Cochrane Airways, Population Health Research Institute, St George's, University of London, London, UK.
PHRI, St George's, University of London, London, UK.
Cochrane Database Syst Rev. 2021 Apr 19;4(4):CD013246. doi: 10.1002/14651858.CD013246.pub2.
Chronic obstructive pulmonary disease (COPD) is associated with dyspnoea, cough or sputum production (or both) and affects quality of life and functional status. More efficient approaches to alternative management that may include patients themselves managing their condition need further exploration in order to reduce the impact on both patients and healthcare services. Digital interventions may potentially impact on health behaviours and encourage patient engagement.
To assess benefits and harms of digital interventions for managing COPD and apply Behaviour Change Technique (BCT) taxonomy to describe and explore intervention content.
We identified randomised controlled trials (RCTs) from the Cochrane Airways Trials Register (date of last search 28 April 2020). We found other trials at web-based clinical trials registers.
We included RCTs comparing digital technology interventions with or without routine supported self-management to usual care, or control treatment for self-management. Multi-component interventions (of which one component was digital self-management) compared with usual care, standard care or control treatment were included.
We used standard Cochrane methods. Two review authors independently selected trials for inclusion, extracted data, and assessed risk of bias. Discrepancies were resolved with a third review author. We assessed certainty of the evidence using the GRADE approach. Primary outcomes were impact on health behaviours, self-efficacy, exacerbations and quality of life, including the St George's Respiratory Questionnaire (SGRQ). The minimally important difference (MID) for the SGRQ is 4 points. Two review authors independently applied BCT taxonomy to identify mechanisms in the digital interventions that influence behaviours.
Fourteen studies were included in the meta-analyses (1518 participants) ranging from 13 to 52 weeks duration. Participants had mild to very severe COPD. Risk of bias was high due to lack of blinding. GRADE ratings were low to very low certainty due to lack of blinding and imprecision. Common BCT clusters identified as behaviour change mechanisms in interventions were goals and planning, feedback and monitoring, social support, shaping knowledge and antecedents. Digital technology intervention with or without routine supported self-management Interventions included mobile phone (three studies), smartphone applications (one study), and web or Internet-based (five studies). Evidence is very uncertain about effects on impact on health behaviours as measured by six-minute walk distance (6MWD) at 13 weeks (mean difference (MD) 26.20, 95% confidence interval (CI) -21.70 to 74.10; participants = 122; studies = 2) or 23 to 26 weeks (MD 14.31, 95% CI -19.41 to 48.03; participants = 164; studies = 3). There may be improvement in 6MWD at 52 weeks (MD 54.33 95% CI -35.47 to 144.12; participants = 204; studies = 2) but studies were varied (very low certainty). There may be no difference in self-efficacy on managing Chronic Disease Scale (SEMCD) or pulmonary rehabilitation adapted index of self-efficacy tool (PRAISE). Evidence is very uncertain. Quality of life may be slightly improved on the chronic respiratory disease questionnaire (CRQ) at 13 weeks (MD 0.45, 95% CI 0.01 to 0.90; participants = 123; studies = 2; low certainty), but is not clinically important (MID 0.5). There may be little or no difference at 23 or 52 weeks (low to very low certainty). There may be a clinical improvement on SGRQ total at 52 weeks (MD -26.57, 95% CI -34.09 to -19.05; participants = 120; studies = 1; low certainty). Evidence for COPD assessment test (CAT) and Clinical COPD Questionnaire (CCQ) is very uncertain. There may be little or no difference in dyspnoea symptoms (CRQ dyspnoea) at 13, 23 weeks or 52 weeks (low to very low certainty evidence) or mean number of exacerbations at 26 weeks (low-certainty evidence). There was no evidence for the number of people experiencing adverse events. Multi-component interventions Digital components included mobile phone (one study), and web or internet-based (four studies). Evidence is very uncertain about effects on impact on health behaviour (6MWD) at 13 weeks (MD 99.60, 95% CI -15.23 to 214.43; participants = 20; studies = 1). No evidence was found for self-efficacy. Four studies reported effects on quality of life (SGRQ and CCQ scales). The evidence is very uncertain. There may be no difference in the number of people experiencing exacerbations or mean days to first exacerbation at 52 weeks with a multi-component intervention compared to standard care. Evidence is very uncertain about effects on the number of people experiencing adverse events at 52 weeks.
AUTHORS' CONCLUSIONS: There is insufficient evidence to demonstrate a clear benefit or harm of digital technology interventions with or without supported self-management, or multi-component interventions compared to usual care in improving the 6MWD or self-efficacy. We found there may be some short-term improvement in quality of life with digital interventions, but there is no evidence about whether the effect is sustained long term. Dyspnoea symptoms may improve over a longer duration of digital intervention use. The evidence for multi-component interventions is very uncertain and as there is little or no evidence for adverse events, we cannot determine the benefit or harm of these interventions. The evidence base is predominantly of very low certainty with concerns around high risk of bias due to lack of blinding. Given that variation of interventions and blinding is likely to be a concern, future, larger studies are needed taking these limitations in consideration. Future studies are needed to determine whether the small improvements observed in this review can be applied to the general COPD population. A clear understanding of behaviour change through the BCT classification is important to gauge uptake of digital interventions and health outcomes in people with varying severity of COPD. Currently there is no guidance for interpreting BCT components of a digital intervention for changes to health outcomes. We could not interpret the BCT findings to the health outcomes we were investigating due to limited evidence that was of very low certainty. In future research, standardised approaches need to be considered when designing protocols to investigate effectiveness of digital interventions by including a standardised approach to BCT classification in addition to validated behavioural outcome measures that may reflect changes in behaviour.
