| Literature DB >> 26844156 |
Cynthia K Perry1, Corey Nagel1, Linda K Ko2, Catherine Duggan3, Sandra Linde4, Edgar A Rodriguez5, Beti Thompson2.
Abstract
OBJECTIVE: Latinos and rural residents are less active and have a greater prevalence of overweight/obesity compared with their non-Latino white and urban counterparts. The objective of this study was to assess the active living environment in four rural, predominantly Latino communities.Entities:
Keywords: Active living; Built environment; Hispanic; Latino; Physical activity; Rural
Year: 2015 PMID: 26844156 PMCID: PMC4721311 DOI: 10.1016/j.pmedr.2015.09.001
Source DB: PubMed Journal: Prev Med Rep ISSN: 2211-3355
US census characteristics of towns included in study and Washington State, 2009–2013.
| Town 1 | Town 2 | Town 3 | Town 4 | Washington State | |
|---|---|---|---|---|---|
| Population, N (+/−) | 3227 (44) | 10,893 (73) | 15,940 (67) | 8970 (30) | 6,819,579 (n/a) |
| Hispanic persons, % (+/−) | 89.9 (3.8) | 74.0% (4.1) | 80.7 (3.0) | 80.4 (4.5) | 11.5 (n/a) |
| High school graduate or higher, 25 +, % (+/−) | 44.0 (7.3) | 58.6 (5.8) | 54.2 (4.6) | 46.5 (6.1) | 90.0 (0.1) |
| Median per capita earnings, 25 +, dollars (+/−) | 20,854 (2709) | 23,047 (2024) | 20,993 (2707) | 18,779 (1793) | 39,381 (209) |
| Persons below poverty level, % (+/−) | 34.2 (8.9) | 24.2 (6.2) | 26.1 (6.1) | 35.5 (6.7) | 13.4 (0.2) |
| Median household income, dollars (+/-) | 38,400 (5175) | 39,709 (2656) | 34,698 (5750) | 29,692 (5721) | 59,478 (291) |
| % Owner-occupied housing, % (+/−) | 57.6 (7.4) | 63.6 (6.3) | 56.6 (6.3) | 49.9 (5.9) | 63.2 (0.3) |
| Median home value, dollars (+/−) | 95,000 (8100) | 117,600 (8301) | 118,700 (8066) | 115,400 (9157) | 262,100 (870) |
| Walking, % (+/−) | 1.5 (1.5) | 0.8 (0.7) | 1.8 (2.1) | 1.3 (0.9) | 3.5 (0.1) |
| Bicycle, % (+/−) | 0.0 (3.2) | 0.4 (0.6) | 0.0 (0.6) | 0.0 (1.1) | 0.9 (0.1) |
| Public transportation, % (+/−) | 0.0 (3.2) | 0.0 (0.9) | 2.6 (2.1) | 0.3 (0.5) | 5.8 (0.1) |
RALA segment assessment categories.
| RALA category | Definition |
|---|---|
| Commercial features | Presence of one or more of the following: Restaurant, bar, food market, theater, convenience store, fitness center, small retail, large retail, private medical office, private general office. |
| Public/civic features | Presence of one or more of the following: Library, museum, community center, post office, town offices, courthouse, church/religious building. |
| Activity features | Presence of one or more of the following: Athletic fields/courts, playground, swimming pool. |
| School features | Presence of one or more of the following: Elementary school, middle school, high school, (public or private). |
| Sidewalks | Sidewalks present on one or both sides of the street |
| Shoulder/Buffer | Most sidewalks in the segment have a sidewalk buffer strip separating them from the road or roads have a defined shoulder separating the traffic lanes from the edge of the road. |
| Safety features | Presence of one or more of the following: Crosswalks, pedestrian signage, traffic lights, stop signs, yellow school flashing lights, speed bumps, public lighting. |
| Traffic volume | High: a steady stream of significant traffic |
| Barriers | Significant barriers to pedestrian and bike traffic in the segment, including highway, train tracks, posted private property/no trespassing, construction, natural features (e.g., a river, thick woods, steep terrain) or other obstacle. |
| Aesthetically pleasing | Trained subjective assessment (see methods) |
| Connectivity | Indicates whether non-vehicular routes such as sidewalks, bike paths or trails connect this segment with other parts of town/attractions or with other segments or roads. |
| Global walkability | Trained subjective assessment (see methods) |
In the RALA tool, these features are contained in the ‘public/civic features category’. We split them off in order to specifically examine the presence of parks and playgrounds.
