Sequential multiple assignment randomized trials (mid-2000s)
Statisticians including Susan Murphy developed the sequential multiple assignment randomized trial, or SMART, to compare sequences of treatment decisions rather than one fixed treatment. Patients who fail a first-line option are randomized again, which mirrors how clinicians actually adjust care. Early uses were in mental health and addiction treatment.
The design spread through psychiatry, behavioral health and later oncology as a way to test adaptive care.
It gave researchers a formal method for asking whether a second intervention helps the people who did not respond to the first.
ADHERE-ASCVD borrows that design wholesale. Patients who ignored the first message were randomized a second time, which is how the trial could test a sequence of reminders instead of a single one.
