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Table 2 Empirical Results for the Mixed Effect Logit Model

From: Nurse staffing, direct nursing care hours and patient mortality in Taiwan: the longitudinal analysis of hospital nurse staffing and patient outcome study

 

Coefficient

(z value)

OR

[95% CI]

Direct Nursing Care Hours

-0.935

0.393

(if DNCH > Median)

(-4.05)**

[0.245, 0.617]

Nurse Manpower

-0.530

0.589

(if Nurses > Median)

(-2.38)*

[0.381, 0.911]

Medical Center

0.017

1.017

 

(0.05)

[0.521, 1.988]

Regional Hospital

0.761

2.140

 

(2.95)**

[1.291, 3.546]

District Hospital

(Reference Group)

------

------

Hospital Scale

0.100

1.105

(if # of Beds > Median)

(0.47)

[0.731, 1.670]

Age

0.597

1.816

(if > Median)

(3.27)**

[1.270, 2.598]

Length of Stay

0.696

2.007

(if LOS > Median)

(4.08)**

[1.436, 2.804]

Internal Medicine Ward

-2.245

(-7.97)**

0.106

[0.061, 0.184]

Surgical Ward

-3.785

(-11.03)**

0.023

[0.012, 0.044]

Comprehensive Ward

-1.845

(-5.40)**

0.158

[0.081, 0.309]

Intensive Care Unit

(Reference Group)

------

------

Time Variable

-0.004

(-0.11)

------

Constant

2.512

(5.97)**

------

ICC with intercept only

 

65.30%

 

ICC with final fitted model

 

38.58%

 
 

H0: Selected Model vs. HA: Saturated Model

Hosmer-Lemeshow Test

χ df = 8 2 =8.20 p value = 0.41

  1. "**" and "*" represent 1% and 5% significance level, respectively