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. 2014 Dec 16;181(2):137–150. doi: 10.1093/aje/kwu250

Table 6.

Associations of Census Tract–Level Poverty and Racial/Ethnic Composition With Numbers of Convenience Stores per Tract in 4 Metropolitan Statistical Areas, 2006–2012a

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.

a

Results were derived from a spatial-temporal multivariable Poisson regression model accounting for region-wide heterogeneity in the 4 MSAs.

b

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)

c

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.

d

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.

e

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.