Efficacy of Contextually Tailored Suggestions for Physical Activity: A Micro-randomized Optimization Trial of HeartSteps

Author:

Klasnja Predrag112ORCID,Smith Shawna34,Seewald Nicholas J5,Lee Andy2,Hall Kelly5,Luers Brook5,Hekler Eric B6,Murphy Susan A7

Affiliation:

1. Kaiser Permanente Washington Health Research Institute, Minor Ave, Suite, Seattle, WA, USA

2. School of Information, University of Michigan, Ann Arbor, MI, USA

3. Insitute for Social Research, University of Michigan, Ann Arbor, MI, USA

4. School of Medicine, University of Michigan, Ann Arbor, MI, USA

5. Department of Statistics, University of Michigan, Ann Arbor, MI, USA

6. School of Medicine, University of California San Diego, San Diego, CA, USA

7. Department of Statistics, Harvard University, Cambridge, MA, USA

Funder

National Institutes of Health

Publisher

Oxford University Press (OUP)

Subject

Psychiatry and Mental health,General Psychology

Reference32 articles.

1. A smartphone application to support recovery from alcoholism: A randomized clinical trial;Gustafson;JAMA Psychiatry,2014

2. cStress: Towards a gold standard for continuous stress assessment in the mobile environment;Hovsepian;Proc ACM Int Conf Ubiquitous Comput,2015

3. Just-in-Time Adaptive Interventions (JITAIs) in mobile health: Key components and design principles for ongoing health behavior support;Nahum-Shani;Ann Behav Med,2018

4. Dynamic models of behavior for just-in-time adaptive interventions;Spruijt-Metz;IEEE Pervasive Comput,2014

5. Building health behavior models to guide the development of just-in-time adaptive interventions: A pragmatic framework;Nahum-Shani;Health Psychol,2015

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