在Viva项目队列研究中,使用消费者可穿戴活动监测设备研究青少年的身体活动和睡眠。

IF 2.1 Q2 PEDIATRICS
Yutong Zhang, Nicole Bornkamp, Marie-France Hivert, Emily Oken, Peter James
{"title":"在Viva项目队列研究中,使用消费者可穿戴活动监测设备研究青少年的身体活动和睡眠。","authors":"Yutong Zhang, Nicole Bornkamp, Marie-France Hivert, Emily Oken, Peter James","doi":"10.2196/59159","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>The increasing prevalence of physical inactivity and insufficient sleep in adolescents likely contribute to worsening cardiometabolic and mental health. However, obtaining accurate behavioral measures is a challenge. Consumer wearable devices offer a user-friendly method to assess physical activity and sleep.</p><p><strong>Objective: </strong>This study aimed to describe the process and the preliminary results of physical activity and sleep collected using a consumer wearable Fitbit device in an adolescent cohort.</p><p><strong>Methods: </strong>We provided Fitbit Charge 2 or Charge 3 wrist-worn activity monitors to adolescent participants in Project Viva, a Boston, Massachusetts area cohort, from 2017 to 2022. We invited participants to wear the devices for ≥7 days for 24 hours a day to measure their physical activity, heart rate, and sleep, and allowed them to keep the device as a participation incentive.</p><p><strong>Results: </strong>We collected over 7 million minutes of physical activity, heart rate, and sleep data from 677 participants, 53% (356/677) of whom were female. The mean (SD) age of participants was 17.7 (0.7) years. Among the 677 participants, 65% (n=439) were non-Hispanic White, 14% (n=947) were non-Hispanic Black, 10% (n=69) were Hispanic, 3.2% (n=22) were non-Hispanic Asian, and 7.8% (n=53) belonged to other races. Participants demonstrated a high adherence to the research protocol, with the mean (SD) wear duration of 7.5 (1.1) days, and 90% of participants (612/677) had 5 or more days wearing the device for >600 minutes/day. The mean (SD) number of steps was 8883 (3455) steps/day and the mean (SD) awake sedentary time was 564 (138) minutes/day. Male participants were more often engaged in very active (27 minutes/day) and moderately active physical activity (29 minutes/day) compared with female participants (15 and 17 minutes/day, respectively). Over 87% (588/677) of participants had sleep data available for 5 or more days, among whom the average nightly sleep duration was 7.9 (SD 0.9) hours.</p><p><strong>Conclusions: </strong>This study demonstrated the feasibility of using consumer wearable devices to measure physical activity and sleep in a cohort of US adolescents. The high compliance rates provide valuable insights into adolescent behavior patterns and their influence on chronic disease development and mental health outcomes.</p>","PeriodicalId":36223,"journal":{"name":"JMIR Pediatrics and Parenting","volume":"8 ","pages":"e59159"},"PeriodicalIF":2.1000,"publicationDate":"2025-02-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11813160/pdf/","citationCount":"0","resultStr":"{\"title\":\"Using a Consumer Wearable Activity Monitoring Device to Study Physical Activity and Sleep Among Adolescents in Project Viva: Cohort Study.\",\"authors\":\"Yutong Zhang, Nicole Bornkamp, Marie-France Hivert, Emily Oken, Peter James\",\"doi\":\"10.2196/59159\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>The increasing prevalence of physical inactivity and insufficient sleep in adolescents likely contribute to worsening cardiometabolic and mental health. However, obtaining accurate behavioral measures is a challenge. Consumer wearable devices offer a user-friendly method to assess physical activity and sleep.</p><p><strong>Objective: </strong>This study aimed to describe the process and the preliminary results of physical activity and sleep collected using a consumer wearable Fitbit device in an adolescent cohort.</p><p><strong>Methods: </strong>We provided Fitbit Charge 2 or Charge 3 wrist-worn activity monitors to adolescent participants in Project Viva, a Boston, Massachusetts area cohort, from 2017 to 2022. We invited participants to wear the devices for ≥7 days for 24 hours a day to measure their physical activity, heart rate, and sleep, and allowed them to keep the device as a participation incentive.</p><p><strong>Results: </strong>We collected over 7 million minutes of physical activity, heart rate, and sleep data from 677 participants, 53% (356/677) of whom were female. The mean (SD) age of participants was 17.7 (0.7) years. Among the 677 participants, 65% (n=439) were non-Hispanic White, 14% (n=947) were non-Hispanic Black, 10% (n=69) were Hispanic, 3.2% (n=22) were non-Hispanic Asian, and 7.8% (n=53) belonged to other races. Participants demonstrated a high adherence to the research protocol, with the mean (SD) wear duration of 7.5 (1.1) days, and 90% of participants (612/677) had 5 or more days wearing the device for >600 minutes/day. The mean (SD) number of steps was 8883 (3455) steps/day and the mean (SD) awake sedentary time was 564 (138) minutes/day. Male participants were more often engaged in very active (27 minutes/day) and moderately active physical activity (29 minutes/day) compared with female participants (15 and 17 minutes/day, respectively). Over 87% (588/677) of participants had sleep data available for 5 or more days, among whom the average nightly sleep duration was 7.9 (SD 0.9) hours.</p><p><strong>Conclusions: </strong>This study demonstrated the feasibility of using consumer wearable devices to measure physical activity and sleep in a cohort of US adolescents. The high compliance rates provide valuable insights into adolescent behavior patterns and their influence on chronic disease development and mental health outcomes.</p>\",\"PeriodicalId\":36223,\"journal\":{\"name\":\"JMIR Pediatrics and Parenting\",\"volume\":\"8 \",\"pages\":\"e59159\"},\"PeriodicalIF\":2.1000,\"publicationDate\":\"2025-02-04\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11813160/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"JMIR Pediatrics and Parenting\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.2196/59159\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"PEDIATRICS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"JMIR Pediatrics and Parenting","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.2196/59159","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"PEDIATRICS","Score":null,"Total":0}
引用次数: 0

