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Table 4 Data sources from 35 studies for the six domains of evidence ranked by six levels of hierarchies of evidence by the number of sources, ranked evidence level (high, medium, low), and proportion of all sources at that evidence level (%)

From: Economic evaluations of non-communicable diseases conducted in Sub-Saharan Africa: a critical review of data sources

Data domain

Rank

Source (n)

Evidence Level

Level %

Epidemiology

    

Case series or analysis of reliable administrative databases specifically conducted for the study covering patients solely from the jurisdiction of interest

1

9

High

80

Recent case series or analysis of reliable administrative databases covering patients solely from the jurisdiction of interest

2

32

Recent case series or analysis of reliable administrative databases covering patients solely from another jurisdiction

3

8

Medium

16

Old case series or analysis of reliable administrative databases. Estimates from RCTs

4

0

Low

4

Estimates from previously published economic analyses: unsourced

5

1

Expert opinion

6

1

Total (34 studies)

 

51

Effectiveness

    

Meta-analysis of RCTs with direct comparison between comparator therapies, measuring final outcomes

1 + a

30

High

85

Single RCT with direct comparison between comparator therapies, measuring final outcomes

1

18

Meta-analysis of RCTs with direct comparison between comparator therapies, measuring surrogate* outcomes Meta-analysis of placebo-controlled RCTs with similar trial populations, measuring the final outcomes for each individual therapy

2 + a

7

Single RCT with direct comparison between comparator therapies, measuring the surrogate* outcomes Single placebo-controlled RCTs with similar trial populations, measuring the final outcomes for each individual therapy

2

12

Meta-analysis of placebo-controlled RCTs with similar trial populations, measuring the surrogate* outcomes

3 + a

3

Medium

4

Single placebo-controlled RCTs with similar trial populations, measuring the surrogate* outcomes for each individual therapy

3

0

Case control or cohort studies

4

5

Low

11

Non-analytic studies, for example, case reports, case series

5

4

Expert opinion

6

0

Total (35 studies)

 

79

  

Resources & service use

    

Prospective data collection or analysis of reliable administrative data for specific study

1

9

High

74

Recently published results of prospective data collection or recent analysis of reliable administrative data – same jurisdiction

2

30

Unsourced data from previous economic evaluations – same jurisdiction

3

1

Medium

2

Expert opinion

4

3

Low

25

Recently published results of prospective data collection or recent analysis of reliable administrative data – different jurisdiction

5

10

Unsourced data from previous economic evaluation – different jurisdiction

6

0

Total (35 studies)

 

53

  

Costs

    

Cost calculations based on reliable databases or data sources conducted for specific study – same jurisdiction

1

18

High

78

Recently published cost calculations based on reliable databases or data source – same jurisdiction

2

45

Unsourced data from previous economic evaluation – same jurisdiction

3

2

Medium

2

Expert opinion

4

5

Low

20

Recently published cost calculations based on reliable databases or data sources – different jurisdiction

5

11

Unsourced data from previous economic evaluation – different jurisdiction

6

0

Total (35 studies)

 

81

  

Outcome (Utility)

    

Direct utility assessment for the specific study from a sample either: (a) of the general population; (b) with knowledge of the disease(s) of interest; (c) of patients with the disease(s) of interest Indirect utility assessment from specific study from patient sample with disease(s) of interest, using a tool validated for the patient population

1

8

High

43

Indirect utility assessment from a patient sample with disease(s) of interest, using a tool not validated for the patient population

2

 

Direct utility assessment from a previous study from a sample either: (a) of the general population; (b) with knowledge of the disease(s) of interest; (c) of patients with the disease(s) of interest Indirect utility assessment from previous study from patient sample with disease(s) of interest, using a tool validated for the patient population

3

5

Medium

57

Unsourced utility data from previous study – method of elicitation unknown

4

17

Low

0

Patient preference values obtained from a visual analogue scale

5

0

Delphi panels, expert opinion

6

0

Total (24 studies)

 

30

  

Equity

    

Case series or analysis of reliable administrative databases specifically conducted for the study covering patients solely from the jurisdiction of interest

1

0

High

67

Recent case series or analysis of reliable administrative databases covering patients solely from the jurisdiction of interest

2

10

Recent case series or analysis of reliable administrative databases covering patients solely from another jurisdiction

3

4

Medium

27

Old case series or analysis of reliable administrative databases. Estimates from RCTs

4

1

 Low

7

Estimates from previously published economic analyses: unsourced

5

0

Expert opinion

6

0

Total (12 studies)

 

15

  
  1. a For ranking of effectiveness, there may be two levels within a rank to distinguish between evidence from a meta-analysis of trials (denoted by +) and a single trial
  2. * Surrogate outcome is an endpoint measured in lieu of some other so-called true endpoint [16]