Experimental Design
We conducted a randomized controlled trial to examine the impact of influenza immunization on the productivity of food delivery drivers in China. A total of 600 drivers were recruited to participate in the study. After collecting baseline demographic information, including gender, age, and education level, drivers were randomly assigned into one of three groups:
Control group – no incentive for vaccination.
Treatment group 1 – offered influenza vaccination at a 50% discount.
Treatment group 2 – offered influenza vaccination free of charge.
This random assignment ensures that differences in outcomes can be attributed to the vaccination incentives rather than pre-existing characteristics. Productivity outcomes were measured over the study period using four indicators: Order volume (number of completed deliveries), On-time rate (share of deliveries completed on schedule), Average delivery duration, and Number of positive customer reviews.
By comparing productivity across groups, we assess whether vaccination incentives influence both vaccine uptake and subsequent worker productivity.