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Table 1 Summary statistics: demographics and trauma/injuries

From: A multicenter mixed-effects model for inference and prediction of 72-h return visits to the emergency department for adult patients with trauma-related diagnoses

Variable

Levels

No return visit (72 h)

Had a return visit (72 h)

p value (chi-squared or t test)

n (%) or mean (sd)

n (%) or mean (sd)

Age, years

18–49

985,654 (64.96)

35,628 (61.55)

< 0.001

50–69

359,481 (23.69)

14,395 (24.87)

70 or older

172,214 (11.35)

7861 (13.58)

Race and/or ethnicity

Caucasian

1,037,221 (68.36)

38,904 (67.21)

< 0.001

Hispanic

31,535 (2.08)

964 (1.67)

Black

266,147 (17.54)

10,178 (17.58)

Asian

19,092 (1.26)

508 (0.88)

Native American

43,271 (2.85)

3362 (5.81)

Other

120,083 (7.91)

3968 (6.86)

Sex

Female

774,225 (51.02)

27,336 (47.23)

< 0.001

Male

741,267 (48.85)

30,518 (52.72)

Other/undisclosed

1857 (0.12)

30 (0.05)

Length of stay (hours)

0 to 5

1,408,772 (92.84)

51,538 (89.04)

< 0.001

6 to 11

91,484 (6.03)

4905 (8.47)

12 or more

17,093 (1.13)

1441 (2.49)

Payer

Commercial other

487,429 (32.12)

16,044 (27.72)

< 0.001

Medicare or Medicaid

491,449 (32.39)

23,161 (40.01)

Other governmental

57,319 (3.78)

2224 (3.84)

Self-pay

267,644 (17.64)

10,080 (17.41)

Others

213,508 (14.07)

6375 (11.01)

History of hospital visits

0

1,421,064 (93.65)

49,523 (85.56)

< 0.001

1

70,773 (4.66)

5155 (8.91)

2

16,400 (1.08)

1712 (2.96)

3 or more

9112 (0.60)

1494 (2.58)

Is index ED visit a revisit (within 72 h) of a previous encounter?

No

1,463,245 (96.43)

50,429 (87.12)

< 0.001

Yes

54,104 (3.57)

7455 (12.88)

Previous ED visit

0

1,051,707 (69.31)

27,767 (47.97)

< 0.001

1

252,012 (16.61)

10,311 (17.81)

2

95,731 (6.31)

5460 (9.43)

3 or more

117,899 (7.77)

14,346 (24.78)

History of return visits

0

1,459,191 (96.17)

47,481 (82.03)

< 0.001

1

39,372 (2.59)

4317 (7.46)

2

9389 (0.62)

1829 (3.16)

3 or more

9397 (0.62)

4257 (7.35)

Number of medications

Less than 4

1,423,293 (93.80)

52,342 (90.43)

< 0.001

4 or more

94,056 (6.20)

5542 (9.57)

Season

Winter

324,662 (21.40)

12,281 (21.22)

0.003

Spring

364,282 (24.01)

13,878 (23.98)

Summer

437,620 (28.84)

17,082 (29.51)

Fall

390,785 (25.75)

14,643 (25.30)

Injuries and trauma

 Injuries to the head (S00-S09)

No

1,178,863 (77.69)

42,170 (72.85)

< 0.001

Yes

338,486 (22.31)

15,714 (27.15)

 Injuries to the neck (S10-S19)

No

1,323,354 (87.21)

50,420 (87.11)

0.442

Yes

193,995 (12.79)

7464 (12.89)

 Injuries to the thorax (S20-S29)

No

1,354,255 (89.25)

52,409 (90.54)

< 0.001

Yes

163,094 (10.75)

5475 (9.46)

 Injuries to the abdomen, lower back, lumbar spine, pelvis, and external genitals (S30-S39)

No

1,336,251 (88.06)

51,054 (88.20)

0.326

Yes

181,098 (11.94)

6830 (11.80)

 Injuries to the shoulder and upper arm (S40-S49)

No

1,380,266 (90.97)

53,145 (91.81)

< 0.001

Yes

137,083 (9.03)

4739 (8.19)

 Injuries to the elbow and forearm (S50-S59)

No

1,418,621 (93.49)

53,603 (92.60)

< 0.001

Yes

98,728 (6.51)

4281 (7.40)

 Injuries to the wrist, hand, and fingers (S60-S69)

No

1,242,857 (81.91)

47,690 (82.39)

0.003

Yes

274,492 (18.09)

10,194 (17.61)

 Injuries to the hip and thigh (S70-S79)

No

1,438,356 (94.79)

54,311 (93.83)

< 0.001

Yes

78,993 (5.21)

3573 (6.17)

 Injuries to the knee and lower leg (S80-S89)

No

1,297,862 (85.53)

50,337 (86.96)

< 0.001

Yes

219,487 (14.47)

7547 (13.04)

 Injuries involving multiple body regions(T07)

No

1,467,511 (96.72)

55,833 (96.46)

< 0.001

Yes

49,838 (3.28)

2051 (3.54)

 Injury of unspecified body region (T14-T14)

No

1,438,869 (94.83)

54,732 (94.55)

0.004

Yes

78,480 (5.17)

3152 (5.45)

 Effects of foreign body entering through natural orifice (T15-T19)

No

1,491,654 (98.31)

57,218 (98.85)

< 0.001

Yes

25,695 (1.69)

666 (1.15)

 Burns and corrosions (T20-T32)

No

1,495,027 (98.53)

56,775 (98.08)

< 0.001

Yes

22,322 (1.47)

1109 (1.92)

 Poisoning by, adverse effect of, and underdosing of drugs, medicaments, and biological substances (T36-T50)

No

1,478,655 (97.45)

55,611 (96.07)

< 0.001

Yes

38,694 (2.55)

2273 (3.93)

 Toxic effects of substances chiefly nonmedicinal as to source (T51-T65)

No

1,494,884 (98.52)

56,899 (98.30)

< 0.001

Yes

22,465 (1.48)

985 (1.70)

 Other and unspecified effects of external causes (T66-T78)

No

1,459,709 (96.20)

54,995 (95.01)

< 0.001

Yes

57,640 (3.80)

2889 (4.99)

 Complications of surgical and medical care, not elsewhere classified (T80-T88)

No

1,488,928 (98.13)

55,404 (95.72)

< 0.001

Yes

28,421 (1.87)

2480 (4.28)

 Injuries to the ankle and foot (S90-S99)

No

1,289,905 (85.01)

50,655 (87.51)

< 0.001

Yes

227,444 (14.99)

7229 (12.49)