Frontline workers protest at Stanford after hospital distributed vaccine to administrators

In December 2020, Stanford Medicine deployed an algorithm to allocate its first 5,000 doses of the Pfizer COVID-19 vaccine among staff members. The algorithm considered employee-based variables including age, job-based variables related to COVID-19 prevalence by role and department, and California Department of Public Health guidelines. However, the system resulted in only 7 out of approximately 1,300 medical residents and fellows being selected for the first wave of vaccinations. Instead, the algorithm prioritized senior faculty members, including some who worked remotely from home, pathologists, radiologists, and other staff with lower patient exposure risk. Medical residents, who are frontline workers regularly treating COVID-19 patients and had been asked to volunteer for additional ICU coverage, were disadvantaged because they lacked assigned locations in the algorithm and were typically younger. On December 18, 2020, about 100 healthcare workers staged a protest during the planned vaccination rollout, demanding transparency and priority for frontline workers. Stanford Medicine leadership apologized, acknowledging the algorithm had failed and promising immediate revision of the distribution plan. The incident highlighted challenges in algorithmic decision-making for resource allocation during the pandemic.