摘要

背景:青少年中越来越普遍的缺乏身体活动和睡眠不足可能导致心脏代谢和心理健康的恶化。然而,获得准确的行为测量是一个挑战。消费者可穿戴设备提供了一种用户友好的方法来评估身体活动和睡眠。目的:本研究旨在描述使用消费者可穿戴Fitbit设备在青少年队列中收集的身体活动和睡眠的过程和初步结果。方法:从2017年到2022年,我们为马萨诸塞州波士顿地区的Viva项目的青少年参与者提供了Fitbit Charge 2或Charge 3腕戴式活动监测器。我们邀请参与者每天24小时佩戴该设备7天以上,测量他们的体力活动、心率和睡眠,并允许他们保留该设备作为参与激励。结果:我们从677名参与者中收集了超过700万分钟的身体活动、心率和睡眠数据,其中53%(356/677)是女性。参与者的平均(SD)年龄为17.7(0.7)岁。在677名参与者中,65% (n=439)为非西班牙裔白人,14% (n=947)为非西班牙裔黑人,10% (n=69)为西班牙裔,3.2% (n=22)为非西班牙裔亚洲人,7.8% (n=53)属于其他种族。参与者表现出对研究方案的高度依从性,平均(SD)佩戴时间为7.5(1.1)天,90%的参与者(612/677)有5天或更长时间佩戴该设备,每天佩戴bb600分钟。平均(SD)步数为8883(3455)步/天,平均(SD)清醒久坐时间为564(138)分钟/天。与女性参与者(分别为15分钟和17分钟)相比,男性参与者更经常进行剧烈运动(27分钟/天)和中度运动(29分钟/天)。超过87%(588/677)的参与者有5天或更长时间的睡眠数据,其中平均每晚睡眠时间为7.9小时(标准差为0.9)。结论:本研究证明了在一组美国青少年中使用消费者可穿戴设备来测量身体活动和睡眠的可行性。高依从率为了解青少年行为模式及其对慢性疾病发展和心理健康结果的影响提供了有价值的见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Using a Consumer Wearable Activity Monitoring Device to Study Physical Activity and Sleep Among Adolescents in Project Viva: Cohort Study.

Background: The increasing prevalence of physical inactivity and insufficient sleep in adolescents likely contribute to worsening cardiometabolic and mental health. However, obtaining accurate behavioral measures is a challenge. Consumer wearable devices offer a user-friendly method to assess physical activity and sleep.

Objective: This study aimed to describe the process and the preliminary results of physical activity and sleep collected using a consumer wearable Fitbit device in an adolescent cohort.

Methods: We provided Fitbit Charge 2 or Charge 3 wrist-worn activity monitors to adolescent participants in Project Viva, a Boston, Massachusetts area cohort, from 2017 to 2022. We invited participants to wear the devices for ≥7 days for 24 hours a day to measure their physical activity, heart rate, and sleep, and allowed them to keep the device as a participation incentive.

Results: We collected over 7 million minutes of physical activity, heart rate, and sleep data from 677 participants, 53% (356/677) of whom were female. The mean (SD) age of participants was 17.7 (0.7) years. Among the 677 participants, 65% (n=439) were non-Hispanic White, 14% (n=947) were non-Hispanic Black, 10% (n=69) were Hispanic, 3.2% (n=22) were non-Hispanic Asian, and 7.8% (n=53) belonged to other races. Participants demonstrated a high adherence to the research protocol, with the mean (SD) wear duration of 7.5 (1.1) days, and 90% of participants (612/677) had 5 or more days wearing the device for >600 minutes/day. The mean (SD) number of steps was 8883 (3455) steps/day and the mean (SD) awake sedentary time was 564 (138) minutes/day. Male participants were more often engaged in very active (27 minutes/day) and moderately active physical activity (29 minutes/day) compared with female participants (15 and 17 minutes/day, respectively). Over 87% (588/677) of participants had sleep data available for 5 or more days, among whom the average nightly sleep duration was 7.9 (SD 0.9) hours.

Conclusions: This study demonstrated the feasibility of using consumer wearable devices to measure physical activity and sleep in a cohort of US adolescents. The high compliance rates provide valuable insights into adolescent behavior patterns and their influence on chronic disease development and mental health outcomes.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
JMIR Pediatrics and Parenting
JMIR Pediatrics and Parenting Medicine-Pediatrics, Perinatology and Child Health
CiteScore
5.00
自引率
5.40%
发文量
62
审稿时长
12 weeks
×
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