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Table 2 Characteristics of included studies

From: The Association Between Training Load and Injury Risk in Elite Youth Soccer Players: a Systematic Review and Best Evidence Synthesis

Study

Follow-up

Population

Injury definition

Workload

Internal

External

Bacon and Mauger [26]

2017

UK

2 seasons

N = 41

Mean age 17.8 ± 1.1 yrs

Overuse injuries—no definition described

n.a.

Total distance (m); weekly and whole season training/match averages

High speed running (m); weekly and whole season training/match averages

Bowen et al. [27]

2017

UK

2 seasons

N = 32

Mean age 17.3 ± 0.9 yrs

A non-contact/contact injury was defined as one that caused any absence from future football participation

n.a.

Total distance (m); this includes walking, jogging, fast running, and sprinting

High speed distance (m); total distance > 20 km/h

Total load (au); acceleration along x, y, and z axes

Accelerations (n); a change in GPS speed data for at least half a second with maximum acceleration in the period of at least 0.5 m/s/s

Brink et al. [28]

2010

Netherlands

2 seasons

N = 53

Mean age 15–18 yrs

Any physical complaint sustained by a player that results from a soccer match or training, resulting in time loss (unable to take full part in future soccer activities) or medical attention (> 1 day but still able to take full part in future soccer activities)

Traumatic injuries resulted from a specific, identifiable event. Overuse injuries resulted from repeated microtrauma without a single identifiable event

Rate of perceived exertion; global intensity of each training session rated on Borg 15-point scale

Psychosocial stress and recovery; Recovery Stress Questionnaire for athletes (RESTQ-Sport)

Physical stress (min); duration of training sessions and matches

Training load; product of the session-RPE and the physical stress

Monotony; daily mean training load divided by the SD of the daily mean training load over a 1-week period

Strain; product of weekly training load and monotony

Delecroix et al. [29]

2019

France

4 (U19) and 5 (U21) seasons

U19: n = 52; mean age 16.8 ± 0.9 yrs

U21: n = 70; mean age 20.1 ± 0.3 yrs

Any physical complaint sustained by a player that resulted from a football match or training, that made the player unable to participate in a future football training or match

Rate of perceived exertion; global intensity of each training session and match rated on a 0–10-point scale

Workload (au); product of the session-RPE and duration of training session and matches

A:C ratio (au); 1-week workload divided by the average workload of the last 28/21/14 days

Week-to-week load changes; 1-week load divided by accumulated load of previous 7 days

Raya- González et al. [30]

2019

Spain

1 season

N = 22

Mean age 18.6 ± 0.6 yrs

A non-contact injury that occurred during a scheduled training session or match that caused absence from the next training session or match

Rate of perceived exertion; global intensity of each training session and match rated on a 0–10-point scale

Workload (au); the sum of load (RPE*duration) for all training sessions and matches for each week

A:C ratio; sum of the current week’s load (acute load) divided by the average weekly training load over the previous four weeks (chronic load)

  1. yrs years, n.a. not applicable, m meters, km/h kilometers per hour, GPS Global Positioning System, au arbitrary unit, n number, min minutes, RESTQ Recovery Stress questionnaire, SD standard deviation, RPE Rate of Perceived Exertion, A:C ratio acute to chronic workload ratio