Reading no-shows without blaming patients
How clinic capacity analysts separate weather, insurance delays, and true no-shows when reviewing appointment exports in Vietnam.
No-show rates look simple until you sit with a Tuesday export in rainy season. In Ho Chi Minh City, late insurance authorisations and sudden downpours often land in the same column as a patient who never intended to arrive.
When we prepare a Clinic Capacity Review, we ask clinics to flag three categories where possible: cancelled with notice, same-day cancellation, and unanswered arrival. Charts that lump everything as “no-show” push managers toward overbooking strategies that punish the wrong problem.
A practical check: compare no-show spikes against known flooding days and against mornings when a particular insurer’s portal was down. If your export cannot carry those notes, keep a one-line reception log for two weeks before the study. The chart will thank you.