Skip to main content

Table 2 Descriptive statistics of study population

From: On Scene Injury Severity Prediction (OSISP) model for trauma developed using the Swedish Trauma Registry

Variable

Level

Excluded

Dataset A

Dataset B

Dataset C

Dataset D

Agea,b

 ≤ 55 (Young)c

21837 (77.3)

20120 (68.7)

32427 (68.5)

22334 (68.6)

32438 ± 1.3 (68.5)

 > 55 (Elderly)

6342 (22.5)

9178 (31.3)

14914 (31.5)

10210 (31.4)

14919 ± 1.3 (31.5)

Unknown

66 (0.2)

0 (0)

16 (0.0)

0 (0)

0 ± 0.0 (0.0)

Airway managementa

Yes

1406 (5.0)

66 (0.2)

361 (0.8)

73 (0.2)

379 ± 1.5 (0.8)

Noc

15813 (56.0)

29232 (99.8)

46111 (97.4)

32471 (99.8)

46978 ± 1.5 (99.2)

Unknown

11026 (39.0)

0 (0)

885 (1.9)

0 (0)

0 ± 0.0 (0.0)

AIS region: Abdomena,b

Yes

2937 (10.4)

2476 (8.5)

4103 (8.7)

2845 (8.7)

4103 ± 0.0 (8.7)

Noc

25308 (89.6)

26822 (91.5)

43254 (91.3)

29699 (91.3)

43254 ± 0.0 (91.3)

AIS region: Externala

Yes

5605 (19.8)

6832 (23.3)

12016 (25.4)

7378 (22.7)

12016 ± 0.0 (25.4)

Noc

22640 (80.2)

22466 (76.7)

35341 (74.6)

25166 (77.3)

35341 ± 0.0 (74.6)

AIS region: Facea,b

Yes

4613 (16.3)

6174 (21.1)

9835 (20.8)

7097 (21.8)

9835 ± 0.0 (20.8)

Noc

23632 (83.7)

23124 (78.9)

37522 (79.2)

25447 (78.2)

37522 ± 0.0 (79.2)

AIS region: Heada,b

Yes

8036 (28.5)

8358 (28.5)

13547 (28.6)

9517 (29.2)

13547 ± 0.0 (28.6)

Noc

20209 (71.5)

20940 (71.5)

33810 (71.4)

23027 (70.8)

33810 ± 0.0 (71.4)

AIS region: Lower extremitya,b

Yes

6267 (22.2)

7973 (27.2)

12644 (26.7)

9131 (28.1)

12644 ± 0.0 (26.7)

Noc

21978 (77.8)

21325 (72.8)

34713 (73.3)

23413 (71.9)

34713 ± 0.0 (73.3)

AIS region: Necka,b

Yes

922 (3.3)

2153 (7.3)

3111 (6.6)

2531 (7.8)

3111 ± 0.0 (6.6)

Noc

27323 (96.7)

27145 (92.7)

44246 (93.4)

30013 (92.2)

44246 ± 0.0 (93.4)

AIS region: Spinea,b

Yes

5358 (19.0)

5196 (17.7)

8622 (18.2)

5758 (17.7)

8622 ± 0.0 (18.2)

Noc

22887 (81.0)

24102 (82.3)

38735 (81.8)

26786 (82.3)

38735 ± 0.0 (81.8)

AIS region: Thoraxa,b

Yes

5963 (21.1)

6314 (21.6)

10587 (22.4)

7179 (22.1)

10587 ± 0.0 (22.4)

Noc

22282 (78.9)

22984 (78.4)

36770 (77.6)

25365 (77.9)

36770 ± 0.0 (77.6)

AIS region: Upper extremitya,b

Yes

6004 (21.3)

8295 (28.3)

13241 (28.0)

9479 (29.1)

13241 ± 0.0 (28.0)

Noc

22241 (78.7)

21003 (71.7)

34116 (72.0)

23065 (70.9)

34116 ± 0.0 (72.0)

Cardiac arresta

Yes

621 (2.2)

55 (0.2)

360 (0.8)

59 (0.2)

