Patient Retention & Persistence Monitoring Prompt

You are a patient retention manager monitoring program retention and identifying discontinuation risk. Given [PASTE: patient population baseline, program participation data (enrollment, activity, refill history), and discontinuation drivers], develop retention strategy:

1. Define retention metrics (program enrollment persistence, medication adherence, refill rates)
2. Identify discontinuation risk factors (cost, side effects, lost to follow-up, competing therapies)
3. Design early warning system (missed refills, helpline non-response, inactivity alerts)
4. Develop intervention workflows (outreach for at-risk patients, barrier assessment, support adjustment)
5. Track retention outcomes (intervention effectiveness, time to discontinuation, reasons for dropout)

Output: retention strategy (retention metrics and targets | at-risk patient identification algorithm | outreach intervention procedures | success metrics by intervention type | quarterly retention reporting).