Table 1

Characteristics of patients based on identification strategy

UnionICD-CM codes only
n=44 839
MS-DRG codes only
n=73
OverlapP value
(ICD-CM or MS-DRG)
n=365 099
(ICD-CM and MS-DRG)
n=320 187
Patient characteristics
Median age (IQR)73 (62–83)71 (61–81)67 (55–81)73 (62–83)<0.001
Female, n (%)182 588 (50.0)20 249 (45.2)36 (49.3)162 303 (50.7)<0.001
Race/ethnicity, n (%)
 White201 704 (55.2)25 514 (56.9)36 (49.3)176 154 (55.0)<0.001
 Black37 780 (10.4)4571 (10.2)7 (9.6)33 202 (10.4)
 Asian/Pacific Islander38 589 (10.6)3788 (8.4)4 (5.5)34 797 (10.9)
 Hispanic72 226 (19.8)8767 (19.6)23 (31.5)63 436 (19.8)
 Other12 137 (3.3)1636 (3.6)2 (2.7)10 499 (3.3)
 Missing2663 (0.7)563 (1.3)1 (1.4)2099 (0.6)
Expected payer, n (%)
 Medicare232 145 (63,6)19 162 (42.7)37 (50.7)212 946 (66.5)<0.001
 Medicaid43 287 (11.9)4804 (10.7)13 (17.8)38 470 (12.0)
 Private insurance71 343 (19.5)18 436 (41.1)22 (30.1)52 885 (16.5)
 Self-pay9050 (2.5)1461 (3.3)0 (0.0)7589 (2.4)
 Other9274 (2.5)976 (2.2)1 (1.4)8297 (2.6)
Rural residence, n (%)10 487 (2.9)2298 (5.1)1 (1.4)8188 (2.6)<0.001
Hospital characteristics*
Rural location, n (%)7807 (2.1)2150 (4.8)0 (0.0)5657 (1.8)<0.001
Academic, n (%)52 617 (14.4)5604 (12.5)12 (16.4)47 001 (14.7)<0.001
Stroke centre status, n (%)
 None60 459 (16.5)9441 (21.0)3 (4.1)51 015 (15.9)<0.001
 Acute Stroke Ready Hospital975 (0.3)261 (0.6)0 (0.0)714 (0.2)
 Primary Stroke Center239 603 (65.6)28 504 (63.6)58 (79.5)211 041 (65.9)
 Thrombectomy-capable or Comprehensive Stroke Center64 062 (17.6)6633 (14.8)12 (16.4)57 417 (18.0)
  • *Hospital characteristics are presented at the visit level.

  • ICD-CM, International Classification of Disease, clinical modification; MS-DRG, Medicare Severity-Diagnosis-related Group.