Table 3.
Logistic regression model for the willingness of nurses to help Hubei combat COVID‐19 (N = 11,183)
| Variables | B | S.E. | Wald | df | p | Odds ratio | 95% CI | |
|---|---|---|---|---|---|---|---|---|
| Constant | −0.627 | 0.644 | 0.946 | 1 | 0.331 | 0.534 | Lower | Upper |
| Location | ||||||||
| Hunan | −0.302 | 0.218 | 1.929 | 1 | 0.165 | 0.739 | 0.482 | 1.132 |
| Chongqing | −0.409 | 0.100 | 16.558 | 1 | <0.001 | 0.664 | 0.546 | 0.809 |
| Gender | ||||||||
| Females | 0.224 | 0.268 | 0.697 | 1 | 0.404 | 1.251 | 0.739 | 2.118 |
| Age | ||||||||
| 30–39 years | −0.203 | 0.141 | 2.059 | 1 | 0.151 | 0.816 | 0.619 | 1.077 |
| ≧40 years | −0.734 | 0.224 | 10.757 | 1 | 0.001 | 0.480 | 0.309 | 0.744 |
| Professional qualification | ||||||||
| Middle (nurses in charge) | 0.065 | 0.137 | 0.222 | 1 | 0.637 | 1.067 | 0.815 | 1.396 |
| Senior (chief nurses) | 0.851 | 0.346 | 6.041 | 1 | 0.014 | 2.342 | 1.188 | 4.616 |
| Political party Membership | ||||||||
| The Communist Party of China | 0.357 | 0.166 | 4.644 | 1 | 0.031 | 1.429 | 1.033 | 1.978 |
| Other democratic parties | 0.124 | 0.477 | 0.068 | 1 | 0.795 | 1.132 | 0.444 | 2.886 |
| Education | ||||||||
| Bachelor degree | 0.178 | 0.095 | 3.534 | 1 | 0.060 | 1.195 | 0.992 | 1.439 |
| Master degree or above | 0.645 | 0.692 | 0.869 | 1 | 0.351 | 1.907 | 0.491 | 7.409 |
| Years of working | ||||||||
| 3–5 years | −0.168 | 0.223 | 0.566 | 1 | 0.452 | 0.845 | 0.546 | 1.309 |
| 5–10 years | −0.190 | 0.196 | 0.935 | 1 | 0.334 | 0.827 | 0.563 | 1.215 |
| >10 years | −0.093 | 0.140 | 0.440 | 1 | 0.507 | 0.912 | 0.693 | 1.199 |
| Working department | ||||||||
| Emergency department | −0.018 | 0.176 | 0.011 | 1 | 0.918 | 0.982 | 0.696 | 1.386 |
| Infectious departments | −0.714 | 0.212 | 11.340 | 1 | 0.001 | 0.490 | 0.323 | 0.742 |
| Critical care units | 0.437 | 0.152 | 8.232 | 1 | 0.004 | 1.549 | 1.149 | 2.088 |
| Marital status | ||||||||
| Married | −0.392 | 0.174 | 5.091 | 1 | 0.024 | 0.675 | 0.480 | 0.950 |
| No. of children | ||||||||
| 1 | −0.059 | 0.162 | 0.133 | 1 | 0.715 | 0.942 | 0.685 | 1.296 |
| ≧2 | −0.152 | 0.186 | 0.671 | 1 | 0.413 | 0.859 | 0.597 | 1.236 |
| Living condition | ||||||||
| Living with parents | −0.161 | 0.093 | 3.015 | 1 | 0.083 | 0.851 | 0.710 | 1.021 |
| Attitude of family | ||||||||
| Strongly support | 3.420 | 0.227 | 227.573 | 1 | <0.001 | 30.558 | 19.596 | 47.651 |
| Support | 2.421 | 0.203 | 142.625 | 1 | <0.001 | 11.259 | 7.567 | 16.752 |
| A bit not support | 0.947 | 0.199 | 22.618 | 1 | <0.001 | 2.577 | 1.745 | 3.807 |
| Participated in public health crisis | 0.156 | 0.191 | 0.666 | 1 | 0.414 | 1.169 | 0.804 | 1.699 |
| Friends/ family participated in public health crisis | 0.199 | 0.112 | 3.199 | 1 | 0.074 | 1.221 | 0.981 | 1.519 |
| With isolated colleagues | −0.294 | 0.187 | 2.473 | 1 | 0.116 | 0.745 | 0.517 | 1.075 |
| Had close contact with patients | −0.170 | 0.173 | 0.965 | 1 | 0.326 | 0.844 | 0.601 | 1.184 |
| Bought Insurance | 0.147 | 0.108 | 1.843 | 1 | 0.175 | 1.159 | 0.937 | 1.433 |
| Received training | ||||||||
| Frequently | 0.627 | 0.243 | 6.667 | 1 | 0.010 | 1.873 | 1.163 | 3.015 |
| Sometimes | 0.454 | 0.246 | 3.401 | 1 | 0.065 | 1.575 | 0.972 | 2.553 |
| Understanding of related knowledge | ||||||||
| Very good understanding | 0.294 | 0.465 | 0.399 | 1 | 0.528 | 1.342 | 0.539 | 3.340 |
| Good understanding | 0.534 | 0.445 | 1.439 | 1 | 0.230 | 1.706 | 0.713 | 4.081 |
| Partly understanding | 0.475 | 0.439 | 1.171 | 1 | 0.279 | 1.608 | 0.680 | 3.800 |
| Time spent on learning daily | ||||||||
| 1−3h | 0.230 | 0.093 | 6.124 | 1 | 0.013 | 1.259 | 1.049 | 1.511 |
| >3h | 0.258 | 0.238 | 1.176 | 1 | 0.278 | 1.294 | 0.812 | 2.062 |
| Health status | ||||||||
| Energetic and spirited | 1.017 | 0.299 | 11.559 | 1 | 0.001 | 2.766 | 1.539 | 4.971 |
| Stable | 0.707 | 0.269 | 6.913 | 1 | 0.009 | 2.027 | 1.197 | 3.433 |
| Depressed | 0.574 | 0.271 | 4.470 | 1 | 0.034 | 1.775 | 1.043 | 3.021 |
| Unhappy for a long time | 0.565 | 0.331 | 2.902 | 1 | 0.088 | 1.759 | 0.919 | 3.367 |
| Sleep disorders | 0.665 | 0.290 | 5.248 | 1 | 0.022 | 1.945 | 1.101 | 3.435 |
| Stress level | −0.036 | 0.038 | 0.885 | 1 | 0.347 | 0.965 | 0.895 | 1.040 |
| Anxiety level | −0.142 | 0.037 | 15.026 | 1 | <0.001 | 0.867 | 0.807 | 0.932 |
R2 = 0.311, p < .001. Reference for the two‐or‐more categorical variables. Location: Xinjiang as the reference variable; Age: 20–29 years as the reference variable; Professional qualification: primary (registered nurses) as the reference variable; Political party membership: no membership as the reference variable; Education: associate degree as the reference variable; Years of working: <3 years as the reference variable; Working departments: Other departments as the reference variable. No. of child: with no child as the reference variable; Attitude of family: not support at all as the reference variable; Training: received no training as the reference variable;; Understanding of related knowledge: not understanding as the reference variable; Time spent on learning related knowledge:<1 hr per day as the reference variable; Health status: Others as the reference variable.