Systematic review and meta-analysis of the effectiveness of chatbots on lifestyle behaviours.
Ben Singh, Timothy Olds, Jacinta Brinsley, Dot Dumuid, Rosa Virgara, Lisa Matricciani, Amanda Watson, Kimberley Szeto, Emily Eglitis, Aaron Miatke, Catherine E M Simpson, Corneel Vandelanotte, Carol Maher
June 2023 NPJ Digit MedSynopsis of Social media discussions
The posts reveal a nuanced view, with supporters citing the study’s positive outcomes—such as improved sleep and activity—using words like 'promising' and 'support'—while others comment critically or mention unrelated systematic reviews, reflecting a moderate level of engagement and interest in the article’s significance.
Agreement
Neither agree nor disagreeThe discussions show mixed reactions, with some supporters highlighting the positive findings about chatbots, while others remain skeptical or confused about relevance.
Interest
Moderate level of interestMost posts express moderate curiosity, especially those mentioning AI and lifestyle improvements, but some show limited focus on the topic itself.
Engagement
Moderate level of engagementSeveral comments reference specific details like the effectiveness in increasing physical activity and sleep, indicating some depth, though others are brief or tangential.
Impact
Moderate level of impactThe discussions hint at potential implications for health behavior support, yet many posts are more informational or marginally connected, so perceived impact remains moderate.
Social Mentions
YouTube
2 Videos
Bluesky
72 Posts
16 Posts
Blogs
4 Articles
News
23 Articles
Metrics
Video Views
83
Total Likes
148
Extended Reach
595,581
Social Features
117
Timeline: Posts about article
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Society for the Study of Addiction
@addiction-ssa.org (Bluesky)Facilitating screening and brief interventions in primary care: a systematic review and meta‐analysis of the AUDIT as an indicator of alcohol use disorders - Lange - - Alcoholism: Clinical and Experimental Research - Wiley Online Library https://buff.ly/33im9iV
view full postAugust 8, 2019
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Society for the Study of Addiction
@addiction-ssa.org (Bluesky)#PLOSONE: Opium and bladder cancer: A systematic review and meta-analysis of the odds ratios for opium use an ... https://buff.ly/2x57kjE
view full postAugust 31, 2017
Abstract Synopsis
- - Chatbots, or virtual assistants, show promise in enhancing healthcare by promoting physical activity, diet, and sleep, according to a systematic review and meta-analysis of 19 trials focused on these areas.
- - The analysis found that chatbots significantly increased total physical activity, daily steps, moderate-to-vigorous physical activity, fruit and vegetable intake, sleep duration, and sleep quality, with statistically significant outcomes (p<0.05).
- - Subgroup analyses indicated that text-based and AI-driven chatbots were more effective than voice-based ones for improving fruit and vegetable consumption, and that incorporating multiple strategies in interventions improved sleep outcomes more than using chatbots alone.
@bibliotecahuvh.bsky.social (Bluesky)