Due to the recent popularization of digital broadcasting services, many people receive data and watch videos by broadcasting. In general broadcasting systems, servers can concurrently deliver data to many clients who unfortunately, must wait until the first portion of the data is broadcast. In division-based broadcasting, several researchers have proposed scheduling methods to reduce the waiting time for delivering multiple videos. However, conventional methods do not consider cases where servers synchronously deliver multiple videos with different consumption rates. In this paper, we propose a scheduling method for division-based broadcasting of multiple videos that addresses the quality of multiple videos. Our proposed method reduces the waiting times by producing an effective broadcasting schedule based on consumption rate of each video. In our evaluations, we confirmed that our proposed method reduces the waiting times more than the conventional method.