Review Article

Developing a Predictive Tool for Hospital Discharge Disposition of Patients Poststroke with 30-Day Readmission Validation

Table 1

Demographic and clinical characteristics of patients with primary diagnosis of stroke by hospital discharge disposition status.

Patient characteristicsHome discharge ( (%))Facility discharge ( (%)) value

Sex<0.0001
 Male16,038 (50.7)18,728 (43.8)
 Female15,587 (49.3)24,072 (56.2)
Age<0.0001
 18-643,636 (11.5)3,439 (8.0)
 65-7410,570 (33.4)10,211 (23.9)
 ≥7517,419 (55.1)29,150 (68.1)
Race<0.0001
 White24,952 (78.9)33,604 (78.5)
 Black4,565 (14.4)6,710 (15.7)
 Other2,108 (6.7)2,486 (5.8)
Stroke type<0.0001
 Ischemic28,708 (90.8)36,855 (86.1)
 Meningeal hemorrhage1,215 (3.8)1,698 (3.9)
 Intracerebral hemorrhage1,702 (5.4)4,247 (10.0)
Comorbidity<0.0001
 Diabetes10,300 (32.6)14,569 (34.0)
 High cholesterol17,300 (54.7)22,333 (52.2)
 Obesity3,078 (9.7)4,018 (9.4)
 Hypertension19,223 (60.8))25,494 (59.6)
 Atrial fibrillation9,134 (28.9)15,551 (36.3)
 Other atrial disease3,134 (9.9)4,277 (10.0)
 Chronic kidney disease5,372 (16.98,626 (20.2)
 Heart disease12,599 (39.8)19,171 (44.8)
 Peripheral arterial disease1,904 (6.0)2,749 (6.4)
 Other vascular861 (2.7)1,121 (2.6)
 TIA9,104 (28.8)13,239 (30.9)
 Acute heart attack311 (1)1,002 (2.3)
 Sleep habit907 (2.9)1,134 (2.6)
 Alcohol habit936 (3.0)1,354 (3.2)
 Drug habit463 (1.5)549 (1.3)
 Smoking10,405 (32.9)11,717 (27.4)
 Family history2,373 (7.5)2,351 (5.5)
 Depression194 (0.6)326 (0.8)
 Other diagnosis819 (2.5)1,572 (3.7)
Source of admission<0.0001
 Nonhealthcare facility28,641 (90.6)36,911 (86.2)
 Clinic referral1,172 (3.7)1,443 (3.4)
 Transfer from a hospital1,437 (4.5)2,414 (5.6)
 Transfer from an SNF138 (0.4)1,463 (3.4)
 Other237 (0.8)569 (1.4)
Type of insurance13
 Medicare or Medicaid30,585 (96.7)42,129 (98.4)
 Private insurance833 (2.6)534 (1.2)
 Other207 (0.7)137 (0.4)