| Literature DB >> 29690508 |
Eve Burrows1, Margaret O'Mahony2, Dermot Geraghty3.
Abstract
Parks are an important part of the urban fabric of cities. They offer people the opportunity to connect with nature, engage in physical activity, find a haven away from the city noise, or spend time alone or with family and friends. This study examines the relative importance of park and park visit characteristics for 865 survey participants in Dublin, Ireland. The data is analyzed using a multinomial logistic regression model which can distinguish the relative importance of attributes. The model results demonstrate an improvement over proportional by chance accuracy, indicating that the model is useful. The results suggest that when and why individuals go to the park along with the proximity of their residence to the park influence visit frequency more than their age and gender and more than their impression of the sound levels in the park. The contribution of the results, in terms of their potential usefulness to planners, suggest that the priority should be on the provision of park space close to residential areas, so that individuals can engage in activities such as walking and relaxation, and that the quality of that space, in the context of noise levels at least, is less important.Entities:
Keywords: parks; physical activity; visit frequency
Mesh:
Year: 2018 PMID: 29690508 PMCID: PMC5923857 DOI: 10.3390/ijerph15040815
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 3.390
Variable definition and frequencies.
| Variable Definition | N | % | |
|---|---|---|---|
| Thinking of the park you visit the most, how often do you visit? | More than 3 times per week | 108 | 12.5 |
| Weekly | 239 | 27.6 | |
| Monthly | 280 | 32.4 | |
| Less often than monthly r | 238 | 27.5 | |
| Are you male or female? | Female | 538 | 62.2 |
| Male r | 327 | 37.8 | |
| Please specify your age group? | 18–24 | 474 | 54.8 |
| 25–34 | 134 | 15.5 | |
| 35–49 | 157 | 18.2 | |
| >50 r | 100 | 11.6 | |
| Do you visit the park alone or with others? | Alone | 260 | 30.1 |
| With others | 481 | 55.6 | |
| Both r | 124 | 14.3 | |
| How close do you live to your chosen park? | Within walking distance | 492 | 56.9 |
| Within 10 min driving distance | 176 | 20.3 | |
| More than 10 min driving distance r | 197 | 22.8 | |
| Which of the following days of the week do you use this park? | Weekdays | 206 | 23.8 |
| Any day | 187 | 21.6 | |
| Weekends r | 472 | 54.6 | |
| How long is the average duration of your stay in the park? | < 30 min | 295 | 34.1 |
| 1 h | 443 | 51.2 | |
| 2 or more hours r | 127 | 14.7 | |
| What is your main reason for using this park? | Walking | 293 | 33.9 |
| Jogging/Sport | 89 | 10.3 | |
| Relaxation | 304 | 35.1 | |
| Socialise r | 140 | 16.2 | |
| How would you describe the sound level in the park? | Very quiet | 53 | 6.1 |
| Quiet | 427 | 49.4 | |
| Adequate | 343 | 39.7 | |
| Noisy or very noisy r | 42 | 4.9 | |
| Do you agree this park is valuable as a ‘quiet area’? | Strongly Agree | 340 | 39.3 |
| Somewhat agree | 368 | 42.5 | |
| Neutral | 106 | 12.3 | |
| Somewhat or strongly Disagree r | 51 | 5.9 | |
| Total | 865 | 100 | |
Note: r refers to reference category, i.e., the category against which the other categories are referenced in the multinomial logistic regression (MNL) regression.
Model fitting information and statistical significance of the independent variables.
| Model Fitting Information | ||||
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| Intercept Only | 2193.360 | 402.606 | 63 | 0.000 |
| Final | 1790.760 | |||
| Nagelkerke R2 | 0.4 | |||
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| Intercept | 1790.6 | 0.00 | 0 | |
| Gender | 1799.6 | 8.84 | 3 | 0.03 |
| Age | 1812.2 | 21.42 | 9 | 0.01 |
| Visit the park alone or with others | 1823.8 | 33.02 | 6 | 0.00 |
| Proximity of residence to park | 1860.2 | 69.45 | 6 | 0.00 |
| Days of the week on which visits to park take place | 1923.5 | 132.70 | 6 | 0.00 |
| Duration of stay | 1815.5 | 24.75 | 6 | 0.00 |
| Main reason for using the park | 1833.6 | 42.79 | 9 | 0.00 |
| Sound level in the park | 1806.2 | 15.45 | 9 | 0.08 |
| Agree or disagree that the park is valuable as a quiet area | 1806.6 | 15.80 | 9 | 0.07 |
Note: df = degrees of freedom, Sig = statistical significance.
