Table 5: Total scores and multiple regression analysis (mean ± SD, β).
|
For factor |
RPAS |
|||||||||||
Stress-related |
Risk percept-related |
Total score► |
|||||||||||
Variables |
n |
F1* |
F2** |
F3# |
F4$ |
F1▲ |
F2∆ |
F3▼ |
|||||
Job |
|||||||||||||
MD |
629 |
3.2 ± 1.9,- |
2.5 ±1.3,- |
2.0 ± 1.3,- |
3. 3 ± 1.9,- |
3.6 ± 1.9,- |
4.4 ± 1.5,- |
4.3 ± 1.5,- |
3.3 ± 1.6,- |
||||
Nurse |
1026 |
3.8 ± 1.9, 0.22^^^ |
2.9 ± 1.4, 0.25^^^ |
2.4 ± 1.6, 0.16^^^ |
3.5 ± 1.9, 0.13^^^ |
4.0 ± 1.8, 0.07^ |
4.5 ± 1.5, 0.08^ |
4.6 ± 1.5, 0.21^^ |
3.6 ± 1.7, 0.25^^^ |
||||
Others |
182 |
3.4 ± 1.9, 0.02 |
2.6 ± 1.4, 0.00 |
2.2 ± 1.5, 0.04 |
3.2 ± 1.9, 0.02 |
3.4 ± 1.9, -0.01 |
4.3 ± 1.6, -0.04 |
4.3 ± 1.6, -0.01 |
3.3 ± 1.6, 0.01 |
||||
Gender |
|||||||||||||
Male |
409 |
3.2 ± 1.8, - |
2.5 ± 1.4,- |
2.0 ± 1.4,- |
3.2 ± 2.0,- |
6.9 ± 3.8,- |
4.6 ± 1.5,- |
4.5 ± 1.5,- |
3.8 ± 1.9,- |
||||
Female |
1428 |
3.7 ± 1.9, 0.04 |
2.8 ± 1.4, 0.056 |
2.4 ± 1.6, 0.05 |
3.4 ± 1.9, 0.03 |
4.2 ± 2.1, 0.07^^ |
4.5 ± 1.6,-0.01 |
4.3 ± 1.6, 0.00 |
3.6 ± 1.7, 0.04 |
||||
Degree |
|||||||||||||
College |
339 |
3.8 ± 2.0,- |
2.8 ± 1.4,- |
2.3 ± 1.6,- |
3.4 ± 1.9,- |
3.8 ± 1.8,- |
4.5 ± 1.6,- |
4.5 ± 1.5,- |
3.5 ± 1.7,- |
||||
Senior High School/Technical Secondary School and below |
21 |
3.6 ± 2.0, -0.06 |
2.8 ± 1.5,-0.14 |
2.2 ± 1.4,-0.04 |
3.2 ± 1.8, 0.05 |
3.5 ± 1.6, 0.00 |
4.5 ± 1.7,-0.01 |
4.3 ± 1.6, 0.07 |
3.4 ± 1.6,-0.02 |
||||
undergraduate |
1146 |
3.6 ± 1.9, -0.11 |
1.8 ± 1.4,-0.17 |
2.3 ± 1.5,-0.04 |
3.4 ± 1.9, 0.04 |
3.8 ± 1.9,-0.01 |
4.6 ± 1.6, 0.02 |
4.3 ± 1.5, 0.04 |
3.3 ± 1.9,-0.06 |
||||
Master |
285 |
3.2 ± 1.9, -0.13 |
2.5 ± 1.3,-0.10 |
2.1 ± 1.4,-0.03 |
2.7 ± 2.0, 0.10 |
3.6 ± 1.9, 0.00 |
4.5 ± 1.6, 0.00 |
4.2 ± 1.6, 0.03 |
3.2 ± 1.6,-0.04 |
||||
Doctor and above |
46 |
3.6 ± 2.0, -0.05 |
2.3 ± 1.3,-0.06 |
1.9 ± 1.5,-0.04 |
3.5 ± 2.1, 0.04 |
4.0 ± 1.8, 0.04 |
