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Adhikari K, Kamal KM, Jeun KJ, Nolfi DA, Ashraf MN, Zacker C. Real-World Effectiveness, Economic, and Humanistic Outcomes of Selected Oral Antipsychotics in Patients with Schizophrenia: A Systematic Review Evaluating Global Evidence. CLINICOECONOMICS AND OUTCOMES RESEARCH 2024; 16:621-645. [PMID: 39257455 PMCID: PMC11385900 DOI: 10.2147/ceor.s469024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2024] [Accepted: 08/03/2024] [Indexed: 09/12/2024] Open
Abstract
Background Schizophrenia is a complex, chronic mental health disorder that confers a substantial disease burden globally. Oral antipsychotic treatments (OATs) are the mainstay for treating early and advanced stages of schizophrenia. Our systematic review aimed to synthesize literature describing real-world effectiveness, economic, and humanistic outcomes of OATs (asenapine, brexpiprazole, cariprazine, iloperidone, lumateperone, lurasidone, olanzapine/samidorphan, paliperidone, and quetiapine) for successful management of the disease. Methods PubMed, American Psychological Association PsycINFO (EBSCOhost), and Cumulative Index of Nursing and Allied Health Literature were searched according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines. Studies reporting real-world effectiveness, costs, humanistic, behavioral (eg, interpersonal relations, suicide ideation), medication adherence, and product-switching outcomes for selected OATs published in English from January 2010 to March 2022 were identified and evaluated qualitatively. Results We included 48 studies with different designs providing extensive evidence on schizophrenia. All studies were conducted in countries outside of the United States. In most studies, antipsychotic medications were more effective than placebo, suggesting their value in the management of schizophrenia. Sixteen studies measured the economic outcomes of OATs. Eight studies assessed humanistic outcomes, while one reported behavioral outcomes in three second-generation antipsychotics. Medication adherence was described in two studies, while five studies evaluated product switching. Non-adherence was commonly reported for OATs. Medication non-adherence and treatment discontinuation were predominant factors contributing to the economic burden of schizophrenia. Conclusion Our research showcased a significant knowledge gap across OATs spanning the humanistic and behavioral outcomes and medication adherence and switching, suggesting a need for robust evidence generation to help clinicians and payers make informed decisions regarding treatment opportunities and cost-effective strategies for patients with schizophrenia.
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Affiliation(s)
- Keyuri Adhikari
- Department of Pharmaceutical Systems and Policy, West Virginia University School of Pharmacy, Morgantown, WV, USA
| | - Khalid M Kamal
- Department of Pharmaceutical Systems and Policy, West Virginia University School of Pharmacy, Morgantown, WV, USA
| | - Ki Jin Jeun
- Department of Pharmaceutical Systems and Policy, West Virginia University School of Pharmacy, Morgantown, WV, USA
| | - David A Nolfi
- Gumberg Library, Duquesne University, Pittsburgh, PA, USA
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Nowbath N, Abdelatif N, Lippi G. Comparing the medication costs of treating patients with schizophrenia who use cannabis with those who do not. S Afr J Psychiatr 2024; 30:2211. [PMID: 38726333 PMCID: PMC11079364 DOI: 10.4102/sajpsychiatry.v30i0.2211] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/18/2023] [Accepted: 02/19/2024] [Indexed: 05/12/2024] Open
Abstract
Background Cannabis use is more prevalent among people with schizophrenia than in the general population. This usage detrimentally impacts disease prognosis, contributing to escalated admissions, heightened severity of psychotic symptoms, and reduced medication response. The recent decriminalisation of cannabis in South Africa may lead to an upsurge in usage, consequently intensifying the strain on mental healthcare services. Aim This study aimed to compare the medication costs of patients with schizophrenia depending on cannabis use. Setting Weskoppies Hospital, Pretoria, South Africa, 2018-2019. Methods Data pertaining to medication expenses during the 2018-2019 period were acquired from the hospital pharmacy. Data were collected from 114 patient records to form two equal cohorts: one exposed to cannabis and the other non-exposed, as indicated by urine drug screens or admission of cannabis use. Medications prescribed from admission to time of being ready for discharge were recorded and corresponding costs were calculated. Results Patients who were exposed to cannabis had higher medication costs (R 516.47) than patients who were non-exposed (R 328.69) (p = 0.0519), over the whole admission period. Conclusion Cannabis exposure escalates the financial burden of treating schizophrenia at Weskoppies Hospital. This might be attributed to failure of cost-effective, first-line medications prompting the prescription of costlier, second-line alternatives or higher prescribed dosages. Contribution This study contributes to findings that it is more expensive to treat patients with schizophrenia who have relapsed, if they are using cannabis. This finding has future cost implications when budgeting for pharmacotherapeutic treatment.
