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Table 5 Text topics of suggested medication communication enhancements: 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

Topic number

Filtered words/terms forming the topic

† (The original terms in Finnish are presented below in parentheses)

Term cut-off

Document cut-off

Number of terms

Number of documents including the topic

Highest weight for one word in the word combination of the topic

Topic names given by the authors

1

prescription + software + clear + own + also

(määräys + tietojärjestelmä + selkeä + oma + myös)

0.121

0.127

19

54

0.403

2. Clear prescriptions in

the software system

2

Not + guideline + medication care + get + know

(ei + ohje + lääkehoito + saada + tietää)

0.12

0.131

18

36

0.32

4. Knowledge of clear medication care guidelines

3

Nurse + physician + do + prescription + come

(hoitaja + lääkäri + tehdä + lääkemääräys +  tulla)

0.12

0.163

17

57

0.359

1. Information transfer

concerning new prescriptions between the physicians and nurses

4

Patient recording system + same + medication + software system + all

(potilastietojärjestelmä + sama + lääkitys +  tietojärjestelmä + kaikki)

0.12

0.148

20

24

0.417

5. Communicable medication management software systems

5

Should + medicine + patient + medication list + medication

(pitää + lääke + potilas + lääkelista + lääkitys)

0.118

0.177

20

46

0.341

3. Should update the medication list of the patient

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