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. 2022 Dec 15;13:56–63. doi: 10.11336/jjcrs.13.56

Table 4.

Multivariate linear regression (forced entry method) with FIM gain and FIM effectiveness as the dependent variables.

FIM gain (total scores) FIM effectiveness (total scores)


β p-value VIF β p-value VIF
Age −0.26 ** 1.44 −0.22 ** 1.44
Sex
 Male Reference Reference
 Female 0.02 0.63 1.12 0.03 0.41 1.12
Type of stroke
 Cerebral infarction Reference Reference
 Cerebral hemorrhage −0.02 0.77 1.76 −0.02 0.71 1.76
Stroke treatment
 Conservative treatment Reference Reference
 Surgical treatment −0.06 0.23 1.31 −0.03 0.46 1.31
 Endovascular treatment 0.00 0.97 1.13 0.01 0.67 1.13
Lesion location
 Other Reference Reference
 Basal ganglia and internal capsule −0.11 0.08 2.05 −0.10 * 2.05
 Thalamus −0.05 0.38 1.97 −0.04 0.42 1.97
 Corona radiata −0.03 0.60 1.89 −0.05 0.24 1.89
 Brainstem 0.02 0.72 1.75 0.00 1.00 1.75
 Cerebellum 0.01 0.85 1.27 −0.01 0.76 1.27
 Combined lesions −0.04 0.55 1.86 −0.05 0.31 1.86
Time to rehabilitation after admission −0.10 * 1.35 −0.03 0.42 1.35
History of orthopedic disease 0.06 0.22 1.11 0.05 0.17 1.11
History of cardiovascular disease 0.03 0.56 1.17 0.01 0.86 1.17
History of hypertension 0.01 0.77 1.15 0.00 0.95 1.15
History of diabetes mellitus 0.05 0.32 1.22 0.01 0.74 1.22
CCI 0.03 0.59 1.47 0.05 0.22 1.47
Aphasia −0.05 0.26 1.25 −0.03 0.46 1.25
Unilateral spatial neglect −0.04 0.44 1.30 −0.03 0.49 1.30
Premorbid mRS −0.13 ** 1.29 −0.14 ** 1.29
BRS (lower limb) 0.63 ** 2.01 0.38 ** 2.01
FIM total score (admission) −0.57 ** 2.22 0.31 ** 2.22
Total rehabilitation time 0.29 ** 1.20 0.22 ** 1.20

Model FIM gain: R = 0.706; R2 = 0.499; adjusted R = 0.457, Model FIM effectiveness: R = 0.834; R2 = 0.695; adjusted R = 0.669, **p < 0.01; *p < 0.05

FIM, Functional Independence Measure; VIF, variance inflation factor; LOS, length of stay; CCI, Charlson Comorbidity Index; mRS, modified Rankin Scale; BRS, Brunnstrom Recovery Stage.