Guide-linked quiz · Hard Level

AI in Pharmacy Medication Adherence Programs Quiz

Covers proportion of days covered, the Part D Star adherence measures, medication synchronization, and uplift modeling for choosing outreach.

Question 1 of 8

What does proportion of days covered measure?

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  1. What does proportion of days covered measure?
    • The share of days in a period on which the patient had medication on hand, based on fills
    • The share of doses a patient swallowed, verified by camera
    • The number of pharmacy visits per year
    • The percentage of prescriptions that were generic
  2. Which drug classes does the guide name in the Part D Star adherence measures?
    • Antibiotics, antivirals and antifungals
    • Opioids, benzodiazepines and stimulants
    • Non-insulin diabetes medicines, RAS antagonists and statins
    • Vaccines, inhalers and eye drops
  3. What is the usual PDC threshold for classifying a patient as adherent?
    • 50 percent
    • 100 percent
    • 65 percent
    • 80 percent
  4. Why does the guide warn that automatic refills can mislead adherence metrics?
    • Automatic refills are illegal
    • They can raise PDC without changing whether the patient takes the medicine
    • They always lower PDC
    • They remove patients from Star measures
  5. What is the purpose of uplift modeling in an adherence program?
    • To estimate for each patient how much outreach changes the outcome, and target those it helps most
    • To predict pharmacy revenue
    • To calculate days supplied
    • To rank drugs by price
  6. How does medication synchronization, the appointment-based model, work?
    • It replaces all medications with one combination pill
    • It sends every prescription through mail order
    • It automatically cancels unused prescriptions
    • It aligns refills to one pickup date and adds a regular check-in
  7. How are overlapping fills usually handled when calculating PDC?
    • They are deleted
    • They are counted twice
    • The days are shifted forward so early refills are not double-counted
    • They trigger automatic exclusion from the measure
  8. What does uplift modeling need in order to be credible, according to the guide?
    • Only demographic data
    • Randomized or well-recorded historical outreach data
    • A list of drug prices
    • Patient satisfaction surveys alone

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