375 ± 2.4 (0.8)

Noc

16620 (58.8)

29243 (99.8)

46174 (97.5)

32485 (99.8)

46982 ± 2.4 (99.2)

Unknown

11004 (39.0)

0 (0)

823 (1.7)

0 (0)

0 ± 0.0 (0.0)

Dominating type of injurya

Bluntc

25354 (89.8)

27207 (92.9)

43279 (91.4)

30057 (92.4)

43395 ± 2.2 (91.6)

Penetrating

1629 (5.8)

2091 (7.1)

3950 (8.3)

2487 (7.6)

3962 ± 2.2 (8.4)

Unknown

1262 (4.5)

0 (0)

128 (0.3)

0 (0)

0 ± 0.0 (0.0)

mGCSa,b

6. Obeys commands/pain responsec

12163 (43.1)

27546 (94.0)

38494 (81.3)

30462 (93.6)

43762 ± 9.2 (92.4)

5. Localising pain

581 (2.1)

981 (3.3)

1502 (3.2)

1162 (3.6)

1776 ± 9.6 (3.7)

4. Withdrawal from pain

269 (1.0)

312 (1.1)

470 (1.0)

361 (1.1)

567 ± 10.0 (1.2)

3. Flexion to pain (decorticate)

124 (0.4)

76 (0.3)

117 (0.2)

94 (0.3)

138 ± 3.0 (0.3)

2. Extension to pain (decerebrate)

126 (0.4)

61 (0.2)

108 (0.2)

70 (0.2)

134 ± 3.7 (0.3)

1. No motor response

970 (3.4)

322 (1.1)

828 (1.7)

395 (1.2)

981 ± 7.9 (2.1)

Unknown

14012 (49.6)

0 (0)

5838 (12.3)

0 (0)

0 ± 0.0 (0.0)

Gendera,b

Female

9619 (34.1)

10701 (36.5)

16858 (35.6)

11787 (36.2)

16863 ± 1.8 (35.6)

Malec

18591 (65.8)

18597 (63.5)

30487 (64.4)

20757 (63.8)

30494 ± 1.8 (64.4)

Unknown

35 (0.1)

0 (0)

12 (0.0)

0 (0)

0 ± 0.0 (0.0)

Intention of injuryb

Accident

24198 (85.7)

26103 (89.1)

41155 (86.9)

28766 (88.4)

41415 ± 7.2 (87.5)

Self-inflicted

935 (3.3)

888 (3.0)

1796 (3.8)

1065 (3.3)

1833 ± 5.5 (3.9)

Assault

1499 (5.3)

2258 (7.7)

3929 (8.3)

2659 (8.2)

4003 ± 6.1 (8.5)

Otherc

48 (0.2)

49 (0.2)

106 (0.2)

54 (0.2)

107 ± 0.7 (0.2)

Unknown

1565 (5.5)

0 (0)

371 (0.8)

0 (0)

0 ± 0.0 (0.0)

Mechanism of injurya,b

Blunt object

1668 (5.9)

1821 (6.2)

2827 (6.0)

2045 (6.3)

2846 ± 6.0 (6.0)

Explosion

104 (0.4)

49 (0.2)

97 (0.2)

63 (0.2)

98 ± 0.9 (0.2)

High energy fall > 3 m

6604 (23.4)

5449 (18.6)

8920 (18.8)

6084 (18.7)

8947 ± 4.2 (18.9)

Low energy fall < 3 m

2451 (8.7)

3703 (12.6)

5860 (12.4)

4135 (12.7)

5897 ± 6.5 (12.5)

Otherc

1651 (5.8)

518 (1.8)

1093 (2.3)

564 (1.7)

1095 ± 1.4 (2.3)

Shot

413 (1.5)

324 (1.1)

644 (1.4)

385 (1.2)

646 ± 0.8 (1.4)

Stab

1023 (3.6)

1649 (5.6)

3106 (6.6)

1982 (6.1)

3117 ± 3.2 (6.6)

Traffic—Bicycle injury

2022 (7.2)

2565 (8.8)

3942 (8.3)

