Prediction Model Construction for Ischemic Stroke Recurrence with BP Network and Multivariate Logistic Regression and Effect of Individualized Health Education

Table 1

16-item univariate logistic regression results.

Factors		S.E.	Wald		OR	OR (95% CI)
Age	0.045	0.006	23.12	<0.001	1.036	1.018-1.055
Systolic pressure	0.025	0.003	20.65	<0.001	1.015	1.005-1.028
Diastolic pressure	0.047	0.005	35.78	<0.001	1.040	1.022-1.055
Language disability	0.762	0.180	12.54	<0.001	2.169	1.460-2.221
CA	0.518	0.170	6.57	0.006	1.698	1.142-2.515
Hypertension	0.529	0.165	7.02	0.005	1.712	1.162-2.522
Hyperlipidemia	0.785	0.327	4.28	0.010	2.216	1.120-4.375
Smoking	0.219	0.096	4.18	0.011	1.289	1.028-1.627
Drinking	0.488	0.205	4.30	0.010	1.661	1.073-2.572
ADL	0.327	0.104	8.53	0.002	1.428	1.131-1.815
Triglycerides	0.216	0.085	4.12	0.012	1.274	1.025-1.582
LDL	0.184	0.082	3.21	0.026	1.243	1.002-1.538
Total cholesterol	0.152	0.068	3.79	0.017	1.204	1.010-1.436
Take aspirin regularly	-0.181	0.085	3.22	0.026	0.685	0.530-0.975
Sleeping	-0.344	0.117	6.85	0.006	0.578	0.514-0.887
Confidence	-0.415	0.178	4.48	0.010	0.522	0.427-0.918