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Table 1 Descriptive information of patient-level (first level variables) and hospital-level (second level variables) characteristics sample of heart failure patients in Lombardy Region over 2010–2012

From: Multi-level models for heart failure patients’ 30-day mortality and readmission rates: the relation between patient and hospital factors in administrative data

Variables

Sample for mortality (72,083)

Sample for readmissions (60,771)

number of 30-day mortality for all causes (9480)

30-day unplanned readmission (5363)

Women (n, % of the total)

 

37,327 (51.8)

31,220 (51.4)

5235 (55.2)

2797 (52.2)

Ward of Admission (n, % of the total)

Cardiologic ward

17,798 (24.7)

16,187 (26.9)

810 (8.5)

974 (18.1)

ICU or CCUa

8196 (11.4)

7035 (11.6)

1025 (10.8)

673 (12.5)

Age (years)

Mean (std. dev.)

77.98 (11.62)

76.98 (11.73)

In-hospital length of stay (days)

Mean (std. dev.)

10.94 (8.34)

11.55 (8.19)

Number of ED accesses in the previous six months (n, % of the total)

0

52,399 (72.7)

44,397 (73.1)

6682 (70.5)

3681 (68.6)

1

14,276 (19.8)

11,969 (19.7)

1949 (20.6)

1145 (21.3)

2+

5408 (7.5)

4405 (7.2)

849 (8.9)

537 (10.0)

Number of hospitalizations in the previous six months (n, % of the total)

0

56,622 (78.5)

48,529 (79.8)

6609 (69.7)

3893 (72.6)

1

11,707 (16.2)

9392 (15.4)

2066 (21.8)

1053 (19.6)

2+

3754 (5.2)

2850 (4.7)

805 (8.5)

417 (7.8)

Comorbidity Index (Index of − 2 to 12) (n, %)

-2 & -1 (decreasing the possibility)

3868 (5.4)

3448 (5.7)

315 (3.3)

210 (3.9)

0 (not causing)

27,932 (38.7)

23,748 (39.0)

3311 (34.9)

1771 (33.0)

1, 2 3, … 12 (increasing the possibility)

40,283 (55.9)

33,575 (5.6)

5854 (61.7)

3382 (63.0)

Mean length of stay (n, %)

4.5 < LOS < 11.5

68,505 (95.03)

57,678 (94.9)

9000 (13.14)

5119 (8.88)

11.6 < LOS < 18.5

2819 (3.91)

2392 (3.9)

412 (14.62)

205 (8.57)

18.6 < LOS < 25.5

554 (0.76)

514 (0.8)

44 (7.94)

27 (5.25)

Percentage of Surgical Hospitalizations

Mean (std. dev.)

26.68 (15.34)

26.68(15.34)

Percentage of transfer from other local health agencies

Mean (std. dev.)

0.18 (0.13)

0.18 (0.13)

Percentage of transfer from other Regions

Mean (std. dev.)

0.07 (0.06)

0.07 (0.06)

Type of structure (patients)

Public (n, %)

57,514 (79.79)

48,220 (79.35)

8025 (11.13)

4401 (7.24)

Research (n, %)

7787 (12.46)

6862 (13.03)

787 (1.26)

543 (1.03)

  1. aICU Intensive Care Unit, CCU Coronary Care Unit