|Year : 2020 | Volume
| Issue : 1 | Page : 57
Model-based cost-effectiveness analysis of atorvastatin drugs for prevention of cardiovascular diseases in Iran
Alireza Jabbari1, Abdosaleh Jafari2, Marziye Hadian3, Mohammad Ghasemi4
1 Health Management and Economics Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
2 Health Human Resources Research Center, School of Management and Medical Information Sciences, Shiraz University of Medical Sciences, Shiraz, Iran
3 Student Research Committee, Isfahan University of Medical Sciences, Isfahan, Iran
4 Member of Social Determinant of Health Center, Birjand University of Medical Sciences, Birjand, Iran
|Date of Submission||29-Dec-2018|
|Date of Acceptance||20-Feb-2020|
|Date of Web Publication||19-May-2020|
Student Research Committee, Isfahan University of Medical Sciences, Isfahan
Source of Support: None, Conflict of Interest: None
Background: Today, cardiovascular disease is one of the main causes of mortality and disability in most developed and developing countries. The prediction of the major causes of deaths all over the world at all ages shows that 61% of deaths are due to chronic diseases, of which 30% is due to cardiovascular disease. The aim of this study was to assess the cost-utility analysis of atorvastatin for the prevention of cardiovascular diseases using the Markov model. Methods: Markov model with a lifetime horizon was developed to evaluate economic and health outcomes for atorvastatin drugs for the prevention of cardiovascular diseases for a cohort of 1,000 patients. The effectiveness indicator in this study was quality-adjusted life-years (QALYs); robustness of results was examined by one-way and probabilistic sensitivity analysis. Results: The results showed that the use of atorvastatin compared to no drug intervention was highly cost-effective with USD173 per additional QALY. The results of one-way and probabilistic sensitivity analysis confirmed the results of this study. The findings of this study also showed that the highest cost items were hospitalization costs in the cardiac care unit (CCU). Also, the highest cost items in para-clinical services were related to echocardiography costs, and troponin constituted the largest cost of laboratory tests.Conclusions: Based on the results of this study, it is recommended that cardiologists use atorvastatin in the prevention of cardiovascular disease.
Keywords: Atorvastatin, Markov model, cardiovascular diseases, cost-benefit analysis
|How to cite this article:|
Jabbari A, Jafari A, Hadian M, Ghasemi M. Model-based cost-effectiveness analysis of atorvastatin drugs for prevention of cardiovascular diseases in Iran. Int J Prev Med 2020;11:57
|How to cite this URL:|
Jabbari A, Jafari A, Hadian M, Ghasemi M. Model-based cost-effectiveness analysis of atorvastatin drugs for prevention of cardiovascular diseases in Iran. Int J Prev Med [serial online] 2020 [cited 2020 Jul 5];11:57. Available from: http://www.ijpvmjournal.net/text.asp?2020/11/1/57/284601
| Introduction|| |
Cardiovascular disease is a major cause of death in most developed and developing countries. An estimation report on the most common causes of death throughout the globe, including all age groups, showed that 61% of death cases were due to chronic diseases, of which 30% were a result of cardiovascular diseases. Also, chronic diseases contribute to 48% of the burden of diseases, 10% of which are due to cardiovascular diseases. In our country, cardiovascular diseases account for 79% of the death of chronic diseases., Preventive measures for cardiovascular diseases are applied at various levels. Interventions and preventive procedures can decrease the occurrence of cardiovascular diseases and brain strokes by approximately 20–30% along with a similar decrease in mortality rate and an increase in quality of life. In addition to preventive interventions, a drug intervention can also be applied as a means of decreasing complications of cardiovascular diseases. One of the most significant preventive drug interventions for the cardiovascular disease includes the use of statin drugs. Statins are most Wcommonly prescribed as a class of drugs for reducing blood cholesterol. Statins block the liver's pathways for producing cholesterol, depleting the liver cells of any cholesterol, and finally allowing the liver to extract the cholesterol from the blood. Statins also aid the recapture of cholesterol from sediments in the artery wall, thus, eradicating coronary artery diseases.,, Statins can be defined as a class of cholesterol-lowering agents mainly used in the prevention of cardiovascular diseases resulting from increased blood lipids. Statins work by inhibition of the HMG-CoA reductase enzyme. Various members of the drug class of statins are available in drug markets throughout the world, the most common type of which include atorvastatin, fluvastatin, lovastatin, pravastatin, and simvastatin., One member of the statin class of medication with the highest impact in decreasing low-density lipoprotein (LDL) cholesterol and the lowest drug intervention is atorvastatin., Atorvastatin is primarily used in treating high blood cholesterol and decreasing the risk of brain strokes, heart attacks or cardiac complications in type-2 diabetic patients, heart diseases, and other risk factors. Presently, atorvastatin is available in the form of 10, 20, and 40 mg tablets.,,, It is worth noting that despite the production of this drug in Iran, no economic studies have been conducted on the cost-effectiveness no cost-utility of this drug in Iran. This study aimed to assess the cost-utility of atorvastatin in preventing cardiovascular diseases using the Markov model.
