Fixed effect | ED doctors | Ward doctors | Ward nurses | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Number of tasks | OR | 95% CI | p Value | Number of tasks | OR | 95% CI | p Value | Number of tasks | OR | 95% CI | p Value | |
Primary task | ||||||||||||
Task type | <0.001* | <0.001* | <0.001* | |||||||||
Direct care (ref) | 623 | 1 | 1117 | 1 | 904 | 1 | ||||||
Administrative/ward related | 31 | 0.83 | 0.32 to 2.15 | 0.70 | 15 | 0.57 | 0.06 to 5.01 | 0.61 | 123 | 1.03 | 0.57 to 1.86 | 0.93 |
Answering pager | 5 | 1.05 | 0.17 to 6.63 | 0.96 | 83 | 0.91 | 0.37 to 2.22 | 0.84 | NA | |||
Combined medication tasks | 137 | 0.94 | 0.58 to 1.50 | 0.78 | 415 | 1.17 | 0.72 to 1.91 | 0.53 | 1341 | 1.52 | 1.14 to 2.03 | 0.005 |
Documentation | 723 | 1.55 | 1.10 to 2.19 | 0.01 | 823 | 1.52 | 1.02 to 2.27 | 0.04 | 506 | 1.72 | 1.20 to 2.45 | 0.003 |
In transit | 105 | 0.56 | 0.33 to 0.94 | 0.03 | 550 | 1.47 | 0.96 to 2.26 | 0.08 | 358 | 1.28 | 0.87 to 1.89 | 0.22 |
Indirect care | 1070 | 0.84 | 0.62 to 1.13 | 0.24 | 1956 | 0.87 | 0.60 to 1.25 | 0.45 | 978 | 1.02 | 0.76 to 1.38 | 0.89 |
Professional communication | 457 | 0.70 | 0.49 to 1.00 | 0.05 | 1730 | 0.83 | 0.55 to 1.25 | 0.37 | 670 | 0.59 | 0.40 to 0.86 | 0.01 |
Social activities | 41 | 0.47 | 0.20 to 1.10 | 0.08 | 82 | 0.64 | 0.27 to 1.48 | 0.29 | 22 | 1.62 | 0.45 to 5.74 | 0.46 |
Supervisor/education | 19 | 0.86 | 0.27 to 2.78 | 0.80 | 192 | 0.85 | 0.47 to 1.54 | 0.59 | 365 | 0.37 | 0.20 to 0.67 | 0.001 |
Other | NA | NA | 21 | 0.49 | 0.10 to 2.33 | 0.37 | ||||||
Tool involved† | ||||||||||||
Permanent record | 1108 | NS | 3096 | NS | 1770 | 1.36 | 1.09 to 1.69 | 0.01 | ||||
Phone | 123 | 0.55 | 0.32 to 0.97 | 0.04 | 370 | NS | 113 | NS | ||||
Nothing | 1465 | 0.65 | 0.51 to 0.83 | 0.001 | 1917 | 0.72 | 0.57 to 0.91 | 0.01 | 2877 | NS | ||
Task duration | NS | 1.25 | 1.16 to 1.34 | <0.0001 | NS | |||||||
Secondary task | ||||||||||||
Task type | <0.001* | <0.001* | <0.001* | |||||||||
Direct care (ref) | 105 | 1 | 156 | 1 | 435 | 1 | ||||||
Administrative/ward related | 20 | 0.59 | 0.17 to 2.04 | 0.40 | 19 | 0.28 | 0.03 to 2.27 | 0.23 | 41 | 0.71 | 0.25 to 2.01 | 0.51 |
Answering pager | 12 | 2.07 | 0.51 to 8.40 | 0.31 | 214 | 18.44 | 9.13 to 37.28 | <0.0001 | NA | |||
Combined medication tasks | 216 | 0.23 | 0.12 to 0.45 | <0.0001 | 1017 | 0.17 | 0.08 to 0.34 | <0.0001 | 572 | 0.50 | 0.32 to 0.78 | 0.002 |
Documentation | 151 | 0.15 | 0.06 to 0.36 | <0.0001 | 1191 | 0.17 | 0.08 to 0.34 | <0.0001 | 221 | 0.19 | 0.09 to 0.40 | <0.0001 |
In transit | 167 | 0.58 | 0.29 to 1.17 | 0.13 | 199 | 0.27 | 0.11 to 0.66 | 0.004 | 113 | 0.48 | 0.19 to 1.22 | 0.12 |
Indirect care | 497 | 0.70 | 0.37 to 1.32 | 0.27 | 678 | 0.15 | 0.07 to 0.31 | <0.0001 | 253 | 0.46 | 0.25 to 0.85 | 0.01 |
