If You Build It Will They Come? Park Upgrades, Park Use and Park-Based Physical Activity in Urban Cape Town, South Africa—The SUN Study
Abstract
:1. Introduction
- (1)
- Evaluate the differences in park use and park-based physical activity between one large upgraded park with one income-matched control park as well as three newly developed community parks with three geographically matched parks (Objective 1);
- (2)
- Evaluate the differences in park use and park-based physical activity between two large integrated regional recreational parks in a low-income and high-income setting (Objective 2);
- (3)
- Determine the association between target area features, park use and park-based physical activity across these 10 parks (Objective 3).
2. Materials and Methods
2.1. Research Design and Setting
2.1.1. Intervention and Comparison Parks (Objective 1)
Upgraded Park vs. Non-Upgraded District Parks
Community Smart Parks vs. Control Parks
2.1.2. Integrated Recreational/Regional Parks (Objective 2)
2.1.3. Park Features, Park Use and Park-Based Physical Activity (Objective 3)
2.2. Direct Observation of Park Characteristics and Park Users
- Period of the day: Morning, late morning, early afternoon, late afternoon
- Day of the week: Weekday or weekend
- Age group: Child (≤12 years), teenager (13–20 years), adult (21–59 years), senior adult (≥60 years)
- Gender: Male, female
- Physical activity level: Sedentary, walking, vigorous
- Location in the park (target area)
- Accessible: Not locked or rented to others
- Supervised: By park staff
- Organised activities: Offered by park staff
- Equipped: Loose, non-permanent equipment
- Usable: Not excessively wet or windy, physical activity can be performed
- Dark
- Empty
2.3. Target Area Characteristics
2.4. Statistical Analysis
3. Results
3.1. Overall Findings in the 10 Parks
3.2. Intervention and Comparison Parks (Objective 1)
Subgroups of Intervention and Comparison Parks
3.3. Integrated Recreational/Regional Parks (Objective 2)
3.4. Target Area Features, Park Use and Physical Activity (Objective 3)
3.4.1. Intervention and Control Parks
3.4.2. Integrated Recreational/Regional Parks
3.4.3. Target Area Features, Park Users and Physical Activity
4. Discussion
4.1. Use, Physical Activity and Features in the 10 Parks
4.1.1. Gender, Physical Activity and Park Features
4.1.2. Age Group, Physical Activity and Park Features
4.2. Intervention and Comparison Parks
4.2.1. Upgraded and Non-Upgraded District Parks
4.2.2. Community Smart Parks
4.3. Integrated Recreational/Regional Parks
4.4. Strengths
4.5. Limitations
4.6. Future Direction
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Wolch, J.R.; Byrne, J.; Newell, J.P. Urban green space, public health, and environmental justice: The challenge of making cities “just green enough”. Landsc. Urban Plan. 2014, 125, 234–244. [Google Scholar] [CrossRef] [Green Version]
- Camargo, D.M.; Ramírez, P.C.; Fermino, R.C. Individual and environmental correlates to quality of life in park users in Colombia. Int. J. Environ. Res. Public Health 2017, 14, 1250. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Diez Roux, A.V.; Evenson, K.R.; McGinn, A.P.; Brown, D.G.; Moore, L.; Brines, S.; Jacobs, D.R. Availability of recreational resources and physical activity in adults. Am. J. Public Health 2007, 97, 493–499. [Google Scholar] [CrossRef] [PubMed]
- Christine, P.J.; Auchincloss, A.H.; Bertoni, A.G.; Carnethon, M.R.; Sánchez, B.N.; Moore, K.; Adar, S.D.; Horwich, T.B.; Watson, K.E.; Diez Roux, A.V. Longitudinal Associations between Neighborhood Physical and Social Environments and Incident Type 2 Diabetes Mellitus: The Multi-Ethnic Study of Atherosclerosis (MESA). JAMA Intern. Med. 2015, 175, 1311–1320. [Google Scholar] [CrossRef] [Green Version]
- Wolch, J.; Jerrett, M.; Reynolds, K.; McConnell, R.; Chang, R.; Dahmann, N.; Brady, K.; Gilliland, F.; Su, J.G.; Berhane, K. Childhood obesity and proximity to urban parks and recreational resources: A longitudinal cohort study. Health Place 2011, 17, 207–214. [Google Scholar] [CrossRef] [Green Version]
- Larson, L.R.; Jennings, V.; Cloutier, S.A. Public parks and wellbeing in urban areas of the United States. PLoS ONE 2016, 11, 1–19. [Google Scholar] [CrossRef]
- Perez, L.G.; Arredondo, E.M.; McKenzie, T.L.; Holguin, M.; Elder, J.P.; Ayala, G.X. Neighborhood Social Cohesion and Depressive Symptoms among Latinos: Does Use of Community Resources for Physical Activity Matter? J. Phys. Act. Health 2015, 12, 1361–1368. [Google Scholar] [CrossRef] [Green Version]
- Cohen, D.A.; Sturm, R.; Han, B.; Marsh, T. Quantifying the Contribution of Public Parks to Physical Activity and Health: Introducing SOPARC; RAND Corporation: Santa Monica, CA, USA, 2014; pp. 1–24. [Google Scholar]
- Kaźmierczak, A. The contribution of local parks to neighbourhood social ties. Landsc. Urban Plan. 2013, 109, 31–44. [Google Scholar] [CrossRef]
