Exploring the Relationship between Built Environment Attributes and Physical Activity in Lower-Income Aging Adults: Preliminary Insights from a Multi-Level Trial
Abstract
:1. Introduction
2. Materials and Methods
2.1. Study Design
2.1.1. Built Environment Measures
Tools and Measures | Summary | Domains | Citation |
---|---|---|---|
Physical Activity Resource Assessment (PARA) | A researcher-initiated checklist instrument consisting of 37 questions that characterize and rate the quality of PA resources in local neighborhoods. | Community Environment | Lee et al., 2005 [47] |
Neighborhood Environment Walkability Survey—Abbreviated Form (NEWS-A) | A participant-completed survey consisting of 54 questions across 12 domains that measure individual perceptions of the local physical and social environment. | Community Environment | Cerin et al., 2006 [46] |
Community Health Activities Model Program for Seniors (CHAMPS) | An interviewer-administered survey which asks participants to report how frequently and for what duration they usually participated in 41 activities of various intensities over the past four weeks. | Physical Activity | Stewart et al., 2001 [48] |
2.1.2. Physical Activity Behavior Measures
2.1.3. Covariates
2.2. Statistical Analyses
2.2.1. NEWS-A Analysis
2.2.2. PARA Analysis
3. Results
3.1. NEWS-A Participant-Level Findings
3.2. PARA Site-Level Findings
4. Discussion
4.1. Promoting Environmental Justice in Future Research and Policy
4.2. Strengths and Limitations
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Mean (SD) | ||
---|---|---|
Overall SFC Sample (N = 300) | Analytic Sample (N = 255) | |
Sex, n (%) | ||
Male | 79 (26) | 67 (26) |
Female | 221 (74) | 188 (74) |
p = 0.99 | ||
Race/ethnicity, n (%) | ||
African American/Black, non-Hispanic | 10 (3) | 9 (4) |
Asian, non-Hispanic | 53 (18) | 42 (16) |
Native American, non-Hispanic | 2 (1) | 2 (1) |
White, non-Hispanic | 183 (61) | 155 (61) |
Refused race, non-Hispanic | 1 (<1) | 1 (<1) |
Latino/Hispanic ethnicity | 55 (18) | 49 (19) |
Two or more/multiple races | 4 (1) | 3 (1) |
p = 0.99 | ||
Education, n (%) | ||
Less than high school | 7 (2) | 6 (2) |
High school or equivalent | 52 (17) | 43 (17) |
College | 157 (52) | 131 (51) |
Post-graduate | 83 (28) | 74 (29) |
Other | 1 (<1) | 1 (<1) |
p = 1.0 | ||
Annual income, n (%) | ||
<$5000 | 2 (1) | 2 (1) |
$5000–9999 | 9 (3) | 5 (2) |
$10,000–14,999 | 21 (7) | 17 (7) |
$15,000–24,999 | 31 (10) | 27 (11) |
$25,000–34,999 | 18 (6) | 14 (5) |
$35,000–49,999 | 27 (9) | 24 (9) |
$50,000–74,999 | 35 (12) | 29 (11) |
>$75,000 | 85 (28) | 79 (31) |
Do not know or refused | 72 (24) | 58 (23) |
p = 0.99 | ||
Age, mean (SD) | 69.5 (10.3) | 69.4 (10.5) |
p = 0.91 | ||
BMI category, n (%) | ||
Normal (19–24) | 60 (20) | 48 (19) |
Overweight (25–29) | 102 (34) | 87 (34) |
Obese (30–39) | 118 (39.3) | 104 (40) |
Extreme Obesity (40–54) | 18 (6) | 16 (6) |
p = 0.98 | ||
Housing site, n (%) | ||
Site A | 22 (7.3) | 14 (5) |
Site B | 21 (7) | 15 (6) |
Site C | 31 (10) | 21 (8) |
Site D | 14 (5) | 14 (5) |
Site E | 16 (5) | 16 (6) |
Site F | 17 (6) | 15 (6) |
Site G | 41 (14) | 35 (14) |
