Skip to main content
. 2023 Sep 11;13:15007. doi: 10.1038/s41598-023-42124-y

Table 4.

Fixed effects model for population health disparities.

All-cause mortality CVD mortality UI mortality
Crude Adjusted* Crude Adjusted* Crude Adjusted*
β SE p β SE p β SE p β SE p β SE p β SE p
Healthcare system
 PCP density − 0.72 0.13  < .0001 − 0.72 0.14  < .0001 − 0.41 0.05  < .0001 − 0.41 0.05  < .0001 − 0.16 0.12 0.17 − 0.09 0.12 0.49
 AC bed density 0.05 0.03 0.08 0.12 0.07 0.13 0.01 0.01 0.30 − 0.01 0.03 0.62 0.005 0.01 0.43 − 0.05 0.02 0.01
 LTC bed density − 0.07 0.29 0.82 − 0.20 0.26 0.44 − 0.10 0.12 0.36 − 0.13 0.09 0.16 0.04 0.07 0.52 0.06 0.07 0.33
 ICU bed density 0.26 0.18 0.15 − 0.52 0.50 0.30 0.09 0.07 0.21 0.15 0.18 0.38 0.07 0.04 0.08 0.36 0.13 0.005
Socioeconomic structure
 Education 0.10 0.68 0.88 − 0.02 0.62 0.98 − 0.20 0.27 0.47 − 0.30 0.22 0.18 0.21 0.16 0.18 0.14 0.16 0.35
 Economic development
  Increase 12.2 11.0 0.27 8.63 10.1 0.39 6.74 4.44 0.13 4.76 3.61 0.19 1.30 2.56 0.61 0.47 2.59 0.86
  Decrease − 15.1 38.2 0.69 − 26.9 34.9 0.44 23.0 15.3 0.13 − 21.1 12.5 0.09 − 6.95 8.79 0.43 − 4.18 8.77 0.63
  No change − 10.2 10.7 0.34 1.00 − 8.11 4.27 0.06 1.00 − 0.66 2.47 0.79 1.00

CVD cardiovascular disease; UI unintentional injury; PCP primary care physician; AC acute care; LTC long-term care; ICU intensive-care unit; SE standard error.

*Model adjusted for sex ratio and proportion of population aged 65 +  and weighted by population density.