Appendix Table A3.
Sensitivity Analysis of Total Operating Costs, Length of Stay, and Variable Costs by Reason for Consultation (U.S. Dollars) for Individual Observations in Inclusive Analysis, Matched on Death
| Days to consultation | Reason for consultation |
||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Full matched sample | |||||||||||||||
| Goals of care |
Pain management |
Hospice evaluation |
Nonpain symptom management |
Support |
|||||||||||
|
n = 1370 (35.5%) |
n = 1463 (38.0%) |
n = 557 (14.5%) |
n = 318 (8.3%) |
n = 147 (3.8%) |
|||||||||||
| Controls | Consult | p | Controls | Consult | p | Controls | Consult | p | Controls | Consult | p | Controls | Consult | p | |
| Variable costs | |||||||||||||||
| 0–1 | 3504 | 3102 | 0.285 | 3321 | 3294 | 0.82 | 3016 | 1678.9 | <0.001* | 2987 | 3022 | 0.889 | 3218 | 2847 | 0.878 |
| 2–3 | 4530 | 4152 | 0.533 | 3998 | 4411 | 0.099 | 3947 | 2955.2 | <0.001* | 3492 | 4218 | 0.112 | 4430 | 4197 | 0.946 |
| 4–5 | 4749 | 5005 | 0.799 | 5055 | 6049 | 0.082 | 4819 | 4047.5 | 0.031* | 4044 | 5169 | 0.137 | 5207 | 8073 | 0.791 |
| 6–10 | 6727 | 8085 | 0.403 | 7187 | 7839 | 0.437 | 6214 | 6387.2 | 0.777 | 7043 | 8082 | 0.398 | 16,512 | 7958 | 0.117 |
| Length of stay | |||||||||||||||
| 0–1 | 6.0 | 5.2 | <0.001* | 5 | 5.6 | <0.001* | 4.6 | 2.6 | <0.001* | 4.7 | 5.7 | 0.001* | 6.3 | 6.3 | 1 |
| 2–3 | 7.0 | 6.8 | 0.531 | 6.4 | 7.3 | <0.001* | 6 | 4.1 | <0.001* | 7 | 7.6 | 0.306 | 7.8 | 7.9 | 0.961 |
| 4–5 | 9.4 | 8.9 | 0.17 | 8.8 | 10.3 | 0.009* | 7.9 | 5.9 | <0.001* | 9.8 | 12.3 | 0.034* | 10.9 | 10.8 | 0.968 |
| 6–10 | 12.7 | 13 | 0.661 | 12.9 | 13.4 | 0.519 | 11.4 | 9.3 | <0.001* | 13 | 14 | 0.514 | 15.1 | 16.7 | 0.441 |
| Total unit operating costs | |||||||||||||||
| 0–1 | 9021 | 7870 | <0.001* | 7431 | 8279 | <0.001* | 7327 | 4075 | <0.001* | 6314 | 6833 | 0.172 | 7459 | 8356 | 0.308 |
| 2–3 | 11,013 | 11,096 | 0.807 | 10,889 | 12,972 | <0.001* | 10,450 | 7698 | <0.001* | 11,079 | 12,195 | 0.218 | 11,769 | 12,206 | 0.692 |
| 4–5 | 14,126 | 13,274 | 0.145 | 14,761 | 17,689 | 0.008* | 13,688 | 10,129 | <0.001* | 12,920 | 15,309 | 0.119 | 15,754 | 19,705 | 0.149 |
| 6–10 | 19,989 | 20,705 | 0.392 | 22,481 | 24,059 | 0.348 | 18,118 | 16,592 | 0.182 | 20,087 | 22,040 | 0.398 | 23,239 | 28,783 | 0.13 |
| Days to consultation | Among in-hospital decedents |
||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Goals of care |
Pain management |
Hospice evaluation |
Nonpain symptom management |
Support |
|||||||||||
|
n = 246 (49.6%) |
n = 72 (14.5%) |
n = 127 (25.6%) |
n = 27 (5.4%) |
n = 24 (4.8%) |
|||||||||||
| Controls | Consult | p | Controls | Consult | p | Controls | Consult | p | Controls | Consult | p | Controls | Consult | p | |
| Variable costs | |||||||||||||||
| 0–1 |
4903 |
4199 |
0.097 |
4893 |
5057 |
0.823 |
3582 |
2371 |
0.006* |
4575 |
6263 |
0.457 |
6483 |
4070 |
0.222 |
| 2–3 |
5787 |
5751 |
0.949 |
7694 |
6789 |
0.623 |
5081 |
4025 |
0.116 |
4192 |
6601 |
0.276 |
6318 |
5762 |
0.754 |
| 4–5 |
7678 |
7178 |
0.617 |
13,216 |
8748 |
0.188 |
6013 |
4631 |
0.093 |
5015 |
7273 |
0.412 |
8666 |
10,148 |
0.697 |
| 6–10 |
9709 |
9873 |
0.877 |
12,119 |
11,051 |
