How a Lack of Green in the Residential Environment Lowers the Life Satisfaction of City Dwellers and Increases Their Willingness to Relocate
Abstract
:1. Introduction
2. Materials and Methods
2.1. Sample
2.2. Variables
2.3. Analysis Methods
3. Results
3.1. Characteristics of City Dwellers Who Are Considering vs. Not Considering Residential Relocation
3.2. Green Spaces in the Living Environment, Life Satisfaction and Considering Moving
3.3. Validation of the Results with Regard to Planning Moving
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Mean (Not Considering Moving) | Mean (Considering Moving) | Mean Total | Std. Dev. | Min | Max | |
---|---|---|---|---|---|---|
Considering moving | - | - | 0.226 | 0.418 | 0 | 1 |
No green in the window view | 0.068 | 0.102 | 0.076 | 0.265 | 0 | 1 |
Lack of green in residential area | 0.048 | 0.048 | 0.048 | 0.214 | 0 | 1 |
No balcony | 0.520 | 0.519 | 0.519 | 0.500 | 0 | 1 |
No green yard | 0.765 | 0.810 | 0.775 | 0.417 | 0 | 1 |
No garden or terrace | 0.528 | 0.601 | 0.544 | 0.498 | 0 | 1 |
Child(ren) and no garden/terrace | 0.126 | 0.206 | 0.144 | 0.351 | 0 | 1 |
Hamburg vs. Cologne | 1.490 | 1.511 | 1.495 | 0.500 | 1 | 2 |
Age | 54.595 | 50.181 | 53.597 | 15.786 | 18 | 96 |
Female | 0.551 | 0.582 | 0.558 | 0.497 | 0 | 1 |
Migration background | 0.252 | 0.258 | 0.253 | 0.435 | 0 | 1 |
Health | 5.781 | 5.457 | 5.708 | 1.315 | 1 | 7 |
Part-time employed | 0.140 | 0.186 | 0.150 | 0.358 | 0 | 1 |
Unemployed | 0.023 | 0.027 | 0.024 | 0.152 | 0 | 1 |
Enrolled in education | 0.029 | 0.056 | 0.035 | 0.185 | 0 | 1 |
Retired | 0.278 | 0.218 | 0.265 | 0.441 | 0 | 1 |
Other occupation | 0.061 | 0.065 | 0.062 | 0.242 | 0 | 1 |
Employment status miss. | 0.005 | 0.009 | 0.006 | 0.075 | 0 | 1 |
Household income under 1000 EUR | 0.042 | 0.075 | 0.050 | 0.217 | 0 | 1 |
Income respondent miss. | 0.239 | 0.311 | 0.256 | 0.436 | 0 | 1 |
Feeling of closeness to residential area | 5.794 | 5.218 | 5.664 | 1.371 | 1 | 7 |
Homeownership | 0.483 | 0.359 | 0.455 | 0.498 | 0 | 1 |
Lives with partner | 0.677 | 0.619 | 0.664 | 0.472 | 0 | 1 |
Lives with child(ren) | 0.331 | 0.358 | 0.337 | 0.473 | 0 | 1 |
Complete school/start studying | 0.039 | 0.100 | 0.053 | 0.224 | 0 | 1 |
Job change self/partner | 0.122 | 0.266 | 0.155 | 0.362 | 0 | 1 |
Marriage/cohabitation | 0.012 | 0.037 | 0.018 | 0.131 | 0 | 1 |
Childbirth | 0.021 | 0.031 | 0.024 | 0.152 | 0 | 1 |
Life satisfaction | 6.035 | 5.555 | 5.926 | 0.935 | 1 | 7 |
N = 989 | N = 897 | N = 1886 |
1 | 2 | 3 | 4 | 5 | |
---|---|---|---|---|---|
1. No green in the window view | 1 | ||||
2. Lack of green in residential area | 0.212 *** | 1 | |||
3. No garden or terrace | 0.192 *** | 0.078 *** | 1 | ||
4. No balcony | 0.068 ** | −0.015 | −0.387 *** | 1 | |
5. No green yard | −0.008 | −0.043 + | −0.238 *** | 0.128 *** | 1 |
Model 1 1 Life Satisfaction | Model 2 2 Considering Moving | Model 3 3 Considering Moving | |||||||
---|---|---|---|---|---|---|---|---|---|
Marg. Effects | Robust Std. Err. | Marg. Effects | Robust Std. Err. | Marg. Effects | Robust Std. Err. | ||||
No green in the window view | 0.095 | 0.074 | 0.043 | 0.031 | 0.222 | 0.113 | * | ||
Lack of green in residential area | −0.048 | 0.089 | −0.025 | 0.039 | −0.138 | 0.149 | |||
No balcony | −0.101 | 0.048 | * | 0.011 | 0.019 | −0.013 | 0.070 | ||
No green yard | −0.053 | 0.051 | 0.060 | 0.021 | ** | 0.170 | 0.078 | * | |
No garden or terrace | −0.132 | 0.068 | + | −0.029 | 0.027 | −0.187 | 0.096 | + | |
Child(ren) and no garden/terrace | −0.063 | 0.091 | 0.153 | 0.037 | *** | 0.518 | 0.135 | *** | |
Hamburg vs. Cologne | 0.010 | 0.043 | −0.016 | 0.017 | −0.056 | 0.064 | |||
Age | 0.002 | 0.002 | −0.002 | 0.001 | + | −0.003 | 0.002 | ||
Gender | 0.016 | 0.046 | 0.019 | 0.018 | 0.073 | 0.065 | |||
Migration background | 0.015 | 0.048 | −0.011 | 0.020 | −0.045 | 0.074 | |||
Household income under 1000 EUR | 0.007 | 0.130 | 0.047 | 0.050 | 0.153 | 0.179 | |||
Income respondent miss. | −0.070 | 0.050 | 0.079 | 0.020 | *** | 0.235 | 0.076 | ** | |
