Balance check after
## Balance Measures
## Type M.0.Adj SD.0.Adj M.1.Adj SD.1.Adj Diff.Adj
## Age Contin. 69.6324 13.9971 68.8365 12.8604 -0.0590
## Race_Group_White Binary 0.5284 . 0.5208 . -0.0076
## Race_Group_Black Binary 0.3119 . 0.2259 . -0.0860
## Race_Group_Others Binary 0.1597 . 0.2533 . 0.0936
## Gender_Male Binary 0.5804 . 0.5283 . -0.0521
## HTN_Y Binary 0.9690 . 0.9784 . 0.0094
## DM_Y Binary 0.7075 . 0.7403 . 0.0328
## HF_score_Total Contin. 44.2828 9.5473 42.1200 7.5260 -0.2503
## Dialysis_Vintage Contin. 2.0535 1.3335 3.6372 4.8576 0.5269
## Access_type_AVF Binary 0.3850 . 0.7880 . 0.4031
## Access_type_AVG Binary 0.0040 . 0.0639 . 0.0599
## Access_type_TDC Binary 0.6111 . 0.1481 . -0.4630
## Location_HH Binary 0.3197 . 0.1982 . -0.1215
##
## Effective sample sizes
## 1 2
## Unadjusted 132. 169.
## Adjusted 115.04 132.72
Univariate linear regression outcome los
outcome los
Characteristic |
N |
Beta |
95% CI |
p-value |
time |
917 |
|
|
|
1 |
|
— |
— |
|
2 |
|
-1.0 |
-3.3, 1.2 |
0.362 |
Gender |
917 |
|
|
|
Female |
|
— |
— |
|
Male |
|
1.9 |
-0.25, 4.0 |
0.086 |
Race_Group |
917 |
|
|
|
White |
|
— |
— |
|
Black |
|
-3.6 |
-6.0, -1.1 |
0.005 |
Others |
|
-4.9 |
-7.5, -2.3 |
<0.001 |
DM |
917 |
|
|
|
N |
|
— |
— |
|
Y |
|
1.7 |
-0.68, 4.0 |
0.163 |
Dialysis_Vintage |
917 |
0.18 |
-0.08, 0.44 |
0.173 |
HF_score_Total |
917 |
0.14 |
0.01, 0.26 |
0.035 |
weight.ATE |
917 |
-0.40 |
-0.94, 0.14 |
0.146 |
Univariate linear regression outcome log_los
outcome log_los
Characteristic |
N |
Beta |
95% CI |
p-value |
time |
917 |
|
|
|
1 |
|
— |
— |
|
2 |
|
-19.31 |
-34.84, -0.09 |
0.050 |
Gender |
917 |
|
|
|
Female |
|
— |
— |
|
Male |
|
13.38 |
-7.53, 39.03 |
0.228 |
Race_Group |
917 |
|
|
|
White |
|
— |
— |
|
Black |
|
-35.96 |
-49.54, -18.72 |
<0.001 |
Others |
|
-36.47 |
-50.53, -18.41 |
<0.001 |
DM |
917 |
|
|
|
N |
|
— |
— |
|
Y |
|
29.44 |
3.14, 62.45 |
0.027 |
Dialysis_Vintage |
917 |
0.62 |
-1.86, 3.16 |
0.629 |
HF_score_Total |
917 |
1.84 |
0.61, 3.08 |
0.003 |
weight.ATE |
917 |
-3.77 |
-8.66, 1.38 |
0.150 |
Multivariate linear regression los: gender race
outcome los
Characteristic |
N |
Beta |
95% CI |
p-value |
time |
|
|
|
|
1 |
310 |
— |
— |
|
2 |
606 |
-0.87 |
-3.1, 1.3 |
0.438 |
Gender |
|
|
|
|
Female |
416 |
— |
— |
|
Male |
500 |
0.79 |
-1.4, 2.9 |
0.471 |
Race_Group |
|
|
|
|
White |
480 |
— |
— |
|
Black |
233 |
-3.5 |
-6.0, -0.99 |
0.007 |
Others |
203 |
-4.6 |
-7.3, -1.9 |
0.001 |
Multivariate linear regression log_los : gender race
outcome log_los
Characteristic |
N |
Beta |
95% CI |
p-value |
time |
|
|
|
|
1 |
310 |
— |
— |
|
2 |
606 |
-19.21 |
