Table 3. Regression models for clinical outcomes.
Logistic regression | Linear regression | |||
---|---|---|---|---|
Mortality | LOS ICU | |||
Predictors | Odds Ratios | CI | Estimate (days) | CI |
(Intercept) | 0.00 | 0.00–0.01 | 5.91 | 5.01–6.80 |
High adherence group | 0.84 | 0.75–0.95 | -1.58 | -1.93 –-1.23 |
Age | 1.01 | 1.00–1.01 | -0.10 | -0.11 –-0.09 |
Male gender | 1.13 | 1.03–1.24 | 1.11 | 0.81–1.41 |
SAPS-2 on admission | 1.04 | 1.03–1.04 | 0.11 | 0.10–0.12 |
CCI (Age adjusted) | 1.10 | 1.09–1.11 | 0.62 | 0.59–0.66 |
Admission type * | ||||
Emergency Surgery | 2.46 | 2.12–2.86 | 3.02 | 2.58–3.46 |
Medical | 2.78 | 2.43–3.19 | 1.48 | 1.11–1.84 |
Main diagnostic category ** | ||||
Infection, sepsis | 2.22 | 1.81–2.71 | 2.03 | 1.25–2.82 |
Malignant | 1.30 | 1.10–1.54 | -4.05 | -4.55 –-3.54 |
Pulmonary | 2.57 | 2.14–3.07 | 2.96 | 2.28–3.65 |
Other | 1.23 | 1.06–1.43 | -0.49 | -0.93 –-0.04 |
Trauma | 1.01 | 0.79–1.29 | -0.58 | -1.27–0.11 |
Cerebral | 2.31 | 2.01–2.67 | 0.32 | -0.15–0.78 |
Year | ||||
2013 | 1.06 | 0.89 – 1.26 | -0.49 | -1.46 – 0.48 |
2014 | 0.99 | 0.81 – 1.20 | -1.13 | -2.19 – -0.08 |
2015 | 0.82 | 0.68 – 0.98 | -1.43 | -2.40 – -0.46 |
2016 | 0.84 | 0.71 – 1.01 | -1.78 | -2.75 – -0.81 |
2017 | 0.86 | 0.72 – 1.04 | -0.74 | -1.75 – 0.28 |
2018 | 0.87 | 0.73 – 1.04 | -2.60 | -3.58 – -1.62 |
2019 | 0.82 | 0.69 – 0.98 | -3.28 | -4.24 – -2.32 |
R2 Tjur | 0.147 | R2 | 0.135 | |
Observations | 20,220 | Observations | 20,220 |
*reference: Elective surgery
**reference: Cardiac.