Town program and policy assessment scores.a
| 4 towns | |||||
|---|---|---|---|---|---|
| Domain (domain score) | Town 1 | Town 2 | Town 3 | Town 4 | Overall |
| School location (15) | 15 | 15 | 15 | 15 | 15.0 (0.0) |
| Trails (20) | 8 | 16 | 16 | 8 | 12.0 (4.6) |
| Parks and playgrounds (25) | 16 | 16 | 16 | 16 | 16.0 (0.0) |
| Water activities (10) | 1 | 4 | 4 | 4 | 3.3 (1.5) |
| Recreational facilities (30) | 7 | 19 | 26 | 14 | 14.0 (8.5) |
| Total score (100) | 47 | 70 | 77 | 57 | 62.8 (13.4) |
| Town policies (10) | 10 | 10 | 0 | 3 | 5.8 (5.1) |
| Town programs (30) | 0 | 30 | 26 | 22 | 19.5 (13.4) |
| School policies (30) | 15 | 30 | 15 | 30 | 22.5 (8.7) |
| School programs (30) | 15 | 25 | 30 | 15 | 21.3 (7.5) |
| Total score (100) | 40 | 95 | 71 | 70 | 69 (22.5) |
Program and policy assessment total possible score = 100, town-wide assessment total possible score = 100.
Segment characteristics by town.
| 4 towns | ||||||
|---|---|---|---|---|---|---|
| Town 1 (N = 15) | Town 2 (N = 24) | Town 3 (N = 34) | Town 4 (N = 30) | Total (N = 103) | p-Value | |
| N (%) | ||||||
| Commercial features | 3 (20.0%) | 6 (25.0%) | 16 (47.1%) | 8 (26.7%) | 33 (32.0%) | 0.17 |
| Public/civic features | 3 (20.0%) | 5 (20.8%) | 8 (23.5%) | 6 (20.0%) | 22 (21.4%) | 0.99 |
| Activity features | 1 (6.7%) | 6 (25.0%) | 6 (17.6%) | 8 (26.7%) | 21 (20.4%) | 0.41 |
| School features | 2 (13.3%) | 3 (12.5%) | 8 (23.5%) | 7 (23.3%) | 20 (19.4%) | 0.68 |
| Sidewalks | 3 (20.0%) | 10 (41.7%) | 18 (52.9%) | 13 (43.3%) | 44 (42.7%) | 0.20 |
| Sidewalks: good condition | 3 (20.0%) | 9 (37.5%) | 13 (38.2%) | 8 (26.7%) | 33 (32.0%) | 0.53 |
| Shoulder | 6 (40.0%) | 9 (37.5%) | 19 (55.9%) | 11 (36.7%) | 45 (43.7%) | 0.39 |
| Shoulder: good condition | 3 (20.0%) | 2 (8.3%) | 7 (20.6%) | 6 (20.0%) | 18 (17.5%) | 0.59 |
| Safety features | 6 (40.0%) | 15 (62.5%) | 27 (79.4%) | 23 (76.7%) | 71 (68.9%) | 0.88 |
| Traffic volume: low | 9 (60.0) | 17 (70.8) | 18 (52.9) | 17 (56.7) | 61 (59.2) | 0.57 |
| Traffic volume: medium | 3 (20.0) | 4 (16.7) | 12 (35.3) | 5 (16.7) | 24 (23.3) | 0.29 |
| Traffic volume: high | 3 (20.0) | 3 (12.5) | 4 (11.8) | 8 (26.7) | 18 (17.5) | 0.42 |
| Barriers present | 4 (26.7) | 15 (62.5) | 21 (61.8) | 14 (46.7) | 54 (52.4) | 0.09 |
| Aesthetically pleasing | 2 (13.3%) | 16 (66.7%) | 17 (50.0%) | 15 (50.0%) | 50 (48.5%) | 0.01 |
| Connectivity: good/excellent | 10 (66.7) | 12 (50.0) | 20 (58.8) | 16 (53.3) | 58 (56.3) | 0.75 |
| Walkable | 5 (33.3%) | 14 (58.3%) | 14 (41.2%) | 19 (63.3%) | 52 (50.5%) | 0.14 |
Fisher's exact test.
