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Table 1 Summary of Markov Model parameters included in the base-case and one-way deterministic sensitivity analyses

From: The cost-effectiveness of as-needed budesonide-formoterol versus low-dose inhaled corticosteroid maintenance therapy in patients with mild asthma in Canada

 

Base-case

Value in DSA, lower/upper

PSA distribution used (justification)

Source

Baseline characteristics

 Age at start, mean

41.0 years

32.8/49.2 years

Gamma (Likely skewed nature of age, and its constraint to positive values)

SYGMA 2 [19]

Annual severe exacerbation rate

 As-needed budesonide-formoterol (95% CI)

0.11 (0.10–0.13)

0.088/0.132

Beta (α = 88.89, β = 719.20)

SYGMA 2 [19]

 Low-dose maintenance ICS + as-needed SABA (95% CI)

0.12 (0.10–0.14)

0.096/0.144

Beta (α = 87.88, β = 644.45)

Distribution of patients by severe exacerbation health states

 As-needed budesonide-formoterol

    

  SCS

81.9%

 

Dirichlet (The percentages across severe exacerbation management states must sum to 100%)

 

  ED + SCS

10.2%

 

SYGMA 2 [19]

  Inpatient hospitalization

7.9%

  

 Low-dose maintenance ICS + as-needed SABA

   

  SCS

78.4%

  

  ED + SCS

15.2%

  

  Inpatient hospitalization

6.4%

  

Annual moderate exacerbation rate

 As-needed budesonide-formoterol

Not included

0.07

N/A

SYGMA 1 [18]

 Low-dose maintenance ICS + as-needed SABA

Not included

0.06

 

Annual rate of withdrawal

 As-needed budesonide-formoterol

Not included

SYGMA 1: 0.8%, SYGMA 2: 0.7%

Dirichlet (The percentages across severe exacerbation management states must sum to 100%)

SYGMA 1 [18], SYGMA 2 [19]

 Low-dose maintenance ICS + as-needed SABA

Not included

SYGMA 1: 1.2%, SYGMA 2: 1.1%

  

Annual proportion of adverse events

 As-needed budesonide-formoterol vs low-dose maintenance ICS + as-needed SABA

N/A

 

SYGMA 2 [19]

  Viral URTI

7.4% vs. 8.0%

 

Beta (α = 95.53, β = 1157.83) vs. (α = 91.92, β = 1057.08)

  URTI

3.9% vs. 4.3%

 

Beta (α = 96.06, β = 2367.04) vs. (α = 95.66, β = 2128.92)

  Bronchitis

3.1% vs. 3.7%

 

Beta (α = 96.87, β = 3027.94) vs. (α = 96.26, β = 2505.44)

  Pharyngitis

2.4% vs. 3.0%

 

Beta (α = 97.58, β = 3968.09) vs. (α = 96.97, β = 3135.36)

  Headache

2.5% vs. 2.4%

 

Beta (α = 97.48, β = 3801.53) vs. (α = 97.58, β = 3968.09)

  Allergic rhinitis

2.4% vs. 2.1%

 

Beta (α = 97.58, β = 3968.09) vs. (α = 97.88, β = 4563.03)

  Influenza

1.6% vs. 2.1%

 

Beta (α = 98.38, β = 6050.62) vs. (α = 97.88, β = 4563.03)

Medication, inhalations/day

 As-needed budesonide-formoterol

0.52

N/A

Gamma (α = 100, β = 0.0052)

SYGMA 2 [19]

 Low-dose ICS

2.00

1.60/2.40

Gamma (α = 100, β = 0.02)

Fluticasone PI [54]

 As-needed SABA when combined with low-dose ICS

0.49

N/A

Gamma (α = 100, β = 0.0049)

SYGMA 2 [19]

Direct medical costs

 Severe exacerbation, per eventa

  

Gamma (Likely skewed nature of healthcare costs, and their constraint to positive values)

SYGMA 2 [19]

  SCS

$155.14

$124.11/$186.16

  ED + SCS

$490.81

$392.64/$588.97

  Inpatient hospitalization

$9399.94

$7519.95/$11,279.92

 Non-exacerbation health state (weekly)

$38.40

$30.72/$46.08

 Adverse events

  

 Viral URTI

$7909.00

  

 URTI

$7909.00

  

 Bronchitis

$157.00

  

 Pharyngitis

$157.00

  

 Headache

$157.00

  

 Allergic rhinitis

$157.00

  

 Influenza

$6038.00

  

Drug acquisition costs, per day

 As-needed budesonide-formoterol

$0.39

N/A

Fixedb

SYGMA 2 [19]

 Low-dose maintenance ICS

$0.72

N/A

 As-needed SABA for patients on low-dose maintenance ICS

$0.01

N/A

Utility inputs for health statesc

 Utility of non-exacerbation

0.867

0.694/1.000

Beta (α = 12.43, β = 1.91)

SYGMA 2 (EQ-5D) [19]

 Disutility of severe exacerbation

  SCS

− 0.10

− 0.08/− 0.12

− Betad (α = 110.1, β = 1211.1)

Lloyd 2006[44]

  ED + SCS

− 0.15

− 0.12/− 0.18

− Beta (α = 115.15, β = 882.8)

Assumption

  Inpatient hospitalization

− 0.20

− 0.16/− 0.24

− Beta (α = 120.2, β = 721.2)

Lloyd 2006[44]

 Disutility of moderate exacerbation

Not included

− 0.04/− 0.06

− Beta (α = 105.05, β = 2206.05)

Assumptione

Discount ratef

1.5%

0.0%/3.0%

N/A

 
  1. CI, confidence interval; DSA, deterministic sensitivity analysis; ED, emergency department; EQ-5D, EuroQoL-5 dimension, ICS, inhaled corticosteroid; PSA, probabilistic sensitivity analysis; PI, prescribing information; N/A, not applicable; SABA, short-acting β2-agonist; SCS, systemic corticosteroid; URTI, upper respiratory tract infection
  2. aDerivation of severe exacerbation event costs is described in Additional file 1: Table S2. The weekly cost of the non-exacerbation health state was added to the severe exacerbation health state costs
  3. bDrug acquisition costs were assumed to be known and fixed
  4. cDisutility values for adverse events were assumed to only affect patients within the non-exacerbation health state to avoid double counting
  5. dDisutility values were sampled from beta and then the negative value was taken
  6. eThe utility value for moderate exacerbations was assumed to be half of a severe exacerbation requiring SCS only (i.e., − 0.05)
  7. fFor both costs and outcomes