TY - JOUR
T1 - Evaluation of actical equations and thresholds to predict physical activity intensity in young children
AU - Janssen, Xanne
AU - Cliff, Dylan
AU - Reilly, John
AU - Hinkley, Trina
AU - Jones, Rachel
AU - Batterham, Marijka
AU - Ekelund, Ulf
AU - Brage, Søren
AU - Okely, Tony
N1 -
This is an Accepted Manuscript of an article published by Taylor & Francis in Journal of Sports Sciences on 24/9/2014, available online: http://wwww.tandfonline.com/10.1080/02640414.2014.949826
PY - 2014/9/24
Y1 - 2014/9/24
N2 - This study examined the validity of current Actical activity energy expenditure (AEE) equations and intensity cut-points in preschoolers using AEE and direct observation as criterion measures. Forty 4–6-year-olds (5.3 ± 1.0 years) completed a ~150-min room calorimeter protocol involving age-appropriate sedentary behaviours (SBs), light intensity physical activities (LPAs) and moderate-to-vigorous intensity physical activities (MVPAs). AEE and/or physical activity intensity were calculated using Actical equations and cut-points by Adolph, Evenson, Pfeiffer and Puyau. Predictive validity was examined using paired sample t-tests. Classification accuracy was evaluated using weighted kappas, sensitivity, specificity and area under the receiver operating characteristic curve. The Pfeiffer equation significantly overestimated AEE during SB and underestimated AEE during LPA (P < 0.0125 for both). There was no significant difference between measured and predicted AEEs during MVPA. The Adolph cut-point showed significantly higher accuracy for classifying SB, LPA and MVPA than all others. The available Actical equation does not provide accurate estimates of AEE across all intensities in preschoolers. However, the Pfeiffer equation performed reasonably well for MVPA. Using cut-points of ≤6 counts · 15 s−1, 7–286 counts · 15 s−1 and ≥ 287 counts · 15 s−1 when classifying SB, LPA and MVPA, respectively, is recommended.
AB - This study examined the validity of current Actical activity energy expenditure (AEE) equations and intensity cut-points in preschoolers using AEE and direct observation as criterion measures. Forty 4–6-year-olds (5.3 ± 1.0 years) completed a ~150-min room calorimeter protocol involving age-appropriate sedentary behaviours (SBs), light intensity physical activities (LPAs) and moderate-to-vigorous intensity physical activities (MVPAs). AEE and/or physical activity intensity were calculated using Actical equations and cut-points by Adolph, Evenson, Pfeiffer and Puyau. Predictive validity was examined using paired sample t-tests. Classification accuracy was evaluated using weighted kappas, sensitivity, specificity and area under the receiver operating characteristic curve. The Pfeiffer equation significantly overestimated AEE during SB and underestimated AEE during LPA (P < 0.0125 for both). There was no significant difference between measured and predicted AEEs during MVPA. The Adolph cut-point showed significantly higher accuracy for classifying SB, LPA and MVPA than all others. The available Actical equation does not provide accurate estimates of AEE across all intensities in preschoolers. However, the Pfeiffer equation performed reasonably well for MVPA. Using cut-points of ≤6 counts · 15 s−1, 7–286 counts · 15 s−1 and ≥ 287 counts · 15 s−1 when classifying SB, LPA and MVPA, respectively, is recommended.
KW - accelerometry
KW - preschoolers
KW - room calorimeter
UR - http://www.scopus.com/inward/record.url?scp=84908077802&partnerID=8YFLogxK
U2 - 10.1080/02640414.2014.949826
DO - 10.1080/02640414.2014.949826
M3 - Article
C2 - 25259944
SN - 0264-0414
VL - 33
SP - 498
EP - 506
JO - Journal of Sports Sciences
JF - Journal of Sports Sciences
IS - 5
ER -