| Methods|| |
We developed a five-state Markov model that is identical in structure for both alternatives. The study population included 1,000 hypothetical cohorts above 45 years of age. Individuals were distributed into various Markov states according to probability transition (the probability of a patient transferring between Markov states) for a period of 1 year. Markov states included healthy, myocardial infarction (MI) during the first year, MI during years after the first year, fatal MI, non-MI death [Table 1]. Based on [Figure 1], individuals with perfect health may either remain healthy or enter different states including nonfatal MI, fatal MI, or non-MI death. Also, patients who have previously experienced nonfatal MI can experience fatal MI or non-MI death. The probability transition of post-MI to other states is similar to nonfatal MI. The competitor option for this study was selected as no intervention and quality-adjusted life-year (QALY) was used as an effectiveness index. The QALY measure is calculated according to the utility value of each Markov state, which is extracted from other studies. The time horizon of the study was chosen as a lifetime. Given that the time horizon was more than 1 year, the cost and QALYs were discounted with an annual rate of 7.2% and 3%, respectively. Required information included data on costs, utility, relative risks, probability transition,, and mortality rate of cardiovascular diseases and other causes of death., This study was performed from the patient's perspective. Direct medical costs including costs of drugs, laboratory tests, appointments, hospitalization, and para-clinical services were extracted from domestic studies and entered into the proposed Markov model. The proposed Markov model was illustrated using the TREE AGE PRO 2011 software. Incremental cost-effectiveness was later calculated by dividing the difference of cost to difference of effectiveness. One-way sensitivity analysis and probabilistic analysis performed to increase the robustness of results.
| Results|| |
[Table 2], indicated that the cardiac care unit (CCU) hospitalization fee had the highest cost among all cost items. Also, echocardiography and troponin test had the highest costs among para-clinical services and laboratory tests, respectively. Streptokinase was the most expensive drug item. The results of [Table 3] indicated that mean QALYs and costs were estimated to be USD 227 and 17 for atorvastatin and USD 154 and 16 for no action, respectively. Based on [Figure 2], the cost and effectiveness of atorvastatin are higher compared to no intervention. For decision-making, the incremental cost-effectiveness ratio (ICER) must be calculated and compared with the threshold value. Calculation of ICER is shown as follows:
|Figure 2: Cost-utility analysis of atorvastatin compared to non-intervention|
Click here to view
Incremental cost-effectiveness ratio [INSIGE:1]
The threshold was calculated based on the WHO method (three times of GDP per capita, USD 5627). Given that ICER was lower than the threshold; atorvastatin was cost-effective compared to no intervention.
Uncertainty is an inevitable factor in all economic assessments, therefore, this study assessed stability and generalization of results using sensitivity analysis. In the one-way sensitivity analysis, the value of each variable increased by 20% and the tornado diagram was drawn [Figure 3]. The results of tornado maps [Figure 3] indicated that the study results had the highest sensitivity towards an increase in QALY value for no-intervention and the lowest sensitivity toward increased costs in no-intervention. [Figure 4] showed the results of the probabilistic sensitivity analysis using Monte Carlo simulation with 1,000 samples as input and a normal distribution for cost and QALY along with beta distribution for probabilities. The results showed that atorvastatin was more cost-effective than no intervention with maximum willingness to pay (threshold= 3* USD5627).
|Figure 4: Probabilistic sensitivity analysis of using atorvastatin compared to no-intervention|
Click here to view
| Discussion|| |
Economic assessments play a significant role in the optimal allocation of resources and accurate medical decision-making procedures within the health system. This study examined the cost-utility of atorvastatin in preventing cardiovascular diseases in Iran using the Markov Model. This is the first instance of such a study and the results indicated that atorvastatin, is more cost-effective in comparison with no intervention. Results were further verified by one-way and probabilistic sensitivity analysis. Study results also indicated the cost of hospitalization in CCU, constituted the highest cost among various items. The highest costs of para-clinical services and laboratory tests were from echocardiography and troponin tests, respectively. Streptokinase was also indicated as the most expensive drug among other drug items. Results of a study by Palmer et al. on the cost-effectiveness of atorvastatin in England showed that atorvastatin had a lower cost and higher effectiveness compared to fluvastatin. The results of this study were consistent with those obtained by Palmer et al.
Research by Heirich et al. in England showed that atorvastatin in 20 and 40 mg dosages were more cost-effective than rosuvastatin, pravastatin, and simvastatin. The results of the present study were also consistent with those obtained by Heircih et al. Another study by Casta et al. in England showed that atorvastatin was more cost-effective compared to rosuvastatin. The results of sensitivity analysis also indicated that this drug has a higher cost-effectiveness ratio for every clinical effectiveness unit for a wide spectrum of monetary values compared to other members of the statins class of medication. Since atorvastatin is readily available and used for treating cardiovascular diseases in most hospitals in Iran, the results of this study can be generalized to other Iranian hospitals. However, considering the differences in cost coverage offered by insurance companies, the patients' willingness to pay, and the prevalence of cardiovascular diseases for different countries, the results of this study cannot be generalized to other countries.
This study was supported by Vice Chancellor for Research and Technology, Isfahan, Iran (Grant Number 196201).
Financial support and sponsorship
This study was supported by Vice Chancellor for Research and Technology, Isfahan, Iran.
Conflicts of interest
There are no conflicts of interest.
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[Figure 1], [Figure 2], [Figure 3], [Figure 4]
[Table 1], [Table 2], [Table 3]