- Greve, W.; Thomsen, T.; Dehio, C. Does playing pay? The fitness-effect of free play during childhood. Evol. Psychol. 2014, 12, 434–447. [Google Scholar] [CrossRef]
- Vaughan, K.B.; Kaczynski, A.T.; Stanis, S.A.W.; Besenyi, G.M.; Bergstrom, R.; Heinrich, K.M. Exploring the distribution of park availability, features, and quality across Kansas City, Missouri by income and race/ethnicity: An environmental justice investigation. Ann. Behav. Med. 2013, 45, 28–38. [Google Scholar] [CrossRef]
- Bedimo-Rung, A.L.; Mowen, A.J.; Cohen, D.A. The significance of parks to physical activity and public health: A conceptual model. Am. J. Prev. Med. 2005, 28, 159–168. [Google Scholar] [CrossRef]
- Wang, H.; Dai, X.; Wu, J.; Wu, X.; Nie, X. Influence of urban green open space on residents’ physical activity in China. BMC Public Health 2019, 19, 1–12. [Google Scholar] [CrossRef] [Green Version]
- Mayosi, B.M.; Flisher, A.J.; Lalloo, U.G.; Sitas, F.; Tollman, S.M.; Bradshaw, D. The burden of non-communicable diseases in South Africa. Lancet 2009, 374, 934–947. [Google Scholar] [CrossRef]
- Han, B.; Cohen, D.A.; Derose, K.P.; Li, J.; Williamson, S. Violent Crime and Park Use in Low-Income Urban Neighborhoods. Am. J. Prev. Med. 2018, 54, 352–358. [Google Scholar] [CrossRef]
- Meyer, D.F.; Surujlal, J. Participation in sport and recreation in a poor community: Perceived constraints and opportunities. Afr. J. Phys. Health Educ. Recreat. Danc. 2014, 1, 182–195. [Google Scholar]
- Pearce, J.R.; Maddison, R. Do enhancements to the urban built environment improve physical activity levels among socially disadvantaged populations? Int. J. Equity Health 2011, 10, 28. [Google Scholar] [CrossRef] [Green Version]
- Turrell, G.; Haynes, M.; Burton, N.W.; Giles-Corti, B.; Oldenburg, B.; Wilson, L.A.; Giskes, K.; Brown, W.J. Neighborhood Disadvantage and Physical Activity: Baseline Results from the HABITAT Multilevel Longitudinal Study. Ann. Epidemiol. 2010, 20, 171–181. [Google Scholar] [CrossRef] [Green Version]
- Floyd, M.F.; Taylor, W.C.; Whitt-Glover, M. Measurement of Park and Recreation Environments that Support Physical Activity in Low-Income Communities of Color. Highlights of Challenges and Recommendations. Am. J. Prev. Med. 2009, 36, S156–S160. [Google Scholar] [CrossRef]
- Moore, L.V.; Diez Roux, A.V.; Evenson, K.R.; McGinn, A.P.; Brines, S.J. Availability of Recreational Resources in Minority and Low Socioeconomic Status Areas. Am. J. Prev. Med. 2008, 34, 16–22. [Google Scholar] [CrossRef]
- Gordon-Larsen, P.; Nelson, M.; Page, P.; Popkin, B. Inequality in the built environment underlies key health disparities in physical activity and obesity. Pediatrics 2016, 117, 417–424. [Google Scholar] [CrossRef] [Green Version]
- Booth, K.M.; Pinkston, M.M.; Poston, W.S.C. Obesity and the built environment. J. Am. Diet. Assoc. 2005, 105, 110–117. [Google Scholar] [CrossRef] [PubMed]
- Sakip, S.R.M.; Akhir, N.M.; Omar, S.S. Determinant Factors of Successful Public Parks in Malaysia. Procedia Soc. Behav. Sci. 2015, 170, 422–432. [Google Scholar] [CrossRef] [Green Version]
- Roemmich, J.N.; Beeler, J.E.; Johnson, L. A microenvironment approach to reducing sedentary time and increasing physical activity of children and adults at a playground. Prev. Med. 2014, 62, 108–112. [Google Scholar] [CrossRef] [PubMed]
- Ries, A.V.; Voorhees, C.C.; Roche, K.M.; Gittelsohn, J.; Yan, A.F.; Astone, N.M. A Quantitative Examination of Park Characteristics Related to Park Use and Physical Activity among Urban Youth. J. Adolesc. Health 2009, 45, S64–S70. [Google Scholar] [CrossRef]
- Shores, K.A.; West, S.T. The relationship between built park environments and physical activity in four park locations. J. Public Health Manag. Pract. 2008, 14, e9–e16. [Google Scholar] [CrossRef]
- Scott, M.M.; Evenson, K.R.; Cohen, D.A.; Cox, C.E. Comparing perceived and objectively measured access to recreational facilities as predictors of physical activity in adolescent girls. J. Urban Health 2007, 84, 346–359. [Google Scholar] [CrossRef] [Green Version]
- McCormack, G.R.; Rock, M.; Swanson, K.; Burton, L.; Massolo, A. Physical activity patterns in urban neighbourhood parks: Insights from a multiple case study. BMC Public Health 2014, 14, 962–974. [Google Scholar] [CrossRef] [Green Version]
- Veitch, J.; Ball, K.; Crawford, D.; Abbott, G.R.; Salmon, J. Park improvements and park activity: A natural experiment. Am. J. Prev. Med. 2012, 42, 616–619. [Google Scholar] [CrossRef] [Green Version]
- Turok, I.; Parnell, S. Reshaping cities, rebuilding nations: The role of national urban policies. Urban Forum 2009, 20, 157–174. [Google Scholar] [CrossRef]
- CSIR. Forward Planning 2030: Social Facilities in Cape Town. Accessibility and Backlog Determination: Parks. Final Report; CSIR: Cape Town, South Africa, 2014. [Google Scholar]
- City of Cape Town. Smart Parks: An Approach to the Planning of Public Parks. Available online: http://www.capetown.gov.za/en/WDC2014/Projects/WDC_project_059.pdf (accessed on 24 September 2016).
