Loneliness and Life Satisfaction Explained by Public-Space Use and Mobility Patterns
Abstract
:1. Introduction
2. Literature Review
2.1. Personal Characteristics
2.2. Mobility
2.3. Social Neighborhood Characteristics
3. Materials and Methods
3.1. Measurement
3.1.1. Personal Characteristics
3.1.2. Mobility
3.1.3. Social Neighborhood Characteristics
3.1.4. Use of Public Space
3.1.5. Loneliness
3.1.6. Life Satisfaction
3.2. Data Collection
3.3. Analytical Approach
4. Results
4.1. Sample Description and Personal Characteristics
4.2. Path Analysis
4.3. Relationships Path Model
4.3.1. Recreational Use
4.3.2. Purposeful Use and Cycling
4.3.3. Active Use
4.3.4. Passive Use
4.3.5. Visiting Green Spaces
4.3.6. Loneliness
4.3.7. Life Satisfaction
5. Discussion
6. Limitations
7. Conclusions
Author Contributions
Funding
Conflicts of Interest
Appendix A
- Component 1 ‘Recreational use’: This component loads on parks, walking, visiting green spaces, visiting them for pleasure, and walking with the dog. All of these items are based on visiting a park or other green space for recreational purposes.
- Component 2 ‘Purposeful use and cycling’: This component loads on bicycling, visiting someone or a specific place, and making purchases. The items of the second component consist of visits to specific places and cycling.
- Component 3 ‘Gardening’: This component loads on community garden and gardening in a community garden, day recreational area, and agricultural area. The items all specify a type of public space that can be used for specific purposes, such as gardening.
- Component 4 ‘Active use’: This component loads on picnicking, running, and visiting a restaurant and other places. The component exists of items that are active of nature, such as visiting places and running.
- Component 5 ‘Passive use’: This component loads on outdoor sitting and watching, other activities, waiting at a bus stop, and gathering outdoors. These uses of public space are all quite passive and do not involve high levels of physical activity.
- Component 6 ‘Visit green space’: This component loads on sports fields and forests. The two items are examples of types of green spaces that can be used, usually at the outskirts of a city.
Public-Space Use | ||||||
---|---|---|---|---|---|---|
Rotated Factor Loadings | ||||||
Recreational Use | Purposeful Use and Cycling | Gardening | Active Use | Passive Use | Green Space | |
Park | 0.809 | 0.066 | −0.022 | 0.207 | 0.182 | 0.136 |
Walking | 0.743 | 0.203 | 0.093 | −0.031 | −0.054 | 0.038 |
To visit green space | 0.732 | 0.114 | 0.152 | 0.249 | 0.082 | 0.001 |
For pleasure | 0.690 | 0.201 | 0.140 | −0.001 | 0.124 | 0.069 |
To walk dog | 0.608 | 0.017 | 0.151 | −0.215 | −0.287 | 0.041 |
Biking | 0.074 | 0.745 | 0.123 | 0.064 | −0.075 | 0.279 |
To visit someone | 0.237 | 0.734 | −0.046 | 0.007 | 0.109 | 0.160 |
To visit place | 0.037 | 0.658 | −0.001 | 0.291 | 0.190 | −0.041 |
To make purchase | 0.380 | 0.576 | 0.002 | 0.074 | 0.098 | −0.056 |
