Observational Study
Copyright ©The Author(s) 2022.
World J Hepatol. Sep 27, 2022; 14(9): 1817-1829
Published online Sep 27, 2022. doi: 10.4254/wjh.v14.i9.1817
Table 1 Baseline characteristics of cohort
Variable
Overall
Patients with palliative consult
Patients without palliative consult
P value
Number of patients97324647423925823
Patient characteristics
Female276401 (28.4%)14037 (29.6%)262933 (28.4%)< 0.001
Age in yr54.7 ± 00457.2 ± 0.154.5 ± 0.04< 0.001
Age divided into categories
18-3536010 (3.7%)1327 (2.8%)33329 (3.6%)< 0.001
36-45108030 (11.1%)3604 (7.4%)103692 (11.2%)< 0.001
46-65625797 (64.3%)28975 (61.1%)595304 (64.3%)< 0.001
> 66204381 (21%)13136 (27.7%)191645 (20.7%)< 0.001
Race
White660834 (67.2%)33433 (70.5%)614746 (66.4%)< 0.001
Black96351 (9.9%)4647 (9.8%)95359 (10.3%)< 0.001
Hispanic160585 (16.5%)6544 (13.8%)161093 (17.4%)< 0.001
Other60341 (6.2%)2940 (6.2%)57401 (6.2%)0.532
Charleston comorbidity index
0 or 1118736 (12.2%)2371 (5%)116653 (12.6%)< 0.001
246715 (4.1%)948 (2%)38884 (4.2%)< 0.001
3 or more854509 (87.8%)45051 (95%)809169 (87.4%)< 0.001
Median income in patient zip code
$1–$38999297813 (30.6%)13894 (29.3%)283301 (30.6%)0.003
$39000–$47999255963 (26.3%)12946 (27.3%)245343 (26.5%)0.004
$48000–$62999231632 (23.8%)11144 (23.5%)220345 (23.8%)0.133
> $63000187836 (19.3%)9389 (19.8%)178683 (19.3%)< 0.001
Insurance provider
Medicare341609 (35.1%)17878 (37.7%)328667 (35.5%)< 0.001
Medicaid260829 (26.8%)12045 (25.4%)249046 (26.9%)< 0.001
Private255963 (26.3%)12282 (25.9%)243491 (26.3%)< 0.001
Uninsured114843 (11.8%)5216 (11%)109247 (11.8%)< 0.001
Hospital characteristics
Teaching hospital514847 (52.9%)28690 (60.5%)486982 (52.6%)< 0.001
Urban hospital891493 (91.6%)44387 (93.6%)847128 (91.5%)< 0.001
Hospital region
Northeast177130 (18.2%)6828 (14.4%)170351 (18.4%)< 0.001
Midwest199515 (20.5%)9911 (20.9%)189793 (20.5%)0.832
South345502 (35.5%)16692 (35.2%)328667 (35.5%)0.104
West251097 (25.8%)13989 (29.5%)237010 (25.6%)< 0.001
Hospital size
Small122628 (12.6%)4931 (10.4%)118505 (12.8%)< 0.001
Medium258883 (26.6%)12756 (26.9%)246268 (26.6%)0.002
Large590760 (60.7%)29734 (62.7%)561048 (60.6%)< 0.001
Hospital complications
Variceal bleed114843 (11.8%)4789 (10.1%)110428 (11.9%)< 0.001
HRS22619 (7.2%)14942 (23.8%)75917 (8.2%)< 0.001
Hepatic encephalopathy321171 (33%)24375 (51.4%)322186 (34.8%)< 0.001
Ascites605359 (62.2%)34191 (72.1%)565677 (61.1%)< 0.001
SBP23357 (2.4%)1659 (3.5%)21293 (2.3%)< 0.001
Hepatocellular carcinoma60341 (6.2%)5927 (12.5%)49994 (5.4%)< 0.001
NACSELD-ACLF score
0495382 (50.9%)11191 (23.6%)482353 (52.1%)< 0.001
1389298 (40%)22810 (48.1%)366625 (39.6%)< 0.001
264234 (6.6%)8536 (18%)56475 (6.1%)< 0.001
322384 (2.3%)4505 (9.5%)18516 (2%)< 0.001
4973 (0.1%)426(0.9%)925 (0.1%)< 0.001
ACLF ≥ 289538 (9.2%)13420 (28.3%)76843 (8.3%)< 0.001
Mean ACLF score0.641.210.61< 0.001
Table 2 Multivariate regression for palliative consult
Variable
Adjusted odds ratio
95%CI
P value