-34.49, -0.36 |
0.047 |
Gender |
|
|
|
|
Female |
416 |
— |
— |
|
Male |
500 |
1.25 |
-17.49, 24.24 |
0.906 |
Race_Group |
|
|
|
|
White |
480 |
— |
— |
|
Black |
233 |
-36.81 |
-50.32, -19.63 |
<0.001 |
Others |
203 |
-34.88 |
-49.70, -15.69 |
0.001 |
Multivariate linear regression los :
time+Gender+Race_Group+DM+Dialysis_Vintage+HF_score_Total
outcome los
Characteristic |
N |
Beta |
95% CI |
p-value |
time |
|
|
|
|
1 |
310 |
— |
— |
|
2 |
606 |
-1.0 |
-3.3, 1.2 |
0.363 |
Gender |
|
|
|
|
Female |
416 |
— |
— |
|
Male |
500 |
0.24 |
-1.9, 2.4 |
0.829 |
Race_Group |
|
|
|
|
White |
480 |
— |
— |
|
Black |
233 |
-3.0 |
-5.6, -0.47 |
0.021 |
Others |
203 |
-4.7 |
-7.4, -2.0 |
<0.001 |
DM |
|
|
|
|
N |
248 |
— |
— |
|
Y |
669 |
2.4 |
0.04, 4.7 |
0.047 |
Dialysis_Vintage |
917 |
0.22 |
-0.04, 0.48 |
0.097 |
HF_score_Total |
917 |
0.11 |
-0.02, 0.24 |
0.105 |
Multivariate linear regression log_los :
time+Gender+Race_Group+DM+Dialysis_Vintage+HF_score_Total
outcome log_los
Characteristic |
N |
Beta |
95% CI |
p-value |
time |
|
|
|
|
1 |
310 |
— |
— |
|
2 |
606 |
-0.21 |
-0.42, 0.00 |
0.050 |
Gender |
|
|
|
|
Female |
416 |
— |
— |
|
Male |
500 |
-0.06 |
-0.27, 0.15 |
0.572 |
Race_Group |
|
|
|
|
White |
480 |
— |
— |
|
Black |
233 |
-0.41 |
-0.65, -0.16 |
0.001 |
Others |
203 |
-0.46 |
-0.71, -0.20 |
<0.001 |
DM |
|
|
|
|
N |
248 |
— |
— |
|
Y |
669 |
0.33 |
0.11, 0.56 |
0.003 |
Dialysis_Vintage |
917 |
0.01 |
-0.01, 0.04 |
0.275 |
HF_score_Total |
917 |
0.01 |
0.00, 0.03 |
0.026 |
90 days poisson regression: time
Characteristic |
N |
IRR |
95% CI |
p-value |
time |
|
|
|
|
1 |
310 |
— |
— |
|
2 |
606 |
0.80 |
0.69, 0.92 |
0.001 |
90 days poisson regression: time Gender Race_Group
Characteristic |
N |
IRR |
95% CI |
p-value |
time |
|
|
|
|
1 |
310 |
— |
— |
|
2 |
606 |
0.78 |
0.68, 0.90 |
<0.001 |
Gender |
|
|
|
|
Female |
416 |
— |
— |
|
Male |
500 |
0.93 |
0.80, 1.07 |
0.281 |
Race_Group |
|
|
|
|
White |
480 |
— |
— |
|
Black |
233 |
1.28 |
1.08, 1.51 |
0.003 |
Others |
203 |
1.40 |
1.17, 1.66 |
<0.001 |
90 days poisson regression: time+
Gender+Race_Group+DM+Dialysis_Vintage+HF_score_Total
Characteristic |
N |
IRR |
95% CI |
p-value |
time |
|
|
|
|
1 |
310 |
— |
— |
|
2 |
606 |
0.84 |
0.73, 0.97 |
0.016 |
Gender |
|
|
|
|
Female |
416 |
— |
— |
|
Male |
500 |
0.96 |
0.83, 1.12 |
0.625 |
Race_Group |
|
|
|
|
White |
480 |
— |
— |
|
Black |
233 |
1.20 |
1.01, 1.42 |
0.038 |
Others |
203 |
1.38 |
1.16, 1.64 |
<0.001 |
DM |
|
|
|
|
N |
248 |
— |
— |
|
Y |
669 |
0.84 |
0.72, 0.98 |
0.026 |
Dialysis_Vintage |
917 |
0.93 |
0.90, 0.95 |
<0.001 |
HF_score_Total |
917 |
0.99 |
0.98, 1.00 |
