Built and Natural Environmental Correlates of Parental Safety Concerns for Children’s Active Travel to School
Abstract
:1. Introduction
2. Materials and Methods
2.1. Study Setting and Data Collection
2.2. Dependent Variable: Parental Concerns about Safety
2.3. Independent Variables: Built and Natural Environments
2.4. Confounding Factors: Socio-Demographic, Attitudinal, and Social Factors
2.5. Data Analysis and Modeling Process
3. Results
3.1. Sample Characteristics
3.2. Correlates of Parental Safety Concerns
3.2.1. Personal, Attitudinal, and Social Correlates of Parental Safety Concerns
3.2.2. Built and Natural Environmental Correlates of Parental Safety Concerns
4. Discussion
5. Conclusions
Author Contributions
Funding
Conflicts of Interest
References
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Variables | n | Mean | SD |
---|---|---|---|
Parental safety concerns † (outcome variable) (mean score of following 8 items with a 5-point Likert scale) | 3291 | 3.28 | 1.03 |
(a) My child may get lost. | 3243 | 2.96 | 1.52 |
(b) My child may be taken or hurt by a stranger. | 3258 | 3.77 | 1.31 |
(c) My child may get bullied, teased, or harassed. | 3241 | 3.27 | 1.38 |
(d) My child may be attacked by stray dogs. | 3253 | 3.30 | 1.41 |
(e) My child may be hit by a car. | 3251 | 3.90 | 1.29 |
(f) Exhaust fumes may harm my child’s health. | 3222 | 2.93 | 1.34 |
(g) No one will be able to see and help my child in case of danger. | 3235 | 3.19 | 1.35 |
(h) My child may get injured by falling (due to drainage ditches, uneven walking surfaces, etc.). | 3242 | 2.95 | 1.39 |
Socio-demographic factors ‡ (confounding variables) | |||
Student Gender | 0: Female (1697, 51.4%), 1: Male (1607, 48.6%) | ||
Grade | 1: PK—K (878, 26.6%), 2: 1st—3rd (1629, 49.3%), 3: 4th—6th (797, 24.1%) | ||
Free or Reduced Lunch Qualification | 0: No (1216, 36.8%), 1: Yes (2088, 63.2%) | ||
Student Ethnicity | 1: Non-Hispanic White (891, 27.0%), 2: Hispanic (2057, 62.3%), 3: Others (356, 10.8%) | ||
Attitudinal and social factors †‡ (confounding variables) | |||
Walking is a good way to exercise. | 3291 | 4.78 | 0.66 |
I walk quite often in my daily routine. | 3291 | 3.93 | 1.19 |
I (would) enjoy walking with my child to/from school. | 3291 | 4.11 | 1.20 |
My family and friends like the idea of walking to school. | 3291 | 3.74 | 1.27 |
Other kids walk to/from school in my neighborhood. | 3291 | 3.63 | 1.48 |
I feel connected to people in my neighborhood. | 3291 | 3.72 | 1.25 |
Safety Concern (OLS Regression) | One-by-One Tests | BE Model | NE Model | Final Model | ||||||
---|---|---|---|---|---|---|---|---|---|---|
Coef. | p | Coef. | p | Coef. | p | Coef. | p | 95% Cl | ||
Low | High | |||||||||
Built environmental variables | ||||||||||
Bike lanes (ratio) | 0.123 | 0.035 | 0.131 | 0.027 | 0.107 | 0.073 | −0.010 | 0.223 | ||
Sidewalks (ratio) | −0.222 | 0.011 | −0.310 | 0.002 | - | - | - | - | ||
Playgrounds (presence) | 0.018 | 0.748 | - | - | - | - | - | - | ||
Intersections (density, num./acre) | −0.728 | 0.001 | −0.741 | 0.001 | −0.642 | 0.003 | −1.061 | −0.222 | ||
Highways (presence) | 0.204 | 0.000 | 0.163 | 0.001 | 0.099 | 0.051 | −0.001 | 0.199 | ||
Railroads (presence) | 0.240 | 0.000 | 0.127 | 0.024 | 0.136 | 0.019 | 0.022 | 0.250 | ||
High speed streets (>30 mph) (%) | 0.002 | 0.014 | - | - | - | - | - | - | ||
Crime hotspot (z-scores) | 0.136 | 0.000 | 0.117 | 0.000 | - | - | - | - | ||
