Table 5.
Impact of significant SDoH predictors on mean opioid use death rate
| Mean | S.D | Coefficient value (estimated effect on opioid use death rate per 100,000) | Percent change in mean of DV based on coefficient valuea | Effect size per 100,000b | Percent change in mean of DV based on effect sizec | |
|---|---|---|---|---|---|---|
| Mean of Dependent Variable (Opioid Use Death Rate) in the sample is 17.82 per 100,000 | ||||||
| COUNTY & YEAR EFFECTS | ||||||
| ACS_PCT_FEMALE | 50.03082 | 2.420218 | -2.97943 | -16.7196% | -7.210870116 | -40.46504% |
| ACS_PCT_PERSON_INC99 | 16.9234 | 8.297911 | 0.9581279 | 5.3767% | 7.950460041 | 44.61538% |
| ACS_PCT_VA | 10.18986 | 3.068378 | -1.593724 | -8.9435% | -4.89014766 | -27.44191% |
| ACS_PCT_MOBILE_HOME | 12.78241 | 9.492498 | 1.157881 | 6.4976% | 10.99118308 | 61.67892% |
| COUNTY, YEAR, & STATE-BY-YEAR FIXED EFFECTS | ||||||
| ACS_MEDIAN_AGE | 40.46141 | 5.203414 | -1.818271 | -10.2035% | -9.461216777 | -53.09325% |
| ACS_PCT_HISPAN | 83.3241 | 19.15072 | -0.7622937 | -4.2777% | -14.59847321 | -81.92185% |
| ACS_MEDIAN_HH_INCOME | 46,030.93 | 13,128.92 | -0.0002722 | -0.0015% | -3.573692024 | -20.05439% |
| ACS_PCT_VA | 10.18986 | 3.068378 | -1.352879 | -7.5919% | -4.15114416 | -23.29486% |
a(Coefficient on SDoH IV divided by mean of DV)*100 provides percent change in mean of DV based on coefficient value
bCoefficient on SDoH IV multiplied by standard deviation of IV provides effect size of IV per 100,000
c(Effect size of SDoH IV divided by mean of DV)*100 provides percent change in mean of DV based on effect size