| Literature DB >> 30134889 |
Katherine Wilson1,2, Andrew F Clark1,2, Jason A Gilliland3,4,5,6.
Abstract
BACKGROUND: Physical activity plays a fundamental role in the health and well-being of children. Walking is the most common form of physical activity and the journey to and from school provides an opportunity for children to be active every day. This study examines how child and parent perceptions of barriers to active school travel influences children's behaviour.Entities:
Keywords: Active school travel; Barriers; Children; Cycling; Environments; Multivariate analysis; Perceptions; Walking
Mesh:
Year: 2018 PMID: 30134889 PMCID: PMC6106832 DOI: 10.1186/s12889-018-5874-y
Source DB: PubMed Journal: BMC Public Health ISSN: 1471-2458 Impact factor: 3.295
Descriptive Statistics of the study sample (n = 1296)
| Variable | n | % |
|---|---|---|
| Active to School | 914 | 70.5 |
| Active from School | 984 | 75.9 |
| Intrapersonal | ||
| Gender | ||
| Girl | 716 | 55.2 |
| Boy | 580 | 44.8 |
| Age | ||
| 8 | 20 | 1.5 |
| 9 | 210 | 16.2 |
| 10 | 263 | 20.3 |
| 11 | 343 | 26.5 |
| 12 | 285 | 22.0 |
| 13 | 158 | 12.2 |
| 14 | 17 | 1.3 |
| Interpersonal | ||
| Mother Education Level | ||
| No High School Diploma | 48 | 3.7 |
| High School Diploma | 229 | 17.7 |
| Post Secondary Graduate | 988 | 76.2 |
| Father Education Level | ||
| No High School Diploma | 61 | 4.7 |
| High School Diploma | 236 | 18.2 |
| Post Secondary Graduate | 908 | 70.1 |
| Mother Occupation Status | ||
| Unemployed | 295 | 22.8 |
| Employed | 943 | 72.8 |
| Father Occupation Status | ||
| Unemployed | 109 | 8.4 |
| Employed | 1072 | 82.7 |
| Siblings | ||
| No Siblings | 211 | 16.3 |
| Siblings | 1074 | 82.9 |
| Number of Vehicles in Family | ||
| 0 | 59 | 4.6 |
| 1 | 408 | 31.5 |
| 2 or more | 799 | 61.7 |
| Median family income in CAD (in thousands), Mean (SD) | – | 79.51 (27.36) |
| Physical Environment | ||
| Distance home to school (km), Mean (SD) | – | 0.90 (0.395) |
| Urbanicity | ||
| Suburban | 753 | 58.1 |
| Urban | 125 | 9.6 |
| Rural | 418 | 32.3 |
Note: numbers may not add to full sample size due to missing values
Perceived barriers to AST from child survey
| Physical Environment | |
| It is too far or takes too much time | |
| There are not enough sidewalks | |
| There are not enough bike paths/ lanes | |
| There is nowhere to safely leave a bike if I ride my bike to school | |
| There are not a lot of trees along the streets in my neighbourhood | |
| Safety | |
| It feels unsafe due to traffic on the route | |
| Most drivers go too fast while driving in our neighbourhood | |
| There are too many busy streets to cross | |
| There is a lot of crime in our neighbourhood | |
| It feels unsafe to walk by myself around my neighbourhood during the day | |
| It feels unsafe to walk with friends or siblings in my neighbourhood during the day | |
| Social | |
| There is no one to walk or bike with | |
