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. 2022 Jul 18;17(7):e0271468. doi: 10.1371/journal.pone.0271468

Table 2. Final stepwise regression models on the PHQ scores.

Coefficient Modell
Variable Standardized Beta T p R R2corr
PHQ-9 Depression
Overall level of pandemic stress 0.243 7.138 <0.001
Suffering from mental health problems before the pandemic 0.169 5.693 <0.001
ERQ: reappraisal sum score -0.154 -6.855 <0.001
Developed mental health problems due to pandemic: yes 0.145 6.181 <0.001
Mental-health problems before pandemic: Depressive Disorder 0.140 5.306 <0.001
Found work meaningful or relevant during the pandemic -0.099 -4.135 <0.001
ERQ: suppression sum score 0.109 4.884 <0.001
Age -0.101 -4.366 <0.001
Impression that social relationships have suffered long-term damage 0.116 4.365 <0.001
Relationship status: married -0.065 -2.818 0.005
Mental-health problems before pandemic: depressiveness 0.088 3.786 <0.001
Relationship status: separated 0.069 3.090 0.002
Mental health problems have changed since the pandemic* -0.081 -2.834 0.005
Worried about financial situation 0.132 3.820 <0.001
Financial losses due to the pandemic -0.090 -2.798 0.005
Verified COVID-19 illness: yes 0.058 2.630 0.009
Mental-health problems before pandemic: multiple problems 0.065 2.591 0.010
0.639 0.401
PHQ GAD-7
Overall level of pandemic stress 0.356 11.515 <0.001
Suffering from mental health problems before the pandemic 0.197 8.245 <0.001
Developed mental health problems due to pandemic: no -0.113 -3.265 0.001
ERQ: reappraisal sum score -0.176 -7.536 <0.001
Age -0.117 -5.053 <0.001
Mental-health problems before pandemic: multiple problems 0.096 4.078 <0.001
Developed mental health problems due to pandemic: yes 0.126 3.655 <0.001
Burden felt at work because of the pandemic -0.091 -3.050 0.002
0.586 0.339
PHQ-15 Somatoform
Overall level of pandemic stress 0.341 11.717 <0.001
Suffering from mental health problems before the pandemic 0.140 5.530 <0.001
Had to work from home -0.081 -3.188 0.001
Developed mental health problems due to pandemic: yes 0.112 4.514 <0.001
Worried about not getting adequate medical care for other conditions 0.108 3.987 <0.001
Occupational status: self-employed -0.080 -3.332 <0.001
Sex: male -0.100 -4.100 <0.001
Mental-health problems before pandemic: Depressive Disorder 0.084 3.355 <0.001
Education: PhD -0.096 -3.905 <0.001
Worried about having Covid-19, but no test was done or not done in time: no, not worried -0.071 -2.973 0.003
Education: university degree -0.068 -2.691 0.007
ERQ: suppression sum score 0.064 2.620 0.009
0.555 0.308

Total n = 1261.

PHQ-9: Patient Health Questionnaire-9 depression scale; GAD-7: Generalized Anxiety Disorder Scale-7; PHQ-15: Patient Health Questionnaire-15 somatic symptom scale; ERQ: Emotion Regulation Questionnaire.

*Change to the worse coded with lower numbers and change to the better coded with higher numbers, i.e. subjective change to the worse predicted elevated PHQ-9 scores.