Building health behavior models to guide the development of just-in-time adaptive interventions: A pragmatic framework.
University of Michigan–Ann Arbor · Arizona State University · +1 more institution
Abstract
Advances in wireless devices and mobile technology offer many opportunities for delivering just-in-time adaptive interventions (JITAIs)-suites of interventions that adapt over time to an individual's changing status and circumstances with the goal to address the individual's need for support, whenever this need arises. A major challenge confronting behavioral scientists aiming to develop a JITAI concerns the selection and integration of existing empirical, theoretical and practical evidence into a scientific model that can inform the construction of a JITAI and help identify scientific gaps. The purpose of this paper is to establish a pragmatic framework that can be used to organize existing evidence into a…
Citation impact
- FWCI
- 62.95
- Percentile
- 100%
- References
- 70
Authors
3Topics & keywords
- Psychological intervention
- Computer science
- Adaptation (eye)
- Management science
- Risk analysis (engineering)
- Conceptual framework
- Conceptual model
- Data science