4.4 ± 1.6,-0.02 |
4.4 ± 1.5, 0.02 |
3.4 ± 1.7,-0.01 |
||||
Age groups (years) |
|||||||||||||
≤ 25 |
117 |
3.7 ± 1.9,- |
2.6 ± 1.5,- |
2.5 ± 1.6,- |
3.4 ± 1.9,- |
4.0 ± 2.0,- |
4.5 ± 1.5,- |
4.3 ± 1.4,- |
3.5 ± 1.6,- |
||||
26-35 |
944 |
3.7 ± 1.9, 0.03 |
2.7 ± 1.4, 0.16^^ |
2.3 ± 1.5,-0.04 |
3.4 ± 1.9, 0.07 |
3.8 ± 1.9, 0.01 |
4.4 ± 1.5, 0.04 |
4.5 ± 1.5, 0.10^ |
3.5 ± 1.7, 0.11^ |
||||
36-45 |
509 |
3.4 ± 2.0, -0.03 |
2.7 ± 1.6, 0.17^^^ |
2.2 ± 1.5,-0.04 |
3.4 ± 1.9, 0.07 |
3.7 ± 1.8,-0.02 |
4.5 ± 1.6, 0.07 |
4.4 ± 1.6, 0.08 |
3.4 ± 1.7, 0.06 |
||||
≥ 45 |
267 |
3.3 ± 2.1, -0.08 |
2.7 ± 1.3, 0.17^^ |
2.1 ± 1.4,-0.08 |
3.3 ± 1.9, 0.07 |
3.5 ± 2.0,-0.03 |
4.4 ± 1.6, 0.01 |
4.2 ± 1.6, 0.00 |
3.3 ± 1.7,-0.01 |
||||
Area type |
|||||||||||||
Villages |
5 |
3.9 ± 2.4,- |
2.5 ± 1.4,- |
3.6 ± 1.8,- |
2.9 ± 1.7,- |
4.4 ± 1.2,- |
4.2 ± 1.7,- |
4.6 ± 1.5,- |
3.7 ± 1.6,- |
||||
Towns |
80 |
3.6 ± 1.9, -0.08 |
2.7 ± 1.5, 0.01 |
2.4 ± 1.4,-0.26^^ |
3.6 ± 1.9, 0.07 |
4.1 ± 1.9, 0.17^ |
4.5 ± 1.6, 0.04 |
4.4 ± 1.4, 0.00 |
3.6 ± 1.6,-0.02 |
||||
County |
96 |
3.3 ± 1.8, -0.09 |
2.6 ± 1.2, 0.01 |
2.1 ± 1.4,-0.30^^^ |
3.5 ± 1.8, 0.05 |
3.6 ± 1.8, 0.14 |
4.5 ± 1.6, 0.04 |
4.3 ± 1.5, 0.02 |
3.4 ± 1.5,-0.02 |
||||
Prefecture-level cities |
1174 |
3.7 ± 2.0, -0.12 |
2.8 ± 1.5, 0.09 |
2.3 ± 1.5,-0.62^^^ |
3.3 ± 1.8, 0.10 |
3.6 ± 1.8, 0.32 |
4.5 ± 1.6, 0.10 |
4.5 ± 1.5, 0.06 |
3.5 ± 1.7,-0.02 |
||||
Provincial capital cities (municipalitcities directly under the Central Government) |
480 |
3.3 ± 1.9, -0.17 |
2.6 ± 1.4, 0.10 |
1.6 ± 1.4,-0.58^^^ |
3.6 ± 1.9, 0.18 |
4.2 ± 2.1, 0.41^ |
4.6 ± 1.6, 0.15 |
4.4 ± 1.4, 0.09 |
3.4 ± 1.6, 0.03 |
||||
Current state(Subjects) |
|||||||||||||
Medical observation at home |
10 |
4.6 ± 1.4,- |
3.2 ± 1.3,- |
2.4 ± 1.8,- |
3.1 ± 1.7,- |
3.6 ± 1.8,- |
4.5 ± 1.6,- |
4.8 ± 1.1,- |
3.2 ± 1.5,- |
||||
Hospital isolated ward |
938 |
4.0 ± 1.9, 0.06^^^ |