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Affiliation(s)
- Nikhil Nowbath
- Department of Psychiatry, School of Medicine, Faculty of Health Sciences, University of Pretoria, Pretoria, South Africa
| | - Nada Abdelatif
- Department of Biostatistics Research Unit, South African Medical Research Council, Pretoria, South Africa
| | - Gian Lippi
- Department of Psychiatry, School of Medicine, Faculty of Health Sciences, University of Pretoria, Pretoria, South Africa
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Ma LY, Ou YN, Gao PY, Fu Y, Zhang DD, Yang L, Feng JF, Cheng W, Tan L, Yu JT. Associations between antipsychotics exposure and dementia risk: A prospective cohort study of 415,100 participants. J Affect Disord 2024; 349:201-209. [PMID: 38199419 DOI: 10.1016/j.jad.2024.01.029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/27/2023] [Revised: 12/04/2023] [Accepted: 01/03/2024] [Indexed: 01/12/2024]
Abstract
BACKGROUND Antipsychotics (APs) are among the most widely prescribed medications, and have been shown to cause cognitive decline. But previous studies on their effects on dementia risk are controversial and scarce. We aimed to examine the relationships of APs exposure with the risk of dementia. METHODS Data were obtained from a prospective cohort of 415,100 UK Biobank (UKB) participants. We investigated the effects of APs exposure and their various classes on dementia risk by using multivariable Cox proportional hazard models and further the dose-response effects of oral APs. RESULTS After a mean follow-up of 8.64 years, 5235 (1.3 %) participants developed all-cause dementia (ACD), among whom 2313 (0.6 %) developed Alzheimer's disease (AD), and 1213 (0.3 %) developed vascular dementia (VaD). Exposure to any APs conferred increased risks of ACD (HR: 1.33, 95 % CI = 1.17-1.51, P < 0.001) and VaD (HR: 1.90, 95 % CI = 1.51-2.40, P < 0.001), but not AD (HR: 1.22, 95 % CI = 1.00-1.48, P = 0.051). Cumulative dose-response relationships of oral APs with the risks of ACD and VaD were observed (P for trend, P < 0.05). LIMITATIONS Our study is observational and does not show evidence of causality. Since there are relatively few cases of dementia in the UKB, APs exposure may be higher than estimated in our study. CONCLUSIONS APs exposure increased the risk of developing dementia. Dose-response relationships were found between oral APs and dementia risk. Efforts to raise awareness of doctors and patients about this potential drug-related risk are critical to reducing APs use.
