青少年1型糖尿病的生态瞬时评估:一项混合方法的可行性研究。

IF 3.2 3区 医学 Q2 ENDOCRINOLOGY & METABOLISM
Paul T. Enlow, Stephanie Madden, Courtney Thomas, Amy Milkes, Tim Wysocki, Melissa A. Alderfer
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引用次数: 0

摘要

目的:糖尿病自我管理是动态的,受环境变量的影响。生态瞬时评估(EMA)有助于检查时间过程和背景变量的影响,但在儿科1型糖尿病研究中未得到充分利用。本研究考察了使用基于短信的EMA的可行性,以及患者和环境因素如何预测EMA程序的依从性。方法:1型糖尿病青少年(n = 66)(12-18岁)观看EMA培训视频,完成5题EMA测试,然后参加为期3个月的EMA研究。混合效应模型和配对t检验检验了反应率和延迟的预测因子(即HbA1c、参与者年龄、EMA测验分数、研究时间点、当天时间、一周中的哪一天)。根据回复率对18名参与者进行了有目的的抽样调查,并使用主题分析来总结与他们的EMA经验相关的主题。结果:平均反应率为70%,平均反应潜伏期为77.83 min。回应率在平日较高。对于早晨和工作日的提示,响应延迟更长。在混合效应模型中,反应率随着时间的推移而下降,并且对于HbA1c较高的年轻人来说,反应率更低。测验分数越高,反应率越高,反应延迟越短。定性数据揭示的主题突出了(1)使用EMA进行研究的方法学考虑和(2)EMA如何对参与者产生积极影响。结论:基于短信的EMA是一种捕获与糖尿病管理相关的近实时患者体验的可行方法。结合糖尿病技术,EMA在提高我们对糖尿病自我管理行为方面的理解方面具有重大潜力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Ecological momentary assessment in adolescents with type 1 diabetes: A mixed-methods feasibility study

Aims

Diabetes self-management is dynamic and subject to the influence of contextual variables. Ecological momentary assessment (EMA) facilitates the examination of temporal processes and the influence of contextual variables but is underutilised in paediatric type 1 diabetes research. This study examined the feasibility of using text-message-based EMA and how patient and contextual factors predict adherence to EMA procedures.

Methods

Adolescents (12–18 years old) with type 1 diabetes (n = 66) watched an EMA training video, completed a 5-question EMA quiz, and then participated in a 3-month EMA study. Mixed-effects models and paired t-tests examined predictors (i.e. HbA1c, participant age, EMA quiz score, study time-point, time of day, day of week) of response rate and latency. Eighteen participants, purposively sampled based on response rates, were interviewed, and thematic analysis was used to summarize themes related to their EMA experience.

Results

Average response rate was 70% and average response latency was 77.83 min. Response rates were higher on weekdays. Response latency was longer for morning and weekday prompts. In mixed-effects models, response rates decreased over time and were lower for youth with higher HbA1c. Better quiz scores predicted higher response rates and shorter response latency. Qualitative data revealed themes highlighting (1) methodological considerations for research using EMA and (2) how EMA positively affected participants.

Conclusions

Text-message-based EMA is a feasible method for capturing near-real-time patient experiences related to diabetes management. Combined with diabetes technology, EMA has significant potential for improving our understanding of the behavioural aspects of diabetes self-management.

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来源期刊
Diabetic Medicine
Diabetic Medicine 医学-内分泌学与代谢
CiteScore
7.20
自引率
5.70%
发文量
229
审稿时长
3-6 weeks
期刊介绍: Diabetic Medicine, the official journal of Diabetes UK, is published monthly simultaneously, in print and online editions. The journal publishes a range of key information on all clinical aspects of diabetes mellitus, ranging from human genetic studies through clinical physiology and trials to diabetes epidemiology. We do not publish original animal or cell culture studies unless they are part of a study of clinical diabetes involving humans. Categories of publication include research articles, reviews, editorials, commentaries, and correspondence. All material is peer-reviewed. We aim to disseminate knowledge about diabetes research with the goal of improving the management of people with diabetes. The journal therefore seeks to provide a forum for the exchange of ideas between clinicians and researchers worldwide. Topics covered are of importance to all healthcare professionals working with people with diabetes, whether in primary care or specialist services. Surplus generated from the sale of Diabetic Medicine is used by Diabetes UK to know diabetes better and fight diabetes more effectively on behalf of all people affected by and at risk of diabetes as well as their families and carers.”
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