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Table 2 Multiple linear regression analysis of swimming performance, i.e. FINA points, as dependent variable and competition (comp.) [years] age, relative age [month of birth], and chronological (chronol.) [years] age as predictors with standardized (beta_i) and unstandardized (b_i) regression coefficients in male swimmers

From: Competition age: does it matter for swimmers?

Regression model

 

Regression coefficients

n

R2

F

p

 

beta_i

b_i

t_i

p

All events

Comp. age

0.34

24.6

74

< 0.001

39,487

0.25

F(3|39483) = 4326

 < 0.001

Relative age

0.08

4.2

18

< 0.001

    

Chronol. age

0.24

7.0

52

< 0.001

Butterfly

Comp. age

0.24

14.3

54

< 0.001

42,926

0.29

F(3|42922) = 5897

 < 0.001

Relative age

0.03

1.6

8

< 0.001

    

Chronol. age

0.39

13.0

86

< 0.001

Backstroke

Comp. age

0.24

15.5

39

< 0.001

23,603

0.36

F(3|23599) = 4400

 < 0.001

Relative age

0.04

1.8

7

< 0.001

    

Chronol. age

0.44

16.7

72

< 0.001

Breaststroke

Comp. age

0.28

17.5

46

< 0.001

22,258

0.34

F(3|22254) = 3878

 < 0.001

Relative age

0.04

1.8

7

< 0.001

    

Chronol. age

0.40

13.4

66

< 0.001

Freestyle

Comp. age

0.33

22.0

69

< 0.001

34,759

0.32

F(3|34755) = 5502

 < 0.001

Relative age

0.05

2.5

11

< 0.001

    

Chronol. age

0.34

10.9

70

< 0.001

Individual medley

Comp. age

0.14

7.7

18

< 0.001

16,070

0.33

F(3|16066) = 2635

 < 0.001

Relative age

0.04

1.8

6

< 0.001

    

Chronol. age

0.48

20.4

63

< 0.001

50 m Freestyle

Comp. age

0.33

19.7

85

< 0.001

52,043

0.30

F(3|52039) = 7304

 < 0.001

Relative age

0.03

1.5

9

< 0.001

    

Chronol. age

0.32

8.1

82

< 0.001

100 m Freestyle

Comp. age

0.24

15.6

45

< 0.001

28,309

0.40

F(3|28305) = 6390

 < 0.001

Relative age

0.02

0.9

4

< 0.001

    

Chronol. age

0.48

20.0

89

< 0.001

200 m Freestyle

Comp. age

0.21

12.6

32

< 0.001

20,225

0.33

F(3|20221) = 3279

 < 0.001

Relative age

0.03

1.5

6

< 0.001

    

Chronol. age

0.43

18.3

65

< 0.001

400 m Freestyle

Comp. age

0.26

15.0

31

< 0.001

14,005

0.11

F(3|14001) = 570

 < 0.001

Relative age

0.09

4.0

11

< 0.001

    

Chronol. age

0.11

3.3

14

< 0.001

800 m Freestyle

Comp. age

0.23

11.8

20

< 0.001

7695

0.07

F(3|7691) = 195

 < 0.001

Relative age

0.11

4.8

10

< 0.001

    

Chronol. age

− 0.12

− 2.4

− 11

< 0.001

1500 m Freestyle

Comp. age

0.22

11.5

17

< 0.001

5466

0.07

F(3|5462) = 130

 < 0.001

Relative age

0.11

4.8

9

< 0.001

    

Chronol. age

− 0.10

− 2.3

− 7

< 0.001