Effectiveness of Workplace-Based Tobacco Awareness Interventions on Quit Readiness Among Bus Drivers: A Randomized
1Department of Public Health Dentistry, Teerthanker Mahaveer Dental College and Research Centre, Teerthanker Mahaveer University, Moradabad, IND.
Cureus
|May 15, 2026
Summary
Cognitive behavioral therapy (CBT)-based tobacco education programs significantly improved smoking cessation readiness in bus drivers compared to basic health education. Workplace interventions are key for reducing tobacco use risks.
Area of Science:
- Public Health
- Behavioral Science
- Occupational Health
Background:
- Tobacco use is a leading cause of preventable morbidity and mortality.
- Bus drivers face unique occupational risks, including stress and long hours, increasing susceptibility to tobacco use.
- Workplace-based tobacco education programs offer a strategic platform for smoking cessation interventions.
Purpose of the Study:
- To compare the effectiveness of cognitive behavioral therapy (CBT)-based tobacco education versus basic health education (BHE) in enhancing smoking cessation readiness among bus drivers.
- To assess the impact of these interventions on participants' progression through the transtheoretical model (TTM) stages of change.
Main Methods:
- A randomized comparative pilot trial involving 40 active male smoker bus drivers.
- Participants were randomized into either a CBT-based or BHE-based tobacco awareness program.
- The transtheoretical model (TTM) stages of change were assessed at baseline, 4 weeks, and 6 months.
Main Results:
- Both interventions showed improvements, but the CBT group demonstrated significantly greater progression towards preparation and action stages at 4 weeks (p=0.033).
- At 6 months, the CBT group showed substantially greater advancement towards action and maintenance stages (p=0.001).
- Baseline stage distributions were comparable between groups (p=0.751).
Conclusions:
- Workplace tobacco awareness programs integrating CBT are more effective than BHE for increasing smoking cessation readiness in bus drivers, as indicated by TTM stage progression.
- Findings suggest CBT-based programs are a promising strategy for occupational smoking cessation.
- Further research with larger sample sizes, longer follow-up, and objective cessation measures is recommended to validate these pilot findings.