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Affiliation(s)
- Li-Yun Ma
- Department of Neurology, Qingdao Municipal Hospital, Qingdao University, Qingdao 266071, China
| | - Ya-Nan Ou
- Department of Neurology, Qingdao Municipal Hospital, Qingdao University, Qingdao 266071, China
| | - Pei-Yang Gao
- Department of Neurology, Qingdao Municipal Hospital, Qingdao University, Qingdao 266071, China
| | - Yan Fu
- Department of Neurology, Qingdao Municipal Hospital, Qingdao University, Qingdao 266071, China
| | - Dan-Dan Zhang
- Department of Neurology, Qingdao Municipal Hospital, Qingdao University, Qingdao 266071, China
| | - Liu Yang
- Department of Neurology and Institute of Neurology, Huashan Hospital, State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Shanghai Medical College, Fudan University, National Center for Neurological Disorders, Shanghai 200040, China
| | - Jian-Feng Feng
- Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai 200433, China; Key Laboratory of Computational Neuroscience and Brain-Inspired Intelligence (Fudan University), Ministry of Education, Shanghai 200040, China; Fudan ISTBI-ZJNU Algorithm Centre for Brain-Inspired Intelligence, Zhejiang Normal University, Jinhua 321004, China; MOE Frontiers Center for Brain Science, Fudan University, Shanghai 200032, China; Zhangjiang Fudan International Innovation Center, Shanghai 200433, China
| | - Wei Cheng
- Department of Neurology and Institute of Neurology, Huashan Hospital, State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Shanghai Medical College, Fudan University, National Center for Neurological Disorders, Shanghai 200040, China; Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai 200433, China; Key Laboratory of Computational Neuroscience and Brain-Inspired Intelligence (Fudan University), Ministry of Education, Shanghai 200040, China; Fudan ISTBI-ZJNU Algorithm Centre for Brain-Inspired Intelligence, Zhejiang Normal University, Jinhua 321004, China
| | - Lan Tan
- Department of Neurology, Qingdao Municipal Hospital, Qingdao University, Qingdao 266071, China.
| | - Jin-Tai Yu
- Department of Neurology and Institute of Neurology, Huashan Hospital, State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Shanghai Medical College, Fudan University, National Center for Neurological Disorders, Shanghai 200040, China.
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Fulone I, Silva MT, Lopes LC. Use of atypical antipsychotics in the treatment of schizophrenia in the Brazilian National Health System: a cohort study, 2008-2017. EPIDEMIOLOGIA E SERVIÇOS DE SAÚDE 2023; 32:e2022556. [PMID: 36946832 PMCID: PMC10072313 DOI: 10.1590/s2237-96222023000300015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2022] [Accepted: 01/11/2023] [Indexed: 03/23/2023] Open
Abstract
OBJECTIVE to investigate sociodemographic and clinical characteristics of users of atypical antipsychotics receiving care via the Specialized Component of Pharmaceutical Assistance (Componente Especializado da Assistência Farmacêutica - CEAF), for the treatment of schizophrenia in Brazil, between 2008 and 2017. METHODS this was a retrospective cohort study using records of the authorizations for high complexity procedures retrieved from the Outpatient Information System of the Brazilian National Health System, from all Brazilian states. RESULTS of the 759,654 users, 50.5% were female, from the Southeast region (60.2%), diagnosed with paranoid schizophrenia (77.6%); it could be seen a higher prevalence of the use of risperidone (63.3%) among children/adolescents; olanzapine (34.0%) in adults; and quetiapine (47.4%) in older adults; about 40% of children/adolescents were in off-label use of antipsychotics according to age; adherence to CEAF was high (82%), and abandonment within six months was 24%. CONCLUSION the findings expand knowledge about the sociodemographic and clinical profile of users and highlight the practice of off-label use.
