AI Training and Sports Performance Dataset.xlsx

This dataset originates from a study on the relationship between AI-assisted training and sport performance among university student-athletes. The research focuses on two <b>chain mediation pathways</b>—(1) Technical Skill → Tactical Cognition → Sport Confidence, and (2) Sport Self-Efficacy → Physical Fitness → Sport Focus—while also examining the moderating role of <b>psychological adaptability</b>.The survey includes nine latent constructs: AI-assisted training, technical skill level, tactical cognition, sport confidence, sport self-efficacy, physical fitness, sport focus, psychological adaptability, and sport performance. All measurement scales were adapted from validated instruments and assessed using a 7-point Likert scale.