Site H | 42 (14) | 32 (13) |
Site I | 47 (16) | 47 (18) |
Site J | 49 (16) | 46 (18) |
p = 0.96 |
Total Sample (n = 255) | Older Adults [≥65 yrs] (n = 177) | Midlife Adults [40–64 yrs] (n = 78) | ||||
---|---|---|---|---|---|---|
Unadjusted # β (95% CI) | Adjusted † β (95% CI) | Unadjusted # β (95% CI) | Adjusted † β (95% CI) | Unadjusted # β (95% CI) | Adjusted † β (95% CI) | |
Total walking (min/wk) | ||||||
Residential density | --- | 0.25 [−0.08, 0.58] | --- | 0.27 [−0.12, 0.67] | --- | −0.10 [−0.92, 0.71] |
Stores, facilities, and other things in the neighborhood | −9.59 [−35.40, 16.22] | --- | −32.05 [−65.24, 1.14] | --- | 41.35 [−0.05, 82.75] | --- |
Places for walking/cycling | 30.16 [−7.53, 67.86] | 30.47 [−7.13, 68.07] | 19.95 [−28.79, 68.68] | 30.22 [−19.20, 79.65] | 49.00 [−8.79, 106.79] | 33.85 [−31.29, 99.00] |
Aesthetics | 55.71 ** [20.24, 91.18] | 57.37 ** [20.84, 93.91] | 48.11 ** [2.30, 93.93] | 51.00 ** [2.20, 99.79] | 79.77 ** [22.83, 136.71] | 85.79 ** [14.81, 156.77] |
Total PA (min/wk) | ||||||
Access to services | 40.94 [−14.87, 96.75] | 37.49 [−18.78, 93.76] | 44.74 [−22.82, 112.30] | 36.17 [−32.57, 104.92] | 58.07 [−47.01, 163.16] | 46.68 [−69.02, 162.38] |
Aesthetics | 65.76 [−8.71, 140.24] | 51.60 [−24.36, 127.56] | 71.35 [−21.56, 164.26] | 52.36 [−43.38, 148.10] | 101.61 [−31.48, 234.70] | 125.45 [−35.69, 286.58] |
Total MVPA (min/wk) | ||||||
Lack of parking | −12.60 [−28.13, 2.93] | --- | −12.58 [−32.17, 7.00] | --- | −11.11 [−38.84, 16.62] | --- |
Street connectivity | 21.78 ** [1.22, 42.34] | 24.31 ** [3.22, 45.41] | 32.14 ** [7.49, 56.78] | 34.09 ** [8.91, 59.28] | −17.23 [−58.75, 24.29] | −19.09 [−63.54, 25.35] |
Aesthetics | 16.48 [−7.45, 40.41] | 14.76 [−9.77, 39.29] | 14.42 [−15.48, 44.32] | 8.70 [−22.54, 39.93] | 33.58 [−9.94, 77.09] | 43.71 [−8.54, 95.96] |
Walking (ρ) | Total PA (ρ) | MVPA (ρ) | |
---|---|---|---|
Features | −0.22 | −0.26 | 0.82 ** |
Amenities | −0.20 | −0.32 | 0.19 |
Incivilities | −0.07 | −0.24 | −0.16 |
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Walia, A.S.; King, A.C.; Campero, M.I.; Garcia, D.M.; Lee, R.E.; Zamora, A.N. Exploring the Relationship between Built Environment Attributes and Physical Activity in Lower-Income Aging Adults: Preliminary Insights from a Multi-Level Trial. Int. J. Environ. Res. Public Health 2024, 21, 607. https://doi.org/10.3390/ijerph21050607
Walia AS, King AC, Campero MI, Garcia DM, Lee RE, Zamora AN. Exploring the Relationship between Built Environment Attributes and Physical Activity in Lower-Income Aging Adults: Preliminary Insights from a Multi-Level Trial. International Journal of Environmental Research and Public Health. 2024; 21(5):607. https://doi.org/10.3390/ijerph21050607
Chicago/Turabian StyleWalia, Arjan S., Abby C. King, Maria I. Campero, Dulce M. Garcia, Rebecca E. Lee, and Astrid N. Zamora. 2024. "Exploring the Relationship between Built Environment Attributes and Physical Activity in Lower-Income Aging Adults: Preliminary Insights from a Multi-Level Trial" International Journal of Environmental Research and Public Health 21, no. 5: 607. https://doi.org/10.3390/ijerph21050607