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Updated: Dec 9, 2025

Physical Activity Measurement in Children Accepting Table Tennis Training
Published on: July 27, 2022
A social network analysis approach to group and individual perceptions of child physical activity
Tyler Prochnow1, Megan S Patterson2, M Renee Umstattd Meyer1
1Baylor University, Robbins College of Health and Human Sciences, One Bear Place No. 97313, Waco, TX 76798, USA.
Insights
Children who perceive their friends as active tend to report higher personal physical activity (PA). Peer perceptions also influence how active a child is seen, with social network position and competence playing key roles.
Area of Science:
- Social determinants of health
- Childhood physical activity
- Social network analysis
Background:
- Child physical activity (PA) is significantly shaped by social environments.
- Perceptions of self and others' behaviors can influence health behaviors like PA.
- Understanding social influences is crucial for PA promotion.
Purpose of the Study:
- To examine the associations between children's social networks and their perception of their own PA.
- To investigate how the network's perception of a child's PA relates to the child's self-perception.
- To explore the role of network position and physical skill competency in PA perceptions.
Main Methods:
- Study included 89 children (mean age 10.00) at a summer care program.
- Data collected on demographics, PA, physical skill competency, and social network interactions.
- Multilevel modeling analyzed associations between network measures, skill competency, and PA perceptions.
Main Results:
- Children perceiving their friends as more active reported higher personal PA.
- Network centrality and higher physical competence were linked to higher peer-perceived PA.
- Females showed significantly larger discrepancies between self-reported and network-perceived PA.
Conclusions:
- Social network position and peer perceptions are integral to children's PA self-perceptions.
- Disparities in PA perception exist between genders.
- Findings offer insights for designing targeted PA promotion programs in child-focused settings.
Abstract:
Child physical activity (PA) is influenced by social environment. Self-perception and perception of others' behaviors may impact health behaviors such as PA. This study examines associations between child networks, perception of their own PA and the network's perception of their PA. Children (n = 89, M age = 10.00, SD = 1.34) at a summer care program reported demographics (54% female; 46% Black), PA, and physical skill competency. Children indicated up to five people they interacted with the most while at the program and how active they perceived each person to be. Multilevel modeling was used to determine significant associations between skill competency, network measures, and child's perception of their own PA, the network's perception of their PA, and the absolute difference between the two. Children perceived themselves to be more physically active if they perceived their friends were more physically active. Children who were central in the network and more physically competent were perceived as more active by their peers. Absolute differences between self-reported and network perceived PA were significantly larger for females. This work builds on understanding of how network position may impact child PA perceptions at summer care programs. Implications of these perceptions for PA promotion programs are discussed.
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