精准医疗的可接受性标准:GUIDE-IBD试验中患者使用移动医疗技术的经验教训

IF 1.8 Q3 GASTROENTEROLOGY & HEPATOLOGY Crohn's & Colitis 360 Pub Date : 2023-11-08 DOI:10.1093/crocol/otad068
Anke Erdmann, Florian Schrinner, Christoph Rehmann-Sutter, Andre Franke, Ursula Seidler, Stefan Schreiber, Claudia Bozzaro
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引用次数: 0

摘要

背景对IBD移动医疗技术的研究表明,这些设备主要用于预测或自我报告疾病活动。然而,在不久的将来,这些工具可用于将大型数据集集成到机器学习中,以开发个性化治疗算法。这些技术对患者健康和日常生活的影响尚未得到调查。方法对使用XXXX移动医疗技术的患者进行10次定性访谈。这是一款特殊的智能手机应用程序,用于记录患者报告的结果,可穿戴设备用于跟踪身体活动、心率和睡眠质量。对于数据分析,我们使用解释现象学分析(IPA)。这种方法非常适合研究人们的生活经历。结果通过对数据的分析,发现至少有3名参与者提到了11个主题。这些主题是:使用可穿戴设备进行自我跟踪是常态;可变值的数据来自可穿戴设备;给人压力的风险;刺激他们反思自己的健康和疾病;心理困扰风险;关于医疗咨询中app数据的讨论非常简短或根本不存在;对应用坦诚比对医生坦诚要容易;问卷调查并不总能充分反映病人的状况;需要支持;以及回顾数据的可能性。结论:患者确定了获益、风险和改善的潜力,在器械的进一步开发和患者报告的结果量表以及在常规护理中实施时应考虑这些因素。
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Acceptability criteria of precision medicine: Lessons from patients' experiences with the GUIDE-IBD trial regarding the use of mobile health technology
Abstract Background Research about mobile health technologies for IBD reveals that these devices are mainly used to predict or self-report disease activity. However, in the near future these tools can be used to integrate large data sets into machine learning for the development of personalized treatment algorithms. The impact of these technologies on patients’ wellbeing and daily lives has not yet been investigated. Methods We conducted 10 qualitative interviews with patients who used the XXXX mHealth technology. This is a special smartphone app for patients to record patient reported outcomes and a wearable to track physical activity, heart rate, and sleep quality. For data analysis, we used interpretative phenomenological analysis (IPA). This method is ideally suited for studying people’s lived experiences. Results The analysis of the data revealed 11 themes that were mentioned by at least 3 participants. These themes were: Self-tracking with wearable devices as normality; variable value of the data from the wearable; risk of putting people under pressure; stimulus to reflect about their own well-being and illness; risk of psychological distress; discussion about app data in the medical consultation is very brief or nonexistent; easier to be honest with an app than with a doctor; questionnaires do not always adequately capture the patient's condition; need for support; and the possibility to look at the data retrospectively. Conclusions Patients identified benefits, risks, and potentials for improvement, which should be considered in the further development of the devices and patient reported outcome scales, and in the implementation in usual care.
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来源期刊
Crohn's & Colitis 360
Crohn's & Colitis 360 Medicine-Gastroenterology
CiteScore
2.50
自引率
0.00%
发文量
41
审稿时长
12 weeks
期刊最新文献
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