Table 3. Multiple linear regression analysis for annual variation in competition performance (AVCP), number of races per year (races), and age.
Regression model | Regression coefficients | ||||||||
---|---|---|---|---|---|---|---|---|---|
Entries | R square | f square | F value | P value | Beta | T value | P value | ||
All strokes and distances | 589 | 0.22 | 0.28 | F(3,585) = 54 | P < 0.001 | AVCP | -0.04 | T = -1 | P = 0.310 |
Races | -0.19 | T = -5 | P < 0.001 | ||||||
Age | -0.39 | T = -10 | P < 0.001 | ||||||
Butterfly | 95 | 0.29 | 0.41 | F(3,91) = 13 | P < 0.001 | AVCP | -0.01 | T = 0 | P = 0.891 |
Races | -0.29 | T = -3 | P = 0.003 | ||||||
Age | -0.37 | T = -4 | P < 0.001 | ||||||
Backstroke | 116 | 0.46 | 0.85 | F(3,112) = 31 | P < 0.001 | AVCP | 0.00 | T = 0 | P = 0.952 |
Races | -0.36 | T = -5 | P < 0.001 | ||||||
Age | -0.49 | T = -7 | P < 0.001 | ||||||
Breaststroke | 119 | 0.25 | 0.33 | F(3,115) = 13 | P < 0.001 | AVCP | 0.01 | T = 0 | P = 0.865 |
Races | -0.29 | T = -4 | P < 0.001 | ||||||
Age | -0.41 | T = -5 | P < 0.001 | ||||||
Freestyle | 149 | 0.36 | 0.56 | F(3,145) = 27 | P < 0.001 | AVCP | -0.10 | T = -2 | P = 0.134 |
Races | -0.36 | T = -5 | P < 0.001 | ||||||
Age | -0.41 | T = -6 | P < 0.001 | ||||||
Individual medley | 26 | 0.43 | 0.75 | F(3,22) = 6 | P = 0.005 | AVCP | -0.24 | T = -1 | P = 0.164 |
Races | -0.19 | T = -1 | P = 0.278 | ||||||
Age | -0.55 | T = -3 | P = 0.003 | ||||||
50m | 52 | 0.43 | 0.75 | F(3,48) = 12 | P < 0.001 | AVCP | -0.04 | T = 0 | P = 0.758 |
Races | -0.40 | T = -3 | P = 0.002 | ||||||
Age | -0.43 | T = -4 | P < 0.001 | ||||||
100m | 50 | 0.34 | 0.52 | F(3,46) = 8 | P < 0.001 | AVCP | -0.15 | T = -1 | P = 0.231 |
Races | -0.36 | T = -3 | P = 0.005 | ||||||
Age | -0.40 | T = -3 | P = 0.002 | ||||||
200m | 47 | 0.35 | 0.54 | F(3,43) = 8 | P < 0.001 | AVCP | -0.05 | T = 0 | P = 0.675 |
Races | -0.29 | T = -2 | P = 0.027 | ||||||
Age | -0.47 | T = -4 | P < 0.001 | ||||||
400m | 30 | 0.49 | 0.96 | F(3,26) = 8 | P < 0.001 | AVCP | -0.12 | T = -1 | P = 0.422 |
Races | -0.38 | T = -3 | P = 0.014 | ||||||
Age | -0.61 | T = -4 | P < 0.001 | ||||||
800m | 18 | 0.34 | 0.52 | F(3,14) = 2 | P = 0.107 | AVCP | -0.20 | T = -1 | P = 0.384 |
Races | -0.12 | T = -1 | P = 0.590 | ||||||
Age | -0.58 | T = -3 | P = 0.020 | ||||||
1500m | 15 | 0.50 | 1.00 | F(3,11) = 4 | P = 0.049 | AVCP | -0.10 | T = 0 | P = 0.662 |
Races | -0.39 | T = -2 | P = 0.112 | ||||||
Age | -0.62 | T = -3 | P = 0.016 |