SIGNIFICANCE: The potential reach of internet-based interventions promises considerable public health impact. However, to maximize impact, the most effective interventions need to be developed and adapted to patients' evolving needs. This study will use the innovative SMART design to evaluate an adaptive internet-based intervention for individuals with a physical chronic illness.