Professional communication | 1761 | 0.56 | 0.30 to 1.04 | 0.07 | 3230 | 0.65 | 0.35 to 1.20 | 0.17 | 3329 | 0.85 | 0.59 to 1.22 | 0.38 |
Social activities | 261 | 0.53 | 0.27 to 1.04 | 0.07 | 193 | 0.31 | 0.14 to 0.69 | 0.00 | 54 | 0.40 | 0.15 to 1.05 | 0.06 |
Supervisor/education | 21 | 0.28 | 0.07 to 1.07 | 0.06 | 66 | 0.19 | 0.06 to 0.59 | 0.004 | 259 | 0.09 | 0.04 to 0.25 | <0.0001 |
Other | NA | NA | 11 | 2.79 | 0.67 to 11.55 | 0.16 | ||||||
Task duration | 1.20 | 1.10 to 1.30 | <0.0001 | 1.20 | 1.11 to 1.30 | <0.0001 | 1.66 | 1.52 to 1.81 | <0.0001 | |||
Person involved† | ||||||||||||
Patient | 216 | 0.34 | 0.20 to 0.56 | <0.0001 | 1335 | 0.21 | 0.13 to 0.32 | <0.0001 | 1045 | 0.47 | 0.35 to 0.64 | <0.0001 |
Doctor | 1152 | 1.54 | 1.19 to 1.99 | 0.001 | 4938 | 0.58 | 0.46 to 0.71 | <0.0001 | 337 | NS | ||
Nurse | 697 | 1.37 | 1.04 to 1.81 | 0.02 | 880 | NS | 3758 | 0.54 | 0.44 to 0.66 | <0.0001 | ||
No one | 813 | NS | 742 | 0.58 | 0.38 to 0.90 | 0.01 | 271 | 0.46 | 0.26 to 0.82 | 0.01 | ||
Tool involved† | ||||||||||||
Permanent record | 48 | 3.54 | 1.42 to 8.84 | 0.01 | 2664 | NS | 917 | 0.72 | 0.55 to 0.95 | 0.02 | ||
Computer | 187 | 0.48 | 0.28 to 0.83 | 0.01 | - | NS | 218 | NS | ||||
Phone | 332 | 4.09 | 2.60 to 6.46 | <0.0001 | 513 | 1.54 | 1.10 to 2.15 | 0.01 | 118 | 2.03 | 1.28 to 3.22 | 0.003 |
Nothing | 2306 | 2.01 | 1.40 to 2.89 | 0.0002 | 2556 | 1.77 | 1.38 to 2.28 | <0.0001 | 3935 | NS | ||
Temporal factors | ||||||||||||
Previous strategy‡ | ||||||||||||
Multitask (ref) | 1862 | 1 | 5974 | NS | 4125 | 1.00 | ||||||
Task-switch | 1219 | 1.92 | 1.60 to 2.31 | <0.0001 | 762 | 740 | 1.81 | 1.47 to 2.22 | <0.0001 | |||
Time of day | 0.01* | |||||||||||
<09:00 | 1031 | NS | 402 | 2.09 | 1.13 to 3.86 | 0.02 | 1264 | NS | ||||
09:00–11:59 | 598 | 2997 | 1.57 | 0.94 to 2.63 | 0.08 | 1580 | ||||||
12:00–13:59 | 574 | 1109 | 1.50 | 0.87 to 2.57 | 0.14 | 799 | ||||||
14:00–16:59 | 878 | 2143 | 2.04 | 1.22 to 3.40 | 0.01 | 1193 | ||||||
≥17:00 (ref) | 130 | 312 | 1 | 452 | ||||||||
Day of the week | 0.04* | |||||||||||
Monday | 655 | NS | 1214 | NS | 951 | 1.15 | 0.83 to 1.58 | 0.41 | ||||
Tuesday | 333 | 1232 | 1595 | 0.76 | 0.57 to 1.02 | 0.07 | ||||||
Wednesday (ref) | 802 | 1557 | 982 | 1 | . | |||||||
Thursday | 791 | 1398 | 1137 | 0.87 | 0.66 to 1.16 | 0.35 | ||||||
Friday | 630 | 1562 | 623 | 1.20 | 0.83 to 1.72 | 0.33 |
*p Value for global test for all categories together.
†Reference category is the complement; for example, reference category for ‘patient’ is ‘not-patient’.
‡First task in each session classed as missing.
ED, emergency department;NA, variable not available; NS, variable not significant in multivariate model.