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. 2016 Mar 17;11(3):e0151671. doi: 10.1371/journal.pone.0151671

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