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A look at engagement profiles and behavior change: A profile analysis examining engagement with the Aim2Be lifestyle behavior modification app for teens and their families.

作者信息

Lin Yingyi, Mâsse Louise C

机构信息

Spatial Sciences Institute, Dana and David Dornsife College of Letters, Arts and Sciences, University of Southern California, 3616 Trousdale Parkway, AHF B57A Los Angeles, CA 90089-0374, United States.

BC Children's Hospital Research Institute, School of Population and Public Health, University of British Columbia, Canada.

出版信息

Prev Med Rep. 2021 Sep 20;24:101565. doi: 10.1016/j.pmedr.2021.101565. eCollection 2021 Dec.


DOI:10.1016/j.pmedr.2021.101565
PMID:34976631
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8683902/
Abstract

Mobile-Health is increasingly used to deliver lifestyle modification interventions; however, little is known about how users engage with these apps. This study aims to profile how teens engage with Aim2Be- a lifestyles behavior modification app), characterize engagement profiles, and examine which engagement profiles support changes in behaviors (diet, physical activity, screen time and sleep) and changes in the mediators targeted by the app. Data were collected from 301 teens (14.8 years, 49% boys, 68% Caucasian) living in Canada, from March to October 2018, who utilized the Aim2Be app for 4.5 months. App-analytics tracked teen engagement with the app features (selecting aims, completing tasks and quick wins, using the knowledge center and social wall, and accessing the virtual coach). Factor mixture modeling identified the following engagement profiles: (32%) did not use most app features; (25%) minimally used the app features; (24%) had moderate-to-high use of app features; and (19%) had the highest use of all app features. Regression models showed that teens were more engaged with Aim2Be if their parents were involved and if they participated with their mothers and/or an educated parent. Finally, significantly improved on most mediators of behavior change and increased their fruit and vegetable intake. The findings suggest that parental engagement supported teen engagement of the Aim2Be app and high engagement was needed to support behavior change among teens. Gaining a greater understanding of the features that appeal to teens is necessary to support behavior change.

摘要
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6ed3/8683902/7ad214cce677/gr2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6ed3/8683902/6dd248805473/gr1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6ed3/8683902/7ad214cce677/gr2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6ed3/8683902/6dd248805473/gr1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6ed3/8683902/7ad214cce677/gr2.jpg

相似文献

[1]
A look at engagement profiles and behavior change: A profile analysis examining engagement with the Aim2Be lifestyle behavior modification app for teens and their families.

Prev Med Rep. 2021-9-20

[2]
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[3]
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[4]
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[5]
The Aim2Be mHealth Intervention for Children With Overweight or Obesity and Their Parents: Person-Centered Analyses to Uncover Digital Phenotypes.

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[6]
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[7]
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[8]
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[9]
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[10]
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引用本文的文献

[1]
A scoping review of outcome selection and accuracy of conclusions in complex digital health interventions for young people (2017-2023): methodological proposals for population health intervention research.

BMC Med. 2025-7-2

[2]
The impact of the Change4Life Food Scanner app on children's diets and parental psychological outcomes: a randomised pilot and feasibility study.

BMC Public Health. 2025-7-2

[3]
Potential associations between behavior change techniques and engagement with mobile health apps: a systematic review.

Front Psychol. 2023-9-18

[4]
Social Media Interventions for Nutrition Education Among Adolescents: Scoping Review.

JMIR Pediatr Parent. 2023-7-20

[5]
Efficacy of the Aim2Be Intervention in Changing Lifestyle Behaviors Among Adolescents With Overweight and Obesity: Randomized Controlled Trial.

J Med Internet Res. 2023-4-25

[6]
The Aim2Be mHealth Intervention for Children With Overweight or Obesity and Their Parents: Person-Centered Analyses to Uncover Digital Phenotypes.

J Med Internet Res. 2022-6-22

本文引用的文献

[1]
Fathers' food parenting: A scoping review of the literature from 1990 to 2019.

Pediatr Obes. 2020-10

[2]
Aim2Be mHealth intervention for children with overweight and obesity: study protocol for a randomized controlled trial.

Trials. 2020-2-3

[3]
Internet-based self-monitoring interventions for overweight and obese adolescents: A systematic review and meta-analysis.

Int J Med Inform. 2018-9-28

[4]
Interventions for treating children and adolescents with overweight and obesity: an overview of Cochrane reviews.

Int J Obes (Lond). 2018-10-9

[5]
Toward Increasing Engagement in Substance Use Data Collection: Development of the Substance Abuse Research Assistant App and Protocol for a Microrandomized Trial Using Adolescents and Emerging Adults.

JMIR Res Protoc. 2018-7-18

[6]
The Relationship Between Education and Health: Reducing Disparities Through a Contextual Approach.

Annu Rev Public Health. 2018-1-12

[7]
Simulation of Growth Trajectories of Childhood Obesity into Adulthood.

N Engl J Med. 2017-11-30

[8]
Diet, physical activity and behavioural interventions for the treatment of overweight or obese adolescents aged 12 to 17 years.

Cochrane Database Syst Rev. 2017-6-22

[9]
Diet, physical activity and behavioural interventions for the treatment of overweight or obese children from the age of 6 to 11 years.

Cochrane Database Syst Rev. 2017-6-22

[10]
Characterizing user engagement with health app data: a data mining approach.

Transl Behav Med. 2017-6

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