| I do not know a lot of people in my neighbourhood | |
| I might get bullied/ teased along the way | |
| Individual/ Family Preferences | |
| The route is too boring | |
| I get too hot and sweaty | |
| It is not fun | |
| I have too much stuff to carry | |
| It is more difficult to walk than drive |
Questions have been reverse coded to be presented as barriers instead of facilitators
Chi-square test for independence, parent and child perception of barriers
| Barriers to Active Transportation | X2 (p) | Both Agree n (%) | Both Disagree n (%) | Parent Agree & Child Disagree n (%) | Child Agree & Parent Disagree n (%) |
|---|---|---|---|---|---|
| Physical Environment | |||||
| Too Far / Takes too much Time | 98.821 (< 0.001) | 50 (4.1%) | 998 (81.5%) | 113 (9.2%) | 64 (5.2%) |
| Not enough sidewalks | 74.701 (< 0.001) | 71 (6.3%) | 819 (73.2%) | 127 (11.3%) | 102 (9.1%) |
| Not enough bike paths | 32.325 (< 0.001) | 134 (11.3%) | 631 (53.2%) | 290 (24.5%) | 130 (11.0%) |
| No bike rack | 11.954 (< 0.001) | 44 (3.7%) | 868 (72.8%) | 165 (13.8%) | 116 (9.7%) |
| Not a lot of trees | 26.767 (< 0.001) | 119 (9.7%) | 700 (57.0%) | 161 (13.1%) | 248 (20.2%) |
| Safety | |||||
| Route feels unsafe due to traffic | 82.642 (< 0.001) | 145 (12.0%) | 662 (54.8%) | 330 (27.3%) | 72 (6.0%) |
| Drivers speed on streets | 54.774 (< 0.001) | 289 (23.4%) | 374 (30.2%) | 500 (40.4%) | 74 (6.0%) |
| Too many busy streets | 77.415 (< 0.001) | 94 (7.8%) | 806 (67.0%) | 221 (18.4%) | 82 (6.8%) |
| Feels unsafe because of crime | 39.975 (< 0.001) | 33 (2.7%) | 994 (81.7%) | 127 (10.4%) | 62 (5.1%) |
| Unsafe for child to walk alone | 27.063 (< 0.001) | 64 (5.2%) | 827 (67.4%) | 255 (20.8%) | 81 (6.6%) |
| Unsafe for child to walk with friends | 84.162 (< 0.001) | 71 (5.8%) | 911 (74.5%) | 86 (7.0%) | 154 (12.6%) |
| Social | |||||
| No one to walk with | 21.698 (< 0.001) | 57 (4.8%) | 851 (71.0%) | 157 (13.1%) | 133 (11.1%) |
| I do not know people in my neighbourhood | 53.527 (< 0.001) | 141 (11.4%) | 709 (57.3%) | 224 (18.1%) | 164 (13.2%) |
| Might get bullied/teased | 46.066 (< 0.001) | 46 (3.8%) | 920 (76.2%) | 184 (15.2%) | 57 (4.7%) |
| Individual/ Family Preferences | |||||
| Route is boring | 15.367 (< 0.001) | 27 (2.3%) | 945 (78.8%) | 56 (4.7%) | 171 (14.3%) |
| Get too hot/sweaty | 21.137 (< 0.001) | 28 (2.3%) | 975 (81.3%) | 73 (6.1%) | 124 (10.3%) |
| Not fun to walk | 24.158 (< 0.001) | 28 (2.3%) | 973 (81.1%) | 59 (4.9%) | 140 (11.7%) |
| Too much stuff to carry | 29.217 (< 0.001) | 66 (5.5%) | 834 (69.4%) | 186 (15.5%) | 116 (9.7%) |
| More difficult to walk than drive | 134.404 (< 0.001) | 198 (16.4%) | 669 (55.4%) | 163 (13.5%) | 177 (14.7%) |
Logistic regression analysis to understand the impact intrapersonal, interpersonal, and physical environmental factors have on AST behaviour
| Active Travel to School | Active Travel from School | |||||
|---|---|---|---|---|---|---|
| OR | 95% CI |
| OR | 95% CI |
| |