- Veitch, J.; Salmon, J.; Crawford, D.; Abbott, G.; Giles-Corti, B.; Carver, A.; Timperio, A. The REVAMP natural experiment study: The impact of a play-scape installation on park visitation and park-based physical activity. Int. J. Behav. Nutr. Phys. Act. 2018, 15, 1–14. [Google Scholar] [CrossRef] [Green Version]
- Milat, A.J.; Laws, R.; King, L.; Newson, R.; Rychetnik, L.; Rissel, C.; Bauman, A.E.; Redman, S.; Bennie, J. Policy and practice impacts of applied research: A case study analysis of the New South Wales Health Promotion Demonstration Research Grants Scheme 2000–2006. Health Res. Policy Syst. 2013, 11, 5. [Google Scholar] [CrossRef]
- Hino, A.A.F.; Reis, R.S.; Ribeiro, I.C.; Parra, D.C.; Brownson, R.C.; Fermino, R.C. Using observational methods to evaluate public open spaces and physical activity in Brazil. J. Phys. Act. Health 2010, 7, S146–S154. [Google Scholar] [CrossRef]
- City of Cape Town. Business Plan for Cape Town Stadium and Green Point Park. A Public Information Summary and Report; City of Cape Town: Cape Town, South Africa, 2012. [Google Scholar]
- Cohen, D.A.; Lapham, S.; Evenson, K.R.; Williamson, S.; Golinelli, D.; Ward, P.; Hillier, A.; McKenzie, T.L. Use of neighbourhood parks: Does socioeconomic status matter? A four city study. Public Health 2013, 127, 325–332. [Google Scholar] [CrossRef] [Green Version]
- McKenzie, T.L.; Cohen, D.A.; Sehgal, A.; Williamson, S.; Golinelli, D. System for Observing Play and Recreation in Communities (SOPARC): Reliability and Feasibility Measures. J. Phys. Act. Health 2006, 3, S208–S222. [Google Scholar] [CrossRef] [Green Version]
- Ridgers, N.D.; Stratton, G.; McKenzie, T.L. Reliability and validity of the System for Observing Children’s Activity and Relationships during Play (SOCARP). J. Phys. Act. Health 2010, 7, 17–25. [Google Scholar] [CrossRef]
- Mckenzie, T.L.; Cohen, D.A. SOPARC (System for Observing Play and Recreation in Communities). Description and Procedures Manual; 2006. Available online: https://activelivingresearch.org/sites/activelivingresearch.org/files/SOPARC_Protocols.pdf (accessed on 26 December 2022).
- City of Cape Town. City of Cape Recreation Study; City of Cape Town: Cape Town, South Africa, 2011. [Google Scholar]
- Cohen, D.A.; Setodji, C.; Evenson, K.R.; Ward, P.; Lapham, S.; Hillier, A.; McKenzie, T.L. How much observation is enough? Refining the administration of SOPARC. J. Phys. Act. Health 2011, 8, 1117–1123. [Google Scholar] [CrossRef] [Green Version]
- Evenson, K.R.; Jones, S.A.; Holliday, K.M.; Cohen, D.A.; McKenzie, T.L. Park characteristics, use, and physical activity: A review of studies using SOPARC (System for Observing Play and Recreation in Communities). Prev. Med. 2016, 86, 153–166. [Google Scholar] [CrossRef] [Green Version]
- Babey, S.H.; Tan, D.; Wolstein, J.; Diamant, A.L. Neighborhood, family and individual characteristics related to adolescent park-based physical activity. Prev. Med. 2015, 76, 31–36. [Google Scholar] [CrossRef]
- Floyd, M.F.; Bocarro, J.N.; Smith, W.R.; Baran, P.K.; Moore, R.C.; Cosco, N.G.; Edwards, M.B.; Suau, L.J.; Fang, K. Park-based physical activity among children and adolescents. Am. J. Prev. Med. 2011, 41, 258–265. [Google Scholar] [CrossRef]
- Cohen, D.A.; McKenzie, T.L.; Sehgal, A.; Williamson, S.; Golinelli, D.; Lurie, N. Contribution of public parks to physical activity. Am. J. Public Health 2007, 97, 509–514. [Google Scholar] [CrossRef]
