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Mobile intervention for emerging adults with regular cannabis use: a micro-randomized trial

delete2026-06-09
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OA
AI
M
Maureen Walton
I
Inbal Nahum-Shani
M
Maya Campbell
D
Devin C Tomlinson
A
Autumn Rae Florimbio
S
Susobhan Ghosh
Y
Yongyi Guo
P
Pei-Yao Hung
M
Mark W. Newman
J
Jeremy J. Lin
T
Tianchen Qian
J
John Dziak
H
Huijie Pan
K
Kelly W. Zhang
L
Lauren Zimmermann
E
Erin E. Bonar
S
Susan Murphy
L
Lara N. Coughlin *
DOI:10.1016/j.lana.2026.101524delete
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Abstract

Abstract

En 中文
Cannabis use is prevalent among emerging adults, with regular use increasing risk for problems; yet few seek treatment. Using a micro-randomized trial (MRT), the study aims were to test a personalizing just-in-time adaptive interventions (pJITAI), which is powered by a reinforcement learning (RL) algorithm to improve the JITAI in real-time.
Keywords:
Mobile health
Cannabis
Emerging adults
Just-in-time adaptive intervention
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Journal

T
The Lancet Regional Health - Americas
IF:
0
Papers:
174
Citations:
0

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H
Harvard University
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26.2W
Papers: 21.9W
Citations: 28.7W
U
University of California
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7.5K
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U
university of michigan
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8.0K
Papers: 3.8K
Citations: 1
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