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Affiliation(s)
- Izabela Fulone
- Universidade de Sorocaba, Departamento de Pós-Graduação em Ciências Farmacêuticas, Sorocaba, SP, Brazil
| | - Marcus Tolentino Silva
- Universidade de Sorocaba, Departamento de Pós-Graduação em Ciências Farmacêuticas, Sorocaba, SP, Brazil
| | - Luciane Cruz Lopes
- Universidade de Sorocaba, Departamento de Pós-Graduação em Ciências Farmacêuticas, Sorocaba, SP, Brazil
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Kotzeva A, Mittal D, Desai S, Judge D, Samanta K. Socioeconomic burden of schizophrenia: a targeted literature review of types of costs and associated drivers across 10 countries. J Med Econ 2023; 26:70-83. [PMID: 36503357 DOI: 10.1080/13696998.2022.2157596] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
AIMS Schizophrenia has the highest median societal cost per patient of all mental disorders. This review summarizes the different costs/cost drivers (cost components) associated with schizophrenia in 10 countries, including all cost types and stakeholder perspectives, and highlights aspects of disease associated with greatest costs. MATERIALS AND METHODS Targeted literature review based on a search of published research from 2006 to 2021 in the United States (US), United Kingdom (UK), France, Germany, Italy, Spain, Canada, Japan, Brazil, and China. RESULTS Sixty-four published articles (primary studies and literature reviews) were included. Comprehensive data were available on costs in schizophrenia overall, with very limited data for individual countries except the US. Most data is related to direct and not indirect costs, with extremely scarce data for several key cost components (adverse events, suicide, long-term care). Total schizophrenia-related per person per year (PPPY) costs were $2,004-94,229, with considerable variability among countries. Indirect costs were the main cost driver (50-90% of all costs), ranging from $1,852 to $62,431 PPPY. However, indirect costs are not collected systematically or incorporated in health technology assessments. Total schizophrenia-related PPPY direct costs were $4,394-31,798, with inpatient cost as the main cost driver (∼20-99% of direct costs). Intangible costs were not reported. Despite limited evidence, total schizophrenia-related costs were higher in patients with than without negative symptoms, largely due to increased costs of medication and medical visits. LIMITATIONS As this was not a systematic review, prioritization of studies may have resulted in exclusion of potentially relevant data. All costs were converted to USD but not corrected for inflation or subjected to a gross domestic product deflator. CONCLUSIONS Direct costs are most commonly reported in schizophrenia. The substantial underreporting of indirect and intangible costs undervalues the true economic burden of schizophrenia from a payer, patient, and societal perspective.
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Hoefler R, Galvão TF, Ribeiro-Vaz I, Silva MT. Trends in Brazilian market of antidepressants: A five-year dataset analysis. Front Pharmacol 2022; 13:893891. [PMID: 36267285 PMCID: PMC9577407 DOI: 10.3389/fphar.2022.893891] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2022] [Accepted: 08/30/2022] [Indexed: 11/16/2022] Open
Abstract
Introduction: Depression is an emotional disorder associated with morbidities and disabilities worldwide. The growing use of antidepressants is a concern for health managers because there are still unanswered questions on the effectiveness and safety of these medicines. Drug sales have increased in Brazil in recent years, but investigations on antidepressants sales are not available. We aimed to describe the trends in the antidepressant commerce in Brazil in a five-year period. Materials and Methods: We performed an ecological study on antidepressant sales in Brazil, from November 2014 to October 2019, using data from IQVIA™, a data provider of pharmaceutical sales. Antidepressants were coded by the Anatomical Therapeutic Chemical classification system, and sales were presented in defined daily doses (DDDs) and DDDs per 1,000 inhabitants per day (DIDs). The results were expressed in absolute quantities and growth rates. Results: The analyzed dataset contained 23 active substances in 780 products. The total sales of antidepressants increased from 23.3 DIDs in November 2014 to 38.3 DIDs in October 2019 (p = 0.002). Selective serotonin reuptake inhibitors were the most sold category of drugs (+5.7 million DDDs) in the period. ‘Other’ antidepressants presented the largest growth rate (104.7%). Individually, the most sold active substance was escitalopram (+1.8 million DDDs), and vortioxetine had the largest growth rate (336.2%). Tricyclic sales remained unchanged, and monoamine oxidase inhibitors had low and even decreasing sales (−9.5%). Discussion: The total sales of antidepressants increased in Brazil from November 2014 to October 2019. The higher sale volumes of selective serotonin reuptake inhibitors and higher growth rate of ‘other’ antidepressants, with low sale volume of tricyclics and a decrease of monoamine oxidase inhibitors, suggest the replacement of older drugs by newer ones following a global trend. Therapeutic advances and commercial promotion efforts on new products might explain these findings.
