Changes in healthcare delivery can bias vaccine impact estimates based on hospitalization data. Improvements in primary care that reduce hospitalizations often coincide with vaccine introduction. Vaccine benefits may be underestimated if hospitals are operating at full capacity. Commonly used adjustments are not always sufficient to control for bias and confounding. We suggest ways to strengthen vaccine impact assessments based on hospitalization data.