Department of Cardiology, Westmead Hospital, Sydney, Australia2The George Institute for Global Health, The University of Sydney, Sydney, Australia3The University of Sydney, Sydney, Australia.
Department of Cardiology, Westmead Hospital, Sydney, Australia.
JAMA Intern Med. 2016 Mar;176(3):340-9. doi: 10.1001/jamainternmed.2015.7667.
Adherence to long-term therapies in chronic disease is poor. Traditional interventions to improve adherence are complex and not widely effective. Mobile telephone text messaging may be a scalable means to support medication adherence.
To conduct a meta-analysis of randomized clinical trials to assess the effect of mobile telephone text messaging on medication adherence in chronic disease.
MEDLINE, EMBASE, Cochrane Central Register of Controlled Trials, PsycINFO, and CINAHL (from database inception to January 15, 2015), as well as reference lists of the articles identified. The data were analyzed in March 2015.
Randomized clinical trials evaluating a mobile telephone text message intervention to promote medication adherence in adults with chronic disease.
Two authors independently extracted information on study characteristics, text message characteristics, and outcome measures as per the predefined protocol.
Odds ratios and pooled data were calculated using random-effects models. Risk of bias and study quality were assessed as per Cochrane guidelines. Disagreement was resolved by consensus.
Sixteen randomized clinical trials were included, with 5 of 16 using personalization, 8 of 16 using 2-way communication, and 8 of 16 using a daily text message frequency. The median intervention duration was 12 weeks, and self-report was the most commonly used method to assess medication adherence. In the pooled analysis of 2742 patients (median age, 39 years and 50.3% [1380 of 2742] female), text messaging significantly improved medication adherence (odds ratio, 2.11; 95% CI, 1.52-2.93; P < .001). The effect was not sensitive to study characteristics (intervention duration or type of disease) or text message characteristics (personalization, 2-way communication, or daily text message frequency). In a sensitivity analysis, our findings remained robust to change in inclusion criteria based on study quality (odds ratio, 1.67; 95% CI, 1.21-2.29; P = .002). There was moderate heterogeneity (I2 = 62%) across clinical trials. After adjustment for publication bias, the point estimate was reduced but remained positive for an intervention effect (odds ratio, 1.68; 95% CI, 1.18-2.39).
Mobile phone text messaging approximately doubles the odds of medication adherence. This increase translates into adherence rates improving from 50% (assuming this baseline rate in patients with chronic disease) to 67.8%, or an absolute increase of 17.8%. While promising, these results should be interpreted with caution given the short duration of trials and reliance on self-reported medication adherence measures. Future studies need to determine the features of text message interventions that improve success, as well as appropriate patient populations, sustained effects, and influences on clinical outcomes.
慢性病患者长期治疗的依从性很差。传统的提高依从性的干预措施复杂且效果不广泛。移动电话短信可能是一种支持药物依从性的可扩展手段。
对随机临床试验进行荟萃分析,评估移动电话短信对慢性病患者药物依从性的影响。
MEDLINE、EMBASE、Cochrane 对照试验中心注册库、PsycINFO 和 CINAHL(从数据库建立到 2015 年 1 月 15 日),以及确定的文章的参考文献列表。数据于 2015 年 3 月进行分析。
评估移动电话短信干预以促进慢性病成人药物依从性的随机临床试验。
两名作者根据预先确定的方案独立提取研究特征、短信特征和结局测量信息。
使用随机效应模型计算优势比和汇总数据。根据 Cochrane 指南评估风险偏倚和研究质量。通过共识解决分歧。
纳入了 16 项随机临床试验,其中 5 项使用了个性化,8 项使用了双向通信,8 项使用了每日短信频率。干预持续时间中位数为 12 周,自我报告是最常用的评估药物依从性的方法。在对 2742 名患者(平均年龄 39 岁,50.3%[2742 名中的 1380 名]为女性)的汇总分析中,短信显著提高了药物依从性(优势比,2.11;95%CI,1.52-2.93;P<0.001)。该效果不受研究特征(干预持续时间或疾病类型)或短信特征(个性化、双向通信或每日短信频率)的影响。在敏感性分析中,我们的研究结果在基于研究质量的纳入标准变化时仍然稳健(优势比,1.67;95%CI,1.21-2.29;P=0.002)。临床试验之间存在中度异质性(I2=62%)。在调整发表偏倚后,尽管点估计值降低,但干预效果仍然为正(优势比,1.68;95%CI,1.18-2.39)。
移动电话短信可使药物依从性提高约两倍。这一提高将使依从率从 50%(假设慢性病患者的基线率)提高到 67.8%,或绝对提高 17.8%。虽然有希望,但鉴于试验持续时间短和依赖自我报告的药物依从性测量,这些结果应谨慎解释。未来的研究需要确定提高成功率的短信干预特征,以及合适的患者人群、持续效果和对临床结果的影响。