eTable 4. Linear fixed-effects models for change of GAD-7 (anxiety disorder) in the NAKO study during the COVID-19 pandemic (2020) compared to the previous period (2014–2019)*1.
M1 | M2 | M3 | M4 | |||||
b | [95% CI] | b | [95% CI] | b | [95% CI] | b | [95% CI] | |
Wave | ||||||||
Baseline survey | Ref. | Ref. | Ref. | Ref. | ||||
COVID-19 survey | 0.29*** | [0.28; 0.31] | 0.06*** | [0.04; 0.08] | –0.02* | [–0.04; –0.00] | 0.06*** | [0.03; 0.08] |
Occupational and financial changes during the pandemic | ||||||||
Change in employment situation | ||||||||
Working – no pandemic-related change | Ref. | Ref. | Ref. | |||||
Working – change of job | 0.42** | [0.16; 0.68] | 0.36** | [0.11; 0.62] | 0.38** | [0.12; 0.63] | ||
Working – increased working hours | 0.78*** | [0.72; 0.85] | 0.75*** | [0.69; 0.82] | 0.71*** | [0.65; 0.77] | ||
Working – reduced working hours with short-time allowance | 0.19*** | [0.13; 0.25] | –0.18*** | [–0.24; –0.12] | –0.20*** | [–0.26; –0.13] | ||
Working – reduced working hours without short-time allowance | 0.34*** | [0.28; 0.39] | 0.14*** | [0.09; 0.19] | 0.13*** | [0.08; 0.18] | ||
Unemployed prior to Corona | 0.64*** | [0.55; 0.73] | 0.59*** | [0.50; 0.68] | 0.52*** | [0.43; 0.61] | ||
Unemployed due to Corona | 1.11*** | [0.89; 1.33] | 0.69*** | [0.46; 0.91] | 0.66*** | [0.44; 0.88] | ||
Inactive person (pension, retirement, study) | –0.13*** | [–0.17; –0.08] | –0.14*** | [–0.18; –0.09] | –0.12*** | [–0.17; –0.08] | ||
Job insecurity | ||||||||
High (ref.: “low or not employed“) | 0.86*** | [0.81; 0.90] | 0.71*** | [0.67; 0.76] | 0.69*** | [0.65; 0.74] | ||
Working from home | ||||||||
Yes, always or on some days (ref.: “No“) | 0.32*** | [0.28; 0.36] | 0.32*** | [0.29; 0.36] | 0.28*** | [0.25; 0.32] | ||
Change in financial situation | ||||||||
No change | Ref. | Ref. | ||||||
Improvement | –0.13** | [–0.22; –0.04] | –0.15** | [–0.24; –0.06] | ||||
Deterioration | 0.76*** | [0.72; 0.81] | 0.75*** | [0.71; 0.80] | ||||
Model information | ||||||||
R2 (intrapersonal) | 0.008 | 0.028 | 0.035 | 0.062 | ||||
R2 (interpersonal) | 0.000 | 0.035 | 0.043 | 0.150 | ||||
R2 (total) | 0.002 | 0.030 | 0.037 | 0.118 | ||||
Individuals (n) | 161 787 | 161 787 | 161 787 | 161 787 | ||||
Observations (n) | 323 574 | 323 574 | 323 574 | 323 574 |
*1 Model 1: Main effect not adjusted; Model 2: main effect and occupational and financial changes; Model 3: additionally adjusted for financial strains;
Model 4: additionally adjusted for the following covariates: age, household composition, general health, SARS-CoV-2 high-risk contact and SARS-CoV-2 infection
Significance level: * p<0.05; ** p<0.01; *** p<0.001. The total R-squared value indicates the weighted mean of the explained variance between and within individuals.
b, adjusted regression coefficient; GAD-7, Generalized Anxiety Disorder Scale-7;
CI, confidence interval; M, model; NAKO, German National Cohort Study; ref., reference category