2831 (8.7)

3955 ± 1.6 (8.4)

Traffic—Motor vehicle injury

7266 (25.7)

9478 (32.4)

14663 (31.0)

10251 (31.5)

14690 ± 4.9 (31.0)

Traffic—Motorcycle injury

2368 (8.4)

2448 (8.4)

3873 (8.2)

2721 (8.4)

3885 ± 1.6 (8.2)

Traffic—Pedestrian

845 (3.0)

903 (3.1)

1460 (3.1)

1042 (3.2)

1467 ± 2.7 (3.1)

Traffic—Other

483 (1.7)

391 (1.3)

711 (1.5)

441 (1.4)

713 ± 1.0 (1.5)

Unknown

1347 (4.8)

0 (0)

161 (0.3)

0 (0)

0 ± 0.0 (0.0)

Respiratory ratea,b

RTS 0: 0

54 (0.2)

18 (0.1)

31 (0.1)

19 (0.1)

58 ± 3.0 (0.1)

RTS 1: 1–5

23 (0.1)

17 (0.1)

35 (0.1)

19 (0.1)

45 ± 2.1 (0.1)

RTS 2: 6–9

70 (0.2)

51 (0.2)

91 (0.2)

60 (0.2)

104 ± 1.4 (0.2)

RTS 3: > 29

1206 (4.3)

1403 (4.8)

2204 (4.7)

1706 (5.2)

2526 ± 16.9 (5.3)

RTS 4: 10-29c

12973 (45.9)

27809 (94.9)

40115 (84.7)

30740 (94.5)

44625 ± 17.4 (94.2)

Unknown

13919 (49.3)

0 (0)

4881 (10.3)

0 (0)

0 ± 0.0 (0.0)

Response timea

 < 8 minc

4249 (15.0)

7515 (25.7)

12038 (25.4)

8520 (26.2)

12270 ± 8.0 (25.9)

 ≥ 8 min

12894 (45.7)

21783 (74.3)

34441 (72.7)

24024 (73.8)

35087 ± 8.0 (74.1)

Unknown

11102 (39.3)

0 (0)

878 (1.9)

0 (0)

0 ± 0.0 (0.0)

Season of yeara

Winterc

6177 (21.9)

6273 (21.4)

10273 (21.7)

7030 (21.6)

10276 ± 1.0 (21.7)

Spring

7028 (24.9)

6894 (23.5)

11381 (24.0)

7734 (23.8)

11384 ± 1.1 (24.0)

Summer

8310 (29.4)

8585 (29.3)

13881 (29.3)

9455 (29.1)

13884 ± 1.4 (29.3)

Autumn

6701 (23.7)

7546 (25.8)

11811 (24.9)

8325 (25.6)

11813 ± 0.7 (24.9)

Unknown

29 (0.1)

0 (0)

11 (0.0)

0 (0)

0 ± 0.0 (0.0)

Systolic blood pressurea,b

RTS 0: 0

196 (0.7)

17 (0.1)

36 (0.1)

19 (0.1)

129 ± 11.0 (0.3)

RTS 1: 1–49

16 (0.1)

31 (0.1)

41 (0.1)

33 (0.1)

46 ± 1.9 (0.1)

RTS 2: 50–75

116 (0.4)

168 (0.6)

271 (0.6)

213 (0.7)

316 ± 3.2 (0.7)

RTS 3: 76–89

243 (0.9)

327 (1.1)

530 (1.1)

378 (1.2)

600 ± 4.0 (1.3)

RTS 4: > 89c

13310 (47.1)

28755 (98.1)

42246 (89.2)

31901 (98.0)

46266 ± 12.5 (97.7)

Unknown

14364 (50.9)

0 (0)

4233 (8.9)

0 (0)

0 ± 0.0 (0.0)

  1. a,bDenote statistically significant results for univariate and multivariate tests, respectively
  2. cShows selected reference level for each predictor. Instances presented as number of cases with percentage in parenthesis. Dataset D presented with average number of cases and standard deviation across the five imputed datasets (D1–D5), percentage in parenthesis