Text Message (SMS) Microlearning for Tobacco Use Disorder: Pre-Post Pilot Study of Clinician Confidence
Zehra Dhanani1, Veena Dronamraju2, Jamie Garfield3
1Thoracic Medicine and Surgery, Temple University Hospital, 3401 N Broad St, Philadelphia, PA, 19140, United States, 1 800-836-7536.
JMIR Medical Education
|December 9, 2025
Summary
A 13-day text message-based microlearning series significantly boosted clinicians' confidence in treating tobacco use disorder. This convenient, low-cost method shows promise for enhancing healthcare provider skills in managing addiction.
Area of Science:
- Medical Education
- Public Health
- Digital Health
Background:
- Clinician training for tobacco use disorder (TUD) management is often inconsistent, leading to variable confidence levels.
- Busy clinical settings present challenges for traditional, time-intensive training methods.
- Brief, accessible educational tools are needed to support clinicians in TUD treatment.
Purpose of the Study:
- To evaluate the impact of a short, text message-based microlearning series on clinicians' self-reported confidence in managing tobacco use disorder.
- To assess the feasibility and engagement of SMS microlearning in a clinical environment.
Main Methods:
- A single-arm, pre-post educational pilot study was conducted at an academic medical center.
- A 13-day SMS microlearning series delivered daily messages with key teaching points and resources.
- Clinician confidence in managing TUD was measured using a 1-100 scale before and after the intervention.
Main Results:
- Mean clinician confidence increased significantly from 60 at baseline to 85 post-intervention (P<.001).
- All 22 enrolled participants completed the series, with high engagement indicated by 67% of embedded links being opened.
- Qualitative feedback highlighted the convenience, clarity, and practical utility of the SMS microlearning approach.
Conclusions:
- A brief SMS microlearning intervention demonstrably improved clinician confidence in managing tobacco use disorder.
- This scalable, low-cost digital health approach is practical for busy clinicians.
- Future research should incorporate objective measures, control groups, and longer-term follow-up.


