Unconditional model | + NB census | + Individual controls | + NB resources | + Physical activity | + Social interaction | |
Model A | Model B | Model C | Model D | Model E | Model F | |
Fixed effects | ||||||
Intercept | 13.21*** | 13.31*** | 18.15*** | 17.43*** | 16.85*** | 13.88*** |
NB census indicators† | ||||||
Socioeconomic disadvantage | −0.45** | 0.02 | −0.01 | −0.01 | 0.04 | |
Affluence | 0.91*** | 0.28* | 0.15 | 0.14 | 0.17 | |
% Older adults | −0.18 | −0.41** | −0.53** | −0.52** | −0.52** | |
× Tenure 0–5 years‡‡‡ | 0.10 | 0.16 | 0.15 | 0.14 | ||
× Tenure 6–10 years‡‡‡ | 0.92** | 0.97** | 0.96** | 0.94** | ||
NB resources† | ||||||
Recreational centres | 0.11 | 0.11 | 0.09 | |||
Park area (sq. miles) | 0.16 | 0.17 | 0.17 | |||
Institutional resources‡ | 1.81*** | 1.73*** | 1.73*** | |||
× Black†† | −1.74* | −1.70* | −1.82** | |||
× Hispanic†† | −1.72 | −1.67 | −1.60 | |||
× Other race/ethnicity†† | 0.79 | 0.76 | 1.07 | |||
Neighbourhood disorder | −0.23 | −0.22 | −0.27 | |||
Individual factors | ||||||
Age 60–69¶ | −0.41 | −0.49 | −0.48 | −0.48 | ||
Age 70+¶ | −1.47*** | −1.50*** | −1.44*** | −1.37*** | ||
Male | −0.63** | −0.72** | −0.71** | −0.46* | ||
Black†† | −1.38*** | −0.65 | −0.63 | −0.37 | ||
Hispanic†† | −1.52*** | −0.95 | −0.96 | −0.72 | ||
Other race/ethnicity†† | −2.53*** | −2.72* | −2.77* | −2.79* | ||
<HS education‡‡ | −2.77*** | −2.69*** | −2.70*** | −2.21*** | ||
HS education‡‡ | −1.18*** | −1.13*** | −1.15*** | −0.92** | ||
Income <$15K§§ | −1.01** | −0.85* | −0.81* | −0.68 | ||
Income $15–40K§§ | −0.91** | −0.76* | −0.75* | −0.71* | ||
Income missing§§ | −0.74* | −0.59 | −0.57 | −0.42 | ||
Separated/divorced¶¶ | −0.46 | −0.55 | −0.55 | −0.61* | ||
Widowed¶¶ | −1.01** | −1.10*** | −1.08*** | −1.15*** | ||
Never married¶¶ | −0.96* | −1.25*** | −1.22** | −1.16** | ||
Unemployed††† | −0.24 | −0.28 | −0.27 | −0.21 | ||
Retired††† | −0.74* | −0.72* | −0.69* | −0.62* | ||
Homemaker††† | −1.22** | −1.24** | −1.20** | −1.06* | ||
Health conditions | −0.14* | −0.16** | −0.14* | −0.13* | ||
Residential tenure 0–5 years‡‡‡ | 0.12 | 0.15 | 0.14 | 0.23 | ||
Residential tenure 6–10 years‡‡‡ | 0.02 | 0.19 | 0.22 | 0.27 | ||
Individual mediators | ||||||
Some physical activity§§§ | 0.55 | 0.38 | ||||
Heavy physical activity§§§ | 0.71* | 0.49 | ||||
Social integration | 0.53*** | |||||
Civic engagement | 0.57** | |||||
Variance components | ||||||
Intercept (tract level) | 4.25*** | 3.06*** | 1.91*** | 1.90*** | 1.87*** | 1.96*** |
ICC | 0.29 | 0.23 | 0.20 | 0.19 | 0.19 | 0.21 |
Goodness-of-fit statistics | ||||||
Pseudo R | 0.08 | 0.30 | 0.31 | 0.31 | 0.33 |
*p<0.05; **p<0.01; ***p<0.001.
↵† Grand mean centred.
↵‡ For example, libraries, churches, schools, community centres.
↵¶ Reference group is age 50–59.
↵†† Reference group is white.
↵‡‡ Reference group is college degree or higher (16+ years of education).
↵§§ Reference group is income $40 000 or higher.
↵¶¶ Reference group is married.
↵††† Reference group is employed.
↵‡‡‡ Reference group is residential tenure 10+ years.
↵§§§ Reference group is no physical activity.
HS, high school; ICC, intraclass correlation coefficient; NB, neighbourhood.