Effectiveness of wearable technology-based physical activity interventions for adults with type 2 diabetes mellitus: A systematic review and meta-regression

IF 3 2区 医学 Q2 ENDOCRINOLOGY & METABOLISM Journal of Diabetes Pub Date : 2024-10-04 DOI:10.1111/1753-0407.70002
Rachael Ern Ching Chua, Ying Lau, Wen Wei Ang, Allison Ann Ying Faustina Boey, Siew Tiang Lau
{"title":"Effectiveness of wearable technology-based physical activity interventions for adults with type 2 diabetes mellitus: A systematic review and meta-regression","authors":"Rachael Ern Ching Chua,&nbsp;Ying Lau,&nbsp;Wen Wei Ang,&nbsp;Allison Ann Ying Faustina Boey,&nbsp;Siew Tiang Lau","doi":"10.1111/1753-0407.70002","DOIUrl":null,"url":null,"abstract":"<p>Type 2 diabetes mellitus (T2DM) is a chronic metabolic disorder with the increasing prevalence of a modern sedentary lifestyle. Wearable technology-based physical activity interventions (WT-BPAI) might provide a channel to improve diabetic self-management. The study aimed to (1) evaluate the effectiveness of WT-BPAI on PA levels, glycemic levels, and other outcomes (blood pressure [BP], body mass index [BMI], and serum lipid profile) in adults with T2DM, and (2) investigate the potential covariates affecting aforementioned outcomes. Eight databases were searched thoroughly using three steps from inception until January 16, 2024. The quality of the studies and overall evidence were evaluated. The package <i>meta</i> of the <i>R</i> software program version 4.3.1. was utilized for meta-analyses, subgroup analyses, and meta-regression analyses. A total of 19 randomized controlled trials (RCTs) were found. Meta-analyses revealed that WT-BPAI significantly increased 1583 steps per day and decreased systolic BP (SBP) by 2.46 mmHg. Subgroup and meta-regression analyses found that function, duration of intervention, and age were significant covariates. According to the risk of bias version 2, more than half of the trials raised some concerns about the randomization process, deviations from the intended intervention, and missing outcome data. The certainty of the evidence was very low for all outcomes based on the Grading of Recommendations Assessment, Development and Evaluation (GRADE) criteria. WT-BPAI can be considered a supplementary intervention to increase the steps per day and decrease SBP, especially when used for short periods in young adults with T2DM. However, we need more well-designed research with long-term outcomes.</p><p>\n <figure>\n <div><picture>\n <source></source></picture><p></p>\n </div>\n </figure></p>","PeriodicalId":189,"journal":{"name":"Journal of Diabetes","volume":"16 10","pages":""},"PeriodicalIF":3.0000,"publicationDate":"2024-10-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11450597/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Diabetes","FirstCategoryId":"3","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1111/1753-0407.70002","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENDOCRINOLOGY & METABOLISM","Score":null,"Total":0}
引用次数: 0

Abstract

Type 2 diabetes mellitus (T2DM) is a chronic metabolic disorder with the increasing prevalence of a modern sedentary lifestyle. Wearable technology-based physical activity interventions (WT-BPAI) might provide a channel to improve diabetic self-management. The study aimed to (1) evaluate the effectiveness of WT-BPAI on PA levels, glycemic levels, and other outcomes (blood pressure [BP], body mass index [BMI], and serum lipid profile) in adults with T2DM, and (2) investigate the potential covariates affecting aforementioned outcomes. Eight databases were searched thoroughly using three steps from inception until January 16, 2024. The quality of the studies and overall evidence were evaluated. The package meta of the R software program version 4.3.1. was utilized for meta-analyses, subgroup analyses, and meta-regression analyses. A total of 19 randomized controlled trials (RCTs) were found. Meta-analyses revealed that WT-BPAI significantly increased 1583 steps per day and decreased systolic BP (SBP) by 2.46 mmHg. Subgroup and meta-regression analyses found that function, duration of intervention, and age were significant covariates. According to the risk of bias version 2, more than half of the trials raised some concerns about the randomization process, deviations from the intended intervention, and missing outcome data. The certainty of the evidence was very low for all outcomes based on the Grading of Recommendations Assessment, Development and Evaluation (GRADE) criteria. WT-BPAI can be considered a supplementary intervention to increase the steps per day and decrease SBP, especially when used for short periods in young adults with T2DM. However, we need more well-designed research with long-term outcomes.

Abstract Image

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
基于可穿戴技术的成人 2 型糖尿病患者体育锻炼干预措施的有效性:系统回顾与元回归。
2 型糖尿病(T2DM)是一种慢性代谢性疾病,现代人久坐不动的生活方式越来越普遍。基于可穿戴技术的体力活动干预(WT-BPAI)可为改善糖尿病患者的自我管理提供一个渠道。本研究旨在:(1)评估 WT-BPAI 对 T2DM 成人患者的体力活动水平、血糖水平和其他结果(血压、体重指数和血脂)的影响;(2)研究影响上述结果的潜在协变量。从开始到 2024 年 1 月 16 日,通过三个步骤对八个数据库进行了全面检索。对研究质量和总体证据进行了评估。元分析、亚组分析和元回归分析使用了 4.3.1 版 R 软件程序的元软件包。共发现了 19 项随机对照试验(RCT)。元分析表明,WT-BPAI 能显著增加每天 1583 步的步数,并使收缩压 (SBP) 降低 2.46 mmHg。分组和元回归分析发现,功能、干预持续时间和年龄是重要的协变量。根据第二版偏倚风险,半数以上的试验在随机化过程、偏离预期干预措施和结果数据缺失方面存在一些问题。根据建议评估、发展与评价分级(GRADE)标准,所有结果的证据确定性都很低。WT-BPAI可被视为增加每日步数和降低SBP的辅助干预措施,尤其是在T2DM年轻成人中短期使用时。然而,我们还需要更多设计合理、具有长期效果的研究。
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 去求助
相关文献
The humanity of God and the God-world relation
IF 0 Thomas Aquinas and Karl BarthPub Date : 2021-11-10 DOI: 10.4324/9781003207177-04
Jeffrey Skaff
来源期刊
Journal of Diabetes
Journal of Diabetes ENDOCRINOLOGY & METABOLISM-
CiteScore
6.50
自引率
2.20%
发文量
94
审稿时长
>12 weeks
期刊介绍: Journal of Diabetes (JDB) devotes itself to diabetes research, therapeutics, and education. It aims to involve researchers and practitioners in a dialogue between East and West via all aspects of epidemiology, etiology, pathogenesis, management, complications and prevention of diabetes, including the molecular, biochemical, and physiological aspects of diabetes. The Editorial team is international with a unique mix of Asian and Western participation. The Editors welcome submissions in form of original research articles, images, novel case reports and correspondence, and will solicit reviews, point-counterpoint, commentaries, editorials, news highlights, and educational content.
期刊最新文献
Diabetes Complications and Comorbidities as Risk Factors for MACE in People With Type 2 Diabetes and Their Development Over Time: A Danish Registry-Based Case–Control Study The Relationship Between Glycated Albumin and Time in Tight Range in Type 2 Diabetes Medical Education in Diabetes Management on the New Horizon: Insights From Metabolic Management Center Association of Glycaemia Risk Index With Indices of Atherosclerosis: A Cross-Sectional Study Comparative Analysis of AI Tools for Disseminating ADA 2025 Diabetes Care Standards: Implications for Cardiovascular Physicians
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1