Evaluating the use of a recommender system for selecting optimal messages for smoking cessation: patterns and effects of user-system engagement

Evaluating the use of a recommender system for selecting optimal messages for smoking cessation: patterns and effects of user-system engagement

Abstract Background Motivational messaging is a frequently used digital intervention to promote positive health behavior changes, including smoking cessation. Typically, motivational messaging systems have not actively sought feedback on each message, preventing a closer examination of the user-syst...

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Bibliographic Details
Main Authors: Jinying Chen, Thomas K. Houston, Jamie M. Faro, Catherine S. Nagawa, Elizabeth A. Orvek, Amanda C. Blok, Jeroan J. Allison, Sharina D. Person, Bridget M. Smith, Rajani S. Sadasivam
Format: Article
Language:English
Published: BMC 2021-09-01
Series:BMC Public Health
Subjects:
Digital health intervention
Smoking cessation
Computer-tailored health communication
Recommender system
Motivational messaging
Engagement
Online Access:https://doi.org/10.1186/s12889-021-11803-8

Internet

https://doi.org/10.1186/s12889-021-11803-8

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