Table 5.
Parameter | Overall Perception of Safety a(n = 1379) | Frequency of Events Reported b(n = 1379) | Collinearity | |||||||
---|---|---|---|---|---|---|---|---|---|---|
Estimate | p | 95% CI | Estimate | p | 95% CI | |||||
Lower | Upper | Lower | Upper | Tolerance | VIF c | |||||
Intercept | 0.082 | 0.742 | −0.409 | 0.574 | 1.186 | 0.006 | 0.343 | 2.029 | ||
Staff position | 0.089 | 0.037 * | 0.006 | 0.172 | 0.012 | 0.868 | −0.133 | 0.158 | 0.760 | 1.316 |
Years in hospital | −0.027 | 0.285 | −0.076 | 0.022 | 0.087 | 0.048 * | 0.001 | 0.174 | 0.218 | 4.594 |
Years in department | −0.024 | 0.365 | −0.077 | 0.028 | −0.047 | 0.319 | −0.140 | 0.046 | 0.220 | 4.546 |
Years in current profession | 0.006 | 0.778 | −0.038 | 0.051 | −0.013 | 0.745 | −0.091 | 0.065 | 0.438 | 2.284 |
Hours worked per week | 0.027 | 0.201 | −0.014 | 0.068 | 0.053 | 0.148 | −0.019 | 0.124 | 0.848 | 1.180 |
Average monthly income | 0.010 | 0.761 | −0.057 | 0.077 | 0.083 | 0.149 | −0.030 | 0.195 | 0.843 | 1.187 |
Contact with patients | 0.136 | 0.144 | −0.047 | 0.319 | 0.109 | 0.503 | −0.211 | 0.430 | 0.939 | 1.065 |
Teamwork within units | 0.169 | <0.001 * | 0.089 | 0.249 | 0.016 | 0.826 | −0.123 | 0.154 | 0.545 | 1.834 |
Organizational learning and continuous improvement | 0.147 | <0.001 * | 0.067 | 0.226 | 0.117 | 0.100 | −0.023 | 0.257 | 0.582 | 1.717 |
Staffing | 0.144 | <0.001 * | 0.067 | 0.220 | −0.046 | 0.492 | −0.179 | 0.086 | 0.859 | 1.164 |
Nonpunitive response to error | 0.095 | 0.001 * | 0.041 | 0.149 | −0.006 | 0.903 | −0.101 | 0.089 | 0.754 | 1.327 |
Supervisor/manager expectations and actions promoting patient safety | 0.179 | <0.001 * | 0.100 | 0.258 | 0.043 | 0.541 | −0.095 | 0.181 | 0.510 | 1.960 |
Feedback and communication about errors | 0.027 | 0.415 | −0.038 | 0.091 | 0.469 | 0.000 * | 0.356 | 0.581 | 0.528 | 1.893 |
Communication openness | −0.029 | 0.423 | −0.099 | 0.041 | −0.104 | 0.098 | −0.227 | 0.019 | 0.573 | 1.746 |
Hospital handoffs and transitions | 0.009 | 0.789 | −0.058 | 0.077 | 0.022 | 0.718 | −0.096 | 0.139 | 0.575 | 1.739 |
Teamwork across hospital units | 0.066 | 0.125 | −0.019 | 0.151 | 0.267 | 0.000 * | 0.118 | 0.415 | 0.438 | 2.282 |
Hospital management support for patient safety | 0.067 | 0.037 * | 0.004 | 0.131 | 0.087 | 0.117 | −0.022 | 0.196 | 0.502 | 1.991 |
Notes: * represents the dimensions and items with statistical significance in surgical departments; a Two-level multiple linear regression model: the first level comprises medical staff in surgical units, and the second level comprises county hospitals; b Multiple linear regression model; c VIF: Variance inflation factor. All VIFs < 5, showing no collinearity among the independent variables.