This study was conducted by a team of teachers of several subjects (Japanese, Social Studies, athematics, Science, and English). We developed teaching plans for regular classes by applying the "TANKYU Factor" and obtained suggestions for developing teaching plans by text mining the student questionnaires. In addition, we discussed how to promote joint research by teachers of multiple subjects based on this practice.