Homeownership | 0.056 | 0.051 | −0.054 | 0.020 | ** | −0.169 | 0.076 | * | |
Lives with partner | 0.279 | 0.054 | *** | −0.008 | 0.020 | 0.128 | 0.076 | + | |
Lives with child(ren) | −0.008 | 0.069 | 0.101 | 0.028 | *** | 0.354 | 0.100 | *** | |
Complete school/start studying | 0.181 | 0.093 | + | 0.075 | 0.047 | 0.359 | 0.166 | * | |
Job change self/partner | −0.076 | 0.061 | 0.131 | 0.024 | *** | 0.422 | 0.096 | *** | |
Marriage/cohabitation | 0.146 | 0.114 | 0.157 | 0.066 | * | 0.674 | 0.246 | ** | |
Childbirth | 0.423 | 0.118 | *** | −0.055 | 0.060 | 0.033 | 0.212 | ||
Health | 0.211 | 0.022 | *** | −0.026 | 0.007 | *** | |||
Feeling of closeness to residential area | 0.181 | 0.018 | *** | −0.039 | 0.007 | *** | |||
Part-time employed | −0.250 | 0.069 | *** | 0.050 | 0.027 | + | |||
Unemployed | −0.221 | 0.134 | + | −0.056 | 0.059 | ||||
Enrolled in education | −0.271 | 0.143 | + | 0.007 | 0.067 | ||||
Retired | 0.058 | 0.075 | 0.029 | 0.029 | |||||
Other occupation | −0.275 | 0.093 | ** | 0.026 | 0.038 | ||||
Employment status miss. | 0.782 | 0.318 | * | −0.043 | 0.136 | ||||
Life satisfaction | −0.576 | 0.070 | *** | ||||||
Number of cases | 1886 | 1886 | 1886 | ||||||
Degrees of freedom | 27 | 27 | 20 | ||||||
McFadden’s pseudo R2 | 0.093 | ||||||||
Adjusted R2 | 0.248 | ||||||||
Overall model significance | *** | *** | *** |
Model 3 1 Considering Moving | Model 4 2 Planning Moving | |||||
---|---|---|---|---|---|---|
Marg. Effects | Robust Std. Err. | Marg. Effects | Robust Std. Err. | |||
No green in the window view | 0.222 | 0.113 | * | 0.420 | 0.139 | ** |
Lack of green in residential area | −0.138 | 0.149 | −0.234 | 0.206 | ||
No balcony | −0.013 | 0.070 | −0.110 | 0.094 | ||
No green yard | 0.170 | 0.078 | * | 0.234 | 0.111 | * |
No garden or terrace | −0.187 | 0.096 | + | −0.344 | 0.127 | ** |
Child(ren) and no garden/terrace | 0.518 | 0.135 | *** | 0.408 | 0.185 | * |
Hamburg vs. Cologne | −0.056 | 0.064 | −0.203 | 0.088 | * | |
Age | −0.003 | 0.002 | −0.017 | 0.003 | *** | |
Gender | 0.073 | 0.065 | 0.007 | 0.090 | ||
Migration background | −0.045 | 0.074 | 0.132 | 0.096 | ||
Household income under 1000 EUR | 0.153 | 0.179 | 0.271 | 0.202 | ||
Income respondent miss. | 0.235 | 0.076 | ** | 0.137 | 0.101 | |
Homeownership | −0.169 | 0.076 | * | −0.268 | 0.112 | * |
Lives with partner | 0.128 | 0.076 | + | 0.000 | 0.101 | |
Lives with child(ren) | 0.354 | 0.100 | *** | 0.056 | 0.125 | |
Complete school/start studying | 0.359 | 0.166 | * | 0.376 | 0.171 | * |
Job change self/partner | 0.422 | 0.096 | *** | 0.335 | 0.107 | ** |
Marriage/cohabitation | 0.674 | 0.246 | ** | 0.806 | 0.224 | *** |
Childbirth | 0.033 | 0.212 | 0.346 | 0.227 | ||
Life satisfaction | −0.576 | 0.070 | *** | −0.491 | 0.087 | *** |
Number of cases | 1886 | 1886 | ||||
Degrees of freedom | 20 | 20 | ||||
Wald χ2 | 201.2 | 211.0 | ||||
Wald χ2 of exogeneity | 17.9 | *** | 10.6 | ** |
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Kley, S.; Dovbishchuk, T. How a Lack of Green in the Residential Environment Lowers the Life Satisfaction of City Dwellers and Increases Their Willingness to Relocate. Sustainability 2021, 13, 3984. https://doi.org/10.3390/su13073984
Kley S, Dovbishchuk T. How a Lack of Green in the Residential Environment Lowers the Life Satisfaction of City Dwellers and Increases Their Willingness to Relocate. Sustainability. 2021; 13(7):3984. https://doi.org/10.3390/su13073984
Chicago/Turabian StyleKley, Stefanie, and Tetiana Dovbishchuk. 2021. "How a Lack of Green in the Residential Environment Lowers the Life Satisfaction of City Dwellers and Increases Their Willingness to Relocate" Sustainability 13, no. 7: 3984. https://doi.org/10.3390/su13073984
APA StyleKley, S., & Dovbishchuk, T. (2021). How a Lack of Green in the Residential Environment Lowers the Life Satisfaction of City Dwellers and Increases Their Willingness to Relocate. Sustainability, 13(7), 3984. https://doi.org/10.3390/su13073984