2.8 ± 1.4, 0.04 |
2.3 ± 1.7, 0.00 |
3.3 ± 1.7,-0.01 |
3.7 ± 1.9, 0.09^^^ |
4.5 ± 1.7,-0.02 |
4.3 ± 1.5, 0.06^^ |
3.5 ± 1.6, 0.05^ |
||||
Hospital general ward |
498 |
3.7 ± 1.9, 0.05^ |
2.8 ± 1.4, 0.02 |
2.3 ± 1.6, 0.01 |
3.4 ± 1.9,-0.01^ |
4.3 ± 2.1, 0.10^^^ |
4.6 ± 1.5, 0.04 |
4.5 ± 1.5, 0.08^^^ |
3.6 ± 1.7, 0.08^^^ |
||||
Hospital observated ward |
179 |
3.5 ± 2.0,-0.03 |
2.8 ± 1.4, 0.02 |
2.2 ± 1.5, 0.03 |
3.5 ± 1.9, 0.05 |
3.4 ± 1.3, 0.06^^ |
4.4 ± 1.6, 0.02 |
4.6 ± 1.5, 0.00 |
3.5 ± 1.6, 0.02 |
||||
Others |
210 |
3.5 ± 1.9,-0.01 |
2.7 ± 1.4, 0.00 |
2.2 ± 1.5,-0.02 |
3.4 ± 2.0, 0.02 |
3.7 ± 1.8, 0.03 |
4.5 ± 1.6,-0.01 |
4.4 ± 1.6, 0.01 |
3.4 ± 1.6, 0.01 |
||||
Hospital |
|||||||||||||
X (Grade 3A) |
366 |
3.4 ± 1.9,- |
2.5 ± 1.2,- |
2.1 ± 1.4,- |
3.4 ± 1.9,- |
3.8 ± 2.0,- |
4.4 ± 1.5,- |
4.4 ± 1.4,- |
3.4 ± 1.6,- |
||||
X1 (Grade 3A) |
1062 |
3.7 ± 1.9, 0.07^ |
2.8 ± 1.4, 0.08^ |
2.3 ± 1.5, 0.03 |
3.3 ± 1.9, 0.00 |
3.6 ± 1.8,-0.02 |
4.4 ± 1.5 ,0.00 |
4.5 ± 1.5, 0.06 |
3.5 ± 1.6, 0.06 |
||||
Y (Grade 3B) |
193 |
3.7 ± 1.9,-0.00 |
2.6 ± 1.3,-0.09^ |
2.3 ± 1.6,-0.03 |
3.0 ± 1.8, -0.13^^^ |
3.8 ± 1.6,-0.08^^ |
4.2 ± 1.3,-0.08^^^ |
4.5 ± 1.4,-0.85^^ |
3.4 ± 1.5,-0.08^ |
||||
Z (Grade 2 and below) |
216 |
3.3 ± 1.5,-0.10^^^ |
2.6 ± 1.3,-0.02 |
2.2 ± 1.2,-0.06^ |
3.5 ± 1.5, 0.18^^^ |
4.9 ± 2.1, 0.19^^^ |
4.7 ± 1.3, 0.11^^^ |
4.4 ± 1.3,-0.05 |
3.6 ± 1.4, 0.02 |
Adjusted for job, gender, degree, age group, area type, current state, hospital; ^P < 0.05; ^^P < 0.01; ^^^P < 0.001; *R2 = 0.14, adjusted R2 = 0.12; **R2 = 0.09, adjusted R2 = 0.06; #R2 = 0.05, adjusted R2 = 0.04; $R2 = 0.08, adjusted R2 = 0.07; ▲R2 = 0.11, adjusted R2 = 0.06; ∆R2 = 0.06, adjusted R2 = 0.04; ▼R2 = 0.07, adjusted R2 = 0.06; ►R2 = 0.12, adjusted R2 = 0.11; β, standardized partial regression coefficient; RPAS, The risk perception and psychological assessment scale; MD, medical doctor.