0.012 |
180 days poisson regression: time
Characteristic |
N |
IRR |
95% CI |
p-value |
time |
|
|
|
|
1 |
310 |
— |
— |
|
2 |
606 |
0.83 |
0.74, 0.93 |
<0.001 |
180 days poisson regression: Age Gender Race_Group
Characteristic |
N |
IRR |
95% CI |
p-value |
time |
|
|
|
|
1 |
310 |
— |
— |
|
2 |
606 |
0.81 |
0.72, 0.90 |
<0.001 |
Gender |
|
|
|
|
Female |
416 |
— |
— |
|
Male |
500 |
0.85 |
0.76, 0.95 |
0.006 |
Race_Group |
|
|
|
|
White |
480 |
— |
— |
|
Black |
233 |
1.42 |
1.24, 1.62 |
<0.001 |
Others |
203 |
1.65 |
1.44, 1.89 |
<0.001 |
180 days poisson regression:
time+Gender+Race_Group+DM+Dialysis_Vintage+HF_score_Total
Characteristic |
N |
IRR |
95% CI |
p-value |
time |
|
|
|
|
1 |
310 |
— |
— |
|
2 |
606 |
0.86 |
0.77, 0.97 |
0.011 |
Gender |
|
|
|
|
Female |
416 |
— |
— |
|
Male |
500 |
0.92 |
0.82, 1.03 |
0.161 |
Race_Group |
|
|
|
|
White |
480 |
— |
— |
|
Black |
233 |
1.29 |
1.12, 1.47 |
<0.001 |
Others |
203 |
1.63 |
1.43, 1.87 |
<0.001 |
DM |
|
|
|
|
N |
248 |
— |
— |
|
Y |
669 |
0.77 |
0.68, 0.86 |
<0.001 |
Dialysis_Vintage |
917 |
0.92 |
0.90, 0.94 |
<0.001 |
HF_score_Total |
917 |
0.98 |
0.97, 0.99 |
<0.001 |
Univariate coxph decongestion_time_days
Characteristic |
N |
HR |
95% CI |
p-value |
time |
917 |
|
|
|
1 |
|
— |
— |
|
2 |
|
1.02 |
0.80, 1.31 |
0.858 |
Gender |
917 |
|
|
|
Female |
|
— |
— |
|
Male |
|
0.84 |
0.65, 1.08 |
0.165 |
Race_Group |
917 |
|
|
|
White |
|
— |
— |
|
Black |
|
1.37 |
0.99, 1.91 |
0.058 |
Others |
|
1.70 |
1.27, 2.27 |
<0.001 |
DM |
917 |
|
|
|
N |
|
— |
— |
|
Y |
|
0.95 |
0.70, 1.29 |
0.742 |
Dialysis_Vintage |
917 |
0.99 |
0.97, 1.02 |
0.516 |
HF_score_Total |
917 |
0.99 |
0.98, 1.01 |
0.297 |
weight.ATE |
917 |
1.02 |
0.96, 1.09 |
0.488 |
coxph decongestion_time_days :gender race
Characteristic |
HR |
95% CI |
p-value |
time |
|
|
|
1 |
— |
— |
|
2 |
1.03 |
0.80, 1.33 |
0.832 |
Gender |
|
|
|
Female |
— |
— |
|
Male |
0.95 |
0.73, 1.24 |
0.698 |
Race_Group |
|
|
|
White |
— |
— |
|
Black |
1.37 |
0.98, 1.90 |
0.064 |
Others |
1.66 |
1.22, 2.26 |
0.001 |
coxph decongestion_time_days
:time+Gender+Race_Group+DM+Dialysis_Vintage+HF_score_Total
Characteristic |
HR |
95% CI |
p-value |
time |
|
|
|
1 |
— |
— |
|
2 |
1.00 |
0.77, 1.30 |
0.977 |
Gender |
|
|
|
Female |
— |
— |
|
Male |
1.02 |
0.78, 1.32 |
0.891 |
Race_Group |
|
|
|
White |
— |
— |
|
Black |
1.30 |
0.94, 1.82 |
0.116 |
Others |
1.64 |
1.19, 2.25 |
0.002 |
HTN |
|
|
|
N |
— |
— |
|
Y |
1.09 |
0.51, 2.35 |
0.821 |
DM |
|
|
|
N |
— |
— |
|
Y |
0.92 |
0.68, 1.23 |
0.559 |
CAD |
|
|
|
N |
— |
— |
|
Y |
0.70 |
0.39, 1.26 |
0.237 |
Dialysis_Vintage |
0.99 |
0.97, 1.02 |
