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Table 6 Text clusters of suggested hospital medication communication enhancement: based on an analysis of open-ended questions (N=195)

From: Healthcare professionals’ perceptions on medication communication challenges and solutions – text mining and manual content analysis - cross-sectional study

Cluster ID

Terms included in the cluster

† (The original terms in Finnish are

presented below in parentheses)

Cluster

frequency

Cluster

percentage

RMS std

(Root mean square standard)

Topic name formed by the authors

(Numbered 1–6, starting from the most frequent)

1

terms excluded from analysis

158

46

0

Not applicable

2

+ to know + very soon + communication + guideline + information 

(+ tietää + kohta + kommunikaatio + ohje + tieto)

29

8

0.17

3) Securing communications about guidelines and related information

3

+ example + part + work + another + do 

(+ esimerkki + osa + työ + toinen + tehdä)

11

3

0.15

6) Securing the necessary skills for when conducting the tasks of another member of the team

4

+ software + all + system + clear + prescription/order 

(+ tietojärjestelmä + kaikki + järjestelmä + selkeä + määräys)

45

13

0.16

2) Giving clear prescriptions in the digital system

5

+ patient health record + same + transfer + another + give

(+ potilastietojärjestelmä + sama + siirtyä + toinen + anna)

12

3

0.14

5) Using the same patient health record system during the transition

6

+ as/so + education/training + reporting + good + clarified 

(+ niin + koulutus + raportointi + hyvä + selkeä)

24

7

0.17

4) Undertaking training for clear reporting

7

+ nurse + physician + come + medication + medication list 

(+ hoitaja + lääkäri + tulla + lääke + lääkelista)

65

19

0.16

1) Enhancing the communications between nurses and physicians about medication lists and medicines

  1. † The original words and terms in Finnish were filtered by SAS Enterprise text miner 13.2