Training load and injury: causal pathways and future directions

JT Kalkhoven, ML Watsford, AJ Coutts, WB Edwards… - Sports Medicine, 2021 - Springer
Causal pathways between training loads and the mechanisms of tissue damage and athletic
injury are poorly understood. Here, the relation between specific training load measures and …

Athletic injury research: frameworks, models and the need for causal knowledge

JT Kalkhoven - Sports Medicine, 2024 - Springer
Within applied sports science and medicine research, many challenges hinder the
establishment and detailed understanding of athletic injury causality as well as the …

Integrative proposals of sports monitoring: subjective outperforms objective monitoring

L Montull, A Slapšinskaitė-Dackevičienė, J Kiely… - Sports medicine …, 2022 - Springer
Current trends in sports monitoring are characterized by the massive collection of tech-
based biomechanical, physiological and performance data, integrated through mathematical …

Machine learning for understanding and predicting injuries in football

A Majumdar, R Bakirov, D Hodges, S Scott… - Sports Medicine-Open, 2022 - Springer
Attempts to better understand the relationship between training and competition load and
injury in football are essential for hel** to understand adaptation to training programmes …

Develo** athlete monitoring systems: theoretical basis and practical applications

AJ Coutts, S Crowcroft, T Kempton - … and Well-being in Sport and …, 2021 - taylorfrancis.com
A major challenge for scientists working with team sports is being able to individualize
training and recovery to meets the needs of both athletes and the team. Appropriate control …

[HTML][HTML] A systematic review of the relationship between workload and injury risk of professional male soccer players

Z Jiang, Y Hao, N **, Y Li - … of Environmental Research and Public Health, 2022 - mdpi.com
The number of studies on the relationship between training and competition load and injury
has increased exponentially in recent years, and it is also widely studied by researchers in …

Dance exposure, individual characteristics, and injury risk over five seasons in a professional ballet company

JW Shaw, AM Mattiussi, DD Brown… - … and science in …, 2021 - repository.essex.ac.uk
PURPOSE: To describe the relationships between dance exposure, dancer characteristics,
and injury risk across five seasons in a professional ballet company. METHODS: Dance …

[HTML][HTML] In-season internal and external workload variations between starters and non-starters—a case study of a top elite european soccer team

R Oliveira, LH Palucci Vieira, A Martins, JP Brito… - Medicina, 2021 - mdpi.com
Background and Objectives: Interpretation of the load variations across a period seems
important to control the weekly progression or variation of the load, or to identify in-micro …

Training Load, Official Match Locomotor Demand, and Their Association in Top-Class Soccer Players During a Full Competitive Season

A Riboli, F Nardi, M Osti, M Cefis… - The Journal of …, 2025 - journals.lww.com
Abstract Riboli, A, Nardi, F, Osti, M, Cefis, M, Tesoro, G, and Mazzoni, S. Training load,
official match locomotor demand, and their association in top-class soccer players during a …

[PDF][PDF] A data mining approach to predict non-contact injuries in young soccer players

M Mandorino, AJ Figueiredo, G Cima… - International Journal of …, 2021 - sciendo.com
Predicting and avoiding an injury is a challenging task. By exploiting data mining
techniques, this paper aims to identify existing relationships between modifiable and non …