Crash hotspot (z-scores) | 0.016 | 0.002 | - | - | - | - | - | - | ||
Sex offenders (presence) | 0.236 | 0.000 | 0.143 | 0.004 | 0.145 | 0.001 | 0.056 | 0.234 | ||
Natural environmental variables | ||||||||||
Park (presence) | 0.082 | 0.031 | - | - | - | - | - | - | ||
Water feature (presence) | 0.251 | 0.000 | 0.214 | 0.000 | 0.117 | 0.007 | 0.031 | 0.202 | ||
Mean slope (degrees) | 0.027 | 0.000 | 0.031 | 0.000 | 0.034 | 0.000 | 0.020 | 0.049 | ||
Urbanized area (%) | 0.004 | 0.048 | - | - | - | - | ||||
Tree canopy (%) | −0.016 | 0.000 | −0.017 | 0.000 | −0.014 | 0.000 | −0.021 | −0.007 | ||
Grass cover (%) | −0.001 | 0.785 | - | - | - | - | - | - | ||
Surface temperature (%) | −0.018 | 0.121 | - | - | - | - | - | - | ||
Normalized Difference Vegetation Index (NDVI) | −0.010 | 0.000 | - | - | - | - | - | - | ||
Tree heights (feet) | −0.017 | 0.000 | - | - | - | - | - | - | ||
Socio-demographic variables † | ||||||||||
Student gender (male vs. ref. female) | −0.046 | 0.166 | −0.052 | 0.123 | −0.048 | 0.149 | −0.114 | 0.017 | ||
Student grade (ref. PK–K) | ||||||||||
1st–3rd | −0.092 | 0.024 | −0.089 | 0.029 | −0.095 | 0.019 | −0.174 | −0.015 | ||
4th–6th | −0.214 | 0.000 | −0.220 | 0.000 | −0.223 | 0.000 | −0.315 | −0.130 | ||
Free or reduced lunch (yes vs. ref. no) | 0.095 | 0.083 | 0.096 | 0.059 | 0.105 | 0.043 | 0.003 | 0.206 | ||
Student ethnicity (ref. White) | ||||||||||
Hispanic | 0.235 | 0.000 | 0.229 | 0.000 | 0.242 | 0.000 | 0.135 | 0.348 | ||
Others | 0.032 | 0.618 | 0.033 | 0.611 | 0.033 | 0.617 | −0.095 | 0.160 | ||
Attitudinal/social variables † | ||||||||||
Walking is a good way to exercise. | 0.249 | 0.000 | 0.255 | 0.000 | 0.251 | 0.000 | 0.197 | 0.304 | ||
I walk quite often in my daily routine. | 0.052 | 0.001 | 0.051 | 0.001 | 0.050 | 0.001 | 0.019 | 0.081 | ||
I (would) enjoy walking with my child to/from school. | −0.055 | 0.004 | −0.054 | 0.004 | −0.053 | 0.005 | −0.090 | −0.016 | ||
My family and friends like the idea of walking to school. | −0.045 | 0.015 | −0.046 | 0.014 | −0.045 | 0.016 | −0.081 | −0.008 | ||
Other kids walk to/from school in my neighborhood. | −0.056 | 0.000 | −0.063 | 0.000 | −0.054 | 0.000 | −0.080 | −0.027 | ||
I feel connected to people in my neighborhood. | −0.092 | 0.000 | −0.091 | 0.000 | −0.090 | 0.000 | −0.120 | −0.061 |
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Kim, Y.-J.; Lee, C. Built and Natural Environmental Correlates of Parental Safety Concerns for Children’s Active Travel to School. Int. J. Environ. Res. Public Health 2020, 17, 517. https://doi.org/10.3390/ijerph17020517
Kim Y-J, Lee C. Built and Natural Environmental Correlates of Parental Safety Concerns for Children’s Active Travel to School. International Journal of Environmental Research and Public Health. 2020; 17(2):517. https://doi.org/10.3390/ijerph17020517
Chicago/Turabian StyleKim, Young-Jae, and Chanam Lee. 2020. "Built and Natural Environmental Correlates of Parental Safety Concerns for Children’s Active Travel to School" International Journal of Environmental Research and Public Health 17, no. 2: 517. https://doi.org/10.3390/ijerph17020517
APA StyleKim, Y. -J., & Lee, C. (2020). Built and Natural Environmental Correlates of Parental Safety Concerns for Children’s Active Travel to School. International Journal of Environmental Research and Public Health, 17(2), 517. https://doi.org/10.3390/ijerph17020517