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. 2024 Sep 14;28:304. doi: 10.1186/s13054-024-05090-z

Table 3.

Cox proportional hazards model with ICU mortality as the endpoint. Current ICU caseload was defined as the highest number of patients admitted to an ICU in 8-h time blocks divided by the total number of beds reported for the respective ICU and year

HR 95% CI p
SAPS 3 [per point] 1.05 1.05 1.06  < 0.0001
Patient gender
 Female 1.00
 Male 0.91 0.89 0.93  < 0.0001
Hospital level
 Primary care hospital 1.00
 Secondary care hospital 1.03 0.91 1.16 0.675
 Specialised care hospital 0.73 0.62 0.87  < 0.0001
 Tertiary care hospital 0.91 0.74 1.11 0.351
ICU type
 Medical 1.00
 Surgical 0.73 0.65 0.83  < 0.0001
Year of discharge
 2013 1.00
 2014 0.92 0.86 0.99 0.028
 2015 0.88 0.79 0.98 0.016
 2016 0.98 0.86 1.11 0.696
 2017 0.97 0.87 1.08 0.575
 2018 1.00 0.89 1.13 0.938
 2019 0.93 0.82 1.05 0.256
 2020 1.12 0.99 1.26 0.077
 2021 1.13 0.99 1.28 0.064
 2022 1.03 0.92 1.15 0.575
Time of day
 08:00–15:59 1.00
 16:00–23:59 0.90 0.86 0.94  < 0.0001
 00:00–07:59 0.49 0.47 0.52  < 0.0001
Calendar day
 Working day 1.00
 Non-working day 0.89 0.86 0.92  < 0.0001
Current ICU caseload (bed occupancy) [%]
 ≤ 50 1.09 1.02 1.16 0.008
 51–75 1.10 1.05 1.15  < 0.0001
 76–100 1.00
 > 100 1.06 0.99 1.15 0.110
Current ICU workload (TISS-28) [points]
 ≤ 20  ≤ 20 0.88 0.78 0.99
 21–30 1.00
 31–40 1.03 0.96 1.10 0.455
 > 40 0.96 0.85 1.08 0.512

Current ICU workload was defined as the median of TISS-28 scores of all other patients present at an ICU within 8-h time blocks. Current ICU caseload and Current ICU workload were modelled as time-dependent covariables

95% CI 95% confidence interval, HR hazard ratio, SAPS 3 Simplified Acute Physiology Score, TISS Therapeutic Intervention Scoring System