Evaluating Residential Segregation’s Relation to the Clustering of Poor Health across American Cities
Abstract
:1. Introduction
1.1. Social Sources of Poor Health Clusters
1.2. Spatial Character of Racial/Ethnic Segregation
1.3. Racial/Ethnic Segregation’s Health Advantage?
1.4. Hypotheses
2. Materials and Methods
2.1. Dependent Variables
2.2. Spatial Racial/Ethnic Segregation Measures
2.3. Other Independent Predictors
2.4. Methods
3. Results
3.1. Descriptive Results
3.2. Exploratory Spatial Data Analysis
3.3. Multivariate Results
4. Conclusions
Author Contributions
Funding
Conflicts of Interest
References
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Mean | Standard Deviation | Min | Max | ||
---|---|---|---|---|---|
Dependent Variable | |||||
Poor Health Clustering (Queens Weighting) | 0.37 | 0.21 | 0.00 | 0.83 | |
Independent Variables | |||||
Spatial Information Theory Index | White/Black | 0.18 | 0.12 | 0.02 | 0.69 |
White/Hispanic | 0.13 | 0.08 | 0.01 | 0.43 | |
White/Asian | 0.12 | 0.07 | 0.01 | 0.54 | |
Spatial Isolation Index | Black/White | 0.32 | 0.25 | 0.01 | 0.96 |
Hispanic/White | 0.39 | 0.25 | 0.04 | 0.98 | |
Asian/White | 0.19 | 0.17 | 0.02 | 0.85 | |
Gini Coefficient | 0.21 | 0.05 | 0.08 | 0.38 | |
Proportion Foreign-Born | 0.17 | 0.11 | 0.01 | 0.72 | |
Proportion Female Headed Households | 0.41 | 0.20 | 0.34 | 0.47 | |
Proportion Residing in Same Housing | 0.29 | 0.05 | 0.14 | 0.50 | |
Median Age | 35.71 | 3.64 | 25.3 | 47.47 | |
Proportion Home Owner | 0.57 | 0.11 | 0.19 | 0.85 | |
Socio-Economic Status | 0.00 | 1.00 | −1.88 | 3.28 | |
Southern | 0.31 | 0.46 | 0.00 | 1.00 | |
Western | 0.39 | 0.49 | 0.00 | 1.00 | |
Midwestern | 0.20 | 0.40 | 0.00 | 1.00 | |
Total Population | 225,222 | 475,118.9 | 42,342 | 8,341,152 | |
Primary City | 0.68 | 0.47 | 0.00 | 1.00 | |
N = 498 |
Overall | Low-Low Cluster | High-High Cluster | ||||
---|---|---|---|---|---|---|
Tract Statistics | Mean | St. Dev. | Mean | St. Dev. | Mean | St. Dev. |
Proportion Poor Self-Rated Physical Health | 0.13 | 0.04 | 0.08 | 0.02 | 0.18 | 0.03 |
Proportion Black | 0.20 | 0.27 | 0.08 | 0.12 | 0.35 | 0.35 |
Proportion White | 0.45 | 0.29 | 0.67 | 0.21 | 0.22 | 0.23 |
Proportion Asian | 0.06 | 0.10 | 0.08 | 0.10 | 0.03 | 0.08 |
Proportion Hispanic | 0.23 | 0.24 | 0.12 | 0.15 | 0.34 | 0.32 |
Proportion Foreign-Born | 0.18 | 0.15 | 0.13 | 0.11 | 0.19 | 0.16 |
Proportion Female Headed Households | 0.41 | 0.05 | 0.42 | 0.05 | 0.38 | 0.05 |
Proportion Residing in Same Housing | 0.03 | 0.30 | 0.04 NS | 0.49 | 0.03 NS | 0.05 |
Proportion Home Owner | 0.51 | 0.24 | 0.61 | 0.24 | 0.39 | 0.18 |
Socio-Economic Status | 0.00 | 1.69 | −1.61 | 0.93 | 2.03 | 1.54 |
Tract Population | 4246.23 | 2100.47 | 4551.12 | 2515.77 | 3672.88 | 1722.78 |
Number of Tracts | 29305 | 3519 | 3690 |
Spatial Information Theory Index | Spatial Isolation Index | |||||
---|---|---|---|---|---|---|
Model 1 | Model 2 | Model 3 | Model 4 | Model 5 | Model 6 | |
White Black | White Hispanic | White Asian | Black White | Hispanic White | Asian White | |
Segregation | 0.100 | 0.331 *** | −0.193 | 0.029 | 0.150 ** | –0.210 *** |
