Conclusion
The current study extends the understanding of three innovative RM modalities by examining self-reported utilization trajectories over time and the characteristics associated with these trajectories. Based on our findings, we encourage others to employ prospective modeling strategies to help characterize different user profiles, pinpoint temporal shifts in usage patterns, and identify psychosocial factors linked to long-term product use. As the RM agenda advances towards an efficacious product, these data will serve to inform future interventions focused on uptake and adherence. These data may allow for just-in-time intervention strategies seeking to support participants’ real-time utilization of and adaptation and adherence to these products. Future studies examining the efficacy of tailored intervention strategies on RM utilization are warranted.