Neutrosophic Credibility-based Uncertainty for Evaluating Teaching Quality in College Physical Education: Standards, Criteria, and Practices

College physical education (PE) programs must be evaluated for teaching quality to fulfill the dual objectives of encouraging physical fitness and supporting the overall development of students. The main standards, requirements, and procedures for evaluating physical education instruction at the collegiate level are examined in this paper. Learning outcomes and skill development, student involvement and participation, instructional efficacy, and assessment and feedback methods were the four main criteria that were determined. Each criteria covers several aspects, including the capacity to promote cooperation, educate flexibility, be inclusive, and administer assessments fairly. Analysis shows that effective physical education incorporates social, cognitive, and motivational learning objectives in addition to physical training. We use the neutrosophic credibility number (NCN) to overcome uncertainty in decision making process. The NCN operator is used to combine the decision matrix. Institutions may better link physical education courses with their larger educational goals and encourage students to develop lifetime f itness and health habits by methodically evaluating the quality of their teachers.