“The research team established an analysis system for the impact of contract arrangements and contract execution on the adoption of digital technology by meat duck farmers based on survey data from 1197 households in 10 provinces across the country. The system verified that various contract arrangements promote the adoption of intelligent environmental regulation technology through risk buffering, cost reduction, and environmental pressure mechanisms, providing solutions to the problem of insufficient technology adoption by farmers in agricultural digital transformation.”