| Intrapersonal | ||||||
| Boys (ref: girls) | 1.234 | 0.919–1.655 | 0.162 | 1.146 | 0.902–1.455 | 0.264 |
| Age | 1.394 | 1.254–1.549 |
| 1.486 | 1.344–1.643 |
|
| Interpersonal | ||||||
| Mothers Education (ref: no high school diploma) | ||||||
| High school diploma | 1.106 | 0.489–2.502 | 0.810 | 1.245 | 0.464–3.338 | 0.664 |
| Post secondary | 1.414 | 0.645–3.100 | 0.387 | 1.096 | 0.462–2.601 | 0.835 |
| Missing | 2.478 | 0.708–8.672 | 0.156 | 1.575 | 0.296–8.392 | 0.594 |
| Fathers Education (ref: no high school diploma) | ||||||
| High school diploma | 0.600 | 0.269–1.336 | 0.211 | 1.003 | 0.520–1.933 | 0.993 |
| Post secondary | 0.900 | 0.405–2.000 | 0.797 | 1.648 | 0.844–3.219 | 0.144 |
| Missing | 0.912 | 0.330–2.520 | 0.859 | 1.225 | 0.395–3.798 | 0.726 |
| Siblings (ref: No Siblings) | 0.988 | 0.979–0.997 |
| 0.988 | 0.977–0.999 |
|
| Mothers Occupational Status (ref: Unemployed) | ||||||
| Employed | 1.410 | 1.030–1.929 |
| 1.490 | 1.052–2.111 |
|
| Missing/prefer not to answer | 1.082 | 0.552–2.121 | 0.818 | 1.221 | 0.602–2.477 | 0.579 |
| Fathers Occupational Status (ref: Unemployed) | ||||||
| Employed | 1.412 | 0.862–2.313 | 0.170 | 1.417 | 0.757–2.651 | 0.276 |
| Missing/prefer not to answer | 1.151 | 0.543–2.440 | 0.714 | 1.369 | 0.606–3.094 | 0.450 |
| Number of Vehicles (ref: 0 vehicles) | ||||||
| 1 | 0.175 | 0.062–0.490 |
| 0.211 | 0.072–0.618 |
|
| 2 or more | 0.105 | 0.037–0.295 |
| 0.134 | 0.045–0.397 |
|
| Missing | 0.283 | 0.076–1.062 | 0.061 | 0.322 | 0.087–1.194 | 0.090 |
| Median Family Income (10,000 CAD) | 0.951 | 0.888–1.019 | 0.155 | 0.949 | 0.873–1.032 | 0.221 |
| Physical Environment | ||||||
| Network distance between home and school (km) | 0.163 | 0.096–0.277 |
| 0.167 | 0.094–0.298 |
|
| Urbanicity (ref: Suburban Large City) | ||||||
| Urban | 0.589 | 0.348–0.996 |
| 0.851 | 0.400–1.809 | 0.675 |
| Rural | 0.845 | 0.495–1.443 | 0.538 | 0.804 | 0.454–1.424 | 0.454 |
| Constant | 2.207 | 0.374–13.012 | 0.382 | 0.896 | 0.129–6.226 | 0.912 |
| Sample size (N) | 1292 | 1273 | ||||
| Pseudo R2 | 0.135 | 0.142 | ||||
| Log Pseudolikelihood | − 676.545 | −586.435 | ||||
All italicized numbers represent statistical signifigance based on critical value cut-offs p<0.05 or p<0.01
Univariate logistic regression analysis to understand the impact perceived barriers have on AST behaviour while controlling for intrapersonal, interpersonal, and physical environmental factors
| Active Travel to School | Active Travel from School | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Parent Perceptions | Child Perceptions | Parent Perceptions | Child Perceptions | |||||||||
| OR | 95% CI |
| OR | 95% CI |
| OR | 95% CI |
| OR | 95% CI |
| |
| Physical Environment | ||||||||||||
| Too Far / Takes too much Time | 0.197 | 0.125–0.312 |
| 0.690 | 0.401–1.186 | 0.179 | 0.296 | 0.197–0.446 |
| 0.470 | 0.283–0.781 |
|
