Built and Social Environmental Correlates of Brain and Behavioral Health Among Youth

Background/Objectives: Guided by the Social Ecological Model, this study examined the relationships between ecological environmental factors, executive function, physical activity, and sedentary behavior among youth. Methods: A cross-sectional study was conducted among 283 youth (Mage = 15 years; Male = 33.6%) in the North Texas region. Parent-report surveys were used to assess ecological environmental factors, executive function, physical activity, and sedentary behavior. Sociodemographic characteristics, including household income, ethnicity, age, and sex were also collected. Results: Neighborhood safety/crime was significantly associated with all components of executive function (p < 0.01). Community walkability was significantly associated with overall executive function and planning (β = 0.16 and 0.18, p < 0.05) and with screen-based sedentary behavior (r = −0.23, p < 0.01). Neighborhood safety/crime and the home media environment significantly predicted physical activity (β = −0.34; β = −0.29, p < 0.01; R2 = 20.4%), whereas the socioeconomic environment emerged as a significant predictor of daily sedentary behavior (β = 0.16; p < 0.05; R2 = 18.1%). The mediation model showed acceptable fit, chi-square (df = 25) = 420.32, p = 0.017, CFI = 0.956, and RMSEA = 0.050, 90% CI [0.021, 0.075]. The direct path from environmental factors to executive function was statistically significant (p < 0.01); however, the indirect effect of environmental factors on executive function through physical activity was not supported. Conclusions: These findings suggest that neighborhood safety and walkability are associated with executive function in school-aged youth, independent of physical activity levels. Because the data are cross-sectional, these implications should be tested in longitudinal and intervention studies before informing clinical guidelines.

Authors

Institutions

Publication Details

Journal
Healthcare
Published
2026-11-03
DOI
https://doi.org/10.3390/healthcare14213737
Primary Topic
Physical Activity and Health
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Built and Social Environmental Correlates of Brain and Behavioral Health Among Youth

Zhibin Lin, Hong Xia Pan, Xiangli Gu, Tao Zhang et al.
Healthcare
Physical Activity and Health
article

Built and Social Environmental Correlates of Brain and Behavioral Health Among Youth

Zhibin Lin, Hong Xia Pan, Xiangli Gu, Tao Zhang, Caifang Wu, Mira Ghraizi
article en

Abstract

Background/Objectives: Guided by the Social Ecological Model, this study examined the relationships between ecological environmental factors, executive function, physical activity, and sedentary behavior among youth. Methods: A cross-sectional study was conducted among 283 youth (Mage = 15 years; Male = 33.6%) in the North Texas region. Parent-report surveys were used to assess ecological environmental factors, executive function, physical activity, and sedentary behavior. Sociodemographic characteristics, including household income, ethnicity, age, and sex were also collected. Results: Neighborhood safety/crime was significantly associated with all components of executive function (p < 0.01). Community walkability was significantly associated with overall executive function and planning (β = 0.16 and 0.18, p < 0.05) and with screen-based sedentary behavior (r = −0.23, p < 0.01). Neighborhood safety/crime and the home media environment significantly predicted physical activity (β = −0.34; β = −0.29, p < 0.01; R2 = 20.4%), whereas the socioeconomic environment emerged as a significant predictor of daily sedentary behavior (β = 0.16; p < 0.05; R2 = 18.1%). The mediation model showed acceptable fit, chi-square (df = 25) = 420.32, p = 0.017, CFI = 0.956, and RMSEA = 0.050, 90% CI [0.021, 0.075]. The direct path from environmental factors to executive function was statistically significant (p < 0.01); however, the indirect effect of environmental factors on executive function through physical activity was not supported. Conclusions: These findings suggest that neighborhood safety and walkability are associated with executive function in school-aged youth, independent of physical activity levels. Because the data are cross-sectional, these implications should be tested in longitudinal and intervention studies before informing clinical guidelines.

HealthcareVol. 14(21)
University of North Texas (US), The University of Texas at Arlington (US)
Openalex Percentile: Top 14%
Physical Activity and Health
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Laika access coming soon