Mobile and wireless technologies in health behavior and the potential for intensively adaptive interventions
Mobile and wireless technologies in health behavior and the potential for intensively adaptive interventions
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DOI：
10.1016/j.copsyc.2015.03.024
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发表时间：
2015-10-01
影响因子：
5.9
通讯作者：
Atienza, Audie A.
中科院分区：
文献类型：
--
作者：
Riley, William T.;Serrano, Katrina J.;Atienza, Audie A.
移动和无线技术的最新进展使得对健康行为及其影响的实时评估成为可能，同时将受访者的负担降至最低。这些技术支持的实时评估为强化适应性干预（IAI）提供了基础。此类根据实时输入调整干预措施的研究证据已经开始出现。尽管 IAI 前景广阔，但强自适应算法的发展产生了新的研究问题，并且 IAI 产生的密集纵向数据需要新的方法和分析方法。提供了 IAI 在健康行为研究中的研究考虑和未来方向。
Recent advances in mobile and wireless technologies have made real-time assessments of health behaviors and their influences possible with minimal respondent burden. These tech-enabled real-time assessments provide the basis for intensively adaptive interventions (IAIs). Evidence of such studies that adjust interventions based on real-time inputs is beginning to emerge. Although IAIs are promising, the development of intensively adaptive algorithms generate new research questions, and the intensive longitudinal data produced by IAIs require new methodologies and analytic approaches. Research considerations and future directions for IAIs in health behavior research are provided.