0.78 |
7731 |
8248 |
0.772 |
14,278 |
8951 |
0.126 |
8201 |
8945 |
0.898 |
| Length of stay | |||||||||||||||
| 0–1 |
5.2 |
4.4 |
0.04* |
6 |
7.1 |
0.209 |
2.9 |
2.3 |
0.03* |
3.3 |
8 |
0.027* |
6.6 |
7.6 |
0.722 |
| 2–3 |
6.9 |
7 |
0.867 |
8.6 |
9.6 |
0.57 |
6 |
3.6 |
<0.001* |
10.6 |
9.3 |
0.566 |
11.7 |
9 |
0.227 |
| 4–5 |
9.8 |
8 |
0.052 |
12.4 |
13.5 |
0.673 |
7.9 |
5.4 |
0.001* |
7 |
11 |
0.213 |
10.9 |
10.7 |
0.953 |
| 6–10 |
12.6 |
11.6 |
0.348 |
13.7 |
13.5 |
0.936 |
11.8 |
9.3 |
0.1 |
12.9 |
11.6 |
0.74 |
14 |
11.3 |
0.662 |
| Total unit operating costs | |||||||||||||||
| 0–1 |
10,265 |
8975 |
0.133 |
14,989 |
11,944 |
0.146 |
6073 |
5007 |
0.076 |
7085 |
13,227 |
0.115 |
15,132 |
7935 |
0.204 |
| 2–3 |
14,005 |
14,619 |
0.64 |
21,491 |
20,937 |
0.923 |
12,747 |
9817 |
0.119 |
10,392 |
12,537 |
0.716 |
23,093 |
19,933 |
0.799 |
| 4–5 |
21,107 |
16,184 |
0.041* |
29,379 |
32,441 |
0.781 |
21,464 |
11,394 |
0.002* |
14,051 |
14,598 |
0.922 |
17,786 |
20,370 |
0.798 |
| 6–10 | 28,686 | 24,277 | 0.122 | 33,082 | 30,361 | 0.789 | 21,663 | 20,309 | 0.758 | 30,345 | 23,467 | 0.306 | 16,278 | 41,138 | 0.327 |
| Days to consultation | Among survivors to hospital discharge |
||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Goals of care |
Pain management |
Hospice evaluation |
Nonpain symptom management |
Support |
|||||||||||
|
n = 1156 (33.8%) |
n = 430 (12.6%) |
n = 301 (8.8%) |
n = 1397 (40.9%) |
n = 133 (3.9%) |
|||||||||||
| Controls | Consult | p | Controls | Consult | p | Controls | Consult | p | Controls | Consult | p | Controls | Consult | p | |
| Variable costs | |||||||||||||||
| 0–1 |
3375 |
2876 |
0.238 |
3272 |
3218 |
0.652 |
2905 |
1487 |
<0.001* |
2929 |
2861 |
0.782 |
2993 |
2725 |
0.915 |
| 2–3 |
4389 |
3839 |
0.41 |
3883 |
4316 |
0.081 |
3714 |
2675 |
<0.001* |
3433 |
4016 |
0.192 |
4229 |
3924 |
0.934 |
| 4–5 |
4435 |
4585 |
0.892 |
4505 |
5733 |
0.027* |
4472 |
3821 |
0.096 |
3925 |
4892 |
0.195 |
4683 |
7463 |
0.815 |
| 6–10 |
6295 |
7576 |
0.496 |
6898 |
7488 |
0.48 |
5914 |
5849 |
0.918 |
6038 |
7604 |
0.21 |
16,916 |
7859 |
0.117 |
| Length of stay | |||||||||||||||
| 0–1 |
6.1 |
5.3 |
<0.001* |
5 |
5.6 |
<0.001* |
5 |
2.7 |
<0.001* |
4.8 |
5.6 |
0.008* |
6.3 |
6.2 |
0.874 |
| 2–3 |
7 |
6.8 |
0.439 |
6.4 |
7.2 |
<0.001* |
6 |
4.2 |
<0.001* |
6.7 |
7.5 |
0.191 |
7 |
7.6 |
0.408 |
| 4–5 |
9.3 |
9 |
0.485 |
8.5 |
9.9 |
0.009* |
7.9 |
6 |
<0.001* |
10.1 |
12.5 |
0.059 |
10.9 |
10.9 |
0.99 |
| 6–10 |
12.8 |
13.3 |
0.322 |
12.8 |
13.4 |
0.481 |
11.3 |
9.3 |
0.001* |
13 |
14.4 |
0.402 |
15.3 |
17.4 |
0.345 |
| Total unit operating costs | |||||||||||||||
| 0–1 |
8844 |
7646 |
<0.001* |
7254 |
8123 |
<0.001* |
7296 |
3817 |
<0.001* |
6197 |
6516 |
0.394 |
6987 |
8397 |
0.091 |
| 2–3 |
10,600 |
10,363 |
0.483 |
10,612 |
12,637 |
<0.001* |
10,020 |
7149 |
<0.001* |
11,088 |
12,167 |
0.242 |
10,575 |
10,626 |
0.956 |
| 4–5 |
13,447 |
12,721 |
0.217 |
13,931 |
16,290 |
0.022* |
12,448 |
9639 |
<0.001* |
12,866 |
15,395 |
0.117 |
15,672 |
19,520 |
0.171 |
| 6–10 | 18,600 | 19,666 | 0.219 | 21,772 | 23,352 | 0.343 | 17,421 | 15,493 | 0.088 | 18,737 | 21,777 | 0.219 | 23,312 | 27,171 | 0.241 |
p < 0.05.