Table 4. Mixed linear model for the associations between patient-initiated violence and EE, JS, and IL.
MT-I (Ref none) | MT-II (Ref none) | |||||||||
---|---|---|---|---|---|---|---|---|---|---|
Dependent variable | Independent variable | β | T value | χ2 likelihood Δ | UN(1,1) # subject = hospital code | Independent variable | β | T value | χ2 likelihood Δ | UN(1,1) # subject = hospital code |
Emotional exhaustion (EE) | VA(occurrence) | 0.811 | 6.260*** | 61.760*** | 0.221*** | VA(Low freq.) | 0.520 | 4.320*** | 66.600*** | 0.223*** |
VA(High freq.) | 1.631 | 12.700*** | ||||||||
TA(occurrence) | 0.670 | 6.400*** | 64.690*** | 0.226*** | TA(Low freq.) | 0.424 | 4.340*** | 74.840*** | 0.245*** | |
TA(High freq.) | 1.573 | 14.180*** | ||||||||
PA(occurrence) | 0.599 | 6.990*** | 61.900*** | 0.210*** | PA(Low freq.) | 0.386 | 4.750*** | 72.040*** | 0.228*** | |
PA(High freq.) | 1.599 | 15.470*** | ||||||||
Job satisfaction (JS) | ||||||||||
Satisfaction with work(JS-1) | VA(occurrence) | -0.255 | -2.640** | 26.770*** | 0.058** | VA(Low freq.) | -0.171 | -1.770 | 28.220*** | 0.058*** |
VA(High freq.) | -0.494 | -4.790*** | ||||||||
TA(occurrence) | -0.180 | -2.300* | 28.790*** | 0.060*** | TA(Low freq.) | -0.128 | -1.620 | 29.570*** | 0.060*** | |
TA(High freq.) | -0.369 | -4.110*** | ||||||||
PA(occurrence) | -0.170 | -2.630** | 29.130*** | 0.061*** | PA(Low freq.) | -0.143 | -2.190* | 29.270*** | 0.060*** | |
PA(High freq.) | -0.295 | -3.540*** | ||||||||
Satisfaction with career(JS-2) | VA(occurrence) | -0.224 | -1.880 | 40.570*** | 0.121*** | VA(Low freq.) | -0.112 | -0.940 | 46.420*** | 0.129*** |
VA(High freq.) | -0.535 | -4.210*** | ||||||||
TA(occurrence) | -0.189 | -1.950 | 40.970*** | 0.121*** | TA(Low freq.) | -0.130 | -1.330 | 43.860*** | 0.127*** | |
TA(High freq.) | -0.402 | -3.630*** | ||||||||
PA(occurrence) | -0.274 | -3.460*** | 40.150*** | 0.120*** | PA(Low freq.) | -0.259 | -3.220** | 40.800*** | 0.121*** | |
PA(High freq.) | -0.344 | -3.350*** | ||||||||
Intention to leave (IL) | ||||||||||
Leave front-line clinical services(IL-1) | VA(occurrence) | 0.244 | 1.980* | 34.860*** | 0.104*** | VA(Low freq.) | 0.158 | 1.280 | 31.820*** | 0.100*** |
VA(High freq.) | 0.488 | 3.690*** | ||||||||
TA(occurrence) | 0.270 | 2.700** | 35.570*** | 0.104*** | TA(Low freq.) | 0.178 | 1.780 | 32.090*** | 0.101*** | |
TA(High freq.) | 0.607 | 5.340*** | ||||||||
PA(occurrence) | 0.136 | 1.650 | 34.480*** | 0.103*** | PA(Low freq.) | 0.026 | 0.320 | 24.870*** | 0.088** | |
PA(High freq.) | 0.653 | 6.250*** | ||||||||
Leave the hospital (IL-2) | VA(occurrence) | 0.109 | 0.850 | 24.630*** | 0.113*** | VA(Low freq.) | -0.004 | -0.030 | 19.240*** | 0.094** |
VA(High freq.) | 0.441 | 3.230** | ||||||||
TA(occurrence) | 0.193 | 1.860 | 24.640*** | 0.111*** | TA(Low freq.) | 0.086 | 0.830 | 19.680*** | 0.092** | |
TA(High freq.) | 0.594 | 5.050*** | ||||||||
PA(occurrence) | 0.140 | 1.640 | 24.700*** | 0.112** | PA(Low freq.) | 0.027 | 0.310 | 16.980*** | 0.084** | |
PA(High freq.) | 0.687 | 6.340*** | ||||||||
Quit practicing medicine(IL-3) | VA(occurrence) | 0.165 | 1.320 | 22.440*** | 0.079** | VA(Low freq.) | 0.065 | 0.520 | 21.270*** | 0.080** |
VA(High freq.) | 0.452 | 3.370*** | ||||||||
TA(occurrence) | 0.184 | 1.820 | 23.070*** | 0.080** | TA(Low freq.) | 0.080 | 0.790 | 21.900*** | 0.081** | |
TA(High freq.) | 0.565 | 4.900*** | ||||||||
PA(occurrence) | 0.198 | 2.360* | 22.690*** | 0.080** | PA(Low freq.) | 0.091 | 1.090 | 19.760*** | 0.077** | |
PA(High freq.) | 0.700 | 6.590*** |
Note. Only the predictors of VA, TA, and PA are presented here. Control variables considered in MT-I and MT-II included personal characteristics and work-related factors (see Table 2);
ΔNull Model Likelihood Ratio Test;
# Unstructured variances of the intercepts;
* p<0.05,
** p<0.01,
*** p<0.001.