Table 2 Logistic regression results.

From: Natural language processing analysis of the psychosocial stressors of mental health disorders during the pandemic

 

Suicidal

Depressive

Anxious

Intercept

−0.693***

−1.354***

−2.269***

 

(0.203)

(0.214)

(0.262)

Themes

   

 Self-image

0.405***

0.481***

−0.186

 

(0.153)

(0.154)

(0.168)

 Performance

−0.259

0.504***

0.060

 

(0.159)

(0.159)

(0.170)

 Sexual diversity

−0.554***

−0.492**

−0.012

 

(0.202)

(0.198)

(0.212)

 Emotional crisis

0.599***

0.802***

1.076***

 

(0.148)

(0.150)

(0.164)

 Relational

−0.350**

0.140

−0.190

 

(0.170)

(0.171)

(0.187)

 Violence

0.335*

0.422**

−0.170

 

(0.172)

(0.179)

(0.189)

Strategies

   

 Emotional containment

0.529***

0.233

−0.125

 

(0.185)

(0.178)

(0.203)

 Professional derivation

0.290*

0.247

−0.130

 

(0.163)

(0.171)

(0.179)

 Psycho-education

0.231

−0.113

0.330*

 

(0.179)

(0.185)

(0.186)

 Exploration of the problem

−0.908***

−0.598***

0.253

 

(0.209)

(0.213)

(0.252)

 Identification of personal resources

0.503***

0.849***

0.336**

 

(0.156)

(0.152)

(0.171)

 Inducing reflection

0.050

−0.111

0.256

 

(0.170)

(0.173)

(0.178)

 Validation of personal experience

0.100

0.581***

0.730***

 

(0.166)

(0.163)

(0.192)

Observations

1000

1000

1000

Pseudo R2

0.08938

0.1441

0.1027

  1. The significance of each coefficient was tested using a t-test.
  2. *p < 0.1; **p < 0.05; ***p < 0.01.