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Table 1 Example of variables to consider in stages 1-6 when managing the injury risk of an elite midfield Gaelic football player. The player is aged 21 years and sustained a hamstring injury within the last 12 months

From: A six stage operational framework for individualising injury risk management in sport

Stage 1 – Injury Trends

Stage 2 – Risk Factors

Stage 3 – Sport Demands

Stage 4 – Athlete Profiling

Stage 5 – Athlete Management

Stage 6 – Athlete Monitoring

Injury probability

 > 12 months uninjured, 14%

 Aged 21-24, 27%

 Previous injury, 41%

 Previous hamstring injury, 44%

Injury history

 Previous injury, Odds risk, OR = 3.0

 Previous hamstring injury, OR = 3.3

Match-play demands

 Total distance, 10,621m

 Relative total distance, 152 m.min−1

 High speed distance (>17 km/h), 2000 m

 High speed distance (>17 km/h), 29 m.min−1

Physiological characteristics

 Incremental treadmill test

 YoYoIR1

 YoYoIR2

 30-15 IFT

 1 km time trial

 Repeated-sprint fatigue index

 Knee flexor strength

 Biomechanical assessment

 Anthropometric assessment

Interventions

 Nordic hamstring exercise programme

 Small-sided game variations

 High-intensity interval training

 Load management

 iTRIMP thresholds

Useful tools

 Load management

 GPS running distances

 Force-velocity profile

 iTRIMP thresholds

 Knee flexor strength

 S-RPE

 Acute:chronic workload ratio

 HAGOS

 Wellness

 Heart rate recovery

Team rate

 Time-loss injuries per season, 42

 Players affected per season, 27

 Injury prevalence per season, 66%

Training variables

 > 15 max velocity exposures, OR = 3.4

 > 120m max speed running, OR = 3.1

 Acute:chronic workload ratio > 1.35, OR = 2.0

 Acute:chronic workload ratio > 2.0, OR = 3.4

 Weekly S-RPE >2700 AU, OR = 2.4

Match-play worse case scenario

 Relative total distance in 1 min, 252 m.min−1

 Relative total distance in 5 min, 197 m.min−1

   

Injury incidence

 Training, 4/1000 h

 Match-play, 62/1000 h

 Match-play to training rate ratio, 15.3

Physiological variables

 1 km time trial time > 3.1 min, OR = 2.5

 YoYoIR1 distance 1670-2150 m, OR = 1.6

 YoYoIR1 distance > 2150m, OR = 0.33

 > 20 mins at 85%HRmax per week, OR = 0.22

 Preseason eccentric hamstring strength between-limb imbalance > 10%, RR = 1.4

Training demands

 Pitch session, 370 S-RPE AU

 Gym session, 250 S-RPE AU

 Small-sided game for 4 min, 930m

   

Common injuries

 Lower limb, 76% (mean, 28 time-loss days)

 Hamstring, 21% (mean, 26 time-loss days)

     

Common injury mechanism

 Non-contact, 81%

     

Average associated time-loss

 Per injury, 28 days

 Per injury for 21-24 years, 24 days

 Per team each season, 908 days

 Injury burden, 115 days/1000 h

     

Injuries Per Cycle

 Preseason, 17%

 Competitive cycle 1, 25%

 Mid-season, 19%

 Competitive cycle 2, 39%