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Table 2 Descriptive statistics of predictors by LOS*

From: Predicting in-hospital length of stay: a two-stage modeling approach to account for highly skewed data

 

0–2 days

(n = 15,696)

2–4 days

(n = 15,122)

4–7 days

(n = 7226)

 >  = 7 days

(n = 4165)

Demographics

    

 Age, years (mean, SD)

58.09 (17.59)

57.12 (19.10)

57.07 (20.19)

57.40 (21.44)

 Sex = female (n, %)

7792 (49.6%)

8839 (58.5%)

3820 (52.9%)

1873 (45.0%)

Race (n, %)

    

      NHW**

12,020 (76.6%)

10,646 (70.4%)

5173 (71.6%)

2935 (70.5%)

NHB***

2567 (16.4%)

3364 (22.2%)

1477 (20.4%)

869 (20.9%)

      Hispanic

342 (2.2%)

371 (2.5%)

181 (2.5%)

99 (2.4%)

      Other

767 (4.9%)

741 (4.9%)

395 (5.5%)

262 (6.3%)

Smoke status = Ever (n,%)

4887 (31.1%)

4893 (32.4%)

2707 (37.5%)

1741 (41.8%)

BMI (n, %)

    

      Underweight

478 (3.0%)

605 (4.0%)

389 (5.4%)

311 (7.5%)

      Normal

3248 (20.7%)

3235 (21.4%)

1767 (24.5%)

1108 (26.6%)

      Overweight

5076 (32.3%)

4319 (28.6)

2167 (30.0%)

 1253 (30.1%)

      Obese

6866 (43.7%)

6950 (46.0%)

2895 (40.1%)

1490 (35.8%)

Service utilizations

    

      Hospital encounter counts (mean, SD)

0.24 (0.74)

0.26 (0.73)

0.36 (0.93)

0.55 (1.13)

      Ambulatory encounter counts (mean, SD)

15.76 (17.12)

16.77 (18.29)

17.99 (19.45)

20.67 (22.90)

      Emergency encounter counts (mean, SD)

0.16 (0.83)

0.20 (0.83)

0.23 (0.86)

0.32 (2.20)

  1. *Procedure data, medicine history and comorbidities are not included in this table
  2. **NHW: Non-Hispanic Whites
  3. ***NHB: Non-Hispanic Blacks