From: An ensemble model for predicting dispositions of emergency department patients
2018 (N = 40,667) | 2019 (N = 39,406) | Total (N = 80,073) | |||||||
---|---|---|---|---|---|---|---|---|---|
Attribute | Value | Frequency | % | Value | Frequency | % | Value | Frequency | % |
Gender | Female | 18,765 | 46.14 | Female | 18,668 | 47.37 | Female | 37,433 | 46.75 |
Male | 21,902 | 53.86 | Male | 20,738 | 52.63 | Male | 42,640 | 53.25 | |
Glasgow coma scale | 3 | 247 | 0.61 | 3 | 234 | 0.59 | 3 | 481 | 0.60 |
4 | 101 | 0.25 | 4 | 77 | 0.20 | 4 | 178 | 0.22 | |
5 | 124 | 0.30 | 5 | 127 | 0.32 | 5 | 251 | 0.31 | |
6 | 170 | 0.42 | 6 | 133 | 0.34 | 6 | 303 | 0.38 | |
7 | 194 | 0.48 | 7 | 166 | 0.42 | 7 | 360 | 0.45 | |
8 | 229 | 0.56 | 8 | 208 | 0.53 | 8 | 437 | 0.55 | |
9 | 280 | 0.69 | 9 | 273 | 0.69 | 9 | 553 | 0.69 | |
10 | 541 | 1.33 | 10 | 462 | 1.17 | 10 | 1,003 | 1.25 | |
11 | 278 | 0.68 | 11 | 235 | 0.60 | 11 | 513 | 0.64 | |
12 | 247 | 0.61 | 12 | 212 | 0.54 | 12 | 459 | 0.57 | |
13 | 279 | 0.69 | 13 | 290 | 0.74 | 13 | 569 | 0.71 | |
14 | 604 | 1.49 | 14 | 606 | 1.54 | 14 | 1,210 | 1.51 | |
15 | 37,373 | 91.90 | 15 | 36,383 | 92.33 | 15 | 73,756 | 92.11 | |
Top 10 ICD-10-CM | R | 10,427 | 25.64 | R | 9,318 | 23.65 | R | 19,745 | 24.66 |
S | 7,657 | 18.83 | S | 7,544 | 19.14 | S | 15,201 | 18.98 | |
K | 3,812 | 9.37 | K | 3,860 | 9.80 | K | 7,672 | 9.58 | |
J | 3,600 | 8.85 | J | 3,729 | 9.46 | J | 7,329 | 9.15 | |
N | 2,551 | 6.27 | N | 2,786 | 7.07 | N | 5,337 | 6.67 | |
I | 2,315 | 5.69 | I | 2,228 | 5.65 | I | 4,543 | 5.67 | |
M | 2,056 | 5.06 | M | 1,924 | 4.88 | M | 3,980 | 4.97 | |
T | 1,811 | 4.45 | T | 1,652 | 4.19 | T | 3,463 | 4.32 | |
L | 1,466 | 3.60 | L | 1,534 | 3.89 | L | 3,000 | 3.75 | |
C | 744 | 1.83 | A | 712 | 1.81 | A | 1,409 | 1.76 | |
Taiwan triage acuity scale | Level 1 | 2,671 | 6.57 | Level 1 | 2,443 | 6.20 | Level 1 | 5,114 | 6.39 |
Level 2 | 4,672 | 11.49 | Level 2 | 4,176 | 10.60 | Level 2 | 8,848 | 11.05 | |
Level 3 | 29,585 | 72.75 | Level 3 | 29,522 | 74.92 | Level 3 | 59,107 | 73.82 | |
Level 4 | 3,700 | 9.10 | Level 4 | 3,241 | 8.22 | Level 4 | 6,941 | 8.67 | |
Level 5 | 39 | 0.10 | Level 5 | 24 | 0.06 | Level 5 | 63 | 0.08 | |
Top 10 triage code (Note 3) | A03 | 7,627 | 18.75 | A03 | 7,080 | 17.97 | A03 | 14,707 | 18.37 |
A04 | 5,347 | 13.15 | A13 | 5,330 | 13.53 | A04 | 10,590 | 13.23 | |
A13 | 5,091 | 12.52 | A04 | 5,243 | 13.31 | A13 | 10,421 | 13.01 | |
T12 | 4,157 | 10.22 | T12 | 4,070 | 10.33 | T12 | 8,227 | 10.27 | |
A01 | 3,247 | 7.98 | A02 | 2,998 | 7.61 | A02 | 6,216 | 7.76 | |
A02 | 3,218 | 7.91 | A01 | 2,952 | 7.49 | A01 | 6,199 | 7.74 | |
A06 | 2,155 | 5.30 | A06 | 2,151 | 5.46 | A06 | 4,306 | 5.38 | |
A05 | 1,585 | 3.90 | A09 | 1,580 | 4.01 | A09 | 3,098 | 3.87 | |
A07 | 1,575 | 3.87 | A07 | 1,513 | 3.84 | A07 | 3,088 | 3.86 | |
A09 | 1,518 | 3.73 | A05 | 1,472 | 3.74 | A05 | 3,057 | 3.82 | |
Disposition | Admission | 16,687 | 41.03 | Admission | 15,646 | 39.70 | Admission | 32,333 | 40.38 |
Expire | 83 | 0.20 | Expire | 81 | 0.21 | Expire | 164 | 0.20 | |
Discharge | 23,897 | 58.76 | Discharge | 23,679 | 60.09 | Discharge | 47,576 | 59.42 |