(0.096) | (0.123) | (0.140) | (0.043) | (0.059) | (0.068) | |
Gini Coeff. | 2.235 *** | 2.101 *** | 2.258 *** | 2.263*** | 2.244 *** | 2.207 *** |
(0.198) | (0.204) | (0.196) | (0.196) | (0.195) | (0.195) | |
Proportion Foreign Born | −0.044 | −0.051 | −0.052 | −0.049 | −0.217 ** | 0.142 |
(0.085) | (0.084) | (0.084) | (0.085) | (0.107) | (0.104) | |
Proportion Female-Headed Household | −1.556 *** | −1.355 *** | −1.631 *** | −1.619 *** | −1.239 ** | −1.275 ** |
(0.505) | (0.508) | (0.506) | (0.510) | (0.519) | (0.510) | |
Proportion Residing in Same Household | −0.426 * | −0.342 | −0.547 ** | −0.443 * | −0.333 | −0.633 *** |
(0.229) | (0.226) | (0.224) | (0.232) | (0.228) | (0.223) | |
Median Age | 0.006* | 0.005* | 0.006 * | 0.006* | 0.008 ** | 0.003 |
(0.003) | (0.003) | (0.003) | (0.003) | (0.003) | (0.003) | |
SES | −0.004 | −0.003 | 0.006 | −0.003 | −0.014 | −0.003 |
(0.011) | (0.010) | (0.012) | (0.011) | (0.011) | (0.010) | |
Home Owner | −0.177 | −0.140 | −0.227 * | −0.195 | −0.201 | −0.238 * |
(0.139) | (0.136) | (0.134) | (0.138) | (0.133) | (0.133) | |
Southern | 0.007 | 0.014 | 0.014 | 0.007 | 0.004 | 0.020 |
(0.033) | (0.032) | (0.032) | (0.034) | (0.032) | (0.032) | |
Western | 0.058* | 0.064** | 0.053* | 0.058* | 0.046 | 0.076** |
(0.030) | (0.030) | (0.030) | (0.030) | (0.030) | (0.031) | |
Mid Western | 0.053 | 0.060 * | 0.060* | 0.055* | 0.065 ** | 0.069** |
(0.033) | (0.032) | (0.033) | (0.033) | (0.033) | (0.033) | |
Total Population (logged) | 0.089 *** | 0.082*** | 0.100 *** | 0.093 *** | 0.088*** | 0.103*** |
(0.014) | (0.013) | (0.013) | (0.013) | (0.013) | (0.013) | |
Primary City | −0.031 | −0.033 * | −0.028 | −0.029 | −0.026 | −0.023 |
(0.019) | (0.019) | (0.019) | (0.019) | (0.019) | (0.019) | |
Constant | −0.504 * | −0.541 ** | −0.528 * | −0.535 ** | −0.728 *** | −0.596 ** |
(0.274) | (0.270) | (0.271) | (0.272) | (0.280) | (0.270) | |
Adjusted R2 | 0.453 | 0.460 | 0.454 | 0.452 | 0.459 | 0.462 |
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Gibbons, J.; Yang, T.-C.; Brault, E.; Barton, M. Evaluating Residential Segregation’s Relation to the Clustering of Poor Health across American Cities. Int. J. Environ. Res. Public Health 2020, 17, 3910. https://doi.org/10.3390/ijerph17113910
Gibbons J, Yang T-C, Brault E, Barton M. Evaluating Residential Segregation’s Relation to the Clustering of Poor Health across American Cities. International Journal of Environmental Research and Public Health. 2020; 17(11):3910. https://doi.org/10.3390/ijerph17113910
Chicago/Turabian StyleGibbons, Joseph, Tse-Chuan Yang, Elizabeth Brault, and Michael Barton. 2020. "Evaluating Residential Segregation’s Relation to the Clustering of Poor Health across American Cities" International Journal of Environmental Research and Public Health 17, no. 11: 3910. https://doi.org/10.3390/ijerph17113910
APA StyleGibbons, J., Yang, T. -C., Brault, E., & Barton, M. (2020). Evaluating Residential Segregation’s Relation to the Clustering of Poor Health across American Cities. International Journal of Environmental Research and Public Health, 17(11), 3910. https://doi.org/10.3390/ijerph17113910