- Groenewald, P.; Msemburi, W.; Morden, E.; Zinyakatira, N.; Neethling, I.; Daniels, J.; Evans, J.; Cornelius, K.; Berteler, M.; Martin, L.; et al. Western Cape Mortality Profile 2011; South African Medical Research Council: Cape Town, South Africa, 2014; ISBN 9781920618230. [Google Scholar]
- Tu, H.; Liao, X.; Schuller, K.; Cook, A.; Fan, S.; Lan, G.; Lu, Y.; Yuan, Z.; Moore, J.B.; Maddock, J.E. Insights from an observational assessment of park-based physical activity in Nanchang, China. Prev. Med. Rep. 2015, 2, 930–934. [Google Scholar] [CrossRef] [PubMed]
- Knapp, M.; Gustat, J.; Darensbourg, R.; Myers, L.; Johnson, C. The relationships between park quality, park usage, and levels of physical activity in low-income, African American neighborhoods. Int. J. Environ. Res. Public Health 2019, 16, 85. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- King, D.K.; Litt, J.; Hale, J.; Burniece, K.M.; Ross, C. “The park a tree built”: Evaluating how a park development project impacted where people play. Urban For. Urban Green. 2015, 14, 293–299. [Google Scholar] [CrossRef]
- Lindberg, M.; Schipperijn, J. Active use of urban park facilities—Expectations versus reality. Urban For. Urban Green. 2015, 14, 909–918. [Google Scholar] [CrossRef]
- Cohen, D.A.; Han, B.; Isacoff, J.; Shulaker, B.; Williamson, S. Renovations of neighbourhood parks: Long-term outcomes on physical activity. J. Epidemiol. Community Health 2019, 73, 214–218. [Google Scholar] [CrossRef]
- Cohen, D.A.; Han, B.; Nagel, C.J.; Harnik, P.; McKenzie, T.L.; Evenson, K.R.; Marsh, T.; Williamson, S.; Vaughan, C.; Katta, S. The First National Study of Neighborhood Parks. Implications for Physical Activity. Am. J. Prev. Med. 2016, 51, 419–426. [Google Scholar] [CrossRef] [Green Version]
- Devereux-Fitzgerald, A.; Powell, R.; Dewhurst, A.; French, D.P. The acceptability of physical activity interventions to older adults: A systematic review and meta-synthesis. Soc. Sci. Med. 2016, 158, 14–23. [Google Scholar] [CrossRef]
- Pleson, E.; Nieuwendyk, L.M.; Lee, K.K.; Chaddah, A.; Nykiforuk, C.I.J.; Schopflocher, D. Understanding older adults’ usage of community green spaces in Taipei, Taiwan. Int. J. Environ. Res. Public Health 2014, 11, 1444–1464. [Google Scholar] [CrossRef] [Green Version]
- Besenyi, G.M.; Kaczynski, A.T.; Wilhelm Stanis, S.A.; Vaughan, K.B. Demographic variations in observed energy expenditure across park activity areas. Prev. Med. 2013, 56, 79–81. [Google Scholar] [CrossRef]
- Veitch, J.; Flowers, E.; Ball, K.; Deforche, B.; Timperio, A. Designing parks for older adults: A qualitative study using walk-along interviews. Urban For. Urban Green. 2020, 54, 126768. [Google Scholar] [CrossRef]
- Cunningham-Myrie, C.A.; Royal-Thomas, T.Y.N.; Bailey, A.E.; Gustat, J.; Theall, K.P.; Harrison, J.E.; Reid, M.E. Use of a public park for physical activity in the Caribbean: Evidence from a mixed methods study in Jamaica. BMC Public Health 2019, 19, 1–12. [Google Scholar] [CrossRef]
- Cohen, D.; Han, B.; Isacoff, J.; Shulaker, B.; Williamson, S.; Marsh, T.; McKenzie, T.L.; Weir, M.; Bhatia, R. Impact of park renovations on park use and park-based physical activity. J. Phys. Act. Health 2015, 12, 289–295. [Google Scholar] [CrossRef]
- Tester, J.; Baker, R. Making the playfields even: Evaluating the impact of an environmental intervention on park use and physical activity. Prev. Med. 2009, 48, 316–320. [Google Scholar] [CrossRef]
