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. 2017 Nov 21;8:930. doi: 10.3389/fphys.2017.00930

Table 2.

Effects of the training measures on performance score derived from the quadratic mixed model.

Change in performance scorea (mean; ±90%CL)
−1 SD from the mean load +1 SD from the mean load Recommendation for training
WEEKLY LOAD
Defender 0.9; ±2.9000 8.3; ±6.2** Reduce by 0 to ~1 SD
Forward 1.7; ±2.900 5.8; ±5.7* Reduce by 0 to ~1 SD
Midfielder 5.0; ±4.2 * 9.7; ±6.8** Reduce by >1 SD
Ruck −1.0; ±9.3 −0.3; ±10.8 No change
1.5-WEEK SMOOTHED LOAD
Defender 0.5; ±2.9000 −4.1; ±5.9* No change
Forward 0.5; ±2.8000 −1.1; ±4.900 Reduce by 0 to ~1 SD
Midfielder 4.4; ±4.1 * 5.7; ±5.9* Reduce by >1 SD
Ruck 1.2; ±7.8 −8.7; ±13.3* Reduce by ~1 SD
4-WEEK SMOOTHED LOAD
Defender 0.9; ±2.9000 −2.3; ±5.100 No change
Forward 0.8; ±2.8000 1.9; ±4.200 Increase by >1 SD
Midfielder 3.5; ±5.3* −2.2; ±6.400 Reduce by >1 SD
Ruck −1.9; ±5.5000 −5.3; ±10.8 No change
1.5-WK DIFFERENTIAL LOAD
Defender 1.3; ±4.000 2.9; ±3.800 Reduce by ~1 SD
Forward 1.5; ±4.100 4.8; ±3.4* Reduce by ~1 SD
Midfielder 3.1; ±6.2* 3.8; ±5.1* Reduce by >1 SD
Ruck 8.7; ±10.7* 0.1; ±5.3 Reduce by >1 SD
4-WEEK DIFFERENTIAL LOAD
Defender 0.5; ±3.1000 3.6; ±4.4* Reduce by 0 to ~1 SD
Forward 2.1; ±3.000 7.6; ±4.1** Reduce by ~1 SD
Midfielder 3.2; ±4.600 6.9; ±5.6* Reduce by ~1 SD
Ruck 2.8; ±6.400 2.9; ±6.1* Reduce by >1 SD
STRAIN
Defender −3.3; ±7.4* 1.4; ±4.800 Increase by ~1 SD
Forward 0.6; ±6.4 −0.8; ±4.000 Reduce by 0 to ~1 SD
Midfielder 3.3; ±13.0 −3.8; ±8.5* Reduce by >1 SD
Ruck −9.3; ±11.6* 2.3; ±5.600 Increase by ~1 SD
MONOTONY
Defender −3.1; ±7.6* 1.4; ±5.000 Increase by ~1 SD
Forward 1.2; ±6.8 −1.0; ±4.000 Reduce by >1 SD
Midfielder −1.1; ±13.1 −1.9; ±6.90 No change
Ruck −11.1; ±11.3** 3.6; ±5.8* Increase by ~1 SD
ACUTE:CHRONIC RATIO
Defender 0.1; ±3.4000 5.9; ±4.9* No change
Forward 2.6; ±3.900 3.4; ±3.7* Reduce by ~1 SD
Midfielder 1.0; ±4.900 −1.8; ±5.700 Reduce by 0 to ~1 SD
Ruck 15.1; ±19.5** −7.6; ±38.1 Reduce by >1 SD

±90%CL: 90% confidence limits.

Probabilistic inference reflecting a change in the performance score exceeding the smallest important change (±5 units).

Likelihood for clear substantial effects:

*

possibly,

**

likely,

***

very likely,

****

most likely.

Likelihood for clear trivial effects:

0

possibly,

00

likely,

000

very likely,

0000

most likely.

Results in bold represent effects clear at the 99% level; all others with superscript clear at 90%.

a

Performance scores have arbitrary units.

b

Predicted values refer to Figure 1.

The effects are the changes in performance score between the predicted valuesb with confidence limits with probabilistic inferences, and with recommendations for training for playing-position groups.