Uffe Søholm, Natalie Zaremba, Melanie Broadley, Johanne Lundager Axelsen, Patrick Divilly, Gilberte Martine-Edith, Stephanie A Amiel, Julia K Mader, Ulrik Pedersen-Bjergaard, Rory J McCrimmon, Eric Renard, Mark Evans, Bastiaan de Galan, Simon Heller, Christel Hendrieckx, Pratik Choudhary, Jane Speight, Frans Pouwer
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引用次数: 0
Abstract
Background: The Hypoglycaemia - MEasurement, ThResholds and ImpaCtS (Hypo-METRICS) smartphone app was developed to investigate the impact of hypoglycemia on daily functioning in adults with type 1 diabetes mellitus or insulin-treated type 2 diabetes mellitus. The app uses ecological momentary assessments, thereby minimizing recall bias and maximizing ecological validity. It was used in the Hypo-METRICS study, a European multicenter observational study wherein participants wore a blinded continuous glucose monitoring device and completed the app assessments 3 times daily for 70 days.
Objective: The 3 aims of the study were to explore the content validity of the app, the acceptability and feasibility of using the app for the duration of the Hypo-METRICS study, and suggestions for future versions of the app.
Methods: Participants who had completed the 70-day Hypo-METRICS study in the United Kingdom were invited to participate in a brief web-based survey and an interview (approximately 1h) to explore their experiences with the app during the Hypo-METRICS study. Thematic analysis of the qualitative data was conducted using both deductive and inductive methods.
Results: A total of 18 adults with diabetes (type 1 diabetes: n=10, 56%; 5/10, 50% female; mean age 47, SD 16 years; type 2 diabetes: n=8, 44%; 2/8, 25% female; mean age 61, SD 9 years) filled out the survey and were interviewed. In exploring content validity, participants overall described the Hypo-METRICS app as relevant, understandable, and comprehensive. In total, 3 themes were derived: hypoglycemia symptoms and experiences are idiosyncratic; it was easy to select ratings on the app, but day-to-day changes were perceived as minimal; and instructions could be improved. Participants offered suggestions for changes or additional questions and functions that could increase engagement and improve content (such as providing more examples with the questions). In exploring acceptability and feasibility, 5 themes were derived: helping science and people with diabetes; easy to fit in, but more flexibility wanted; hypoglycemia delaying responses and increasing completion time; design, functionality, and customizability of the app; and limited change in awareness of symptoms and impact. Participants described using the app as a positive experience overall and as having a possible, although limited, intervention effect in terms of both hypoglycemia awareness and personal impact.
Conclusions: The Hypo-METRICS app shows promise as a new research tool to assess the impact of hypoglycemia on an individual's daily functioning. Despite suggested improvements, participants' responses indicated that the app has satisfactory content validity, overall fits in with everyday life, and is suitable for a 10-week research study. Although developed for research purposes, real-time assessments may have clinical value for monitoring and reviewing hypoglycemia symptom awareness and personal impact.
背景:开发了低血糖症-MMeasurement,ThResholds and ImpaCtS(Hypo-METRICS)智能手机应用程序,以研究低血糖对1型糖尿病或胰岛素治疗的2型糖尿病成年人日常功能的影响。该应用程序使用生态瞬时评估,从而最大限度地减少回忆偏差,最大限度地提高生态有效性。它被用于Hypo-METRICS研究,这是一项欧洲多中心观察性研究,参与者佩戴盲法连续血糖监测设备,并在70天内每天完成3次应用程序评估。目的:本研究的3个目的是探讨应用程序的内容有效性、在Hypo-METRICS研究期间使用该应用程序的可接受性和可行性,以及对该应用程序未来版本的建议。方法:在英国完成了为期70天的Hypo-METRICS研究的参与者被邀请参加一项简短的网络调查和一次访谈(约1小时),以探索他们在Hypo-METRICS研究期间使用该应用程序的体验。定性数据的专题分析采用了演绎和归纳两种方法。结果:共有18名患有糖尿病的成年人(1型糖尿病:n=10,56%;5/10,50%女性;平均年龄47,SD 16岁;2型糖尿病:n=8,44%;2/8,25%女性;平均岁61,SD 9岁)填写了调查并接受了访谈。在探索内容有效性时,参与者总体上将Hypo-METRICS应用程序描述为相关、可理解和全面。总共得出3个主题:低血糖症状和经历是特殊的;在应用程序上选择评分很容易,但日常变化被认为是最小的;并且可以改进指令。参与者提出了可以增加参与度和改进内容的更改或附加问题和功能的建议(例如提供更多问题示例)。在探索可接受性和可行性的过程中,得出了5个主题:帮助科学和糖尿病患者;易于融入,但需要更大的灵活性;低血糖延迟反应并增加完成时间;应用程序的设计、功能和可定制性;对症状和影响的认识变化有限。参与者描述,使用该应用程序总体上是一种积极的体验,在低血糖意识和个人影响方面具有可能的干预效果,尽管有限。结论:Hypo-METRICS应用程序有望成为评估低血糖对个人日常功能影响的新研究工具。尽管有改进建议,但参与者的回答表明,该应用程序具有令人满意的内容有效性,总体上符合日常生活,适合进行为期10周的研究。尽管是为了研究目的而开发的,但实时评估可能对监测和审查低血糖症状意识和个人影响具有临床价值。