Skip to main content

Table 4 Clusters (number and, % of incident reports within the cluster) and descriptive terms of medication administration incident reports (n = 72,390), and RMSSD† for testing the goodness of fit of clusters

From: Identifying risks areas related to medication administrations - text mining analysis using free-text descriptions of incident reports

Cluster

Descriptive termsb

No.

%

RMSSDa

1

syringe, driver, infusion, label, pump, run, morphine, line, commence, running

1516

2

0.093

2

infusion, hour, rate, pump, check, run, intravenous, start, running, stop

3317

5

0.102

3

allergy, penicillin, allergic, amoxicillin, reaction, intravenous, note, state, document, antibiotic

1258

2

0.077

4

patch, fentanyl, find, buprenorphine, ‘fentanyl patch’, apply, remove, date, pain, visit

1002

1

0.069

5

insulin, administer, morning, blood, unit, scale, diabetic, glucose, sugar, visit

3595

5

0.100

6

nurse, ward, staff, pharmacy, inform, night, doctor, discharge, pharmacist, home

15,709

22

0.126

7

find, date, bottle, box, chemotherapy, treatment, cupboard, pain, attend, book

8795

12

0.134

8

warfarin, dose, INR, chart, dalteparin, prescribe, day, doctor, sign, visit

962

1

0.075

9

paracetamol, patient, dose, intravenous, discharge, hour, home, pain, oral, medication

3455

5

0.113

10

drop, eye, eye drop, right left, chloramphenicol, bottle, pharmacy, attend, treatment

692

1

0.073

11

medication, patient, ward, administer, morning, sign, miss, wrong, pharmacy, transfer

5041

7

0.108

12

morphine, check, sulphate, pca, pain, prescription, control, book, oral, syringe

1816

3

0.098

13

patient, tablet, drug, check, oxycodone, find, book, release, control, cupboard

3969

5

0.114

14

injection, administer, scan, unit, contrast, dalteparin, cannula, extravasation, arm, attend

2632

4

0.115

15

dose, patient, prescribe, miss, administer, day, morning, night, sign, due

6964

10

0.115

16

intravenous, antibiotic, prescribe, fluid, intravenous antibiotic, oral, intravenous infusion, hour, saline

4884

7

0.115

17

bag, tpn, find, fluid, pharmacy, run, saline, line, start, running

2530

3

0.110

18

drug chart, drug, dose, prescribe, sign, day, note, morning, notice

4253

6

0.099

Total

 

72,390

100

 
  1. a root mean square standard deviation
  2. b drugs are bolded