Tailored motivational message generation: A model and practical framework for real-time physical activity coaching

•We identified 11 key concepts in generating health behavior change messages.•We defined a comprehensive model of motivational messages.•A software framework design is shown to demonstrate practical applicability.•Physical activity promotion is used as an example to show simple tailoring rules.•Future work is discussed in validating the framework for robustness and completeness.