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. 2019 Nov 4;7:e7973. doi: 10.7717/peerj.7973

Table 2. Comparison of measured EE by Vmax (CMEE) and estimated EE by GT9X-EE in 5 treadmill walking/running tests (mean ± SD).

Position Treadmill Speed (km/h) CMEE (kcal kgw−1 min−1) GT9X-EE (kcal kgw−1 min−1) ES MAPE (%) r ICC
Wrist 4.80 0.070 ± 0.009 0.055 ± 0.010* 1.58 21.43 0.105
6.42 0.111 ± 0.014 0.065 ± 0.008* 4.03 41.44 0.030
8.04 0.148 ± 0.010 0.071 ± 0.005* 9.74 52.03 −0.169 0.073
9.66 0.172 ± 0.012 0.072 ± 0.005* 10.88 58.14 −0.165
11.28 0.202 ± 0.015 0.073 ± 0.005* 11.54 63.86 −0.130
Hip 4.80 0.070 ± 0.009 0.066 ± 0.013 0.36 5.71 0.529**
6.42 0.111 ± 0.014 0.104 ± 0.021* 0.39 6.31 0.428**
8.04 0.148 ± 0.010 0.141 ± 0.026* 0.36 4.73 0.110 0.868
9.66 0.172 ± 0.012 0.163 ± 0.023* 0.49 5.23 0.210**
11.28 0.202 ± 0.015 0.181 ± 0.023* 1.08 10.40 0.162

Notes.

*

Significantly different from CMEE, p < 0.05.

**

Significant correlation with CMEE, p < 0.001.

Mean values ± standard deviation (SD); CMEE, criterion measure energy expenditure; GT9X, ActiGraph GT9X-Link accelerometer; ES, Effect size (Cohen’s d); Mean Absolute Percentage Error (MAPE) = {[ | (Predicted value - Actual value) |/Actual value] * 100}/n; r, Pearson coefficient of determination; ICC, intraclass correlation coefficient.