Journal of Neurology Research, ISSN 1923-2845 print, 1923-2853 online, Open Access
Article copyright, the authors; Journal compilation copyright, J Neurol Res and Elmer Press Inc
Journal website http://www.neurores.org

Original Article

Volume 1, Number 2, June 2011, pages 59-68


Re-Justification for Reducing the Length of Hospital Stay Based on Community-Based Appraisal of Functional Recovery of Cerebrovascular Disease Patient

Tables

Table 1. Patient Characteristics and Outcomes by Barthel Index Improvement Category
 
DeteriorationNo changeImprovementP
RIND: reversible ischemic neurological deficit; SAH: subarachnoid hemorrhage; BI: Barthel index; SD: standard deviation; LVH: low-volume hospital; IVH: intermediate-volume hospital; HVH: high-volume hospital; LOS: length of hospital stay; TC: total charge; SD: standard deviation.
Overall668114407067
Age
Mean age [SD]73.7 [11.2]66.5 [13.2]69.5 [12.4]< 0.001
65 - 74 years186 (27.8)3652 (31.9)2138 (30.3)< 0.001
75 - 84 years246 (36.8)2618 (22.9)2065 (29.2)
85 years and over108 (16.2)655 (5.7)644 (9.1)
Gender
Male370 (55.4)7561 (66.1)4256 (60.2)< 0.001
Transfernot at home329 (49.3)957 (8.4)1582 (22.4)< 0.001
AmbulanceUse184 (27.5)1918 (16.8)2658 (37.6)< 0.001
Principal disease
Transient ischemia26 (3.9)1252 (10.9)563 (8)< 0.001
Lacunar infarction129 (19.3)1613 (14.1)1237 (17.5)
SAH13 (1.9)286 (2.5)269 (3.8)
Hemorrhage47 (7)619 (5.4)706 (10)
Nontraumatic subdural hematoma36 (5.4)580 (5.1)418 (5.9)
Infarction370 (55.4)4801 (42)3542 (50.1)
RIND47 (7)2289 (20)332 (4.7)
BI at admission
Dependent189 (28.3)982 (8.6)4174 (59.1)< 0.001
Assisted independence108 (16.2)285 (2.5)1789 (25.3)
Independence with minimal assistance371 (55.5)10173 (88.9)1104 (15.6)
Charlson comorbidity index< 0.001
1188 (28.1)3043 (26.6)1898 (26.9)< 0.001
2106 (15.9)1249 (10.9)1006 (14.2)
340 (6)363 (3.2)349 (4.9)
4 or more19 (2.8)134 (1.2)125 (1.8)
Preexisting cognitive impairment2 (0.3)0 (0)5 (0.1)< 0.001
Preexisting cerebrovascular disease111 (16.6)1835 (16)1041 (14.7)0.044
Atrial fibrillation or flutter52 (7.8)522 (4.6)477 (6.7)< 0.001
Procedure-related complication8 (1.2)112 (1)60 (0.8)0.524
Cognitive impairment after admission3 (0.4)31 (0.3)22 (0.3)0.660
Deep vein thrombosis and pulmonary embolism1 (0.1)20 (0.2)15 (0.2)0.827
Procedure
Surgical procedure
Present135 (20.2)1905 (16.7)864 (12.2)< 0.001
Ventilation
Administered10 (1.5)126 (1.1)60 (0.8)0.117
Mean days administered [SD]2.8 [3.6]3.9 [5.2]3.8 [7.3]0.847
Rehabilitation
Administered398 (59.6)3392 (29.7)3769 (53.3)< 0.001
Mean days administered [SD]16.0 [17.6]10.1 [12.9]12.9 [13.9]< 0.001
Hospital
Patient volume
LVH212 (31.7)4233 (37.0)2087 (29.5)< 0.001
IVH205 (30.7)3998 (34.9)2279 (32.2)
HVH251 (37.6)3209 (28.1)2701 (38.2)
Teaching status
Academic141 (21.1)3247 (28.4)1196 (16.9)< 0.001
Fiscal year
200490 (3.8)1505 (63.4)779 (32.8)< 0.001
2005143 (3.5)2524 (60.9)1476 (35.6)
2006188 (3.2)3585 (60.5)2156 (36.4)
2007128 (3.7)1926 (55.4)1425 (41.0)
2008119 (3.7)1900 (58.5)1231 (37.9)
Resource use
Mean LOS, days [SD]27.6 [25.1]13.9 [14.2]19.4 [16.7]< 0.001
Mean TC, $ [SD]10362 [8779]5948 [6199]7706 [6867]< 0.001

