Table 5 Highest predictive features of high emotional exhaustion (MBI) from full survey data
Feature | Feature description | Predictive power |
|---|---|---|
F173 | Rated Fatigue | 5.26% |
F85 | Management listens to employees | 2.91% |
F135 | Confidence in Management | 2.71% |
F27 | Overall Job Satisfaction | 2.37% |
F70 | Enough registered nurses | 2.27% |
F172 | Experience Emotional Problems | 2.02% |
F137 | Recommend place of work to receive healthcare services | 1.81% |
F162 | Incomplete nursing care | 1.77% |
F169 | Pain rating | 1.68% |
F161 | Amount of workday spent on non-nursing tasks | 1.57% |
F73 | Enough staff on hand to get the work done | 1.54% |
F23 | Number of years worked in current hospital | 1.51% |