| Literature DB >> 31412857 |
Oktavia Lilyasari1, Yusuf Subekti2, Nur Atika2, Lucia Kris Dinarti3, Septiara Putri4, Cicih Opitasari5, Anggita Bunga Anggraini5, Thanaporn Bussabawalai6, Yot Teerawattananon7.
Abstract
BACKGROUND: This study aims to assess the cost-effectiveness and budget impact of adopting sildenafil to the benefits package for the indication of pulmonary arterial hypertension (PAH), compared to beraprost.Entities:
Keywords: Beraprost; Economic evaluation; Indonesia; PAH; Pulmonary arterial hypertension; Sildenafil
Mesh:
Substances:
Year: 2019 PMID: 31412857 PMCID: PMC6694473 DOI: 10.1186/s12913-019-4422-5
Source DB: PubMed Journal: BMC Health Serv Res ISSN: 1472-6963 Impact factor: 2.655
Fig. 1Diagram of the Markov model [12]
Parameters used in the model
| Parameters | Distribution | Mean | SE | References |
|---|---|---|---|---|
| Probability of switching FC in a patient receiving standard treatment (per 3 months) | ||||
| FC I to FC II | Beta | 0.127 | 0.044 | [ |
| FC II to FC I | Beta | 0.125 | 0.033 | |
| FC II to FC III | Beta | 0.127 | 0.044 | |
| FC III to FC II | Beta | 0.125 | 0.033 | |
| FC III to FC IV | Beta | 0.094 | 0.029 | |
| FC IV to FC III | Beta | 0.025 | 0.023 | |
| Probability of death of PAH patient (standard treatment or pulmonary selective drug) | ||||
| Probability of death in FC I | Beta | 0.002 | 0.009 | [ |
| Probability of death in FC II | Beta | 0.013 | 0.009 | |
| Probability of death in FC III | Beta | 0.016 | 0.011 | |
| Probability of death in FC IV | Beta | 0.240 | 0.065 | |
| Relative risk (RR) of switching FC (compared with standard treatment) | ||||
| Sildenafil (FC worsening)a | Beta | 0.43 | 0.380 | [ |
| Sildenafil (FC improvement)b | Beta | 4.23 | 2.043 | [ |
| Beraprost (FC worsening)a | Beta | 0.10 | 0.199 | [ |
| Beraprost (FC improvement)b | Beta | 0.93 | 0.612 | |
| Direct medical cost (excluding pulmonary selective drug cost) | ||||
| Number of hospital admissions in FC I (per 3 months) | Gamma | 0.24 | 0.03 | Patient interviews using questionnaire |
| Number of hospital admissions in FC II (per 3 months) | Gamma | 0.33 | 0.13 | |
| Number of hospital admissions in FC III (per 3 months) | Gamma | 0.20 | 0.07 | |
| Number of hospital admissions in FC IV (per 3 months) | Gamma | 0.50 | 0.50 | |
| Number of outpatient visits in FC I (per 3 months) | Gamma | 5.89 | 0.48 | |
| Number of outpatient visits in FC II (per 3 months) | Gamma | 4.89 | 0.47 | |
| Number of outpatient visits in FC III (per 3 months) | Gamma | 3.00 | 0.47 | |
| Cost of hospital admission (per admission) | Gamma | 808 | 143 | Hospital billing |
| Cost of outpatient visit (per visit) | Gamma | 21 | 2 | |
| Total direct medical cost of patient in FC I (USD per 3 months) | – | 317 | – | Patient interviews and hospital billing |
| Total direct medical cost of patient in FC II (USD per 3 months) | – | 368 | – | |
| Total direct medical cost of patient in FC III (USD per 3 months) | – | 224 | – | |
| Total direct medical cost of patient in FC IV (USD per 3 months) | – | 404 | – | |
| Cost of pulmonary selective drug (USD per 3 months) | ||||
| Cost of beraprost (originator price) | – | 88 | – | Hospital billing |
| Cost of sildenafil (generic price) | – | 92 | – | |
| Direct nonmedical cost (USD per 3 months) | ||||
| Direct nonmedical cost in FC I | Gamma | 136 | 27 | Patient interviews using questionnaire |
| Direct nonmedical cost in FC II | Gamma | 110 | 24 | |
| Direct nonmedical cost in FC III | Gamma | 158 | 64 | |
| Direct nonmedical cost in FC IV | Gamma | 364 | 364 | |
| Utility | ||||
| Utility of FC I | Beta | 0.74 | 0.04 | Patient interviews using questionnaire |
| Utility of FC II | Beta | 0.71 | 0.04 | |
| Utility of FC III | Beta | 0.56 | 0.03 | |
| Utility of FC IV | Beta | 0.51 | 0.04 | |
aFC worsening means transitions from one FC to higher FC e.g. from FC II to FC III
bFC improvement means transitions from one FC to lower FC e.g. from FC III to FC II
USD 1 = IDR 13,830
Details and sources of primary data collection
| Parameters | Components | Sources of data | Number of patients |
|---|---|---|---|
| Direct medical cost | Number of hospital admissions/outpatient visits | Patient interviews | 48 (FC I = 18, FC II = 19, FC III = 10, FC IV = 1) |
| Hospital admission and outpatient visit costs e.g. other drug cost, laboratory services, etc. | Hospital billing | ||
| Cost of pulmonary selective drugs | Cost of sildenafil and beraprost | Hospital billing | |
| Direct non-medical cost | Travel, consumption, accommodation expenses, opportunity cost of caregivers, cost of daily supportive devices | Patient interviews | |
| Utility | – | Patient interviews |
Total lifetime cost, life years, and QALYs for PAH patients in FC II and FC III receiving sildenafil and beraprost
| FC II | FC III | ||||
|---|---|---|---|---|---|
| beraprost | sildenafil | beraprost | sildenafil | ||
| Total lifetime cost (USD) | 35,863 | 37,632 | 30,807 | 35,059 | |
| Life Years | |||||
| No discount | 26.75 | 27.91 | 23.03 | 25.99 | |
| Discount | 16.23 | 16.94 | 14.10 | 15.80 | |
| QALYs | |||||
| No discount | 19.66 | 20.56 | 16.64 | 19.09 | |
| Discount | 11.90 | 12.47 | 10.08 | 11.58 | |
Incremental cost-effectiveness ratio per QALY gained
| FC II | FC III | |
|---|---|---|
| sildenafil vs beraprost | sildenafil vs beraprost | |
| Incremental Cost (USD) | 1769 | 4252 |
| Incremental QALYs | 0.57 | 1.50 |
| ICER per QALY gained (USD) | 3098 | 2827 |
Fig. 2Cost-effectiveness acceptability curve for PAH patients in FC II receiving sildenafil and beraprost
Fig. 3Cost-effectiveness acceptability curve for PAH patients in FC III receiving sildenafil and beraprost
Budget impact for PAH patients in FC II and FC III receiving beraprost and sildenafila
| Year | FC II | FC III | ||
|---|---|---|---|---|
| beraprost | sildenafil | beraprost | sildenafil | |
| 1 | 8.6 | 8.4 | 6.6 | 7.5 |
| 2 | 7.0 | 6.9 | 5.9 | 6.5 |
| 3 | 7.1 | 7.3 | 6.2 | 6.8 |
| 4 | 7.4 | 7.7 | 6.4 | 7.1 |
| 5 | 7.7 | 8.0 | 6.6 | 7.4 |
| Total | 37.8 | 38.2 | 31.8 | 35.4 |
aAll costs presented in million USD