DocumentCode
86136
Title
Dynamic Models of Behavior for Just-in-Time Adaptive Interventions
Author
Spruijt-Metz, Donna ; Nilsen, Wendy
Author_Institution
Dornsife Center for Econ. & Social Res., Univ. of Southern California, Los Angeles, CA, USA
Volume
13
Issue
3
fYear
2014
fDate
July-Sept. 2014
Firstpage
13
Lastpage
17
Abstract
Improvements in health behavior theory will be central to creating successful interventions that encourage and support behavior change and maintenance. The authors discuss dynamic, multimethod, conceptually driven, and data-rich approaches for the development of testable computational models of health-related behaviors in real time.
Keywords
behavioural sciences computing; health care; just-in-time; behavior change; behavior maintenance; conceptually driven approach; data-rich approach; dynamic behavior models; health behavior theory; health-related behaviors; just-in-time adaptive interventions; multimethod approach; testable computational models; Adaptation models; Computational modeling; Context awareness; Context modeling; Data models; Deformable models; Maintenance engineering; Real-time systems; JITAI; adaptive interventions; behavior theory; healthcare; just-in-time; pervasive computing;
fLanguage
English
Journal_Title
Pervasive Computing, IEEE
Publisher
ieee
ISSN
1536-1268
Type
jour
DOI
10.1109/MPRV.2014.46
Filename
6850255
Link To Document