Table 5.
Segmented time-series regression sensitivity analysis for the effect of a neurocritical care analgesia and sedation protocol on healthcare utilisation and costs after removing high-leverage outliers, 2011–2015 (N = 1,197).
Outcomes | Model Variable (95% CLs) |
|||
---|---|---|---|---|
Intercepta | Baseline Linear Trendb | Level Changec | Post-protocol Linear Trendd | |
| ||||
Total hospital days | 23.0 (15.9, 30.0) | −0.7 (−2.8, 1.4) | −0.5 (−11.3, 10.3) | 0.2 (−2.0, 2.3) |
P-value | <0.001 | 0.49 | 0.93 | 0.88 |
NCCU days | 11.7 (8.9, 14.5) | −0.5 (−1.2, 0.2) | 2.7 (−0.4, 5.7) | 0.2 (−0.6, 1.0) |
P-value | <0.001 | 0.13 | 0.08 | 0.58 |
Ventilator days | 7.4 (5.0, 9.8) | −0.5 (−1.0, 0.0) | 2.2 (0.02, 4.2) | 0.3 (−0.3, 0.9) |
P-value | <0.001 | 0.07 | 0.03 | 0.25 |
Total hospital costs, USDe | 83,882.8 (64,503.7, 103,262.0) | −2,557.9 (−6,706.0, 1,590.3) | 10,026.5 (−5,673.8, 25,726.8) | 541.7 (−3,923.9, 5,007.4) |
P-value | <0.001 | 0.20 | 0.19 | 0.80 |
NCCU costs, USDe | 31,524.7 (25,027.7, 38,021.7) | −1,385.7 (−2,989.7, 218.3) | 7,640.8 (−395.3, 15,677.0) | 687.3 (−1,196.4, 2,571.0) |
P-value | <0.001 | 0.08 | 0.06 | 0.44 |
Respiratory care costs, USDe | 4,841.1 (3,432.4, 6,249.8) | −285.8 (−600.9, 29.4) | 1,759.5 (179.8, 3,339.2) | 184.8 (−228.5, 598.1) |
P-value | <0.001 | 0.07 | 0.03 | 0.35 |
Abbreviation: CLs, Confidence limits; NCCU, neurocritical care unit.
The intercept is the model estimate for the outcomes in the first quarter of the study period.
Baseline linear trend describes the change in the outcome per quarter in the pre-protocol change period (2/1/2011 to 1/31/2013).
Level change is the estimated instantaneous change in the outcome in the first post-protocol period (2/1/2013 to 4/30/2013) compared with the expected rate based on the baseline trend.
Post-protocol linear trend describes the change in trend in the post-protocol change period (5/1/2013 to 1/31/2015); the trend in the post-protocol change period is the difference between the pre-protocol and post-protocol slopes of the outcome.
Dollars are represented as 2015 fiscal year dollars.