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Rapid, Tailored Dietary and Health Education Through A Social Media Chatbot Microintervention: Development and Usability Study With Practical Recommendations

Rapid, Tailored Dietary and Health Education Through A Social Media Chatbot Microintervention: Development and Usability Study With Practical Recommendations

A 2021 review of 62 health interventions using chatbots found that only 6 used social media platforms, and no chatbot microintervention on social media has used a standard curriculum to deliver tailored lessons on behavioral and attitudinal contributors to noncommunicable diseases, including diet [10]. Exploring the feasibility of social media chatbots to deliver standardized educational content could help translate validated curriculums on chronic disease prevention to broader audiences [30,31].

Shahmir H Ali, Fardin Rahman, Aakanksha Kuwar, Twesha Khanna, Anika Nayak, Priyanshi Sharma, Sarika Dasraj, Sian Auer, Rejowana Rouf, Tanvi Patel, Biswadeep Dhar

JMIR Form Res 2024;8:e52032

Toward Tailoring Just-in-Time Adaptive Intervention Systems for Workplace Stress Reduction: Exploratory Analysis of Intervention Implementation

Toward Tailoring Just-in-Time Adaptive Intervention Systems for Workplace Stress Reduction: Exploratory Analysis of Intervention Implementation

When the system determined that the user’s stress level may be high, the system sent JIT nudges via a chatbot, asking users to engage in a stress reduction microintervention. In the background, the system captured use data as well as passively sensed contextual data. Detailed description of the system architecture is provided in section 1 of Multimedia Appendix 2 [5,15,19,33,53-72].

Jina Suh, Esther Howe, Robert Lewis, Javier Hernandez, Koustuv Saha, Tim Althoff, Mary Czerwinski

JMIR Ment Health 2024;11:e48974

Using Chatbot Technology to Improve Brazilian Adolescents’ Body Image and Mental Health at Scale: Randomized Controlled Trial

Using Chatbot Technology to Improve Brazilian Adolescents’ Body Image and Mental Health at Scale: Randomized Controlled Trial

Topity, a new Brazilian body image chatbot hosted on Facebook Messenger, comprises 8 microintervention techniques that address risk and protective factors for body image [16-18]. Microinterventions are generally designed as brief, digital, and self-guided approaches that use in-the-moment techniques to provide immediate symptom relief or enhancement [19].

Emily L Matheson, Harriet G Smith, Ana C S Amaral, Juliana F F Meireles, Mireille C Almeida, Jake Linardon, Matthew Fuller-Tyszkiewicz, Phillippa C Diedrichs

JMIR Mhealth Uhealth 2023;11:e39934