| Not enough sidewalks | 0.773 | 0.587–1.017 | 0.066 | 0.802 | 0.540–1.190 | 0.272 | 0.824 | 0.574–1.183 | 0.294 | 0.648 | 0.419–1.000 |
|
| Not enough bike paths | 0.637 | 0.501–0.809 |
| 0.685 | 0.478–0.982 |
| 0.689 | 0.508–0.936 |
| 0.610 | 0.403–0.923 |
|
| No bike rack | 0.709 | 0.456–1.102 | 0.126 | 0.806 | 0.575–1.132 | 0.214 | 0.907 | 0.586–1.403 | 0.660 | 0.710 | 0.529–0.952 |
|
| Not lots of trees | 0.963 | 0.692–1.341 | 0.825 | 0.778 | 0.615–0.985 |
| 1.079 | 0.788–1.477 | 0.637 | 0.761 | 0.535–1.082 | 0.129 |
| Safety | ||||||||||||
| Route feels unsafe due to traffic | 0.306 | 0.233–0.402 |
| 0.608 | 0.440–0.841 |
| 0.343 | 0.260–0.451 |
| 0.535 | 0.358–0.801 |
|
| Drivers speed on streets | 0.751 | 0.598–0.943 |
| 0.894 | 0.716–1.116 | 0.322 | 0.798 | 0.606–1.050 | 0.108 | 0.706 | 0.504–0.990 |
|
| Too many busy streets | 0.352 | 0.254–0.487 |
| 0.585 | 0.399–0.859 |
| 0.314 | 0.222–0.446 |
| 0.501 | 0.373–0.673 |
|
| Feels unsafe because of crime | 0.490 | 0.300–0.803 |
| 0.651 | 0.422–1.006 | 0.053 | 0.368 | 0.229–0.593 |
| 0.439 | 0.259–0.745 |
|
| Unsafe for child to walk alone | 0.372 | 0.274–0.504 |
| 0.498 | 0.354–0.699 |
| 0.398 | 0.303–0.524 |
| 0.482 | 0.330–0.705 |
|
| Unsafe for child to walk with friends | 0.464 | 0.302–0.713 |
| 0.727 | 0.429–1.233 | 0.237 | 0.380 | 0.274–0.526 |
| 0.604 | 0.381–0.955 |
|
| Social | ||||||||||||
| No one to walk with | 0.244 | 0.190–0.315 |
| 0.535 | 0.362–0.791 |
| 0.264 | 0.187–0.372 |
| 0.462 | 0.309–0.690 |
|
| I do not know people in my neighbourhood | 0.723 | 0.534–0.980 |
| 0.813 | 0.607–1.088 | 0.164 | 0.625 | 0.444–0.881 |
| 0.679 | 0.477–0.966 |
|
| Might get bullied/ teased | 0.448 | 0.316–0.634 |
| 0.570 | 0.372–0.874 |
| 0.418 | 0.283–0.616 |
| 0.541 | 0.336–0.868 |
|
| Individual/ Family Preferences | ||||||||||||
| Route is boring | 1.080 | 0.664–1.757 | 0.757 | 0.896 | 0.632–1.270 | 0.536 | 1.022 | 0.619–1.690 | 0.931 | 0.799 | 0.515–1.239 | 0.316 |
| Get too hot/sweaty | 0.708 | 0.319–1.570 | 0.395 | 0.831 | 0.596–1.159 | 0.276 | 0.723 | 0.409–1.278 | 0.264 | 0.620 | 0.432–0.888 |
|
| Not fun to walk | 0.602 | 0.318–1.140 | 0.119 | 0.746 | 0.516–1.077 | 0.118 | 0.643 | 0.421–0.981 |
| 0.479 | 0.310–0.741 |
|
| Too much stuff to carry | 0.362 | 0.265–0.494 |
| 0.664 | 0.432–1.020 | 0.061 | 0.312 | 0.222–0.439 |
| 0.541 | 0.350–0.834 |
|
| More difficult to walk than drive | 0.099 | 0.065–0.150 |
| 0.191 | 0.141–0.257 |
| 0.146 | 0.100–0.213 |
| 0.225 | 0.156–0.326 |
|
All italicized numbers represent statistical signifigance based on critical value cut-offs p<0.05 or p<0.01
Multivariate logistic regression analysis to understand the impact perceived barriers have on AST behaviour while controlling for intrapersonal, interpersonal, and physical environmental factors
| Variable | Active Travel to School | Active Travel from School | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Parent Perceptions | Child Perceptions | Parent Perceptions | Child Perceptions | |||||||||
