Table 2.
Predictor | Univariable analysis | The area under the ROC curve (%) | Multivariable analysis of the significant variables in univariable analysis | ||
---|---|---|---|---|---|
Odds ratio (95% CI) | P-value | Odds ratio (95% CI) | P-value | ||
Age | 1.03 (1.0–1.06) | 0.005 | 60 | 1.00 (0.97–1.02) | 0.89 |
Sex | |||||
Male (ref.) | 1 | ||||
Female | 1.93 (1.19–3.12) | 0.008 | 58 | 1.84 (0.90–3.80) | 0.10 |
Height | 0.98 (0.95–1.00) | 0.046 | 43 | 1.00 (0.97–1.04) | 0.93 |
Weight | 0.99 (0.98–1.01) | 0.736 | 47 | ||
Location of stroke | 48 | ||||
Left (ref.) | 1 | ||||
Right | 0.95 (0.25–0.37) | 0.94 | |||
Bilateral | 0.89 (0.23–3.5) | 0.87 | |||
Unknown | 0.21 (0.01–2.52) | 0.22 | |||
Fall(s) at the stroke unit | |||||
Yes (ref.) | 2.27 (1.05–5.04) | 0.037 | 54 | 1.92 (0.76–5.04) | 0.16 |
No (ref.) | 1 | ||||
Length of stay at the stroke unit (days) | 1.01 (0.99–1.04) | 0.30 | 58 | ||
Use of walking aid | 61 | ||||
Yes | 0.39 (0.24–0.64) | < 0.001 | 0.81 (0.44–1.48) | 0.50 | |
No (ref.) | 1 | ||||
Current smoker | 1.08 (0.59–1.98) | 0.799 | 51 | ||
No | 1 | ||||
NIHSS score | 52 | ||||
Mild (0–4) (ref.) | 1 | ||||
Moderate (5–15) | 0.67 (0.04–10.9) | 0.781 | |||
Severe (16–42) | 0.94 (0.05–16.3) | 0.969 | |||
SwePASS score (postural control) | 67 | ||||
Good (31–36) (ref.) | 1 | ||||
Moderate (25–30) | 4.95 (2.52–9.75) | < 0.001 | 2.32 (0.98–5.52) | 0.06 | |
Poor (0–24) | 3.86 (2.14–6.96) | < 0.001 | 2.60 (1.26–5.36) | 0.01 | |
SGPALS score | |||||
Physically active (2–4) (ref.) | 1 | ||||
Physically inactive (1) | 2.87 (1.75–4.71) | < 0.001 | 63 | 2.04 (1.01–4.12) | 0.048 |
CI, confidence interval; ROC, Receiver Operating Characteristic; SwePASS, The Modified Version of the Postural Assessment Scale for Stroke Patients; SGPALS, the Saltin-Grimby Physical Activity Level Scale. Variables with p-values less than 0.1 and 0.05 were considered significant for the univariable and multivariable analyses respectively, and are presented in bold. For the multivariable regression model, the p-value of the Hosmer and Lemeshow test was 0.31, the Cox and Snell R2 was 0.14 and the Nagelkerke R2 was 0.19. Included in the multivariable analysis, n = 276.