0.539 |
HF_score_Total |
1.00 |
0.98, 1.01 |
0.564 |
Competing risk Univariate cause specific 1st_readmission_180
Characteristic |
N |
HR |
95% CI |
p-value |
time |
917 |
|
|
|
1 |
|
— |
— |
|
2 |
|
0.00 |
0.00, 0.00 |
<0.001 |
Gender |
917 |
|
|
|
Female |
|
— |
— |
|
Male |
|
5.42 |
0.59, 49.6 |
0.134 |
Race_Group |
917 |
|
|
|
White |
|
— |
— |
|
Black |
|
0.79 |
0.13, 4.82 |
0.802 |
Others |
|
0.00 |
0.00, 0.00 |
<0.001 |
DM |
917 |
|
|
|
N |
|
— |
— |
|
Y |
|
110,158,342 |
42,827,985, 283,339,512 |
<0.001 |
Dialysis_Vintage |
917 |
0.89 |
0.62, 1.29 |
0.553 |
HF_score_Total |
917 |
1.06 |
0.96, 1.17 |
0.243 |
weight.ATE |
917 |
0.23 |
0.05, 1.14 |
0.072 |
Competing risk Multivariate cause specific 1st_readmission_180:
time+Gender+Race_Group
Characteristic |
HR |
95% CI |
p-value |
time |
|
|
|
1 |
— |
— |
|
2 |
0.00 |
0.00, 0.00 |
<0.001 |
Gender |
|
|
|
Female |
— |
— |
|
Male |
4.34 |
0.55, 34.1 |
0.162 |
Race_Group |
|
|
|
White |
— |
— |
|
Black |
0.84 |
0.16, 4.59 |
0.844 |
Others |
0.00 |
0.00, 0.00 |
<0.001 |
Competing risk Multivariate cause specific 1st_readmission_180:
time+Gender+Race_Group+DM+Dialysis_Vintage+HF_score_Total
Characteristic |
HR |
95% CI |
p-value |
time |
|
|
|
1 |
— |
— |
|
2 |
0.00 |
0.00, 0.00 |
<0.001 |
Gender |
|
|
|
Female |
— |
— |
|
Male |
5.27 |
1.23, 22.6 |
0.025 |
Race_Group |
|
|
|
White |
— |
— |
|
Black |
1.21 |
0.25, 5.77 |
0.809 |
Others |
0.00 |
0.00, 0.00 |
<0.001 |
DM |
|
|
|
N |
— |
— |
|
Y |
1,004,999,231 |
352,968,441, 2,861,512,071 |
<0.001 |
Dialysis_Vintage |
1.17 |
0.71, 1.93 |
0.530 |
HF_score_Total |
1.01 |
0.95, 1.08 |
0.664 |
Univariate coxph time_1st_readmission_180
Characteristic |
N |
HR |
95% CI |
p-value |
time |
917 |
|
|
|
1 |
|
— |
— |
|
2 |
|
0.00 |
0.00, 0.00 |
<0.001 |
Gender |
917 |
|
|
|
Female |
|
— |
— |
|
Male |
|
5.42 |
0.59, 49.6 |
0.134 |
Race_Group |
917 |
|
|
|
White |
|
— |
— |
|
Black |
|
0.79 |
0.13, 4.82 |
0.802 |
Others |
|
0.00 |
0.00, 0.00 |
<0.001 |
DM |
917 |
|
|
|
N |
|
— |
— |
|
Y |
|
110,158,343 |
42,827,985, 283,339,512 |
<0.001 |
Dialysis_Vintage |
917 |
0.89 |
0.62, 1.29 |
0.553 |
HF_score_Total |
917 |
1.06 |
0.96, 1.17 |
0.243 |
weight.ATE |
917 |
0.23 |
0.05, 1.14 |
0.072 |
coxph time_1st_readmission_180: age gender race
Characteristic |
HR |
95% CI |
p-value |
time |
|
|
|
1 |
— |
— |
|
2 |
0.00 |
0.00, 0.00 |
<0.001 |
Age |
0.96 |
0.90, 1.02 |
0.143 |
Gender |
|
|
|
Female |
— |
— |
|
Male |
4.84 |
0.57, 41.3 |
0.149 |
Race_Group |
|
|
|
White |
— |
— |
|
Black |
0.49 |
0.07, 3.53 |
0.476 |
Others |
0.00 |
0.00, 0.00 |
<0.001 |
coxph time_1st_readmission_180:
