期刊
JOURNAL OF MEDICAL INTERNET RESEARCH
卷 23, 期 6, 页码 -出版社
JMIR PUBLICATIONS, INC
DOI: 10.2196/26004
关键词
digital assessment; remote research; measurement validity; clinical outcomes; ecological momentary assessment; mobile phone
Remote research tools have the advantage of collecting granular, high-frequency data on symptoms and digital biomarkers, improving the ability to capture clinically relevant data. However, the development of these tools requires consideration of data collection frequency and flexibility, as well as assessment under different validation conditions.
The ability of remote research tools to collect granular, high-frequency data on symptoms and digital biomarkers is an important strength because it circumvents many limitations of traditional clinical trials and improves the ability to capture clinically relevant data. This approach allows researchers to capture more robust baselines and derive novel phenotypes for improved precision in diagnosis and accuracy in outcomes. The process for developing these tools however is complex because data need to be collected at a frequency that is meaningful but not burdensome for the participant or patient. Furthermore, traditional techniques, which rely on fixed conditions to validate assessments, may be inappropriate for validating tools that are designed to capture data under flexible conditions. This paper discusses the process for determining whether a digital assessment is suitable for remote research and offers suggestions on how to validate these novel tools.
作者
我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。
推荐
暂无数据