NPJ Digit Med June 2023 PMID 37353578

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

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Mentions

117
Peak: 18 in Jun 2023
across 5 sources since Aug 2017

Extended reach

595,581
potential audience

Total likes

148

Video views

83

Mentions per month

Aug 2017 – Oct 2025

Where it's discussed

  • Bluesky72 posts
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AI synopsis

What people are saying

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.

AgreementNeither agree nor disagree

The discussions show mixed reactions, with some supporters highlighting the positive findings about chatbots, while others remain skeptical or confused about relevance.

InterestModerate interest

Most posts express moderate curiosity, especially those mentioning AI and lifestyle improvements, but some show limited focus on the topic itself.

EngagementModerate engagement

Several comments reference specific details like the effectiveness in increasing physical activity and sleep, indicating some depth, though others are brief or tangential.

ImpactModerate impact

The discussions hint at potential implications for health behavior support, yet many posts are more informational or marginally connected, so perceived impact remains moderate.

Abstract in brief

  • 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.

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A systematic review and meta-analysis of the prevalence of take-home n... https://www.sciencedirect.com/science/article/pii/S0955395921002048

Jun 4, 2021 View post →
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

Aug 8, 2019 View post →
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

Aug 31, 2017 View post →