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. 2021 Oct 9;121:103491. doi: 10.1016/j.cities.2021.103491

Table 7.

Regression models examining how the built environment relates to happiness before and during COVID-19.

Variables Happiness (Athens)
Before COVID-19
During COVID-19
Change (Before – During COVID-19)
1 2 1 2 1 2
Built environment
Distance to city center 0.096 0.050 0.128a 0.185 -0.052 −0.147a
Neighborhood density 0.024 0.091 0.068 0.045 -0.049 0.028
Public transport −0.089 0.070 −0.142
Local facilities 0.032 0.121 −0.096
Park area −0.058 −0.064 0.018
Tree cover 0.053 −0.054 0.097a
Apartment 0.002 −0.067 0.069
Dwelling size −0.030 −0.029 0.005



Summary statistics
N 470 465 470 465 470 465
Adjusted R-squared 0.057 0.050 0.084 0.089 0.042 0.055



Variables Happiness (Thessaloniki)
Before COVID-19
During COVID-19
Change (Before – During COVID-19)
1 2 1 2 1 2
Built environment
Distance to city center 0.023 −0.072 −0.092 −0.096 0.108 0.042
Neighborhood density −0.057 −0.225a −0.130 −0.020 0.081 −0.108
Public transport 0.144 −0.045 0.134
Local facilities −0.125a −0.056 −0.046
Park area 0.044 0.094 −0.052
Tree cover −0.121 0.016 −0.110
Apartment −0.037 −0.051 0.018
Dwelling size 0.011 0.063 −0.058
Summary statistics
N 510 504 510 504 510 504
Adjusted R-squared 0.069 0.077 0.079 0.076 −0.005 −0.001

All coefficients shown are standardized. The models are adjusted for individual sociodemographic variables: age, age squared, gender, unemployment, cohabitation status, citizenship, income, education level, presence of children in household, religiosity, and disability. The models are also adjusted for area socioeconomic status: mean household income, proportion of immigrants, and unemployment rate. ⁎⁎ p < 0.01. ⁎⁎⁎ p < 0.001.

a

p < 0.10.

p < 0.05.