Table 3. Results of the within-study moderator analyses for criterion-related validity correlation coefficients across the distance- and time-based walk/run field tests†.
Effect | K | N | rc | rp | 95% CIa | 95% CVb | % variancec | Q statistic |
---|---|---|---|---|---|---|---|---|
Number of predictorsd | ||||||||
One predictor | 16 | 1,400 | 0.63 | 0.65 | 0.59–0.71 | 0.46–0.84 | 32.45 | 34.80* |
Multiple predictors | 16 | 1,400 | 0.76 | 0.79 | 0.75–0.82 | 0.67–0.90 | 37.44 | 27.93* |
VO2max absolute | ||||||||
VO2max (ml/kg/min) | 32 | 1,809 | 0.61 | 0.63 | 0.59–0.68 | 0.46–0.81 | 47.78 | 36.55 |
VO2max (l/min) | 32 | 1,809 | 0.36 | 0.37 | 0.32–0.42 | 0.25–0.49 | 80.59 | 8.05 |
VO2max relative to fat-free mass | ||||||||
VO2max (ml/kg/min) | 16 | 864 | 0.67 | 0.70 | 0.65–0.74 | 0.63–0.76 | 85.45 | 2.85 |
VO2max (ml/kg FFM/min) | 16 | 864 | 0.48 | 0.50 | 0.42–0.58 | 0.27–0.73 | 46.49 | 19.24 |
Maximal aerobic speed | ||||||||
VO2max (ml/kg/min) | 11 | 176 | 0.57 | 0.59 | 0.47–0.70 | 0.43–0.74 | 84.13 | 2.17 |
MAS (km/h) | 11 | 176 | 0.68 | 0.71 | 0.60–0.81 | 0.51–0.90 | 67.30 | 5.59 |
Note. K, number of rs; N, total sample size; rc, overall weighted mean of r corrected for sampling error only; rp, overall weighted mean of r corrected for sampling error and measurement error of the field tests;
a95% confidence interval;
b95% credibility interval;
cPercentage of variance accounted for by statistical artefacts including sampling error and measurement error of the field tests;
dOnly performance score (“one predictor”) or performance score plus other variables (“multiple predictors”); VO2max, maximal oxygen uptake; FFM, fat-free mass; MAS, maximal aerobic speed.
†Because of the low K in each field test, the overall results are reported.
* p < 0.05