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Affiliation(s)
- Rogério Hoefler
- Department of Community Medicine, Health Information and Decision, Faculty of Medicine, University of Porto, Porto, Portugal
- Federal Council of Pharmacy, Brasília, Brazil
- *Correspondence: Rogério Hoefler,
| | - Taís Freire Galvão
- Faculty of Pharmaceutical Sciences, University of Campinas, Campinas, Brazil
| | - Inês Ribeiro-Vaz
- Porto Pharmacovigilance Centre, Faculty of Medicine, University of Porto, Porto, Portugal
- Center for Health Technology and Services Research (CINTESIS), Faculty of Medicine, University of Porto, Porto, Portugal
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Simić K, Todorović N, Trifunović S, Miladinović Z, Gavrilović A, Jovanović S, Avramović N, Gođevac D, Vujisić L, Tešević V, Tasić L, Mandić B. NMR Metabolomics in Serum Fingerprinting of Schizophrenia Patients in a Serbian Cohort. Metabolites 2022; 12:707. [PMID: 36005580 PMCID: PMC9416612 DOI: 10.3390/metabo12080707] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2022] [Revised: 07/19/2022] [Accepted: 07/26/2022] [Indexed: 02/04/2023] Open
Abstract
Schizophrenia is a widespread mental disorder that leads to significant functional impairments and premature death. The state of the art indicates gaps in the understanding and diagnosis of this disease, but also the need for personalized and precise approaches to patients through customized medical treatment and reliable monitoring of treatment response. In order to fulfill existing gaps, the establishment of a universal set of disorder biomarkers is a necessary step. Metabolomic investigations of serum samples of Serbian patients with schizophrenia (51) and healthy controls (39), based on NMR analyses associated with chemometrics, led to the identification of 26 metabolites/biomarkers for this disorder. Principal component analysis (PCA) and orthogonal partial least squares discriminant analysis (OPLS-DA) models with prediction accuracies of 0.9718 and higher were accomplished during chemometric analysis. The established biomarker set includes aspartate/aspartic acid, lysine, 2-hydroxybutyric acid, and acylglycerols, which are identified for the first time in schizophrenia serum samples by NMR experiments. The other 22 identified metabolites in the Serbian samples are in accordance with the previously established NMR-based serum biomarker sets of Brazilian and/or Chinese patient samples. Thirteen metabolites (lactate/lactic acid, threonine, leucine, isoleucine, valine, glutamine, asparagine, alanine, gamma-aminobutyric acid, choline, glucose, glycine and tyrosine) that are common for three different ethnic and geographic origins (Serbia, Brazil and China) could be a good start point for the setup of a universal NMR serum biomarker set for schizophrenia.
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Affiliation(s)
- Katarina Simić
- Institute of Chemistry, Technology and Metallurgy, National Institute, University of Belgrade, Studentski trg 12-16, 11000 Belgrade, Serbia; (K.S.); (N.T.); (D.G.)
| | - Nina Todorović
- Institute of Chemistry, Technology and Metallurgy, National Institute, University of Belgrade, Studentski trg 12-16, 11000 Belgrade, Serbia; (K.S.); (N.T.); (D.G.)
| | - Snežana Trifunović
- University of Belgrade-Faculty of Chemistry, Studentski trg 12-16, 11000 Belgrade, Serbia; (S.T.); (L.V.); (V.T.)
| | - Zoran Miladinović
- Institute of General and Physical Chemistry, Studentski trg 12-16, 11158 Belgrade, Serbia;
| | - Aleksandra Gavrilović
- Special Hospital for Psychiatric Diseases “Kovin”, Cara Lazara 253, 26220 Kovin, Serbia; (A.G.); (S.J.)
| | - Silvana Jovanović
- Special Hospital for Psychiatric Diseases “Kovin”, Cara Lazara 253, 26220 Kovin, Serbia; (A.G.); (S.J.)
| | - Nataša Avramović
- Institute of Medical Chemistry, Faculty of Medicine, University of Belgrade, 11000 Belgrade, Serbia;
| | - Dejan Gođevac
- Institute of Chemistry, Technology and Metallurgy, National Institute, University of Belgrade, Studentski trg 12-16, 11000 Belgrade, Serbia; (K.S.); (N.T.); (D.G.)