Community garden | 0.222 | 0.079 | 0.860 | −0.023 | 0.111 | 0.054 |
Gardening | 0.047 | 0.025 | 0.851 | −0.123 | −0.026 | −0.094 |
Agricultural area | 0.198 | −0.117 | 0.537 | 0.304 | −0.065 | 0.361 |
Day recreational area | 0.108 | 0.113 | 0.393 | 0.361 | 0.162 | 0.386 |
Picnicking | 0.033 | 0.100 | 0.073 | 0.768 | 0.091 | 0.011 |
Running | −0.024 | 0.051 | −0.157 | 0.680 | −0.170 | 0.204 |
To go to restaurant | 0.183 | 0.306 | −0.012 | 0.519 | 0.427 | −0.042 |
Other places | 0.311 | 0.242 | 0.110 | 0.341 | 0.130 | 0.115 |
Outdoor sitting and watching | 0.395 | 0.021 | 0.030 | 0.143 | 0.598 | −0.168 |
Other activities | −0.188 | 0.277 | 0.202 | −0.041 | 0.582 | 0.236 |
To wait at bus stop | 0.126 | 0.372 | 0.199 | 0.324 | −0.488 | −0.298 |
Outdoor gathering | 0.125 | 0.399 | 0.023 | 0.085 | 0.481 | 0.261 |
Sport fields | −0.007 | 0.254 | −0.128 | 0.035 | 0.067 | 0.683 |
Forest | 0.219 | 0.027 | 0.301 | 0.160 | 0.083 | 0.564 |
Eigenvalues | 5.315 | 2.302 | 1.855 | 1.489 | 1.332 | 1.087 |
% of variance | 23.110 | 10.007 | 8.066 | 6.473 | 5.790 | 4.726 |
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Maaspoort | Binnenstad | Rosmalen Zuid | |
---|---|---|---|
Demographics | |||
Population size | 16,734 | 12,840 | 9329 |
Age above 56 (%) | 31.9 | 29.7 | 40.1 |
Retail | |||
Distance to big supermarket (km) | 0.7 | 0.4 | 1.3 |
Nr. within 1 km | 1.3 | 3.2 | 0.8 |
Restaurants | |||
Distance to restaurant (km) | 0.7 | 0.9 | 0.2 |
Nr. within 1 km | 1.2 | 96.8 | 1.9 |
Transport | |||
Distance to train station (km) | 4.3 | 1.1 | 1.8 |
Parks and green areas | |||
Total area (ha) | 565 | 236 | 1043 |
Recreational and parks (%) | 22.3 | 1.6 | 6.9 |
Maintenance | |||
Average rate (1–10) | 7.3 | 7.4 | 7.1 |
Sample (%) | ‘s-Hertogenbosch (%) | Netherlands (%) | |
---|---|---|---|
Age | |||
18–35 years | 25.5 | 25.5 | 24.3 |
36–55 years | 27.5 | 35.3 | 33.8 |
56 years or older | 47 | 39.2 | 41.9 |
Gender | |||
Male | 27.5 | 49 | 49.7 |
Female | 72.5 | 51 | 50.3 |
Education | |||
Low | 20.5 | 28 | 31.1 |
Moderate | 24.5 | 37.5 | 37.8 |
High | 55 | 34.5 | 31.1 |
Income | |||
Low | 22.5 | ||
Moderate | 41.5 | ||
High | 29.5 | ||
Don’t know | 6.5 | ||
Household composition | |||
One-person household | 28 | 38.2 | 39.7 |
Household without children | 36 | 28.8 | 28.7 |
Household with children | 36 | 33 | 31.6 |
Mean | St. deviation | ||
Activities of daily living (19–72) | 21.88 | 8.915 |
Mean | St. Deviation | |
---|---|---|
Car use as a passenger (1–7) | 4.32 | 1.89 |
Car use as a driver (1–7) | 5.29 | 2.07 |
Bus use (1–7) | 2.15 | 1.53 |
Train use (1–7) | 2.41 | 1.62 |
Perception of walkability (4–20) | 15.04 | 3.19 |
Neighborhood attachment (7–30) | 18.87 | 4.85 |
Social cohesion (7–32) | 22.29 | 5.06 |
Frequency of walking/cycling (8–56) | 27.90 | 8.31 |
Frequency of use of specific spaces (7–49) | 14.59 | 6.60 |
Frequency of specific activities (8–56) | 22.65 | 6.35 |
Loneliness (3–9) | 3.82 | 1.36 |
Life satisfaction (5–25) | 18.29 | 4.04 |
Degrees of Freedom | 100 |
---|---|