- Cohen, D.A.; Marsh, T.; Williamson, S.; Han, B.; Derose, K.P.; Golinelli, D.; McKenzie, T.L. The potential for pocket parks to increase physical activity. Am. J. Health Promot. 2014, 28, S19–S26. [Google Scholar] [CrossRef] [Green Version]
- Fontán-Vela, M.; Rivera-Navarro, J.; Gullón, P.; Díez, J.; Anguelovski, I.; Franco, M. Active use and perceptions of parks as urban assets for physical activity: A mixed-methods study. Health Place 2021, 71, 102660. [Google Scholar] [CrossRef]
- Cohen, D.; Han, B.; Derose, K.; Williamson, S.; Marsh, T.; Rudick, J.; McKenzie, T. Neighborhood poverty, park use, and park-based physical activity in a Southern California City. Soc. Sci. Med. 2012, 75, 2317–2325. [Google Scholar] [CrossRef] [Green Version]
- Honiball, J. Engineering Sustainable Public Parks Residential Areas of Cities in South Africa. Ph.D. Thesis, Central University of Technology, Bloemfontein, South Africa, 2020. [Google Scholar]
- Kaczynski, A.T.; Johnson, A.J.; Saelens, B.E. Neighborhood land use diversity and physical activity in adjacent parks. Health Place 2010, 16, 413–415. [Google Scholar] [CrossRef]
- Zhang, R.; Duan, Y.; Brehm, W.; Wagner, P. Socioecological correlates of park-based physical activity in older adults: A comparison of Hong Kong and Leipzig parks. Int. J. Environ. Res. Public Health 2019, 16, 3048. [Google Scholar] [CrossRef] [Green Version]
- Kaczynski, A.T.; Besenyi, G.M.; Stanis, S.A.W.; Koohsari, M.J.; Oestman, K.B.; Bergstrom, R.; Potwarka, L.R.; Reis, R.S. Are park proximity and park features related to park use and park-based physical activity among adults? Variations by multiple socio-demographic characteristics. Int. J. Behav. Nutr. Phys. Act. 2014, 11, 146. [Google Scholar] [CrossRef]
Objective | Park Name | Park Category | Description |
---|---|---|---|
1 | Nantes Park (intervention) | District Park |
|
Westridge Gardens (control) |
| ||
1 | NY144 Park; Manyanani Park; Longmead Park (controls) | Community Park |
|
NY 110 Smart Park; Mandela Smart Park; Symphony Way (Blikkiesdorp) Smart Park (interventions) | Community Smart Park (category of Community Park) |
| |
2 | Green Point Urban Park (intervention-high-income area) | Regional Park |
|
Valhalla Park Family Recreation Centre (intervention-lower-income area) |
|
INTERVENTION PARKS | CONTROL PARKS |
---|---|
Nantes Park | Westridge Gardens |
Pre-existing features
|
|
NY 110 Smart Park | NY144 Park |
|
|
Mandela Smart Park | Manyanani Park |
|
|
Symphony Way (Blikkiesdorp) Smart Park | Longmead Park |
|
|
Intervention (n = 2519) | Comparison (n = 1432) | X2 (do) | Cramér’s V | p | |
---|---|---|---|---|---|
Sex, n (%) | |||||
Female | 1024 (40.7) | 590 (41.2) | 0.11 (1) | 0.005 | 0.735 |
Male | 1495 (59.3) | 842 (58.8) | |||
Age group, n (%) | |||||
Child | 1474 (58.5) | 694 (48.5) | 50.79 (2) | 0.113 | <0.001 |
Teen | 519 (20.6) | 303 (21.2) | |||
Adult | 526 (20.9) | 435 (30.4) | |||
Females, n (5%) | |||||
Child | 608 (59.4) | 290 (49.1) | 18.55 (2) | 0.107 | <0.001 |
Teen | 183 (17.9) | 114 (19.3) | |||
Adult | 233 (22.7) | 186 (31.5) | |||
Males, n (%) | |||||
Child | 866 (57.9) | 404 (48.0) | 32.91 (2) | 0.119 | <0.001 |
Teen | 336 (22.5) | 189 (22.4) | |||
Adult | 293 (19.6) | 249 (29.6) | |||
Day of week, n (%) | |||||
Weekday | 897 (35.6) | 435 (30.4) | 11.18 (1) | 0.053 | 0.001 |
Weekend | 1622 (64.4) | 997 (69.6) | |||
Period of day, n (%) | |||||
Morning | 157 (6.2) | 59 (4.1) | 75.92 (3) | 0.139 | <0.001 |
