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Current future and potential use of mobile and wearable technologies and social media data in the ABCD study to increase understanding of contributors to child health

机译:ABCD研究中当前将来和潜在使用移动和可穿戴技术以及社交媒体数据以增进对儿童健康贡献者的了解

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摘要

Mobile and wearable technologies and novel methods of data collection are innovating health-related research. These technologies and methods allow for multi-system level capture of data across environmental, physiological, behavioral, and psychological domains. In the Adolescent Brain Cognitive Development (ABCD) Study, there is great potential for harnessing the acceptability, accessibility, and functionality of mobile and social technologies for in-vivo data capture to precisely measure factors, and interactions between factors, that contribute to childhood and adolescent neurodevelopment and psychosocial and health outcomes. Here we discuss advances in mobile and wearable technologies and methods of analysis of geospatial, ecologic, social network and behavioral data. Incorporating these technologies into the ABCD study will allow for interdisciplinary research on the effects of place, social interactions, environment, and substance use on health and developmental outcomes in children and adolescents.
机译:移动和可穿戴技术以及新颖的数据收集方法正在革新与健康相关的研究。这些技术和方法允许跨系统,环境,生理,行为和心理领域的数据捕获。在青少年大脑认知发展(ABCD)研究中,利用移动和社交技术的可接受性,可访问性和功能性进行体内数据捕获,以精确测量对儿童和青少年造成影响的因素以及因素之间的相互作用具有巨大潜力。青少年的神经发育以及心理社会和健康状况。在这里,我们讨论了移动和可穿戴技术的发展以及地理空间,生态,社交网络和行为数据的分析方法。将这些技术整合到ABCD研究中,将可以进行跨学科研究,研究场所,社会互动,环境和物质使用对儿童和青少年健康和发育结果的影响。

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