Skip to main content

Table 2 Input Parameters for Asthma Medication Model

From: A simulation model approach to analysis of the business case for eliminating health care disparities

 

Base Model Parameter

Range Used in Sensitivity Analysis

Source(s)

State Transition Probabilities

   

Probability of Asthma Medication Use

80%

70% (90%)

[37, 95, 96, 99]

Probability of Exacerbation not requiring ER visit or Admission

With Medication = 0.27

W/O Medication = 0.53

Same as 80%

[32, 95, 98]

Probability of Exacerbation Requiring ER Visit, not Admission

With Medication = 0.0382

W/O Medication = 0.0756

Same as 80%

[95, 98, 102–104]

Probability of Exacerbation Requiring Admission

With Medication = 0.0035

W/O Medication = 0.0069

Same as 80%

[49, 101]

Probability of Medication use Following Exacerbation

With Medication

- no ER visit or Admission = 0.96

- ER visit, no Admission = 0.99

- Admission = 0.99

With Medication

- no ER visit or Admission = 0.97 (0.99)

- ER visit, no Admission = 0.99 (0.99)

- Admission = 0.99 (0.99)

Authors' values, constrained by requirement that overall medication use be constant over entire simulation

 

W/O Medication

- no ER visit or Admission = 0.25

- ER visit, no Admission = 0.30

- Admission = 0.30

W/O Medication

- no ER visit or Admission = 0.15 (0.4)

- ER visit, no Admission = 0.25 (0.45)

- Admission = 0.25 (0.45)

 

Probability of Medication Use Following Month of No Exacerbation

With Medication = 0.96

W/O Medication = 0.01

With Medication = 0.95 (0.965)

W/O Medication = 0.01

Authors' values, constrained by requirement that overall medication use be constant over entire simulation

Probability of Death from Other Causes

0.0001

Same as 80%

 

State Values

   

Utility of Month without Exacerbation

With Medication = 0.0748

W/O Medication = 0.0756

 

[49]

Utility of Exacerbation not requiring ER visit or Admission

With Medication = 0.0706

W/O Medication = 0.0712

 

[49]

Utility of Exacerbation requiring ER visit, no Admission

With Medication = 0.0698

W/O Medication = 0.0704

 

[49]

Utility of Exacerbation requiring Admission

With Medication = 0.0649

W/O Medication = 0.0654

 

[49]

Days Missed per month from Work or School from Exacerbation not requiring ER visit or Admission

3 days

 

[95, 98]

Days Missed from Work or School from Exacerbation requiring ER visit, no Admission

4 days

 

[95, 98]

Days Missed from Work or School from Exacerbation requiring Admission

7 days

 

[33, 98]

Cost of Doctor Office Visit for Exacerbation

$155.44

 

[105], authors' calculation

Cost of ER Visit

$1,080.00

 

[105], authors' calculation

Cost of Admission

$13,512.00

 

[105], authors' calculation

Cost of Monthly Asthma Medications

$112.00

 

[50]

Hourly Wage for Time Missed from Work

$21.31

 

Department of Labor, May 2007 [46]