Late morning | 582 (23.1) | 189 (13.2) | |||
Early afternoon | 794 (31.5) | 480 (33.5) | |||
Late afternoon | 986 (39.2) | 704 (49.2) | |||
Activity level, n (%) | |||||
Sedentary | 1563 (62.1) | 850 (59.4) | 14.43 (2) | 0.06 | 0.001 |
Walking | 507 (20.1) | 360 (25.1) | |||
Vigorous | 449 (17.8) | 222 (15.5) |
Intervention | Comparison | |||
---|---|---|---|---|
OR for PA (95% CI) | p | OR for PA (95% CI) | p | |
Sex | ||||
Female (ref) | 1.00 | 1.00 | ||
Male | 1.74 (1.47, 2.06) | <0.001 | 1.25 (1.01, 1.55) | 0.04 |
Age group | ||||
Child (ref) | 1.00 | 1.00 | ||
Teen | 0.93 (0.75, 1.14) | 0.465 | 0.62 (0.47, 0.83) | 0.001 |
Adult | 0.91 (0.74, 1.11) | 0.351 | 0.74 (0.58, 0.94) | 0.016 |
Females | ||||
Child (ref) | 1.00 | 1.00 | ||
Teen | 0.70 (0.49, 1.02) | 0.061 | 0.76 (0.49, 1.18) | 0.220 |
Adult | 0.73 (0.52, 1.01) | 0.060 | 0.72 (0.50, 1.04) | 0.077 |
Males | ||||
Child (ref) | 1.00 | 1.00 | ||
Teen | 1.03 (0.81, 1.32) | 0.799 | 0.65 (0.47, 0.91) | 0.012 |
Adult | 1.14 (0.88, 1.47) | 0.326 | 0.97 (0.72, 1.31) | 0.839 |
Day of the week | ||||
Weekend day (ref) | 1.00 | 1.00 | ||
Week day | 1.16 (0.98, 1.37) | 0.078 | 1.37 (1.09, 1.72) | 0.007 |
Period of the day | ||||
Morning (ref) | 1.00 | 1.00 | ||
Late-morning 1 | 0.53 (0.37, 0.78) | 0.001 | 0.82 (0.45, 1.52) | 0.535 |
Afternoon 2 | 0.59 (0.42, 0.84) | 0.003 | 0.97 (0.55, 1.71) | 0.926 |
Late-afternoon 2 | 0.47 (0.33, 0.65) | <0.001 | 0.72 (0.42, 1.25) | 0.243 |
Park by intervention | ||||
Intervention (ref) | 1.00 | - | ||
Comparison | 1.48 (1.30, 1.69) 3 | <0.001 | - |
Upgraded District Park | Non-Upgraded District Park | Smart Parks | Non-Upgraded Community Parks | |||||
---|---|---|---|---|---|---|---|---|
OR for PA (95% CI) | p | OR for PA (95% CI) | p | OR for PA (95% CI) | p | OR for PA (95% CI) | p | |
Sex: | ||||||||
Female (ref) | 1.00 | 1.00 | 1.00 | 1.00 | ||||
Male | 1.39 (1.06, 1.83) | 0.019 | 1.63 (1.23, 2.16) | 0.001 | 1.90 (1.53, 2.35) | <0.001 | 0.92 (0.66, 1.29) | 0.645 |
Age group: | ||||||||
Child (ref) | 1.00 | 1.00 | 1.00 | 1.00 | ||||
Teen | 0.98 (0.62, 1.40) | 0.937 | 2.08 (1.42, 3.03) | <0.001 | 0.98 (0.75, 1.28) | 0.895 | 1.12 (0.68, 1.87) | 0.646 |
Adult | 0.89 (0.65, 1.21) | 0.445 | 1.91 (1.39, 2.61) | <0.001 | 0.82 (0.87, 1.67) | 0.294 | 0.99 (0.65, 1.50) | 0.968 |
Females: | ||||||||
Child (ref) | 1.00 | 1.00 | 1.00 | 1.00 | ||||
Teen | 1.60 (0.86, 2.93) | 0.131 | 2.44 (1.30, 4.58) | 0.006 | 1.57 (0.97, 2.53) | 0.065 | 0.75 (0.34, 1.63) | 0.476 |
Adult | 2.01 (1.24, 3.27) | 0.005 | 2.26 (1.41, 3.62) | 0.001 | 0.87 (0.52,1.47) | 0.611 | 0.81 (0.39, 1.67) | 0.570 |
Males: | ||||||||
Child (ref) | 1.00 | 1.00 | 1.00 | 1.00 | ||||
Teen | 0.72 (0.45, 1.14) | 0.016 | 2.03 (1.25, 3.30) | 0.004 | 0.78 (0.56, 1.08) | 0.134 | 1.64 (0.80, 3.30) | 0.172 |
Adult | 0.47 (0.31, 0.73) | 0.001 | 1.65 (1.08, 2.54) | 0.021 | 0.76 (0.51, 1.17) | 0.219 | 1.09 (0.65, 1.82) | 0.726 |
Day of the week: | ||||||||
Weekend day (ref) | 1.00 | 1.00 | 1.00 | 1.00 | ||||
Week day | 1.11 (0.84, 1.47) | 0.439 | 1.46 (1.06, 2.00) | 0.021 | 1.28 (1.03, 1.59) | 0.026 | 1.48 (1.05, 2.08) | 0.022 |
Period of the day: | ||||||||
Morning (ref) | 1.00 | 1.00 | 1.00 | 1.00 | ||||
Late-morning 1 | 2.42 (1.19, 4.92) | 0.015 | 0.74 (0.11, 5.02) | 0.760 | 1.93 (1.20, 3.12) | 0.006 | 1.45 (0.73, 2.91) | 0.219 |
Afternoon 2 | 2.18 (1.19, 3.98) | 0.011 | 3.33 (0.63, 17.58) | 0.157 | 1.42 (0.90, 2.24) | 0.127 | 0.84 (0.41, 1.73) | 0.651 |
