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. 2019 Dec 2;2(12):e1916499. doi: 10.1001/jamanetworkopen.2019.16499

Table 1. Patient Demographic Characteristics and Order Summary Statisticsa.

Characteristic Mean (SD)
Laboratory Medications Radiology
Before Intervention (n =55 018)  After Intervention (n = 55 227) P Value Before Intervention (n = 54 475) After Intervention (n = 55 750) P Value Before Intervention (n = 55 302) After Intervention (n = 56 128) P Value
Patient age, y 51.16 (20.74) 51.75 (20.75) <.001 51.21 (20.75) 51.85 (20.74) <.001 51.40 (20.75) 51.92 (20.75) <.001
Female patients, No. (%) 29 936 (54.4) 30 067 (54.4) .92 29 530 (54.2) 30 496 (54.7) .10 30 284 (54.8) 30 503 (54.3) .16
Patients with ESI ≥3, No. (%) 33 996 (61.8) 33 597 (60.8) .001 33 559 (61.6) 33 483 (60.1) <.001 33 350 (60.3) 32 685 (58.2) <.001
Patients with English as primary language, No. (%) 53 069 (96.5) 53 205 (96.3) .29 52 499 (96.4) 53 612 (96.2) .07 53 196 (96.2) 54 052 (96.3) .34
Discharged, No. (%) 32 317 (58.7) 32 391 (58.7) .77 32 007 (58.8) 32 186 (57.7) .001a 32 023 (57.9) 32 227 (57.4) .10
Admitted, No. (%) 20 259 (36.8) 20 312 (36.8) .44 20 149 (37.0) 20 848 (37.4) .16 20 613 (37.3) 20 913 (37.3) .96
Patients in department, No. 41.21 (10.90) 44.79 (11.11) <.001 40.93 (10.85) 45.89 (10.93) <.001 42.14 (10.99) 47.35 (10.72) <.001
Patients in waiting room, No. 4.47 (4.90) 5.71 (5.81) <.001 4.46 (4.95) 6.02 (5.94) <.001 4.74 (5.14) 6.71 (6.27) <.001
Patients in observation, No. 8.69 (4.16) 8.95 (4.35) <.001 8.44 (4.12) 9.21 (4.40) <.001 8.53 (4.17) 9.65 (4.46) <.001
New patients, No. 7.96 (3.70) 7.93 (3.66) .14 7.84 (3.69) 7.99 (3.67) <.001 7.91 (3.68) 8.00 (3.67) <.001
ICU bed requests, No. 0.85 (1.00) 1.10 (1.15) <.001 0.87 (1.00) 1.15 (1.18) <.001 0.91 (1.03) 1.30 (1.24) <.001
Telemetry bed requests, No. 2.51 (2.09) 3.44 (2.59) <.001 2.52 (2.08) 3.66 (2.66) <.001 2.77 (2.26) 4.06 (2.74) <.001
Floor bed requests, No. 3.67 (2.59) 4.30 (2.88) <.001 3.56 (2.55) 4.53 (2.93) <.001 3.76 (2.64) 4.92 (3.03) <.001
Boarders, No. 2.72 (2.48) 2.33 (2.69) <.001 2.18 (2.36) 2.65 (2.81) <.001 2.06 (2.33) 3.33 (3.05) <.001

Abbreviations: ESI, emergency severity index; ICU, intensive care unit.

a

Patient demographics and order summary are reported at the patient level.