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Table 1 Multilevel linear regression analyses results for gender differences in depressive feelings, controlling for the national level of stringency, for socio-demographic, socioeconomic, and academic factors, for COVID-19 related factors, and for relevant country-level control variables

From: An international comparison of gender differences in mental health among higher-education students during the first wave of the COVID-19 pandemic: a multilevel design

  

Model 1

Model 2

Model 3

  

B

S.E.

 

B

S.E.

 

B

S.E.

 

Gender (ref. men)

Women

0.699

0.098

***

0.697

0.087

***

0.279

0.085

***

Stringency index

0.056

0.024

*

0.047

0.025

a

0.006

0.020

 

Gender * Stringency index

   

0.018

0.008

*

0.012

0.008

 

Individual-level factors

Socio-demographic, socioeconomic, and academic factors

 

Age (ref. 17–25)

         
 

>=26

-0.557

0.093

***

-0.555

0.093

***

-0.261

0.085

**

 

Migration status (ref. no)

         
 

First generation migrant background

0.646

0.105

***

0.646

0.105

***

0.264

0.096

**

 

Second generation migrant background

0.603

0.118

***

0.606

0.118

***

0.436

0.107

***

 

Education parents (ref. High)

         
 

Low educational background

0.406

0.136

**

0.406

0.136

**

-0.015

0.124

 
 

Moderate educational background

0.248

0.082

**

0.248

0.082

**

-0.069

0.075

 
 

Study program (ref. first-year bachelor)

         
 

Bachelor (not in the first year)

0.218

0.094

*

0.217

0.094

*

-0.019

0.085

 
 

Master program

-0.298

0.091

***

-0.300

0.091

***

0.060

0.083

 
 

Other programs

-0.505

0.236

*

-0.504

0.236

*

-0.599

0.214

**

COVID-19 related factors

 

Worries to get infected with COVID-19

      

0.198

0.011

***

 

Academic stress

      

0.463

0.009

***

 

Participation in social activities (ref. both online and face to face)

         
 

No social activities

      

1.199

0.214

***

 

Only face to face

      

0.109

0.181

 
 

Only online

      

0.759

0.075

***

 

Financial situation (ref. no change: not struggling)

        
 

No change: struggling with financial resources

      

1.550

0.170

***

 

Change: worse during covid

      

1.203

0.075

***

 

Change: better during covid

      

0.558

0.126

***

Country-level control variables

 

Timing survey (ref. After COVID-19 peak)

         
 

Before the COVID-19 peak

0.335

0.62

 

0.323

0.631

 

0.217

0.495

 
 

During the COVID-19 peak

-0.312

0.646

 

-0.259

0.657

 

-0.457

0.517

 
 

Real GDP growth rate

-0.335

0.208

 

-0.352

0.212

 

-0.140

0.166

 
 

Excess mortality rate

-1.842

2052

 

-1.907

2083

 

-0.955

1645

 

Variance

 

Country level

0.863

0.322

 

0.920

0.335

 

0.539

0.207

 
 

Random slope gender

0.074

0.063

 

0.028

0.048

 

0.043

0.045

 
 

HEI level

0.582

0.138

 

0.582

0.138

 

0.376

0.095

 
 

Individual-level

23.982

0.24

 

23.982

0.240

 

19.805

0.199

 
 

-2LL

120692.2

  

120688.1

  

116837.6

  
  1. * p < 0,05; **p < 0,01; *** p < 0,001