慢性阻塞性肺疾病(COPD)与呼吸困难、咳嗽或咳痰(或两者兼有)有关,并影响生活质量和功能状态。为了减轻对患者和医疗服务的影响,需要进一步探索更有效的替代管理方法,包括让患者自己管理病情。数字干预措施可能会对健康行为产生影响,并鼓励患者参与。
评估数字干预措施在管理 COPD 方面的益处和危害,并应用行为改变技术(BCT)分类法来描述和探讨干预内容。
我们从 Cochrane Airways 试验注册库(最后检索日期为 2020 年 4 月 28 日)中检索了随机对照试验(RCT)。我们还在网上临床试验注册库中找到了其他试验。
我们纳入了比较数字技术干预与常规支持的自我管理或常规护理,或与常规治疗相比用于自我管理的多组分干预措施(其中一个组分是数字自我管理)的 RCT。
我们使用了标准的 Cochrane 方法。两名综述作者独立选择纳入的试验、提取数据,并评估了偏倚风险。有分歧时,由第三名综述作者解决。我们使用 GRADE 方法评估证据的确定性。主要结局指标是健康行为、自我效能、加重和生活质量的影响,包括圣乔治呼吸问卷(SGRQ)。SGRQ 的最小重要差异(MID)为 4 分。两名综述作者独立应用 BCT 分类法确定数字干预措施中影响行为的机制。
1518 名参与者参与了 14 项研究的荟萃分析,研究持续时间从 13 周到 52 周不等。参与者的 COPD 严重程度从轻到重不等。由于缺乏盲法,偏倚风险较高。由于缺乏盲法和不精确性,GRADE 评级为低到非常低确定性。在干预措施中确定为行为改变机制的常见 BCT 集群包括目标和计划、反馈和监测、社会支持、塑造知识和前因。数字技术干预与常规支持的自我管理干预包括移动电话(三项研究)、智能手机应用程序(一项研究)和基于网络/互联网(五项研究)。在 13 周时,六分钟步行距离(6MWD)的影响(MD 26.20,95%置信区间[CI] -21.70 至 74.10;参与者=122;研究=2)或 23 至 26 周时(MD 14.31,95%CI -19.41 至 48.03;参与者=164;研究=3),健康行为的影响证据非常不确定。在 52 周时,6MWD 可能有改善(MD 54.33,95%CI -35.47 至 144.12;参与者=204;研究=2),但研究存在差异(非常低确定性)。慢性疾病量表(SEMCD)或肺康复适应性自我效能工具(PRAISE)的自我效能感可能没有差异。证据非常不确定。慢性呼吸道疾病问卷(CRQ)的生活质量可能在 13 周时略有改善(MD 0.45,95%CI 0.01 至 0.90;参与者=123;研究=2;低确定性),但无临床意义(MID 0.5)。23 或 52 周时可能差异较小或无差异(低到非常低确定性)。52 周时 SGRQ 总评分可能有临床改善(MD -26.57,95%CI -34.09 至 -19.05;参与者=120;研究=1;低确定性)。COPD 评估测试(CAT)和临床 COPD 问卷(CCQ)的证据非常不确定。在 13、23 或 52 周时,呼吸困难症状(CRQ 呼吸困难)或平均加重次数的证据非常不确定(低到非常低确定性证据)或 26 周时的平均加重次数(低确定性证据)可能差异较小或无差异。没有关于不良事件人数的证据。多组分干预措施的数字组件包括移动电话(一项研究)和基于网络/互联网(四项研究)。在 13 周时,健康行为影响(6MWD)的证据非常不确定(MD 99.60,95%CI -15.23 至 214.43;参与者=20;研究=1)。没有发现自我效能的证据。四项研究报告了生活质量(SGRQ 和 CCQ 量表)的影响。证据非常不确定。与标准护理相比,多组分干预措施在 52 周时对加重或首次加重的平均天数没有影响。证据非常不确定,无法确定 52 周时的不良事件人数。
目前的证据不足以证明与常规支持的自我管理或多组分干预措施相比,数字技术干预措施在改善 6MWD 或自我效能方面有明确的益处或危害。我们发现数字干预可能会在短期内改善生活质量,但目前尚不清楚这种效果是否能长期持续。呼吸困难症状可能会在更长的时间内得到改善。多组分干预措施的证据非常不确定,而且由于缺乏关于不良事件的证据,我们无法确定这些干预措施的益处或危害。由于存在缺乏盲法和高度偏倚风险等问题,证据基础主要为非常低确定性。考虑到干预措施和盲法的差异可能是一个关注点,未来需要进行更大规模的研究。未来的研究需要确定在这个综述中观察到的微小改善是否可以应用于一般的 COPD 人群。通过 BCT 分类法清楚地了解行为变化对于了解 COPD 严重程度不同的人群中数字干预措施的接受程度和健康结果非常重要。目前,对于数字干预措施改变健康结果的 BCT 成分,还没有指导意见。在未来的研究中,需要考虑采用标准化方法来设计研究方案,以评估数字干预措施的有效性,除了使用经过验证的行为结果测量方法外,还应包括 BCT 分类法,这可能反映了行为的变化。