Multinomial logistic regression parameter estimates.
| Variables | > 3 times per week | Weekly | Monthly | |||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Frequency of park visits a |
| OR | 95% CI |
| OR | 95% CI |
| OR | 95% CI | |
| Gender | Female | 0.25 | 0.71 | 0.35, 1.29 |
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| 0.7 | 0.93 | 0.63, 1.37 |
| Male | - | - | - | - | - | - | - | - | - | |
| Age | 18–24 | 0.44 | 0.71 | 0.3, 1.68 | 0.4 | 1.33 | 0.69, 2.59 |
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| 25–34 | 0.45 | 0.67 | 0.24, 1.89 | 0.27 | 1.55 | 0.72, 3.33 | 0.4 | 1.38 | 0.65, 2.89 | |
| 35–49 | 0.67 | 1.25 | 0.45, 3.4 | 0.1 | 1.87 | 0.88, 3.95 | 0.49 | 1.3 | 0.63, 2.69 | |
| >50 | - | - | - | - | - | - | - | - | - | |
| Visit the park alone or with others | Alone | 0.32 | 1.6 | 0.63, 4.0 | 0.65 | 0.84 | 0.4, 1.76 | 0.15 | 0.6 | 0.3, 1.2 |
| With others |
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| Both | - | - | - | - | - | - | - | - | - | |
| Proximity of residents to park | Within walking distance |
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| Within 10 mins drive |
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| More than 10 mins drive | - | - | - | - | - | - | - | - | - | |
| Days of the week on which visits to the park take place | On weekdays |
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| 0.22 | 1.36 | 0.83, 2.22 |
| Any day |
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| 0.52 | 1.22 | 0.67, 2.22 | |
| Weekends | - | - | - | - | - | - | - | - | - | |
| Duration of stay | <30 mins | 0.66 | 0.77 | 0.25, 2.42 |
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| 0.064 | 0.55 | 0.29, 1.04 |
| 1 hour | 0.77 | 0.85 | 0.29, 2.47 |
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| 0.79 | 0.93 | 0.53, 1.61 | |
| 2 or more hours | - | - | - | - | - | - | - | - | - | |
| Main reason for using the park | Walking |
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| 0.063 | 1.69 | 0.97, 2.94 |
| Jogging/Sport |
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| 0.6 | 1.21 | 0.59, 2.5 | |
| Relaxation | 0.28 | 0.56 | 0.2, 1.58 | 0.98 | 0.99 | 0.54, 1.83 | 0.75 | 1.09 | 0.65, 1.83 | |
| Sound level in the park | Very quiet | 0.24 | 0.37 | 0.07, 1.92 | 0.79 | 1.2 | 0.3, 4.97 | 0.3 | 0.5 | 0.14, 1.85 |
| Quiet | 0.052 | 0.3 | 0.09, 1.0 | 0.99 | 0.99 | 0.31, 3.15 | 0.59 | 0.77 | 0.3, 1.97 | |
| Adequate | 0.054 | 0.31 | 0.1, 1.0 | 0.37 | 1.68 | 0.54, 5.18 | 0.8 | 1.13 | 0.45, 2.8 | |
| Noisy or very noisy | - | - | - | - | - | - | - | - | - | |
| Agree or disagree that the park is valuable as a quiet area | Strongly agree | 0.62 | 1.39 | 0.38, 5.04 | 0.1 | 2.23 | 0.86, 5.84 | 0.1 | 2.05 | 0.87, 4.8 |
| Somewhat agree | 0.83 | 0.88 | 0.26, 2.99 | 0.39 | 1.49 | 0.6, 3.7 | 0.24 | 1.63 | 0.73, 3.65 | |
| Neutral | 0.82 | 1.16 | 0.32, 4.27 | 0.59 | 0.76 | 0.27, 2.1 | 0.78 | 0.88 | 0.36, 2.15 | |
| Somewhat/Strongly disagree | - | - | - | - | - | - | - | - | - | |
a The reference category is: Less often than monthly. Bolded value: p (statistical significance) < 0.05, OR = odds ratio, 95% CI—OR 95% confidence interval.