Age1.021.00-1.04< 0.001
Median income in patient zip code
$1-$38999Reference
$39000-$479991.070.98-1.160.117
$48000-$629990.990.9-1.080.983
> $630000.950.85-1.020.141
Female sex1.071.00-1.140.023
Race
Caucasian Reference
African Americans0.810.72-0.9< 0.001
Hispanic0.710.64-0.78< 0.001
Others0.890.78-1.000.069
Charleson comorbidity index1.11.08-1.12< 0.001
Insurance status
MedicareReference
Medicaid 1.341.19-1.51< 0.001
Private insurance1.181.08-1.29< 0.001
Uninsured1.521.36-1.7< 0.001
Teaching hospital1.41.28-1.53< 0.001
Bed size
< 250 bedsReference
251-400 beds1.241.09-1.420.001
> 400 Beds1.251.1-1.41< 0.001
Urban location0.960.83-1.190.625
Length of stay by groups
< 3 dReference
3-5 d0.920.84-1.000.065
> 5 d1.181.10-1.26< 0.001
Rehab transfer4.073.29-5.04< 0.001
ACLF Score
12.532.35-2.71< 0.001
26.055.5-6.66< 0.001
39.868.75-11.1< 0.001
410.617.32-15.42< 0.001
ACLF ≥ 23.473.21-3.74< 0.001
Hepatocellular carcinoma1.781.58-2.00< 0.001
Infection1.581.48-1.69< 0.001
Mechanical ventilation3.323.1-3.54< 0.001
Total parenteral nutrition2.021.8-2.27< 0.001
Hepatorenal syndrome3.43.04-3.81< 0.001
Ascites1.131.03-1.24< 0.001
Spontaneous bacterial peritonitis3.342.65-3.86< 0.001
Age1.021.00-1.04< 0.001
Female sex1.071.00-1.140.023
Race
Caucasian Reference
African Americans0.810.72-0.9< 0.001
Hispanic0.710.64-0.78< 0.001
Others0.890.78-1.000.069
Charleson comorbidity index1.11.08-1.12< 0.001
Insurance status
MedicareReference
Medicaid1.341.19-1.51< 0.001
Private insurance1.181.08-1.29< 0.001
Uninsured1.521.36-1.7< 0.001
Teaching hospital1.41.28-1.53< 0.001
Bed size
< 250 bedsReference
251-400 beds1.241.09-1.420.001
> 400 Beds1.251.1-1.41< 0.001
Urban location0.960.83-1.190.625
Length of stay by groups
< 3 dReference
3-5 d0.920.84-1.000.065
> 5 d1.181.10-1.26< 0.001
Rehab transfer4.073.29-5.04< 0.001
ACLF ≥ 23.473.21-3.74< 0.001
Table 3 Results of regression analysis looking at the factors associated with 30-d readmission rate
Variable
Unadjusted odds ratio
95%CI
P value
Adjusted odds ratio
95%CI
P value
Palliative care0.360.31-0.41< 0.0010.350.31-0.41< 0.001
Patient characteristics
Age0.990.99-0.99< 0.0010.990.99-0.99< 0.001
Median income in patient zip code
$1-$38999Reference
$39000-$479990.970.94-1.010.236
$48000-$6299910.97-1.040.655
> $630001.020.99-1.060.133
Female sex1.010.99-1.040.188
Race
CaucasianReference
African-Americans0.770.52-1.120.175
Hispanic0.930.65-1.340.721
Others0.760.47-1.240.282
Mean charlson comorbidity index1.041.03-1.04< 0.0011.061.05-1.06< 0.001
Insurance status
MedicareReference
Medicaid1.141.11-1.18< 0.001
Private insurance0.890.86-0.93< 0.001
Uninsured0.750.71-0.78< 0.001
ACLF ≥ 20.890.84-0.950.0010.860.81-0.91< 0.001
Infection1.071.04-1.10< 0.0011.091.07-1.13< 0.001
Hospital characteristics
Teaching hospital1.051.02-1.05< 0.0011.020.99-1.050.208
Bed size
< 250 bedsReference
251-400 beds10.95-1.060.723
> 400 Beds1.020.97-1.070.37
Rural location0.850.83-0.88< 0.0010.860.81-0.91< 0.001