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. 2020 Sep 4;22(9):e22227. doi: 10.2196/22227

Table 2.

Hierarchical linear regression analysis of depression among the general population in China during the early stages of the COVID-19 pandemic.

Variable β Standardized β 95% CI P value Adjusted R2 ΔR2
Demographic characteristics 0.023 0.031

Gender (male vs female) –0.429 –0.039 –0.926 to 0.068 .09


Age (>35 years vs ≤35 years) –0.082 –0.008 –0.675 to 0.511 .79


Marital status (married vs other) –0.669 –0.059
.06


Occupation


Health care worker 0.407 0.031 –0.259 to 1.073 .23



Student 0.277 0.019 –0.599 to 1.154 .54



Teacher, lawyer, or journalist 0.745 0.054 0.066 to 1.425 .03a



Other 0.502 0.036 –0.188 to 1.192 .15


Education


Below junior college vs bachelor’s degree and above 0.437 0.027 –0.299 to 1.174 .25



Junior college vs bachelor’s degree and above 0.433 0.040 –0.053 to 0.919 .08


Monthly income (¥)b


≤5000 vs >10,000 0.382 0.034 –0.226 to 0.991 .22



5001-10,000 vs >10,000 –0.231 –0.021 –0.791 to 0.330 .42

Psychological responses 0.306 0.286

Feeling stressed


Not sure vs disagree –0.161 –0.015 –0.805 to 0.482 .62



Agree vs disagree 1.631 0.133 0.813 to 2.448 <.001c


Feeling helpless


Not sure vs disagree 0.665 0.059 0.097 to 1.234 .02a



Agree vs disagree 1.717 0.141 1.076 to 2.358 <.001c


Persistently being worried even with support


Not sure vs disagree 0.822 0.065 0.156 to 1.488 .016a



Agree vs disagree 2.016 0.170 1.299 to 2.733 <.001c


Being calm


Agree vs disagree –1.365 –0.125 –2.081 to –0.649 <.001c



Not sure vs disagree –0.477 –0.044 –1.115 to 0.160 .14


Being optimistic


Agree vs disagree 0.318 0.027 –0.296 to 0.933 .31



Not sure vs disagree –0.407 –0.035 –0.968 to 0.153 .15

Behavioral responses 0.404 0.101

Never feeling clean after disinfecting; scrubbing hands and items repeatedly


Sometimes vs no 0.175 0.015 –0.398 to 0.748 .55



Always vs no 0.803 0.069 0.231 to 1.374 .006c


Hoarding food, medicine, or daily supplies


Not sure vs disagree –0.157 –0.014 –0.683 to 0.369 .56



Agree vs disagree 1.393 0.102 0.686 to 2.099 <.001c


Social avoidance to avoid infection


Not sure vs disagree –0.421 –0.039 –1.060 to 0.218 .20



Agreed vs disagree –0.121 –0.011 –0.793 to 0.550 .72


Being distracted from work or study


Not sure vs disagree 0.951 0.080 0.311 to 1.590 .004c



Agree vs disagree 3.842 0.351 3.219 to 4.464 <.001c

Social support (yes vs no) –0.943 –0.055 –1.682 to –0.205 .012a 0.406 0.003

aSignificant at the .05 level (two-tailed).

b1 ¥ = US $0.15.

cSignificant at the .01 level (two-tailed).