[3b1201-15] 発育発達／ポスター発表

[07発-ポ-01] Adolescent Sports Promotion Efficiency and Artificial Intelligence Applications in TaiwanAdolescent Sports Promotion and AI Applications in Taiwan

*LIN WENBIN¹ (1. Taipei National University of the Arts)

Introduction: This study integrated four major government publications and databases: "Students Participate in All Levels of Education," "Survey of the Existing Sports Situation," "Sports Statistics," and "Survey of Sports Consumer Expenditure in Taiwan," a total of 22 variables were compiled. In addition to exploring by summarizing the "social ecological model," integrating aspects, including family sports, school sports, and social sports, as well as the "youth physical activity promotion model," integrating enabling, predisposing, and reinforcing factors. We eventually integrated the "Health through Sports model," a total of three models to study the crucial issue of adolescent sports promotion in Taiwan. Methods: We employed a back-propagation neural network to predict the "Survey of Sports Consumer Expenditure in Taiwan" and supplement the data information for 2022. Subsequently, network data envelopment analysis was used to evaluate the efficiency of adolescent sports promotion from 2018 to 2022. We followed by employing bootstrap truncated regression to identify the key factors. We used back-propagation neural DEA to predict 2023 adolescent sports promotion efficiency. Results: We predicted the data from the "Survey of Sports Consumer Expenditure in Taiwan" for 2022, and the adolescent sports promotion efficiency in 2023, and the overall model prediction accuracy is accurate. We evaluated the efficiency models and trends of adolescent sports promotion in 22 counties and cities in Taiwan. Trend analysis revealed that Taipei City and Hualien County maintained effective performance for five consecutive years. Nine counties and cities exhibited efficiency growth trends. Eleven counties and cities showed a downward trend in efficiency. Conclusion: 1. Establising adolescent sports promotion efficiency model; 2. Adolescent sports promotion efficiency and trends analysis; 3. Verification of key factors in adolescent sports promotion efficiency model; 4. Applications of sports technology; 5. Trends and future research recommendations in sports technology; 6. Verification of the importance of sports promotion; 7. Health through Sports, and long-term adolescent sports promotion. As outlined above, this study emphasizes the importance of adolescent sports promotion.