Tecnologías digitales aplicadas a la detección de problemas de aprendizaje en contextos de deporte y recreación: tendencias investigativas (2015–2025)

Introduction: The early detection of learning difficulties related to motor performance in sports, recreational, and school settings continues to be a key area of focus for researchers and education professionals. Objective: To analyze research trends on the use of digital technologies applied to the detection of learning problems in sports and recreation contexts during the period 2015–2025, based on a bibliometric and systematic review of the scientific literature. Methodology: Conducted under a quantitative-descriptive approach, oriented toward the bibliometric and systematic analysis of scientific production related to the use of digital technologies applied to the detection of learning problems in sports and recreation contexts during the period 2015–2025. Results: The analysis of scientific literature published between 2015 and 2025 reveals a growing trend in the study of digital technologies applied to the detection of learning problems in sports and recreation contexts. Discussion: The findings are consistent with the global trend observed in the literature, where multiple studies converge on the need to integrate technological innovation with pedagogical and health processes. Conclusions: Research conducted between 2015 and 2025 showed a significant increase in the use of digital technologies to detect learning problems in sports and recreational settings, highlighting the application of artificial intelligence, computer vision, and wearable sensors in pose estimation, biomechanical analysis, and motor skills assessment.