| | - Ljubodrag Vujisić
- University of Belgrade-Faculty of Chemistry, Studentski trg 12-16, 11000 Belgrade, Serbia; (S.T.); (L.V.); (V.T.)
| | - Vele Tešević
- University of Belgrade-Faculty of Chemistry, Studentski trg 12-16, 11000 Belgrade, Serbia; (S.T.); (L.V.); (V.T.)
| | - Ljubica Tasić
- Institute of Chemistry, Organic Chemistry Department, State University of Campinas, Campinas 13083-970, SP, Brazil;
| | - Boris Mandić
- University of Belgrade-Faculty of Chemistry, Studentski trg 12-16, 11000 Belgrade, Serbia; (S.T.); (L.V.); (V.T.)
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Okoli CTC, Kappi A, Wang T, Makowski A, Cooley AT. The effect of long-acting injectable antipsychotic medications compared with oral antipsychotic medications among people with schizophrenia: A systematic review and meta-analysis. Int J Ment Health Nurs 2022; 31:469-535. [PMID: 34931437 DOI: 10.1111/inm.12964] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/17/2021] [Revised: 11/22/2021] [Accepted: 12/06/2021] [Indexed: 11/29/2022]
Abstract
Long-acting injectable (LAI) antipsychotic medications may be an important modality of reducing costs, improving symptoms, and fostering quality of life outcomes for those with schizophrenia. Our objective was to systematically review and conduct a meta-analysis of the effectiveness of LAIs compared with oral antipsychotics on medication adherence, symptom remission/relapse, rehospitalization, outpatient visits, emergency department visits, healthcare costs, and social functioning. We performed a systematic search of PsycInfo, CINAHL, PubMed, and Scopus databases to examine studies meeting inclusion criteria prior to August 30th, 2020. Randomized controlled trials, retrospective studies, prospective studies among people with schizophrenia with at least 6-month follow-up data were obtained. Overall effect sizes and associated 95% confidence intervals (CI) were estimated with random-effects modeling. We found 75 articles meeting our inclusion criteria, including 341 730 individuals with schizophrenia. Systematic review results indicated that LAIs compared with orals improved medication adherence (25/29 studies), symptom remission/relapse (10/18 studies), rehospitalizations (26/49 studies), emergency department visits (9/17 studies), medical costs (11/15 studies), and social functioning (5/9 studies); however, LAIs also increased outpatient visits (7/16 studies) and pharmacy costs (10/10 studies). Meta-analytic results of studies with similar outcome measures did not find differences between LAIs and orals in respect to outcomes, except lowering emergency department visits and increasing pharmacy costs. The differences between the results of the narrative synthesis and the meta-analyses were possibly because of the low availability of studies with similar outcomes in the pooled analyses. Our overall results suggest that LAIs are at least comparable to orals in supporting important healthcare outcomes for those with schizophrenia. These findings support clinical practice in encouraging providers to prescribe LAIs when indicated.
