Table 1.
Hospital characteristics before and after propensity score matching, ACO versus non-ACO hospitals
Before matching | After matching | Weighted standardized difference | ||||||
---|---|---|---|---|---|---|---|---|
ACO | Non-ACO | P-value | ACO | Non-ACO | P-value | Before matching | After matching | |
Number of hospitals | 427 | 3,090 | 427 | 1,529 | ||||
Number of patients | 341,675 | 1,861,428 | 341,675 | 1,024,090 | ||||
Geographic region (%) | ||||||||
Northeast | 26.7 | 13.8 | < 0.001 | 26.7 | 29.7 | 0.336 | 0.3244 | −0.0748 |
West | 12.6 | 20.8 | < 0.001 | 12.6 | 15.7 | 0.206 | −0.2191 | −0.0813 |
Midwest | 35.4 | 27.3 | 0.001 | 35.4 | 32.3 | 0.338 | 0.1748 | 0.0672 |
South | 25.3 | 38.1 | < 0.001 | 25.3 | 22.4 | 0.324 | −0.2782 | 0.0625 |
Procedure volume quintile (%) | ||||||||
1st | 10.5 | 21.4 | 0.935 | 10.5 | 10.7 | 0.935 | −0.3002 | −0.0047 |
2nd | 14.1 | 20.8 | 0.001 | 14.1 | 12.1 | 0.392 | −0.1779 | 0.0523 |
3rd | 18.3 | 20.2 | 0.343 | 18.3 | 19.4 | 0.677 | −0.0497 | −0.0283 |
4th | 23.0 | 19.5 | 0.099 | 23.0 | 26.0 | 0.296 | 0.0832 | −0.0753 |
5th | 34.2 | 18.0 | < 0.001 | 34.2 | 31.8 | 0.458 | 0.3742 | 0.0553 |
Technology hospital (%) | 71.8 | 46.3 | < 0.001 | 71.8 | 70.4 | 0.639 | 0.5596 | 0.0306 |
Profit status (%) | ||||||||
For-Profit | 4.5 | 22.8 | < 0.001 | 4.5 | 4.6 | 0.962 | −0.5669 | −0.0020 |
Non-Profit | 88.0 | 60.5 | < 0.001 | 88.0 | 88.9 | 0.677 | 0.6774 | −0.0218 |
Other | 7.5 | 16.7 | < 0.001 | 7.5 | 6.5 | 0.581 | −0.2913 | 0.0299 |
Bed size (%)1 | ||||||||
< 250 beds | 55.0 | 73.571 | <0.001 | 55.0 | 58.6 | 0.270 | −0.4053 | −0.0795 |
> 250 to < 500 beds | 30.9 | 19.626 | <0.001 | 30.9 | 29.1 | 0.547 | 0.2738 | 0.0438 |
> 500 beds | 14.1 | 6.8 | <0.001 | 14.098 | 12.3 | 0.415 | 0.2466 | 0.0622 |
Teaching hospital (%)1 | 53.2 | 34.0 | <0.001 | 53.197 | 49.6 | 0.266 | 0.4231 | 0.0784 |
Nurse ratio1 | 8.9 | 9.8 | 0.016 | 8.8655 | 8.8 | 0.946 | −0.1441 | 0.0034 |
% Medicaid days1,2 | 19.1 | 18.9 | 0.729 | 19.14 | 18.4 | 0.362 | 0.0181 | 0.0594 |
Variables not used in propensity score matching.
Medicaid patient-days normalized to total patient-days