Full Information ML Chi-Square | 254.02 |
RMSEA (Root Mean Square Error of Approximation) | 0.089 |
90 Percent Confidence Interval for RMSEA | 0.075; 0.10 |
P-value for Test of Close Fit (RMSEA < 0.05) | 0.0000 |
Goodness of Fit Index | 0.91 |
Life Satisfaction | Loneliness | Recreational Use | Purposeful Use and Cycling | Active Use | Passive Use | Visit Green Space | ||
---|---|---|---|---|---|---|---|---|
Variables | Categories | Unstandardized coefficients | ||||||
Age | 18–35 | - | - | - | - | - | - | - |
36–55 | 4.31 ** | |||||||
56 or above | 3.39 ** | |||||||
Education | Low | −0.63 | ||||||
Moderate | - | - | - | - | - | - | - | |
High | 1.02 * | |||||||
Income | Low | 0.65 | ||||||
Moderate | - | - | - | - | - | - | - | |
High | 1.00 ** | |||||||
Unknown | - | - | - | - | - | - | - | |
Household composition | Single persons | - | - | - | - | - | - | - |
Couple without children | −0.87 ** | 0.88 * | ||||||
Couple with children | −0.55 ** | 1.04 ** | ||||||
Activities of daily living | −0.07 ** | 0.03 ** | −0.18 ** | −0.10 ** | ||||
Car use as a driver | −0.48 ** | |||||||
Train use | 0.82 * | 0.62 ** | ||||||
Neighborhood | Maaspoort | 4.68 ** | 1.75 * | −0.46 | −1.16 | |||
Binnenstad | 5.69 ** | 4.75 ** | 3.40 ** | 1.58 * | ||||
Rosmalen Zuid | - | - | - | - | - | - | - | |
Neighborhood attachment | 0.38 ** | 0.14 ** | 0.07 * | |||||
Social cohesion | 0.12 ** | −0.04 ** | 0.27 ** | 0.18 ** | 0.08 ** | |||
Perception of walkability | 0.48 ** | 0.25 ** | 0.11 * | |||||
Active use | 0.10 * | |||||||
Passive use | −0.04 * | |||||||
Loneliness | −0.93 ** | |||||||
R-Squared | 0.22 | 0.19 | 0.20 | 0.29 | 0.39 | 0.23 | 0.16 |
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Share and Cite
Bergefurt, L.; Kemperman, A.; van den Berg, P.; Borgers, A.; van der Waerden, P.; Oosterhuis, G.; Hommel, M. Loneliness and Life Satisfaction Explained by Public-Space Use and Mobility Patterns. Int. J. Environ. Res. Public Health 2019, 16, 4282. https://doi.org/10.3390/ijerph16214282
Bergefurt L, Kemperman A, van den Berg P, Borgers A, van der Waerden P, Oosterhuis G, Hommel M. Loneliness and Life Satisfaction Explained by Public-Space Use and Mobility Patterns. International Journal of Environmental Research and Public Health. 2019; 16(21):4282. https://doi.org/10.3390/ijerph16214282
Chicago/Turabian StyleBergefurt, Lisanne, Astrid Kemperman, Pauline van den Berg, Aloys Borgers, Peter van der Waerden, Gert Oosterhuis, and Marco Hommel. 2019. "Loneliness and Life Satisfaction Explained by Public-Space Use and Mobility Patterns" International Journal of Environmental Research and Public Health 16, no. 21: 4282. https://doi.org/10.3390/ijerph16214282
APA StyleBergefurt, L., Kemperman, A., van den Berg, P., Borgers, A., van der Waerden, P., Oosterhuis, G., & Hommel, M. (2019). Loneliness and Life Satisfaction Explained by Public-Space Use and Mobility Patterns. International Journal of Environmental Research and Public Health, 16(21), 4282. https://doi.org/10.3390/ijerph16214282