Memorial University, School of Pharmacy, St. John's, NL, Canada.
JMIR Mhealth Uhealth. 2016 Sep 1;4(3):e105. doi: 10.2196/mhealth.5921.
BACKGROUND: The prevalence and mortality rates of chronic obstructive pulmonary disease (COPD) are increasing worldwide. Therefore, COPD remains a major public health problem. There is a growing interest in the use of smartphone technology for health promotion and disease management interventions. However, the effectiveness of smartphones in reducing the number of patients having a COPD exacerbation is poorly understood. OBJECTIVE: To summarize and quantify the association between smartphone interventions and COPD exacerbations through a comprehensive systematic review and meta-analysis. METHODS: A comprehensive search strategy was conducted across relevant databases (PubMed, Embase, Cochrane, CINHA, PsycINFO, and the Cochrane Library Medline) from inception to October 2015. We included studies that assessed the use of smartphone interventions in the reduction of COPD exacerbations compared with usual care. Full-text studies were excluded if the investigators did not use a smartphone device or did not report on COPD exacerbations. Observational studies, abstracts, and reviews were also excluded. Two reviewers extracted the data and conducted a risk of bias assessment using the US Preventive Services Task Force quality rating criteria. A random effects model was used to meta-analyze the results from included studies. Pooled odds ratios were used to measure the effectiveness of smartphone interventions on COPD exacerbations. Heterogeneity was measured using the I(2)statistic. RESULTS: Of the 245 unique citations screened, 6 studies were included in the qualitative synthesis. Studies were relatively small with less than 100 participants in each study (range 30 to 99) and follow-up ranged from 4-9 months. The mean age was 70.5 years (SD 5.6) and 74% (281/380) were male. The studies varied in terms of country, type of smartphone intervention, frequency of data collection from the participants, and the feedback strategy. Three studies were included in the meta-analysis. The overall assessment of potential bias of the studies that were included in the meta-analysis was "Good" for one study and "Fair" for 2 studies. The pooled random effects odds ratio of patients having an exacerbation was 0.20 in patients using a smartphone intervention (95% CI 0.07-0.62), a reduction of 80% for smartphone interventions compared with usual care. However, there was moderate heterogeneity across the included studies (I(2)=59%). CONCLUSION: Although current literature on the role of smartphones in reducing COPD exacerbations is limited, findings from our review suggest that smartphones are useful in reducing the number of patients having a COPD exacerbation. Nevertheless, using smartphones require synergistic strategies to achieve the desired outcome. These results should be interpreted with caution due to the heterogeneity among the studies. Researchers should focus on conducting rigorous studies with adequately powered sample sizes to determine the validity and clinical utility of smartphone interventions in the management of COPD.
背景:慢性阻塞性肺疾病(COPD)的患病率和死亡率在全球范围内呈上升趋势。因此,COPD 仍然是一个主要的公共卫生问题。人们越来越关注使用智能手机技术进行健康促进和疾病管理干预。然而,智能手机在减少 COPD 加重患者数量方面的有效性尚不清楚。
目的:通过全面的系统评价和荟萃分析,总结和量化智能手机干预与 COPD 加重之间的关联。
方法:从开始到 2015 年 10 月,我们在相关数据库(PubMed、Embase、Cochrane、CINHA、PsycINFO 和 Cochrane Library Medline)中进行了全面的搜索策略。我们纳入了评估与常规护理相比,使用智能手机干预减少 COPD 加重的研究。如果研究人员未使用智能手机设备或未报告 COPD 加重,则排除全文研究。还排除了观察性研究、摘要和综述。两名审查员使用美国预防服务工作组质量评级标准提取数据并进行偏倚风险评估。使用随机效应模型对纳入研究的结果进行荟萃分析。使用汇总优势比来衡量智能手机干预对 COPD 加重的有效性。使用 I(2)统计量来衡量异质性。
结果:在筛选出的 245 条独特引文,有 6 项研究纳入定性综合分析。这些研究相对较小,每项研究的参与者少于 100 人(范围 30-99),随访时间从 4-9 个月不等。平均年龄为 70.5 岁(标准差 5.6),74%(281/380)为男性。这些研究在国家、智能手机干预类型、从参与者收集数据的频率以及反馈策略方面存在差异。有 3 项研究纳入荟萃分析。纳入荟萃分析的研究中,整体潜在偏倚评估为“良好”的有 1 项,“一般”的有 2 项。使用智能手机干预的患者发生加重的汇总随机效应优势比为 0.20(95%CI 0.07-0.62),与常规护理相比,智能手机干预减少了 80%的患者发生加重。然而,纳入的研究存在中度异质性(I(2)=59%)。
结论:尽管目前关于智能手机在减少 COPD 加重中的作用的文献有限,但我们的综述结果表明,智能手机在减少 COPD 加重患者数量方面是有用的。然而,使用智能手机需要协同策略才能达到预期的结果。由于研究之间存在异质性,因此应谨慎解释这些结果。研究人员应专注于进行具有足够样本量的严格研究,以确定智能手机干预在 COPD 管理中的有效性和临床实用性。
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