Review of Prediction Models to Estimate Activity-Related Energy Expenditure in Children and Adolescents

Table 3

Items concerning validity.

5		Is “criterion” validity reported for the prediction model?
	1	Yes
	0	No
6		Adequate measure of validity?
	1	Sensitivity
	1	Specificity
	1	Pearson’s product-moment correlation coefficient
	1	Spearman’s rank order correlation coefficient
	0.5	95% limits of agreement (Bland and Altman)
	0	Other measure
7		Acceptable level of criterion validity?
	+	𝑟≥0.60
	±	𝑟 = 0.30–0.60
	−	𝑟<0.30
8		Is reliability reported for the prediction model? (cross validation analysis)
	1	Yes
	0	No
9		Adequate measure for reliability?
	1	Intraclass correlation coefficients
	1	95% limits of agreement (Bland and Altman)
	1	Cohen’s Kappa
	1	Standard error of measurement
	1	Coefficient of variation
	0	Pearson’s product-moment correlation coefficient
	0	Spearman’s rank order correlation coefficient
	0	Kendall’s tau
	0	Other measure
10		Acceptable level of reliability?
	+	ICC≥0.70
	±	ICC=0.40−0.70
	−	ICC<0.40