Late-afternoon 2 | 2.26 (1.26, 4.05) | 0.006 | 3.27 (0.62, 17.18) | 0.162 | 1.95 (1.25, 3.04) | 0.003 | 1.51 (0.79, 2.91) | 0.209 |
Park by intervention: | ||||||||
Comparison (ref) | 1.00 | - | 1.00 | - | ||||
Intervention | 0.56 (0.46, 0.69) 3 | <0.001 | - | 1.42 (1.16–1.74) 4 | <0.001 | - |
Green Point Park (n = 2135) | VPFRC (n = 1111) | X2 (df) | Cramér’s V | p | |
---|---|---|---|---|---|
Sex, n (%) | |||||
Female | 1205 (56.4) | 320 (28.8) | 224.1 (1) | −0.26 | <0.001 |
Male | 930 (43.6) | 791 (71.2) | |||
Age group, n (%) | |||||
Child | 969 (45.4) | 688 (61.9) | 464.1 (2) | 0.38 | <0.001 |
Teen | 109 (5.1) | 251 (22.6) | |||
Adult | 1057 (49.5) | 172 (15.5) | |||
Females, n (%) | |||||
Child | 461 (38.3) | 232 (72.5) | 229.7 (2) | 0.39 | <0.001 |
Teen | 73 (6.0) | 59 (18.4) | |||
Adult | 671 (55.7) | 29 (9.1) | |||
Males, n (%) | |||||
Child | 508 (54.6) | 456 (57.6) | 211.3 (2) | 0.35 | <0.001 |
Teen | 36 (3.9) | 192 (24.3) | |||
Adult | 386 (41.5) | 143 (18.1) | |||
Day of week, n (%) | |||||
Weekday | 897 (42.0) | 534 (48.1) | 10.8 (1) | 0.06 | 0.001 |
Weekend | 1238 (58.0) | 577 (51.9) | |||
Period of day, n (%) | |||||
Morning | 18 (0.9) | 39 (3.5) | 46.9 (3) | 0.12 | <0.001 |
Late morning | 589 (27.6) | 231 (20.8) | |||
Early afternoon | 1079 (50.5) | 618 (55.6) | |||
Late afternoon | 449 (21.0) | 223 (20.1) | |||
Activity level, n (%) | |||||
Sedentary | 1522 (71.3) | 577 (51.9) | 143.8 (2) | 0.21 | <0.001 |
Walking | 399 (18.7) | 275 (24.8) | |||
Vigorous | 214 (10.0) | 259 (23.3) |
Green Point Park | VPFRC | |||
---|---|---|---|---|
OR (95% CI) | p | OR (95% CI) | p | |
Sex: | ||||
Female (ref) | 1.00 | 1.00 | ||
Male | 1.42 (1.18, 1.72) | <0.001 | 0.97 (0.76, 1.27) | 0.874 |
Age group: | ||||
Child (ref) | 1.00 | 1.00 | ||
Teen | 0.40 (0.25, 0.65) | <0.001 | 0.74 (0.55, 0.99) | 0.05 |
Adult | 0.36 (0.29, 0.44) | <0.001 | 0.83 (0.60, 1.17) | 0.291 |
Day of the week: | ||||
Weekend day (ref) | 1.00 | 1.00 | ||
Week day | 0.99 (0.82, 1.20) | 0.958 | 1.46 (1.16, 1.86) | 0.002 |
Period of the day: | ||||
Morning (ref) | 1.00 | 1.00 | ||
Late-morning 1 | 0.03 (0.004, 0.22) | 0.001 | 0.76 (0.37, 1.55) | 0.453 |
Afternoon 2 | 0.02 (0.003, 0.15) | <0.001 | 0.54 (0.28, 1 05) | 0.071 |
Late-afternoon 2 | 0.03 (0.003, 0.20) | <0.001 | 0.59 (0.28, 1.22) | 0.155 |
Park by SES: | ||||
Low VPFRC | 1.00 | - | ||
High GPP | 0.21 (0.14, 0.32) 3 | <0.001 | - |
Independent Variables | Gender | Age Group | ||||||||
---|---|---|---|---|---|---|---|---|---|---|
(Referent) | Female | Male | Child (≤12 Years) | Teen (13–20 Years) | Adult (≥21 Years) | |||||
OR | 95% CI | OR | 95% CI | OR | 95% CI | OR | 95% CI | OR | 95% CI | |
Play areas: | ||||||||||
Play areas for younger | 2.62 | 2.20–3.12 | 0.38 | 0.32–0.46 | 0.79 | 0.67–0.94 | 0.79 | 0.62–1.01 | 1.10 | 0.91–1.32 |
Play areas for older | 2.08 | 1.82–2.38 | 0.48 | 0.42–0.55 | 1.08 | 0.95–1.24 | 0.19 | 0.14–0.26 | 0.96 | 0.82–1.11 |
Play areas for all ages | 1.25 | 1.11–1.41 | 0.80 | 0.71–0.90 | 3.17 | 2.78–3.62 | 0.41 | 0.33–0.51 | 0.54 | 0.47–0.63 |
Play areas combined | 2.25 | 2.05–2.48 | 0.44 | 0.40–0.49 | 1.90 | 1.72–2.09 | 0.31 | 0.26–0.36 | 0.70 | 0.63–0.78 |
Active recreation: | ||||||||||
Skate park | 0.26 | 0.20–0.32 | 3.89 | 3.09–4.88 | 0.65 | 0.54–0.79 | 3.39 | 2.76–4.17 | 0.61 | 0.49–0.76 |
Multi-purpose courts | 0.16 | 0.13–0.22 | 5.91 | 4.53–7.72 | 1.00 | 0.83–1.22 | 1.71 | 1.37–2.15 | 0.65 | 0.49–0.84 |
