Skip to main content

Table 5 Parameter estimates for the three components truncated Poisson finite mixture model on adults (15+)

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

0.005

0.003

 

− 0.001

0.003

 

0.080

0.011

***

Foreign

− 0.137

0.006

***

0.022

0.005

***

0.035

0.015

*

Age

− 0.002

0.000

***

− 0.003

0.000

***

− 0.002

0.000

***

Mental disorders

0.736

0.005

***

0.650

0.006

***

0.758

0.015

***

Diseases of the nervous system and sense organs

0.542

0.006

***

0.357

0.009

***

0.245

0.021

***

Diseases of the circulatory system

0.616

0.005

***

0.413

0.006

***

0.295

0.016

***

Diseases of the respiratory system

0.634

0.007

***

0.468

0.010

***

0.248

0.023

***

Diseases of the digestive system

0.645

0.009

***

0.475

0.012

***

0.260

0.030

***

Diseases of the genitourinary system

0.640

0.008

***

0.435

0.010

***

0.392

0.023

***

Diseases of the musculoskeletal system

0.616

0.008

***

0.429

0.011

***

0.308

0.027

***

Congenital anomalies

0.693

0.004

***

0.495

0.005

***

0.418

0.012

***

Multiple chronicity

0.497

0.006

***

0.343

0.007

***

0.369

0.018

***

_cons

-0.166

0.006

***

1.432

0.006

***

2.446

0.017

***

Number of observations

958,712

Correlation real accesses vs predicted

0.92

AIC

2,711,550

% of patients

84.4%

15.1%

0.5%

% accesses

69%

28%

3%

Average number of accesses

1.71

6.14

18.50

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