 

Table 2. Factors Associated With Improvement of Barthel Index
 
Independent variablesModel 1Model 2Model 3
Estimation 95% CIEstimation 95% CIEstimation 95% CI
CI: confidence interval; RIND: reversible ischemic neurological deficit; SAH: subarachnoid hemorrhage; BI: Barthel index; LOS: length of stay; LVH: low-volume hospital; IVH: intermediate-volume hospital; HVH: high-volume hospital; a: LOS*15 - 64 years; b: LOS*65 - 74 years; c: LOS*75 - 84 years; d: LOS*85 – years; e: LOS*TIA; f: LOS*lacunar; g: LOS*SAH; h: LOS*hemorrhage; I: LOS*subdural hematoma; j: LOS*infarction; k: LOS*RIND.
Intercept51.6[46.7 - 56.4]49.8[44.8 - 54.7]50.5[44.5 - 56.5]
Age (for 15 - 64 years)
  65 - 74 years-2.0[-3.2 - -0.8]-0.4[-2.3 - 1.4]-2.0[-3.2 - -0.8]
  75 - 84 years-4.8[-6.0 - -3.5]-2.1[-4.0 - -0.1]-4.8[-6.0 - -3.5]
  85 years and over-13.3[-15.2 - -11.4]-10.6[-13.4 - -7.8]-13.3[-15.1 - -11.4]
Male0.4[-0.6 - 1.4]0.3[-0.7 - 1.3]0.3[-0.7 - 1.3]
Transfer not at home-16.2[-17.5 - -15.0]-16.1[-17.4 - -14.9]-16.2[-17.5 - -15.0]
Ambulance4.0[2.9 - 5.1]4.0[2.9 - 5.1]4.0[2.8 - 5.1]
Principal Diagnosis (for TIA)
  Lacunar-1.0[-4.7 - 2.7]-1.0[-4.8 - 2.7]-0.6[-5.9 - 4.7]
  SAH16.6[11.6 - 21.6]16.4[11.3 - 21.4]20.8[13.3 - 28.4]
  Hemorrhage3.0[-0.9 - 6.9]2.9[-1 - 6.8]0.3[-5.3 - 6.0]
  Subdural hematoma-2.2[-7.2 - 2.8]-2.1[-7.1 - 3.0]3.8[-3.4 - 11.0]
  Infarction-0.7[-4.3 - 2.9]-0.7[-4.4 - 2.9]0.4[-4.7 - 5.5]
  RIND0.2[-4.0 - 4.4]0.2[-4.0 - 4.4]3.2[-3.1 - 9.5]
BI at admission (for dependent)
  Assisted independence-24.7[-26.2 - -23.2]-24.7[-26.2 - -23.2]-24.7[-26.2 - -23.2]
  Independence with minimal assistance-46.3[-47.6 - -45.1]-46.2[-47.4 - -45]-46.3[-47.5 - -45.1]
Charlson comorbidity index (for zero)
  1-1.0[-2.2 - 0.3]-0.9[-2.1 - 0.3]-1.0[-2.2 - 0.3]
  2-1.4[-2.8 - 0.0]-1.4[-2.9 - 0.0]-1.4[-2.9 - 0.0]
  3-1.3[-3.5 - 0.8]-1.3[-3.4 - 0.9]-1.4[-3.6 - 0.8]
  4 or more-3.2[-6.6 - 0.1]-3.1[-6.5 - 0.3]-3.3[-6.6 - 0.1]
Cerebral vascular accident-0.2[-1.7 - 1.4]-0.1[-1.6 - 1.4]-0.1[-1.7 - 1.4]
Dementia-10.3[-26.8 - 6.3]-10.3[-26.9 - 6.2]-10.2[-26.7 - 6.4]
Atrial fibrillation or flutter-1.2[-3.1 - 0.6]-1.2[-3.0 - 0.7]-1.2[-3.1 - 0.7]
Procedure-related complication-2.7[-8.6 - 3.3]-2.3[-8.3 - 3.6]-3.0[-9.0 - 3.0]
Cognitive impairment after admission-1.3[-9.2 - 6.5]-0.9[-8.7 - 7.0]-1.0[-8.9 - 6.8]
Deep vein thrombosis-0.3[-9.4 - 8.8]-0.2[-9.4 - 8.9]-0.7[-9.8 - 8.4]
Procedure (reference; Medical)-1.8[-3.8 - 0.2]-2.0[-4 - 0.0]-2.2[-4.2 - -0.1]
Ventilation-4.0[-8.3 - 0.3]-4.5[-8.8 - -0.2]-3.6[-8.0 - 0.7]
Patient volume (reference; LVH)
  IVH-1.4[-3.7 - 0.9]-1.4[-3.8 - 0.9]-1.4[-3.7 - 0.9]
  HVH0.1[-2.6 - 2.9]0.1[-2.8 - 2.9]0.2[-2.7 - 3.0]
Hospital (reference; Community)
  Academic-1.2[-3.6 - 1.2]-1.2[-3.7 - 1.2]-1.2[-3.6 - 1.2]
Fiscal year (for 2004)
  20051.5[-0.7 - 3.7]1.6[-0.7 - 3.8]1.5[-0.7 - 3.7]
  20061.6[-0.7 - 3.8]1.7[-0.5 - 4.0]1.7[-0.5 - 4.0]
  20072.4[0.1 - 4.7]2.5[0.2 - 4.9]2.6[0.2 - 4.9]
  20083.0[0.6 - 5.3]3.1[0.8 - 5.5]3.2[0.8 - 5.5]
LOS, one more day-0.174[-0.230 - -0.118]a -0.104[-0.172 - -0.037]e -0.114[-0.357 - 0.129]
b -0.174[-0.243 - -0.106]f -0.152[-0.230 - -0.074]
c -0.224[-0.293 - -0.156]g -0.250[-0.371 - -0.130]
d -0.221[-0.306 - -0.136]h -0.032[-0.124 - 0.061]
i -0.417[-0.610 - -0.225]
j -0.181[-0.240 - -0.121]
k -0.252[-0.386 - -0.118]
Initiation of rehabilitation, one day delayed0.075[0.002 - 0.147]0.083[-0.001 - 0.167]0.079[-0.005 - 0.163]
Rehabilitation, one more day0.075[-0.009 - 0.158]0.075[0.002 - 0.149]0.070[-0.003 - 0.143]
Akaike information criteria67331.767207.067205.5

