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Table 7 Parameter estimates for the three component truncated Poisson finite mixture model on older patients (65+)

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

0.044

0.005

***

0.075

0.006

***

0.145

0.020

***

Foreign

− 0.772

0.030

***

− 0.252

0.021

***

0.216

0.072

**

Age

0.005

0.000

***

0.001

0.000

*

0.002

0.001

 

Mental disorders

0.616

0.008

***

0.555

0.012

***

0.672

0.033

***

Diseases of the nervous system and sense organs

0.458

0.009

***

0.312

0.015

***

0.251

0.045

***

Diseases of the circulatory system

0.591

0.006

***

0.400

0.007

***

0.282

0.027

***

Diseases of the respiratory system

0.562

0.009

***

0.440

0.013

***

0.261

0.044

***

Diseases of the digestive system

0.601

0.013

***

0.481

0.020

***

0.319

0.091

**

Diseases of the genitourinary system

0.467

0.013

***

0.297

0.019

***

0.140

0.058

*

Diseases of the musculoskeletal system

0.547

0.011

***

0.415

0.015

***

0.416

0.046

***

Congenital anomalies

0.631

0.006

***

0.482

0.008

***

0.514

0.025

***

Multiple chronicity

0.521

0.009

***

0.317

0.011

***

0.269

0.036

***

_cons

− 0.557

0.023

***

1.180

0.031

***

2.124

0.113

***

Number of observations

328,901

Correlation real accesses vs predicted

0.91

AIC

958,152

% of patients

89.6%

10.1%

0.3%

% accesses

71%

27%

2%

Average number of accesses

1.84

6.27

18.32

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