a useful and feasible screening strategy to help identify inpatients where wearable physical activity monitors can measure their mobility.
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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
    Step counts and oxygen consumption have yet to be reported during the 2-min walk test (2MWT) test in persons with lower-limb amputations (LLA). The purpose of this study was to determine step counts and oxygen consumption during the 2MWT in LLA. Thirty-five men and women walked for two minutes as quickly as possible while wearing activity monitors (ActiGraph Link on the wrist (LW) and ankle (LA), Garmin vivofit®3 on the wrist (VW) and ankle (VA), and a modus StepWatch on the ankle (SA), and a portable oxygen analyzer. The StepWatch on the ankle (SA) and the vivofit3 on the wrist (VW) had the least error and best accuracy of the activity monitors studied. While there were no significant differences in distance walked, oxygen consumption (VO2) or heart rate (HR) between sexes or level of amputation (p > 0.05), females took significantly more steps than males (p = 0.034), and those with unilateral transfemoral amputations took significantly fewer steps than those with unilateral transtibial amputations (p = 0.023). The VW and SA provided the most accurate step counts among the activity monitors and were not significantly different than hand counts. Oxygen consumption for all participants during the 2MWT was 8.9 ± 2.9 mL/kg/min, which is lower than moderate-intensity activity. While some may argue that steady-state activity has not yet been reached in the 2MWT, it may also be possible participants are not walking as fast as they can, thereby misclassifying their performance to a lower standard.
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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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