 

Table 3. Factors Associated With Deterioration of Barthel Index
 
Independent variablesOdd ratio95% CI
CI: confidence interval; RIND: reversible ischemic neurological deficit; SAH: subarachnoid hemorrhage; BI: Barthel index; LOS: length of stay; LVH: low-volume hospital; IVH: intermediate-volume hospital; HVH: high-volume hospital.
Age (for 15 – 64 years)
  65 – 74 years1.418[1.043 - 1.928]
  75 – 84 years1.886[1.394 - 2.552]
  85 years and over2.540[1.711 - 3.771]
Male0.909[0.726 - 1.138]
Transfer not at home6.402[4.993 - 8.207]
Ambulance1.063[0.831 - 1.361]
Principal Diagnosis (for TIA)
  Lacunar1.576[0.552 - 4.497]
  SAH0.813[0.220 - 2.999]
  Hemorrhage0.981[0.325 - 2.963]
  Subdural hematoma1.860[0.542 - 6.380]
  Infarction1.627[0.578 - 4.581]
  RIND1.071[0.336 - 3.417]
BI at admission (for dependent)
  Assisted independence3.321[2.385 - 4.624]
  Independence with minimal assistance4.638[3.497 - 6.150]
Charlson comorbidity index (for zero)
  11.003[0.759 - 1.325]
  21.083[0.793 - 1.481]
  31.228[0.782 - 1.930]
  4 or more1.896[1.034 - 3.476]
Cerebral vascular accident1.238[0.896 - 1.712]
Dementia4.624[0.242 - 88.343]
Atrial fibrillation or flutter1.047[0.711 - 1.544]
Procedure-related complication2.308[0.881 - 6.047]
Cognitive impairment after admission1.355[0.265 - 6.933]
Deep vein thrombosis0.329[0.033 - 3.250]
Procedure (reference; Medical)1.294[0.878 - 1.907]
Ventilation1.146[0.502 - 2.619]
Patient volume (reference; LVH)
  IVH1.275[0.967 - 1.679]
  HVH1.357[1.036 - 1.777]
Hospital (reference; Community)
  Academic0.849[0.632 - 1.141]
Fiscal year (for 2004)
  20051.396[0.838 - 2.325]
  20061.101[0.660 - 1.838]
  20071.289[0.765 - 2.172]
  20081.168[0.690 - 1.979]
LOS, one more day1.010[1.001 - 1.019]
Initiation of rehabilitation, one day delayed1.016[1.002 - 1.031]
Rehabilitation, one more day1.004[0.991 - 1.016]
Cox & Snell R2, Nagelkerke R20.065, 0.191