Skip to main content
. 2022 Mar 24;25(4):104139. doi: 10.1016/j.isci.2022.104139

Summary of regression models

Independent variables (1a) OLS No state (1b) OLS state (2) Spatial lag (3) Spatial error (4) MSARSAR
Public assistance −0.012 −0.012 −0.013∗ −0.008 −0.009
No insurance 0.075∗∗∗ 0.067∗∗∗ 0.068∗∗∗ 0.077∗∗∗ 0.055∗∗∗
Minority status 0.004 0.015∗∗∗ 0.015∗∗∗ 0.014∗∗∗ 0.013∗∗∗
Female household heads −0.017 −0.034∗∗∗ −0.034∗∗∗ −0.038∗∗∗ −0.019
Disable 0.091∗∗∗ 0.135 0.115∗∗∗ 0.119∗∗∗ 0.114∗∗∗
Below poverty 0.212∗∗∗ 0.186 0.170∗∗∗ 0.161∗∗∗ 0.149∗∗∗
Age 65 or older 0.272∗∗∗ 0.291 0.274∗∗∗ 0.287∗∗∗ 0.241∗∗∗
Age 17 or younger −0.005 0.015 0.012 0.007 0.014
COVID-19 cases −0.020 −0.012 −0.015 0.002 −0.022
COVID-19 death 2.812∗∗∗ 0.679 0.699 0.741 0.621
w-public assistance −0.046∗∗∗
w-minority group 0.016∗∗∗
w-age 17 or younger 0.041∗∗
w-poverty 0.012
w-female household head −0.110∗∗∗
w-P2020 (energy burden) 0.181∗∗∗ 0.544∗∗∗
Lambda 0.355 −0.099
F-statistic (11, 3131) = 248.2084∗∗∗ (61, 3081) = 62.6925∗∗∗ (62, 3080) = 67.6821∗∗∗ (61, 3081) = 58.4314∗∗∗ (67, 3075) = 71.7442∗∗∗
Adjusted R-Squared 0.4404 0.5410 0.5643 0.5377 0.5930
N 3142

[1] The number in parentheses refers to the model described in the next section on Data Analysis; for example (3) Spatial Error refers to 3. Spatial Error Model. [2] ∗∗∗ Significant at the 0.1% level. ∗∗ Significant at the 1% level. ∗ Significant at the 5% level.