Segment characteristics by zone.
| Zones | |||||
|---|---|---|---|---|---|
| Town Center (N = 43) | Thoroughfare (N = 33) | Neighborhood (N = 21) | Isolated School (N = 6) | p-Value | |
| N (%) | |||||
| Commercial features | 15 (34.9) | 14 (42.4) | 3 (14.3) | 1 (16.7) | 0.13 |
| Public/civic features | 13 (30.2) | 7 (21.2) | 0 (0.0) | 2 (33.3) | 0.02 |
| Activity features | 11 (25.6) | 5 (15.2) | 2 (9.5) | 3 (50.0) | 0.11 |
| School features | 12 (27.9) | 3 (9.1) | 1 (4.8) | 4 (66.7) | < 0.002 |
| Sidewalks | 25 (58.1) | 14 (42.4) | 2 (9.5) | 3 (50.0) | 0.001 |
| Sidewalks: good condition | 15 (34.9) | 13 (39.4) | 2 (9.5) | 3 (50.0) | 0.05 |
| Shoulder | 8 (18.6) | 22 (66.7) | 12 (57.1) | 3 (50.0) | < 0.001 |
| Shoulder: good condition | 0 (0.0) | 14 (42.4) | 2 (9.5) | 2 (33.3) | < 0.001 |
| Safety features | 43 (100.0) | 23 (69.7) | 14 (66.7) | 5 (83.3) | < 0.001 |
| Traffic volume: low | 32 (74.42) | 7 (21.21) | 17 (80.95) | 5 (83.33) | < 0.001 |
| Traffic volume: medium | 9 (20.93) | 10 (30.3) | 4 (19.05) | 1 (16.67) | 0.77 |
| Traffic volume: high | 2 (4.65) | 16 (48.48) | 0 (0) | 0 (0) | < 0.001 |
| Barriers present | 16 (37.2) | 24 (72.7) | 13 (61.9) | 1 (16.7) | .003 |
| Aesthetically pleasing | 18 (41.9) | 18 (54.5) | 8 (38.1) | 6 (100.0) | 0.04 |
| Connectivity: good/excellent | 37 (86.1) | 16 (48.5) | 3 (14.3) | 2 (33.3) | < 0.001 |
| Walkable | 28 (65.1) | 14 (42.4) | 8 (38.1) | 2 (33.3) | 0.09 |
Fisher's exact test.
Association of segment characteristics with global segment walkability.a
| Feature | OR | Std. err. | P > |t| | 95% CI |
|---|---|---|---|---|
| Public/civic features present | 1.099 | 0.588 | 0.860 | 0.385–3.137 |
| Activity features present | 3.657 | 1.701 | 0.005 | 1.470–9.098 |
| School features present | 1.872 | 0.920 | 0.202 | 0.714–4.907 |
| Sidewalks present-one or both sides of street | 5.408 | 3.352 | 0.006 | 1.605–18.22 |
| Shoulder present | 0.245 | 0.135 | 0.011 | 0.084–0.720 |
| Safety features/crosswalks present | 0.651 | 0.151 | 0.064 | 0.413–1.026 |
| Barriers present | 0.988 | 0.934 | 0.990 | 0.155–6.306 |
| Connective segment | 3.284 | 1.371 | 0.004 | 1.449–7.442 |
Global segment walkability = perceived walkability by trained raters.