Table 6.
Association rule analysis of sleep quality in clinical Nurses
| Group | Order | ruler | support | confidence | coverage | lift | count |
|---|---|---|---|---|---|---|---|
| High Sleep Status | 1 | {Average Monthly Income = 7001–9000 RMB, Monthly Night Shifts ≥ 7 days, Psychological Distress Level (K10 Group) = Low Distress} | 0.011 | 1.000 | 0.011 | 1.585 | 19 |
| 2 |
{Average Monthly Income<3000 RMB, Number of Children = No Children, Work-Family Conflict = Low Conflict} |
0.011 | 1.000 | 0.011 | 1.585 | 19 | |
| 3 | {Average Monthly Income<3000 RMB, Psychological Distress Level (K10 Group) = Low Distress, Work-Family Conflict = Low Conflict} | 0.010 | 1.000 | 0.010 | 1.585 | 17 | |
| 4 | {Number of Children = No Children, Administrative Position = Yes, Work-Family Conflict = Moderate Conflict} | 0.011 | 1.000 | 0.011 | 1.585 | 19 | |
| 5 | {Marital Status = Unmarried/Divorced/Widowed, Psychological Distress Level (K10 Group) = Low Distress, Work-Family Conflict = Low Conflict} | 0.011 | 1.000 | 0.011 | 1.585 | 19 | |
| Moderate Sleep Status | 1 | {Marital Status = Married, Average Monthly Income = 3001–5000 RMB, On-the-Job Staff Status = No, Experienced Patient/Visitor Violence = Yes, Psychological Distress Level (K10 Group) = High Distress, Work-Family Conflict = Moderate Conflict} | 0.012 | 0.952 | 0.012 | 2.793 | 20.000 |
| 2 | {Marital Status = Married, Average Monthly Income = 3001–5000 RMB, Administrative Position = No, On-the-Job Staff Status = No, Experienced Patient/Visitor Violence = Yes, Psychological Distress Level (K10 Group) = High Distress, Work-Family Conflict = Moderate Conflict} | 0.011 | 0.950 | 0.012 | 2.786 | 19.000 | |
| 3 | { Administrative Position = No, Monthly Night Shifts ≥ 7 days, Experienced Patient/Visitor Violence = No, Psychological Distress Level (K10 Group) = Severe Distress, Work-Family Conflict = High Conflict} | 0.011 | 0.947 | 0.011 | 2.778 | 18.000 | |
| 4 | {Average Monthly Income = 5001–7000 RMB, Psychological Distress Level (K10 Group) = Severe Distress, Work-Family Conflict = High Conflict} | 0.015 | 0.929 | 0.017 | 2.723 | 26.000 | |
| 5 | {Average Monthly Income = 5001–7000 RMB, Administrative Position = No, Psychological Distress Level (K10 Group) = Severe Distress, Work-Family Conflict = High Conflict} | 0.014 | 0.923 | 0.015 | 2.707 | 24.000 | |
| Low Sleep Status | 1 | {Average Monthly Income<3000 RMB, On-the-Job Staff Status = No} | 0.011 | 0.109 | 0.104 | 3.895 | 19 |
| 2 | {Average Monthly Income<3000 RMB, Administrative Position = No, On-the-Job Staff Status = No} | 0.011 | 0.108 | 0.098 | 3.890 | 18 | |
| 3 | {Average Monthly Income<3000 RMB} | 0.012 | 0.099 | 0.120 | 3.534 | 20 | |
| 4 | {Average Monthly Income<3000 RMB, Administrative Position = No} | 0.011 | 0.098 | 0.114 | 3.531 | 19 | |
| 5 | {Psychological Distress Level (K10 Group) = Severe Distress} | 0.012 | 0.080 | 0.157 | 2.853 | 21 |