Outdoor gym | 1.08 | 0.87–1.34 | 0.93 | 0.75–1.15 | 0.49 | 0.39–0.62 | 0.78 | 0.57–1.01 | 2.19 | 1.74–2.74 |
Sport: | ||||||||||
Soccer | 0.12 | 0.08–1.17 | 8.50 | 5.89–12.26 | 1.23 | 0.99–1.52 | 1.50 | 1.16–1.94 | 0.71 | 0.55–0.92 |
Netball/basketball courts | 0.84 | 0.54–1.32 | 1.18 | 0.76–1.85 | 3.09 | 1.84–5.20 | 0.74 | 0.38–1.43 | 0.33 | 0.16–0.66 |
Green open areas | 1.03 | 0.93–1.15 | 0.97 | 0.87–1.08 | 0.48 | 0.43–0.54 | 1.63 | 1.42–1.87 | 1.70 | 1.52–1.91 |
Seated picnic areas | 2.04 | 1.57–2.64 | 0.49 | 0.38–0.64 | 0.46 | 0.35–0.60 | 0.72 | 0.49–1.06 | 3.26 | 2.48–4.28 |
Independent Variable | Gender | Age Group | ||||||||
---|---|---|---|---|---|---|---|---|---|---|
(Referent) | Female | Male | Child (≤12 Years) | Teen (13–20 Years) | Adult (≥21 Years) | |||||
OR | 95% CI | OR | 95% CI | OR | 95% CI | OR | 95% CI | OR | 95% CI | |
Play areas: | ||||||||||
Play areas for younger children | 0.69 | 0.48–01.00 | 1.44 | 1.00–2.10 | 1.84 | 1.28–2.65 | 0.7 | 0.40–1.24 | 0.52 | 0.34–0.81 |
Play areas for older children | 0.61 | 0.47–0.79 | 1.63 | 1.26–2.12 | 2.34 | 1.79–3.07 | 1.39 | 0.74–2.61 | 0.33 | 0.24–0.47 |
Play areas for all ages | 0.70 | 0.56–0.89 | 1.42 | 1.13–1.79 | 1.34 | 1.03–1.73 | 1.00 | 0.66–1.51 | 0.69 | 0.51–0.93 |
Play areas combined | 0.65 | 0.56–0.76 | 1.50 | 1.31–1.79 | 1.81 | 1.54–2.13 | 0.93 | 0.70–1.25 | 0.49 | 0.40–0.60 |
Active recreation: | ||||||||||
Skate park | 0.95 | 0.62–1.46 | 1.05 | 0.68–1.61 | 1.73 | 1.21–2.48 | 0.43 | 0.30–0.63 | 1.41 | 0.95–2.10 |
Multi-purpose courts | 0.51 | 0.31–0.87 | 1.95 | 1.16–3.28 | 0.57 | 0.40–0.81 | 1.79 | 1.20–2.68 | 1.26 | 0.76–2.07 |
Outdoor gym | 1.2 | 0.78–1.83 | 0.83 | 0.54–1.28 | 1.32 | 0.85–2.05 | 0.54 | 0.29–1.02 | 1.00 | 0.65–1.53 |
Sport: | ||||||||||
Soccer | 0.31 | 0.12–0.82 | 3.26 | 1.22–8.69 | 1.97 | 1.26–3.08 | 0.49 | 0.28–0.88 | 0.74 | 0.43–1.26 |
Netball/basketball courts | 6.97 | 2.59–18.75 | 0.14 | 0.05–0.39 | 0.08 | 0.02–0.29 | 7.08 | 1.40–35.8 | 14.46 | 1.71–122.10 |
Green open areas | 0.62 | 0.51–0.76 | 1.60 | 1.32–1.95 | 2.24 | 1.84–2.73 | 0.82 | 0.65–1.04 | 0.51 | 0.41–0.62 |
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Bartels, C.A.; Lambert, E.V.; Young, M.E.M.; Kolbe-Alexander, T. If You Build It Will They Come? Park Upgrades, Park Use and Park-Based Physical Activity in Urban Cape Town, South Africa—The SUN Study. Int. J. Environ. Res. Public Health 2023, 20, 2574. https://doi.org/10.3390/ijerph20032574
Bartels CA, Lambert EV, Young MEM, Kolbe-Alexander T. If You Build It Will They Come? Park Upgrades, Park Use and Park-Based Physical Activity in Urban Cape Town, South Africa—The SUN Study. International Journal of Environmental Research and Public Health. 2023; 20(3):2574. https://doi.org/10.3390/ijerph20032574
Chicago/Turabian StyleBartels, Clare A., Estelle V. Lambert, Marié E. M. Young, and Tracy Kolbe-Alexander. 2023. "If You Build It Will They Come? Park Upgrades, Park Use and Park-Based Physical Activity in Urban Cape Town, South Africa—The SUN Study" International Journal of Environmental Research and Public Health 20, no. 3: 2574. https://doi.org/10.3390/ijerph20032574
APA StyleBartels, C. A., Lambert, E. V., Young, M. E. M., & Kolbe-Alexander, T. (2023). If You Build It Will They Come? Park Upgrades, Park Use and Park-Based Physical Activity in Urban Cape Town, South Africa—The SUN Study. International Journal of Environmental Research and Public Health, 20(3), 2574. https://doi.org/10.3390/ijerph20032574