Table 6.
Parameter | MSAb |
|||||||
---|---|---|---|---|---|---|---|---|
Birmingham, Alabama |
Chicago, Illinois |
Minneapolis, Minnesota |
San Francisco, California |
|||||
PM | 95% CrI | PM | 95% CrI | PM | 95% CrI | PM | 95% CrI | |
Intercept | 0.46 | 0.33, 0.57 | −3.98 | −4.09, −3.77 | −4.67 | −4.87, −4.47 | 0.30 | 0.08, 0.42 |
Logit povertyc | 0.13 | 0.11, 0.16 | 0.23 | 0.22, 0.25 | 0.41 | 0.34, 0.46 | ||
Poverty levelc | ||||||||
High vs. low | 0.32 | 0.29, 0.35 | ||||||
Medium vs. low | 0.37 | 0.32, 0.44 | ||||||
Racial/ethnic compositiond | ||||||||
Predominantly black vs. white | 0.46 | 0.36, 0.58 | 0.24 | 0.13, 0.35 | ||||
Other vs. white | 0.97 | 0.86, 1.09 | 0.16 | 0.13, 0.18 | −0.37 | −0.43, −0.30 | −0.47 | −0.60, −0.22 |
Poverty × racial/ethnic composition | ||||||||
Poverty × predominantly black vs. white | 0.15 | 0.09, 0.21 | ||||||
Poverty × other vs. white | 0.36 | 0.31, 0.41 | −0.22 | −0.25, −0.18 | −0.22 | −0.27, −0.15 | ||
Poverty level × racial/ethnic composition | ||||||||
High poverty × predominantly black | −0.28 | −0.41, −0.16 | ||||||
Medium poverty × predominantly black | −0.31 | −0.43, −0.18 | ||||||
High poverty × other | −0.30 | −0.37, −0.24 | ||||||
Medium poverty × other | −0.13 | −0.17, −0.09 | ||||||
Areae | 0.09 | 0.06, 0.12 | 0.63 | 0.57, 0.70 | 0.23 | 0.21, 0.25 | 0.09 | 0.07, 0.12 |
Populatione | 0.13 | 0.11, 0.15 | 0.48 | 0.45, 0.49 | 0.67 | 0.64, 0.69 | 0.15 | 0.14, 0.16 |
Area × population | 0.0005 | −0.005, 0.005 | −0.05 | −0.06, −0.04 | 0.03 | 0.02, 0.05 | −0.01 | −0.02, −0.008 |
Time (linear) | 0.007 | 0.002, 0.01 | 0.02 | 0.01, 0.02 | 0.005 | −0.002, 0.01 | 0.03 | 0.02, 0.03 |
Time (quadratic) | −0.0002 | −0.0004, −0.00002 | −0.0006 | −0.0008, −0.0005 | −0.0002 | −0.0004, −0.00004 | −0.0008 | −0.001, −0.0006 |
Abbreviations: CrI, credible interval; MSA, Metropolitan Statistical Area; PM, posterior mean.
Results were derived from a spatial-temporal multivariable Poisson regression model accounting for region-wide heterogeneity in the 4 MSAs.
Numbers of census tracts (2010 census tract boundaries) falling within the MSAs: Birmingham, 264; Chicago, 2,210; Minneapolis, 772; San Francisco, 975.
except Chicago, where tertiles of the poverty variable (representing low, medium, and high poverty levels)
The poverty variable was continuous (percentage of the population living below the federal poverty level) for Birmingham, Minneapolis, and San Francisco and categorical (tertile of census-tract poverty level) for Chicago.
Reference group: white. Predominantly white or predominantly black tracts were defined as tracts with ≥70% of the tract population of a specific race/ethnicity. All other racial/ethnic categories, such as predominantly Hispanic, predominantly Asian, or racially mixed, were lumped together in the “other” category, given the small sample sizes available for analysis.
Log-transformed area was used for all 4 MSAs. A population/1,000 transformation was used for the Birmingham and San Francisco MSAs, while a log-transformed population variable was used for the Chicago and Minneapolis MSAs.