| OR | 95% CI | P | OR | 95% CI |
| OR | 95% CI |
| OR | 95% CI |
| |
| Barriers: Physical Environment | ||||||||||||
| Too far / Takes too much time | 0.399 | 0.216–0.738 |
| – | – | – | 0.577 | 0.322–1.034 | 0.064 | 0.768 | 0.487–1.211 | 0.256 |
| Not enough bike paths | 1.159 | 0.771–1.742 | 0.479 | 0.942 | 0.606–1.465 | 0.791 | 1.312 | 0.861–1.999 | 0.207 | 1.015 | 0.622–1.657 | 0.951 |
| Not enough sidewalks | – | – | – | – | – | – | – | – | – | 0.861 | 0.577–1.285 | 0.464 |
| No bike rack | – | – | – | – | – | – | – | – | – | 1.168 | 0.761–1.792 | 0.477 |
| Not lots of trees | – | – | – | 0.766 | 0.589–0.998 |
| – | – | – | – | – | – |
| Barriers: Safety | ||||||||||||
| Route feels unsafe due to traffic | 0.590 | 0.345–1.008 | 0.053 | 1.034 | 0.640–1.671 | 0.892 | 0.906 | 0.550–1.490 | 0.697 | 0.905 | 0.476–1.719 | 0.760 |
| Too many busy streets | 0.779 | 0.470–1.291 | 0.333 | 1.134 | 0.625–2.059 | 0.678 | 0.589 | 0.344–1.010 | 0.054 | 1.042 | 0.533–1.966 | 0.898 |
| Unsafe for child to walk alone | 0.695 | 0.448–1.080 | 0.106 | 0.627 | 0.392–1.005 | 0.052 | 0.991 | 0.652–1.507 | 0.968 | 0.857 | 0.562–1.307 | 0.473 |
| Unsafe for child to walk with friends | 1.217 | 0.616–2.405 | 0.572 | – | – | – | 0.710 | 0.434–1.161 | 0.173 | 0.852 | 0.426–1.704 | 0.651 |
| Drivers speed on streets | 1.415 | 1.032–1.940 |
| – | – | – | – | – | – | 1.326 | 0.942–1.865 | 0.105 |
| Feels unsafe because of crime | 0.837 | 0.393–1.782 | 0.644 | – | – | – | 0.638 | 0.335–1.214 | 0.171 | 0.446 | 0.233–0.851 |
|
| Barriers: Social | ||||||||||||
| No one to walk with | 0.523 | 0.355–0.768 |
| 0.677 | 0.443–1.034 | 0.071 | 0.517 | 0.300–0.894 |
| 0.621 | 0.374–1.032 | 0.066 |
| Might get bullied/teased | 1.133 | 0.719–1.784 | 0.592 | 0.902 | 0.559–1.456 | 0.672 | 1.056 | 0.626–1.784 | 0.836 | 0.926 | 0.579–1.482 | 0.749 |
| I do not know people in my neighbourhood | 1.162 | 0.829–1.630 | 0.383 | – | – | – | 1.022 | 0.695–1.503 | 0.910 | 0.906 | 0.617–1.330 | 0.614 |
| Barriers: Individual/ Family Preferences | ||||||||||||
| More difficult to walk than drive | 0.130 | 0.083–0.205 |
| 0.197 | 0.141–0.276 |
| 0.197 | 0.123–0.315 |
| 0.243 | 0.168–0.352 |
|
| Too much stuff to carry | 0.936 | 0.558–1.568 | 0.801 | – | – | – | 0.551 | 0.343–0.886 |
| 0.758 | 0.451–1.273 | 0.294 |
| Get too hot/ sweaty | – | – | – | – | – | – | – | – | – | 1.276 | 0.844–1.930 | 0.248 |
| Not fun to walk | – | – | – | – | – | – | 2.449 | 1.252–4.792 |
| 0.917 | 0.575–1.461 | 0.715 |
| Constant | 118.737 | 7.562–1864.471 | 0.001 | 4.066 | 0.385–42.976 | 0.244 | 41.369 | 1.537–832.813 | 0.020 | 2.100 | 0.124–35.486 | 0.607 |
| Sample size (N) | 1169 | 1188 | 1172 | 1046 | ||||||||
| Pseudo R2 | 0.333 | 0.233 | 0.297 | 0.255 | ||||||||
| Log Pseudolikelihood | −470.972 | − 547.689 | −439.301 | −419.026 | ||||||||
All italicized numbers represent statistical signifigance based on critical value cut-offs p<0.05 or p<0.01