Skip to main content

Table 1 Advantages, barriers and potential enablers of CPMs as endorsed by survey respondents; in weighted rank (r) order. Additionally, ‘% 1’ denotes the percentage of time an element was endorsed as the top-ranking

From: Understanding clinical prediction models as ‘innovations’: a mixed methods study in UK family practice

Advantages

r

% 1

Guides appropriate treatment

299

53

Justifies treatment decisions made

217

20

Incorporates large body of evidence

156

19

Motivates patient to make lifestyle changes

70

4

Promotes equity of treatment

62

4

Scores QOF points

21

1

Other

4

1

Barriers

  

Do not have time to use during a consultation

163

24

Not relevant for use in all patients

161

19

Not integrated with electronic patient records

147

21

Do not know which risk score to use

103

12

Do not include all risk factors

92

9

Lack of link to clinical actions

63

6

Do not add to my clinical judgement

42

3

Encourage over-treatment

34

4

Encourage under-treatment

11

1

Other

8

1

Undermine my professionalism

4

1

Enablers

  

Ensure good treatment decisions

133

16

Integration with electronic patient records

131

22

Quick to use

126

17

Strong link to clinical action

109

12

Add value to clinical judgement

93

12

Provides justification for clinical decisions

82

9

Easy to use

80

9

Transparency of the methods behind the risk score

32

2

Motivate patient to make lifestyle changes

27

1

Well incentivised

9

1

Other

0

0

  1. Key – QOF Quality and Outcomes Framework