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. Author manuscript; available in PMC: 2020 Mar 5.
Published in final edited form as: Ann Surg. 2019 Feb;269(2):191–196. doi: 10.1097/SLA.0000000000002819

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
1

Variables not used in propensity score matching.

2

Medicaid patient-days normalized to total patient-days