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Table 6 Parameter estimates for the three components truncated Poisson finite mixture model on paediatric patients (0–14)

From: Frequent use of emergency departments and chronic conditions in ageing societies: a retrospective analysis based in Italy

Variable

First latent class

Second latent class

Third latent class

Coef.

Std. err.

Sig.

Coef.

Std. err.

Sig.

Coef.

Std. err.

Sig.

Male

0.101

0.009

***

0.040

0.007

***

0.045

0.021

*

Foreign

− 0.022

0.001

***

− 0.022

0.001

***

− 0.024

0.002

***

Age

− 0.113

0.015

***

0.068

0.010

***

0.059

0.029

*

Mental disorders

0.999

0.026

***

0.575

0.027

***

0.522

0.062

***

Diseases of the nervous system and sense organs

0.733

0.029

***

0.443

0.030

***

0.405

0.061

***

Diseases of the circulatory system

0.784

0.042

***

0.406

0.046

***

0.341

0.118

**

Diseases of the respiratory system

1.074

0.020

***

0.645

0.022

***

0.535

0.066

***

Diseases of the digestive system

0.781

0.047

***

0.381

0.057

***

0.217

0.115

 

Diseases of the genitourinary system

0.863

0.025

***

0.441

0.029

***

0.389

0.066

***

Diseases of the musculoskeletal system

0.864

0.030

***

0.440

0.036

***

0.306

0.094

**

Congenital anomalies

0.809

0.015

***

0.455

0.014

***

0.507

0.038

***

Multiple chronicity

0.044

0.031

 

0.203

0.032

***

0.116

0.062

 

_cons

− 0.110

0.011

***

1.4788

0.008

***

2.466

0.022

***

Number of observations

173,351

Correlation real accesses vs predicted

0.95

AIC

513,881

% of patients

78.8%

20.4%

0.8%

% accesses

61%

36%

4%

Average number of accesses

1.58

5.41

13.92

  1. Significance levels: * p value < 0.05; **p value < 0.01; ***p value < 0.001