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
- Zhibin Lin (ORCID: https://orcid.org/0000-0003-3952-8147)
- Hong Xia Pan (ORCID: https://orcid.org/0000-0003-4036-6886)
- Xiangli Gu (ORCID: https://orcid.org/0000-0002-8983-9106)
- Tao Zhang (ORCID: https://orcid.org/0000-0002-8963-336X)
- Caifang Wu
- Mira Ghraizi (ORCID: https://orcid.org/0009-0002-1277-5199)
Institutions
- University of North Texas (US)
- The University of Texas at Arlington (US)
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