Related Experiment Video
Updated: Oct 10, 2025

Physical Activity Measurement in Children Accepting Table Tennis Training
Published on: July 27, 2022
Structural equation model of physical activity in Turkish schoolchildren: an application of the integrated
Chloe Mirzayi1, Emily Ferris1, Hilal Ozcebe2
1Center for Systems and Community Design, Graduate School of Public Health and Health Policy, City University of New York, New York, New York, USA.
Objectives:
Childhood obesity is increasingly prevalent in the developing world including Turkey. This study examined constructs of the integrated behavioural model associated with physical activity in a sample of schoolchildren in Ankara, Turkey using structural equation modelling.
Design:
Cross-sectional survey by probability sampling.
Setting:
Fifteen schools of different socioeconomic strata in Ankara, Turkey with grade 4 students.
Participants:
2066 (969 girls and 1097 boys) grade 4 schoolchildren and their parents selected using a probability-based sampling frame.
Primary Outcome Measures:
Three primary outcomes were used: moderate-to-vigorous physical activity, team sport participation, sedentary behaviour.
Results:
Data were collected from 2066 fourth-grade children from schools of three socioeconomic strata. Missing data were imputed using multiple imputation. To examine the integrated behavioural model, a structural equation model containing latent constructs for physical activity outcome expectancies, self-efficacy, home environment and social norms were fitted with the three outcomes above. Adequate model fit was achieved in the structural equation model (χ2=1821.97, df=872, p<0.001, Comparative Fit Index=0.91, Tucker Lewis Index=0.91, root mean square error of approximation=0.02, standardised root mean square residual=0.04). All scale items were significantly associated with their respective latent constructs (all p<0.001). Several significant pathways between latent constructs and outcomes of interest were observed (p<0.05). Self-efficacy was positively associated with moderate-to-vigorous physical activity (p<0.001) and team sport participation (p<0.001) and negatively associated with sedentary behaviour (p<0.001). Negative outcome expectancies were negatively associated with moderate-to-vigorous physical activity (p<0.01) and sedentary behaviour (p<0.01) while positive outcome expectancies were positively associated with team sport behaviour (p<0.001) and negatively associated with sedentary behaviour (p<0.05). Home support was positively associated with moderate-to-vigorous physical activity (p<0.01) and team sport participation (p<0.05). Finally, physical activity social norms were negatively associated with sedentary behaviour only (p<0.05).
Conclusions:
This study supported the extension to Turkish children of the integrated behavioural model in relation to physical activity behaviours. Results illustrate multiple targets for interventions to increase physical activity.
Related Concept Videos
Mechanistic Models: Compartment Models in Individual and Population Analysis
Socioemotional Experience and Gender Development
Models of Health Promotion and Illness Prevention I
The health belief model (HBM) attempts to predict health-related behavior in specific belief patterns. According to the HBM, a person's...
Modeling in Therapy
Participant Modeling
Participant modeling involves therapists demonstrating calm and effective behaviors in...

