Calibration of self-report tools for physical activity research: the Physical Activity Questionnaire (PAQ)

摘要

Background The utility of self-report measures of physical activity (PA) in youth can be greatly enhanced by calibrating self-report output against objectively measured PA data. This study demonstrates the potential of calibrating self-report output against objectively measured physical activity (PA) in youth by using a commonly used self-report tool called the Physical Activity Questionnaire (PAQ). Methods A total of 148 participants (grades 4 through 12) from 9 schools (during the 2009–2010 school year) wore an Actigraph accelerometer for 7?days and then completed the PAQ. Multiple linear regression modeling was used on 70% of the available sample to develop a calibration equation and this was cross validated on an independent sample of participants (30% of sample). Results A calibration model with age, gender, and PAQ scores explained 40% of the variance in values for the percentage of time in moderate-to-vigorous PA (_%MVPA) measured from the accelerometers (_%MVPA?=?14.56 - (sex*0.98) - (0.84*age)?+?(1.01*PAQ)). When tested on an independent, hold-out sample, the model estimated _%MVPA values that were highly correlated with the recorded accelerometer values (r?=?.63) and there was no significant difference between the estimated and recorded activity values (mean diff. = 25.3?±?18.1?min; p?=?.17). Conclusions These results suggest that the calibrated PAQ may be a valid alternative tool to activity monitoring instruments for estimating _%MVPA in groups of youth.