Acute Chronic Workload ratio (Gabbett 2004) – Training stress balance relationship between one-week training load metric and a 4-week rolling average.
Acute divided by chronic; if ratio is > 1.5 – 2.0, then there is an increased risk of injury (Bowen et al 2019).
Akenhead & Nassis (2016) – 48 clubs across Europe measuring 56 TL variables.
Burnley Metrics
Total Distance - match (plus m/min).
High-speed distance (>5.5 m/sec) (match).
High-speed number.
Sprint distance (> 7m/sec) (match adds in and out of possession).
Sprint number.
Max speed (match).
Explosive distance.
Accelerations – total.
Decelerations - total.
New Metrics for 2020 Onwards
MAS.
120\% of MAS.
85\% of peak speed.
Horizontal force-velocity.
Turns Individualization.
The Importance of Turns
Turns are important in football.
Tang et al. Sports. 2018 24;6(2):39. doi: 103390/ t6020039
Variables:
Total Distance
No. of Runs
Distance of Each Run
Protocol Duration
HIR Speed
Decelerations
Accelerations
Muscle Activity During Turns
Maasar et al. Front Physiol. 2021. 2:619447. doi: 10.3389/fphys.2021.61944
Change of direction (CoD) vs. straight line (ST) running.
Muscle methylome & transcriptome differences.
PPARGC1A encodes PGC-1α, a well-established regulator of mitochondrial biogenesis.
Technology
Massive growth in technology since the early 2000s.
Issues – big data has arrived, but the reliability and validity of measurements at high speeds have been poor.
Latest technology using LIDAR.
Acceleration
Zones of Acceleration:
3: 2-3 m \cdot s^{-2}
4: 3-4 m \cdot s^{-2}
5: 4-5 m \cdot s^{-2}
6: >5 m \cdot s^{-2}
Research has consistently used high as > 2.5 m \cdot s^{-2} and very high as > 3.5 m \cdot s^{-2}.
Akenhead et al (2013) and Buchheit et al (2014) demonstrated that anything >4 m \cdot s^{-2} showed extremely poor reliability and validity.
Lancaster's Research in Elite Football
Total number of turns per game varies by position.
What Turns do Players Do?
Turns throughout the season from 0-180^\circ.
Entry speed (ms^{-1}) : Low Entry Speed:
How to Apply Research in Practice
Drill design that focuses primarily on 125-130^\circ turns to reflect the findings which highlight high incidence rates within this turn bracket during match play.
Future Trends
Big data requires statisticians and/or upskilling of the current and future workforce – data scientists.
Practitioners need to be critical and analytical.
Contextualization of metrics – in-out of possession, ball in play, pressing, formations, support play, with/without ball etc…
Skills Needed
Practical skills and academic qualifications.
Good statistical skills.
Good IT skills.
Data management and confidentiality.
Communication – team player.
“Dedication” (not a 9-5 job).
Theoretical and practical knowledge of physiology.
Willingness to “learn” (hierarchical).
Critical and analytical approach.
Reading
Akenhead, R., Hayes, P.R., Thompson, K.J. and French, D. (2013) Diminutions of acceleration and deceleration output during professional football match play. Journal of Sci & Med in Sport, 16 (6), 556-561.
Akenhead, R. and Nassis, G.P. (2016) Training Load and Player Monitoring in High-Level Football: Current Practice and Perceptions. Int J Sports Perform, 5, 587-593.
Buchheit, M., Al Haddad, H., Simpson, B.M., Palazzi, D., Bourdon, P.C., Di Salvo, V and Mendez- Villaneuva, A. (2014) Monitoring Accelerations With GPS in Football: Time to Slow Down? Int J Sports Perform, 9 (3), 442-445
Buchheit, M., Simpson, B. M., Peltola, E., & Mendez-Villanueva, A. (2012). Assessing maximal sprinting speed in highly trained young soccer players. Int J Sports Physiol Perform, 7, 76-78.
Gabbett, T.J. (2004). Incidence of injury in junior and senior rugby league players. Sports Medicine, 34, 849-859.
Turner, A.N., Walker, S., Stembridge, M., Coneyworth, P,. Reed, G,. Birdsley, L., Barter, P and Moody, J. (2011 A testing battery for the assessment of Fitness in soccer players. Strength and Conditioning Journal, 33 (5), 29-39.