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Table 4 Multiple Linear Regression Prediction Models for ActiGraph Measured Sedentary Behavior and Physical Activity

From: Calibration of the global physical activity questionnaire to Accelerometry measured physical activity and sedentary behavior

Model Parameters

Estimate

Break Factor Cutoff

Sedentary Behavior

 Intercept

616.5

 

 GPAQ Moderate-Intensity PA

−0.03

 

 GPAQ Moderate-Intensity PA Break Factor

− 78.0

0.00

 GPAQ Vigorous-Intensity PA

−0.45

 

Moderate-Intensity PA

 Intercept

348.2

 

 SQRT GPAQ Sedentary Behavior

−1.87

 

 GPAQ Moderate-Intensity PA2

1.65 × 10−3

 

 GPAQ Vigorous-Intensity PA2

3.54 × 10− 3

 

 LOG Age

−65.3

 

 GPAQ MVPA

−0.07

 

 GPAQ MVPA Break Factor

214.9

113.6

 Interaction: (GPAQ MVPA)*(MVPA Break Factor)

−1.15

 

Vigorous-Intensity PA

 Intercept

10.5

 

 GPAQ Moderate-Intensity PA2

2.91 × 10−5

 

 GPAQ Vigorous-intensity PA2

7.84 × 10−5

 

 Age

−0.29

 

 Age Break Factor

−9.77

27.6

 GPAQ MVPA

−0.01

 

 GPAQ MVPA Break Factor

2.14

38.6

 Interaction: (Age)*(Age Break Factor)

0.28

 

 Interaction: (GPAQ MVPA)*(MVPA Break Factor)

−6.55 × 10−3

 

MVPA

 Intercept

540.8

 

 LOG GPAQ Sedentary Behavior

−12.8

 

 Age

−15.0

 

 Age Break Factor

− 356.0

29.1

 LOG GPAQ MVPA

5.78

 

 Interaction: (Age)*(Age Break Factor)

13.7

 
  1. GPAQ = Global Physical Activity Questionnaire; PA = physical activity; SQRT = square root; MVPA = moderate- and vigorous-intensity physical activity; * = interaction