Table 3 Univariable and multivariable linear regression analysis of possible predictive characteristics
From: Quantifying the demand for hospital care services: a time and motion study
Univariable | Multivariable | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
Characteristic | N (%) | Mean (SD) | Range | Β | β | CI | P | Β | β | CI | P |
Age | 43 (28.90) | 1-92 | 0.004 | 0.281 | 0.000-0.008 | 0.048 | |||||
Ethnicity | |||||||||||
Dutch | 39 (78) | RC | - | - | - | ||||||
Moroccan | 2 (4) | −0.237 | −0.112 | −0.861-0.387 | 0.449 | ||||||
Surinamese | 2 (4) | −0.068 | −0.032 | −0.692-0.556 | 0.827 | ||||||
Other Western | 3 (6) | −0.020 | −0.012 | −0.536-0.496 | 0.938 | ||||||
Other non-Western | 4 (8) | −0.292 | −0.191 | −0.744-0.160 | 0.200 | ||||||
Gender (males) | 19 (38) | 0.047 | 0.055 | −0.201-0.295 | 0.704 | ||||||
Charlson co-morbidity index | |||||||||||
No comorbidity | 30 (60) | RC | - | - | - | ||||||
1 | 4 (8) | 0.093 | 0.061 | −0.344-0.530 | 0.669 | ||||||
2 | 5 (10) | 0.338 | 0.244 | −0.059-0.734 | 0.093 | ||||||
3 | 5 (10) | 0.492 | 0.355 | 0.095-0.888 | 0.016 | ||||||
4 | 1 (2) | 0.471 | 0.159 | −0.363-1.305 | 0.261 | ||||||
5 | 1 (2) | 0.081 | 0.027 | −0.753-0.915 | 0.845 | ||||||
6 | 4 (8) | 0.169 | 0.110 | −0.268-0.606 | 0.440 | ||||||
Complication severity level | |||||||||||
No complication | 46 (92) | RC | - | - | - | RC | - | - | - | ||
1 | 3 (6) | 0.649 | 0.371 | 0.203-1,094 | 0.005 | 0.439 | 0.251 | 0.077-0.801 | 0.018 | ||
2 | 1 (2) | 1,020 | 0.344 | 0.265-1.776 | 0.009 | 0.811 | 0.273 | 0.208-1.414 | 0.010 | ||
3 | 0 (0) | - | - | - | - | - | - | - | - | ||
ASA-class | |||||||||||
No ASA-class | 12 (24) | ||||||||||
1 | 19 (38) | RC | - | - | - | ||||||
2 | 14 (28) | 0.479 | 0.571 | 0.226-0.732 | <0.001 | ||||||
3 | 5 (10) | 0.155 | 0.130 | −0.205-0.516 | 0.388 | ||||||
BMI at admission | 23.16 (6.61) | 13.19-42.06 | 0.015 | 0.008 | −0.002-0.032 | 0.086 | |||||
Nutritional status | 0.93 (0.37) | 0.00-10.00 | 0.053 | 0.274 | −0.007-0.112 | 0.083 | |||||
Delirium during hospitalization | 0 (0) | ||||||||||
Pressure ulcer acquired during hospitalization | 0 (0) | ||||||||||
Isolation | |||||||||||
barrier | 1 (2) | ||||||||||
strict isolation | 0 | ||||||||||
Survival | 50 (100) | ||||||||||
Polypharmacy | 7.80 (4.90) | 0-21 | 0.309 | 0.341 | 0.061-0.556 | 0.015 | 0.213 | 0.235 | 0.027-0.399 | 0.026 | |
Admission type | |||||||||||
home | 47 (94) | ||||||||||
emergency | 3 (6) | ||||||||||
Discharge type | |||||||||||
Home | 48 (96) | ||||||||||
Other | 2 (4) | ||||||||||
Surgical Intervention performed | 14 (28) | 0.537 | 0.581 | 0.318-0.755 | <0.001 | 0.461 | 0.499 | 0.271-0.651 | <0.001 | ||
Medical specialty | |||||||||||
Surgery | 19 (38) | RC | - | - | - | ||||||
Pediatrics | 17 (34) | −0.340 | −0.389 | −0.608--0.073 | 0.014 | ||||||
Obstetrics & Gynecology | 14 (28) | −0.046 | −0.050 | −0.328-0.236 | 0.745 | ||||||