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Table 3 Probit results and Marginal effects of the explanatory variables on the probability of death from COVID-19

From: Effect of comorbidities and risk conditions on death from COVID-19 in migrants in Mexico

 

Probit regression

Marginal effects

Coef

Std Error

P value

dy/dx

Std Error

Nationality groups (ref: South America)

 Central America

0.256

0.246

0.295

0.008

0.008

 Caribbean Region

0.015

0.451

0.973

0.000

0.013

 Other

0.446

0.225

0.047**

0.015

0.007

 Hypertension

0.123

0.212

0.562

0.004

0.007

 Cardiovascular

0.396

0.462

0.392

0.014

0.016

 Obesity

0.320

0.214

0.130

0.011

0.007

 Diabetes

0.092

0.233

0.691

0.003

0.008

 Immunosuppression

0.534

0.578

0.355

0.019

0.020

 Pneumonia

0.922

0.219

0.001***

0.032

0.007

 Asthma

−0.135

0.427

0.752

−0.004

0.015

 COPD

−0.030

0.495

0.952

−0.001

0.017

 Sex

−0.285

0.188

0.130

−0.009

0.006

 Age

0.021

0.005

0.001***

0.000

0.000

 Smoking

−0.300

0.345

0.385

−0.010

0.012

 Days elapsed

0.032

0.022

0.143

0.001

0.000

 HCMP

− 142.740

27.840

0.001***

−0.881

0.003

 ICU

−0.389

0.263

0.139

−0.014

0.009

 Intubated

1.850

0.272

0.001***

0.064

0.009

Goodness of fit statistics

 LR chi2(18)

= 395.930

    

 Prob > chi2

= 0.000

    

 Pseudo R2

= 0.586

    
  1. ***0.001 significance level
  2. ** 0.05 significance level
  3. Source. Author’s elaboration, from the MMH (2021c)