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Table 2 Clinical demographics of RRS activations

From: Incorporating a real-time automatic alerting system based on electronic medical records could improve rapid response systems: a retrospective cohort study

Variables

RRS without AAS

RRS with AAS

p valuea

(n = 768)

(n = 1115)

n

(%)

n

(%)

RRS activations per 1000 admissions

14.4

26.3

< 0.001

Age (year), mean, SD

63.3 ± 13.7

63.2 ± 16.2

0.905

Male

386

(50.2)

622

(55.8)

0.018

Charlson Comorbidity Index, mean, SD

2.6 ± 2.5

2.7 ± 2.5

0.1192

     Myocardial infarction

6

(0.8)

21

(1.9)

0.0480

     Congestive heart failure

17

(2.2)

52

(4.7)

0.0054

     Peripheral vascular disorders

50

(6.5)

69

(6.2)

0.7777

     Cerebrovascular disease

101

(13.2)

167

(15.0)

0.2649

     Dementia

23

(3.0)

45

(4.0)

0.2341

     Chronic pulmonary disease

23

(3.0)

50

(4.5)

0.0999

     Rheumatic disease

7

(0.9)

24

(2.2)

0.0375

     Peptic ulcer disease

23

(3.0)

38

(3.4)

0.6186

     Mild liver disease

142

(18.5)

191

(17.1)

0.4473

     Diabetes without chronic complication

129

(16.8)

243

(21.8)

0.0074

     Diabetes with chronic complication

27

(3.5)

50

(4.5)

0.2969

     Hemiplegia or paraplegia

1

(0.1)

7

(0.6)

0.1524

     Renal disease

75

(9.8)

149

(13.4)

0.0178

     Any malignancy

367

(47.8)

491

(44)

0.1083

     Moderate or severe liver disease

21

(2.7)

31

(2.8)

0.9524

     Metastatic solid tumor

73

(9.5)

112

(10.0)

0.6990

     AIDS/HIV

1

(0.1)

0

(0)

0.4079

MEWS, mean, SD

2.5 ± 2.1

3.6 ± 2.1

< 0.001

Mode of RRS activation

< 0.001

     Call

253

(32.9)

231

(20.7)

 

     Manual screening

504

(65.6)

373

(33.4)

 

     AAS

0

(0)

498

(44.7)

 

     CPR alarm

11

(1.4)

13

(1.2)

 

Person of RRS activation

< 0.001

     Nurse

206

(26.8)

186

(16.7)

 

     Doctor

47

(6.1)

43

(3.8)

 

     RRT member (including AAS)

504

(65.6)

871

(78.1)

 

     Others

11

(1.4)

15

(1.4)

 

Causes of activation (multiple)

     Respiratory

          Respiratory rate

31

(4.0)

133

(11.9)

< 0.001

          Saturation

70

(9.1)

184

(16.5)

< 0.001

     Cardiovascular

          Heart rate/arrhythmia

37

(4.8)

205

(18.4)

 < 0.001

          Blood pressure

40

(5.2)

166

(14.9)

< 0.001

          Chest discomfort

11

(1.4)

8

(0.7)

< 0.001

     Neurologic

40

(5.2)

19

(1.7)

< 0.001

     Others

          Clinicians’ concern

239

(31.1)

255

(22.9)

< 0.001

          Abnormal laboratory results

227

(29.6)

95

(8.5)

< 0.001

          Education/consultation

58

(7.6)

51

(4.6)

0.0065

          Transfer support of ICU patients

26

(3.4)

30

(2.7)

0.3831

          Code event

10

(1.3)

8

(0.7)

0.2001

Time to response (min)

4 (3–5)

3 (2–5)

 0.0842

Management of activation

< 0.001

     Intensivist + RRT nurse

318

(41.4)

279

(25.0)

 

     RRT Nurse alone

450

(58.6)

836

(75.0)

 

Results of activation (multiple)

     ICU transfer

83

(10.8)

114

(10.2)

0.6845

     Doctor management

107

(13.9)

63

(5.7)

< 0.001

     Doctor consultation

138

(18.0)

132

(11.8)

0.0002

     Nurse management

308

(40.1)

705

(63.2)

< 0.001

     Nurse consultation/education

155

(20.2)

150

(13.5)

< 0.001

     Transfer support

23

(3.0)

26

(2.3)

0.3745

     Code event support

9

(1.2)

9

(0.8)

0.4241

  1. Data presented as n (%) or mean (SD). ICU length of stay presented as median (IQR)
  2. AAS automatic alerting system, ICU intensive care unit, IQR interquartile range, MEWS modified early warning score, RRS rapid response system, RRT rapid response team, SD standard deviation
  3. ap value determined using the chi-square test or Fisher’s exact test for categorical variables, Student’s t test for continuous variables