Related Experiment Video
Updated: Apr 5, 2026

Physical Activity Measurement in Children Accepting Table Tennis Training
Published on: July 27, 2022
Variability and Stability in Daily Moderate-to-Vigorous Physical Activity among 10 Year Old Children
Sara Pereira1, Thayse Natacha Gomes2, Alessandra Borges3
1CIFI2D, Faculty of Sport, University of Porto, Porto 4099-002, Portugal. sara.s.p@hotmail.com.
Insights
Children
Area of Science:
- Pediatric Health
- Exercise Science
- Public Health
Background:
- Understanding day-to-day variability in children's physical activity is crucial for public health.
- Current knowledge on the stability of moderate-to-vigorous physical activity (MVPA) across weekdays and weekends is limited.
Purpose of the Study:
- To examine day-to-day variability in children's MVPA.
- To identify factors influencing MVPA variability, including gender, BMI, and biological maturation.
- To estimate the stability (tracking) of MVPA levels in children.
Main Methods:
- Utilized accelerometer data from 686 Portuguese children aged 10 years.
- Employed multilevel modeling to analyze daily MVPA changes and correlates.
- Calculated MVPA tracking using Foulkes & Davies γ.
Main Results:
- Boys exhibited higher average MVPA than girls; 51.3% of boys and 26.2% of girls met the 60 min/day recommendation.
- Weekend MVPA was significantly lower than weekday MVPA for both genders.
- Normal weight children were more active than obese children; biological maturation had no significant effect on MVPA.
- MVPA tracking was low for both boys (γ = 0.59) and girls (γ = 0.56), indicating high instability.
Conclusions:
- Children's daily physical activity levels are highly unstable throughout the week.
- Interventions should focus on promoting consistent MVPA on all days, particularly weekends.
- Addressing childhood obesity is important, as obese children are less likely to meet physical activity guidelines.
Abstract:
Day-to-day variability and stability of children's physical activity levels across days of the week are not well understood. Our aims were to examine the day-to-day variability of moderate-to-vigorous physical activity (MVPA), to determine factors influencing the day-to-day variability of MVPA and to estimate stability of MVPA in children. The sample comprises 686 Portuguese children (10 years of age). MVPA was assessed with an accelerometer, and BMI was computed from measured height and weight. Daily changes in MVPA and their correlates (gender, BMI, and maturity) were modeled with a multilevel approach, and tracking was calculated using Foulkes & Davies γ. A total of 51.3% of boys and 26.2% of girls achieved 60 min/day of MVPA on average. Daily MVPA was lower during the weekend (23.6% of boys and 13.6% of girls comply with the recommended 60 min/day of MVPA) compared to weekdays (60.8% and 35.4%, boys and girls, respectively). Normal weight children were more active than obese children and no effect was found for biological maturation. Tracking is low in both boys (γ = 0.59 ± 0.01) and girls (γ = 0.56 ± 0.01). Children's MVPA levels during a week are highly unstable. In summary, boys are more active than girls, maturation does not affect their MVPA, and obese children are less likely to meet 60 min/day of MVPA. These results highlight the importance of providing opportunities for increasing children's daily MVPA on all days of week, especially on the weekend.
Related Concept Videos
Variability: Analysis
The range is a simple measure of variability, indicating the difference between the highest and...
Factors Affecting Activity Coefficient
The activity coefficient value for an ion is close to one when the solution has almost zero ionic strength, i.e., when the solution shows close to ideal behavior. As the ionic strength of the solution increases from 0 to 0.1 mol/L, a...
What is Variation?
The range, standard deviation, standard error, and variance are the different measures of variation.
Range: The range is the difference between its maximum and...
Exercise and Cardiac Output
Sustained exercise increases the muscles' oxygen demand, which can be...

