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. 2020 Mar 19;15(3):e0230558. doi: 10.1371/journal.pone.0230558

Table 4. Within-subject very likely changes in anthropometric characteristics and physical test outcomes between the three testing sessions (performed before and after the preparation period and during the competitive season) according to the competitive level of play (i.e. division I, II and III).

T2 vs T1 T3 vs T2 T3 vs T1
DIVISION I
Anthropometrics Body mass (kg) <1 <2
Body fat (%) <4 2 (<1; >1) <6
Mognoni’s Test MOG[La-] (mmol∙L-1) 8 (<7; >1) 4 (<2; >2) <7
MOGHR (bpm) <9 6 (<2; >4) 9 (<8; >1)
HIT Test HIT[La-] (mmol∙L-1) 8 (<6; >2) 7 (<6; >1) 9 (<8; >1)
HIT[H+] (mmol∙L-1) <5 <1 <6
HIT[HCO3-] (mmol∙L-1) >5 >6
HITHR (bpm) <8 7 (<4; >3) <7
Yo-YoIR1 Test Distance (m) - - -
CMJ test CMJh (cm) <2 >2 <1
PPO (W∙kg-1) >2 >3 >4
PF (N∙kg-1) >4 >1 >5
PPO (W) >3 >3 >3
PF (N) >3 >1 >2
DIVISION II
Anthropometrics Body mass (kg) >1 2 (<1; >1)
Body fat (%) 4 (<2; >2) 4 (<2; >2) 5 (<2; >3)
Mognoni’s Test MOG[La-] (mmol∙L-1) 6 (<4; >2) <7 <8
MOGHR (bpm) <8 >4 9 (<8; >1)
HIT Test HIT[La-] (mmol∙L-1) <9 3 (<1; >2) <10
HIT[H+] (mmol∙L-1) <7 >2 <6
HIT[HCO3-] (mmol∙L-1) >7 3 (<2; >1) >7
HITHR (bpm) <9 >4 <6
Yo-YoIR1 Test Distance (m) >7 >7
CMJ test CMJh (cm) <2 3 (<2; >1)
PPO (W∙kg-1) <1 2 (<1; >1)
PF (N∙kg-1) 3 (<1; >2) 4 (<2; >2) 2 (<1; >1)
PPO (W) 2 (<1; >1) <1
PF (N) 3 (<1; >2) 4 (<2; >2) 2 (<1; >1)
DIVISION III
Anthropometrics Body mass (kg) <1 >1 >1
Body fat (%) <5 >2 9 (<7; >2)
Mognoni’s Test MOG[La-] (mmol∙L-1) 6 (<5; >1) <4 <9
MOGHR (bpm) 8 (<5; >3) 8 (<5; >3) <6
HIT Test HIT[La-] (mmol∙L-1) <9 <3 <11
HIT[H+] (mmol∙L-1) <4 2 (<1; >1) <7
HIT[HCO3-] (mmol∙L-1) >7 >7
HITHR (bpm) 9 (<8; >1) 4 (<2; >2) <8
Yo-YoIR1 Test Distance (m) >8 >4 >7
CMJ test CMJh (cm) >1 >1 >1
PPO (W∙kg-1) >3 >1 4 (<1; >3)
PF (N∙kg-1) 2 (<1; >1) >1 <1
PPO (W) >3 >2 5 (<1; >4)
PF (N) 2 (<1; >1) >1 2 (<1; >1)

For each variable, the number of subjects who showed a very likely change (i.e. probability of a positive or negative change >90%) is shown. When individual changes were found in opposite directions, the number of subjects increasing (>) or decreasing (<) values is reported in parentheses. CMJh, Counter-movement jump height; MOG, Mognoni’s test; HIT, High-intensity Intermittent Test; HR, heart rate; PPO, peak power output; PF, peak force; Yo-YoIR1, Yo-Yo Intermittent Recovery Test; [H+], blood hydrogen ions concentration; [HCO3-], blood bicarbonates concentration; [La-], blood lactate concentration; T1, before the preparation period; T2, after the preparation period; T3, during the competitive phase of the season.