Department of Ubiquitous Health Informatics, Graduate School of Medicine, University of Tokyo, Tokyo, Japan.
Department of Diabetes and Metabolic Diseases, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan.
J Diabetes Investig. 2017 Jul;8(4):542-549. doi: 10.1111/jdi.12613. Epub 2017 Feb 22.
AIMS/INTRODUCTION: Preventing dropout is crucial in managing diabetes. Accordingly, we investigated whether patients who had dropped out of diabetic care are suitable candidates for the use of mobile technologies - such as smartphone applications - to support self-management (mHealth), which might help prevent dropout.
We carried out a cross-sectional study in Tokyo, Japan. Patients aged 20 years or older who were clinically diagnosed as diabetic and who regularly visited the outpatient unit at the University of Tokyo Hospital were recruited between August 2014 and March 2015. Data were collected through face-to-face structured interviews, physical measurements and medical records. Participants were asked whether they were willing to use mHealth after being shown DialBetics - an mHealth application for diabetics - as an example, and about their history of dropout and previous mHealth experience. Data were analyzed by multivariate logistic regression models.
Of 307 patients with type 1 and type 2 diabetes, 34 (11.1%) had previously dropped out from diabetic care. Multivariate analysis identified previous mHealth experience as a negative predictor of dropout (odds ratio 0.211, P = 0.023). Of those 34 patients, 27 (79.4%) expressed willingness to use mHealth, a significantly higher percentage than for those who had never dropped out (51.5%, P = 0.002). After adjusting for confounders, history of dropout remained a strong predictor of willingness (odds ratio 3.870, P = 0.004).
Patients who previously dropped out of diabetic care are suitable candidates for mHealth. Future studies must evaluate whether mHealth is effective for preventing repeated dropout and improving glycemic control among this population.
目的/引言:预防患者脱落对于糖尿病管理至关重要。因此,我们研究了退出糖尿病护理的患者是否适合使用移动技术(如智能手机应用程序)来支持自我管理(移动医疗),这可能有助于预防患者再次脱落。
我们在日本东京进行了一项横断面研究。招募了 20 岁及以上、经临床诊断为糖尿病且定期到东京大学医院门诊就诊的患者。于 2014 年 8 月至 2015 年 3 月期间通过面对面的结构化访谈、体格检查和病历收集数据。向患者展示了 DialBetics(一种针对糖尿病患者的移动医疗应用程序)作为示例后,询问他们是否愿意使用移动医疗,并询问他们的脱落史和之前使用移动医疗的经验。使用多变量逻辑回归模型分析数据。
在 307 名 1 型和 2 型糖尿病患者中,有 34 名(11.1%)曾退出过糖尿病护理。多变量分析表明,之前使用移动医疗的经历是患者再次脱落的负预测因素(比值比 0.211,P = 0.023)。在这 34 名患者中,有 27 名(79.4%)表示愿意使用移动医疗,这一比例明显高于从未脱落的患者(51.5%,P = 0.002)。在调整了混杂因素后,脱落史仍然是患者愿意使用移动医疗的强烈预测因素(比值比 3.870,P = 0.004)。
退出糖尿病护理的患者是移动医疗的合适人选。未来的研究必须评估移动医疗是否能有效预防这部分人群的再次脱落并改善血糖控制。