Table 3.
Models Predicting the Association Between Having at Least 1 Food Outlet Within a Half-Mile of School Location (N = 1,694) and the Prevalence of Student Overweight in Los Angeles County Schoolsa, 2008-2009 School Year
Characteristic | Model 1: Corner or Liquor Stores | Model 2: Fast Food Restaurants | ||
---|---|---|---|---|
| ||||
β (SE) | P value | β (SE) | P value | |
Fixed Effects | ||||
Corner or liquor store within half-mile | 1.63 (0.61) | .007 | — | — |
Fast food restaurant within half-mile | — | — | 0.35 (0.52) | .48 |
Racial/ethnic majority of school | ||||
Latino | 1 [Reference] | — | 1 [Reference] | — |
No majority | 1.28 (1.05) | .22 | 1.02 (1.05) | .33 |
White | 0.81 (1.60) | .61 | −0.84 (1.57) | .58 |
Black | −3.93 (2.37) | .10 | −5.33 (2.22) | .02 |
Asian | −0.74 (1.95) | .70 | −0.73 (1.97) | .71 |
School type | ||||
Elementary | 1 [Reference] | — | 1 [Reference] | — |
High | −0.63 (0.58) | .28 | −0.62 (0.58) | .28 |
Middle | −0.78 (0.53) | .14 | −0.76 (0.53) | .15 |
Other | 3.17 (1.32) | .02 | 3.18 (1.32) | .02 |
Rural/suburban school location | −1.02 (0.49) | .04 | −0.91 (0.48) | .06 |
Racial/ethnic composition of school | ||||
% Latino | 0.17 (0.03) | <.001 | 0.16 (0.03) | <.001 |
% White | −0.04 (0.03) | .19 | −0.05 (0.03) | .15 |
% Black | 0.19 (0.03) | <.001 | 0.18 (0.03) | <.001 |
School eligible for federal Title 1 program | 1.50 (0.63) | .02 | 1.35 (0.62) | .03 |
Students eligible for free lunch | 0.03 (0.02) | .10 | 0.03 (0.02) | .04 |
Annual family income,b per census tract | −0.02 (0.01) | .06 | −0.02 (0.01) | .03 |
Interaction | ||||
Food outlet*no majority | −3.05 (1.08) | .005 | −2.64 (1.06) | .01 |
Food outlet*white | −2.97 (1.29) | .02 | 0.06 (1.27) | .97 |
Food outlet*black | 0.50 (2.35) | .83 | 3.04 (2.24) | .16 |
Food outlet*Asian | −1.72 (1.88) | .36 | −2.26 (1.86) | .22 |
Random Effects | ||||
Corner store slope variance | 0.24 (0.84) | — | — | — |
Fast food restaurant slope variance | — | — | 0.37 (0.82) | — |
Health district variance | 1.57 (0.84) | — | 1.20 (0.75) | — |
School variance | 57.45 (2.02) | — | 57.60 (2.02) | — |
Abbreviation: SE, standard error.
Schools are nested within Los Angeles County health districts.
Annual family income median family income at the census tract level expressed in thousands of dollars.