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The Asthma Mobile Health Study a large-scale clinical observational study using ResearchKit

机译:哮喘移动健康研究使用ResearchKit的大规模临床观察研究

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摘要

The feasibility of using mobile health applications to conduct observational clinical studies requires rigorous validation. Here, we report initial findings from the Asthma Mobile Health Study, a research study, including recruitment, consent, and enrollment, conducted entirely remotely by smartphone. We achieved secure bidirectional data flow between investigators and 7,593 participants from across the United States, including many with severe asthma. Our platform enabled prospective collection of longitudinal, multidimensional data (e.g., surveys, devices, geolocation, and air quality) in a subset of users over the 6-month study period. Consistent trending and correlation of interrelated variables support the quality of data obtained via this method. We detected increased reporting of asthma symptoms in regions affected by heat, pollen, and wildfires. Potential challenges with this technology include selection bias, low retention rates, reporting bias, and data security. These issues require attention to realize the full potential of mobile platforms in research and patient care.
机译:使用移动医疗应用程序进行观察性临床研究的可行性需要严格的验证。在此,我们报告了哮喘移动健康研究的初步发现,该研究包括招募,同意和招募,完全通过智能手机远程进行。我们在美国各地的研究人员和7,593名参与者(包括许多患有严重哮喘的参与者)之间实现了安全的双向数据流。我们的平台可以在6个月的研究期内,在一部分用户中前瞻性地收集纵向多维数据(例如,调查,设备,地理位置和空气质量)。相关变量的一致趋势和相关性支持通过此方法获得的数据质量。我们发现受热,花粉和野火影响的地区出现哮喘症状的报道有所增加。这项技术的潜在挑战包括选择偏见,低保留率,报告偏见和数据安全性。为了充分发挥移动平台在研究和患者护理方面的全部潜力,需要注意这些问题。

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