time+Gender+Race_Group+DM+Dialysis_Vintage+HF_score_Total
Characteristic |
HR |
95% CI |
p-value |
time |
|
|
|
1 |
— |
— |
|
2 |
0.00 |
0.00, 0.00 |
<0.001 |
Gender |
|
|
|
Female |
— |
— |
|
Male |
5.27 |
1.23, 22.6 |
0.025 |
Race_Group |
|
|
|
White |
— |
— |
|
Black |
1.21 |
0.25, 5.77 |
0.809 |
Others |
0.00 |
0.00, 0.00 |
<0.001 |
DM |
|
|
|
N |
— |
— |
|
Y |
1,004,999,245 |
352,968,330, 2,861,513,048 |
<0.001 |
Dialysis_Vintage |
1.17 |
0.71, 1.93 |
0.530 |
HF_score_Total |
1.01 |
0.95, 1.08 |
0.664 |
Univariate coxph decongestion_time_days
Characteristic |
N |
HR |
95% CI |
p-value |
time |
917 |
|
|
|
1 |
|
— |
— |
|
2 |
|
1.02 |
0.80, 1.31 |
0.858 |
Gender |
917 |
|
|
|
Female |
|
— |
— |
|
Male |
|
0.84 |
0.65, 1.08 |
0.165 |
Race_Group |
917 |
|
|
|
White |
|
— |
— |
|
Black |
|
1.37 |
0.99, 1.91 |
0.058 |
Others |
|
1.70 |
1.27, 2.27 |
<0.001 |
DM |
917 |
|
|
|
N |
|
— |
— |
|
Y |
|
0.95 |
0.70, 1.29 |
0.742 |
Dialysis_Vintage |
917 |
0.99 |
0.97, 1.02 |
0.516 |
HF_score_Total |
917 |
0.99 |
0.98, 1.01 |
0.297 |
weight.ATE |
917 |
1.02 |
0.96, 1.09 |
0.488 |
coxph decongestion_time_days: age gender race
Characteristic |
HR |
95% CI |
p-value |
time |
|
|
|
1 |
— |
— |
|
2 |
1.01 |
0.79, 1.30 |
0.932 |
Age |
1.01 |
1.00, 1.03 |
0.012 |
Gender |
|
|
|
Female |
— |
— |
|
Male |
0.94 |
0.72, 1.21 |
0.610 |
Race_Group |
|
|
|
White |
— |
— |
|
Black |
1.57 |
1.10, 2.23 |
0.012 |
Others |
1.82 |
1.31, 2.52 |
<0.001 |
coxph decongestion_time_days:
time+Gender+Race_Group+DM+Dialysis_Vintage+HF_score_Total
Characteristic |
HR |
95% CI |
p-value |
time |
|
|
|
1 |
— |
— |
|
2 |
1.04 |
0.80, 1.35 |
0.787 |
Gender |
|
|
|
Female |
— |
— |
|
Male |
0.98 |
0.75, 1.28 |
0.875 |
Race_Group |
|
|
|
White |
— |
— |
|
Black |
1.34 |
0.96, 1.87 |
0.089 |
Others |
1.65 |
1.21, 2.25 |
0.002 |
DM |
|
|
|
N |
— |
— |
|
Y |
0.90 |
0.67, 1.21 |
0.482 |
Dialysis_Vintage |
0.99 |
0.97, 1.02 |
0.602 |
HF_score_Total |
0.99 |
0.98, 1.01 |
0.520 |
decongestion_time_days,n_90,n_180,time_1st_readmission_180
|
1 (N=132) |
2 (N=169) |
Overall (N=301) |
decongestion_time_days |
|
|
|
Mean (SD) |
5.65 (6.26) |
6.00 (6.42) |
5.85 (6.34) |
Median [Q1,Q3] |
4.00 [2.00,7.00] |
4.00 [2.00,7.00] |
4.00 [2.00,7.00] |
n_90 |
|
|
|
Mean (SD) |
1.05 (1.09) |
0.811 (0.982) |
0.917 (1.04) |
Median [Q1,Q3] |
1.00 [0,2.00] |
1.00 [0,1.00] |
1.00 [0,1.00] |
n_180 |
|
|
|
Mean (SD) |
1.62 (1.69) |
1.33 (1.53) |
1.46 (1.61) |
Median [Q1,Q3] |
1.00 [0,2.00] |
1.00 [0,2.00] |
1.00 [0,2.00] |
time_1st_readmission_180 |
|
|
|
Mean (SD) |
-419 (3030) |
180 (0) |
-82.8 (2030) |
Median [Q1,Q3] |
180 [180,180] |
180 [180,180] |
180 [180,180] |