This study suggests that knowledge, education experiences on physical restraints, and work unit were the strongest predictor on nursing practice toward use of patient physical restraints. Therefore, developing and applying evidence-based educational intervention programs by work unit to reduce the inappropriate use of physical restraints in hospitals are required.