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Affiliation(s)
| | - Amani Kappi
- University of Kentucky College of Nursing, Lexington, Kentucky, USA
| | - Tianyi Wang
- Department of Statistics, University of Kentucky College of Arts and Sciences, Lexington, Kentucky, USA
| | - Andrew Makowski
- University of Kentucky College of Nursing, Lexington, Kentucky, USA
| | - Andrew T Cooley
- University of Kentucky College of Medicine, Lexington, Kentucky, USA
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Faleiros DR, Nunes da Silva E, Santos AC, Godman BB, Goncalves Pereira R, Guerra Junior AA. Adoption of new therapies in the treatment of Hepatitis: a verification of the accuracy of budget impact analysis to guide investment decisions. Expert Rev Pharmacoecon Outcomes Res 2022; 22:927-939. [PMID: 35320682 DOI: 10.1080/14737167.2022.2057950] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
OBJECTIVES While there are good Budget Impact Analysis (BIA) guidelines, studies still register potential bias. To do this, we compared the results between theoretical and real-world evidence (RWE) expenditures for medicines for Hepatitis C: boceprevir (BOC) and telaprevir (TVR). While both are not currently recommended in treatment guidelines following recent developments, this is an emblematic case because for 4 years these medicines consumed considerable resources. METHODS Theoretical results and RWE expenditures were compared regarding the incorporation of BOC and TVR in 2013-2014 into the Brazilian Public Health System. Theoretical values were extracted from Commission for Technology Incorporation Report and RWE expenditures were extracted from the administrative data records using deterministic-probabilistic linkage. RESULTS The estimated number of patients treated (BOC+TVR) was 13,012 versus 7,641 (real). The estimated purchase price for BOC was US$6.20 versus US$11.07 (real) and for TVR was US$42.21 versus US$84.09 (average/real). The estimated budget impact was US$285.16 million versus US$128.58 million (real). CONCLUSION This study demonstrates appreciable divergence (US$156.58 million) between the theoretical budget impact and RWE expenditures due to underestimated purchase prices and overestimated populations. The greater the degree of accuracy the more reliable and usable BIAs become for decision-making.
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Affiliation(s)
- Daniel Resende Faleiros
- Nucleus Infectious and Parasitic Diseases, Tropical Medicine Centre, University of Brasilia, Brasília, Brazil
| | | | - Andreia C Santos
- Department of Clinical Research, London School of Hygiene and Tropical Medicine, London, UK
| | - Brian B Godman
- Strathclyde Institute of Pharmacy and Biomedical Sciences, University of Strathclyde, Glasgow, UK.,Centre of Medical and Bio-allied Health Sciences Research, Ajman University, Ajman, United Arab Emirates.,Department of Public Health Pharmacy and Management, School of Pharmacy, Sefako Makgatho Health Sciences University, Pretoria, South Africa
| | - Ramon Goncalves Pereira
- Faculty of Pharmacy, Federal University of Minas Gerais,Belo Horizonte, Minas Gerais, Brazil
| | - Augusto A Guerra Junior
- Department of Social Pharmacy, Faculty of Pharmacy, Federal University of Minas Gerais. Belo Horizonte, Minas Gerais, Brazil
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Leal LF, Osorio-de-Castro CGS, de Souza LJC, Ferre F, Mota DM, Ito M, Elseviers M, Lima EDC, Zimmernan IR, Fulone I, Carvalho-Soares MDL, Lopes LC. Data Sources for Drug Utilization Research in Brazil-DUR-BRA Study. Front Pharmacol 2022; 12:789872. [PMID: 35115935 PMCID: PMC8805708 DOI: 10.3389/fphar.2021.789872] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2021] [Accepted: 12/20/2021] [Indexed: 12/14/2022] Open
Abstract
Background: In Brazil, studies that map electronic healthcare databases in order to assess their suitability for use in pharmacoepidemiologic research are lacking. We aimed to identify, catalogue, and characterize Brazilian data sources for Drug Utilization Research (DUR). Methods: The present study is part of the project entitled, “Publicly Available Data Sources for Drug Utilization Research in Latin American (LatAm) Countries.” A network of Brazilian health experts was assembled to map secondary administrative data from healthcare organizations that might provide information related to medication use. A multi-phase approach including internet search of institutional government websites, traditional bibliographic databases, and experts’ input was used for mapping the data sources. The reviewers searched, screened and selected the data sources independently; disagreements were resolved by consensus. Data sources were grouped into the following categories: 1) automated databases; 2) Electronic Medical Records (EMR); 3) national surveys or datasets; 4) adverse event reporting systems; and 5) others. Each data source was characterized by accessibility, geographic granularity, setting, type of data (aggregate or individual-level), and years of coverage. We also searched for publications related to each data source. Results: A total of 62 data sources were identified and screened; 38 met the eligibility criteria for inclusion and were fully characterized. We grouped 23 (60%) as automated databases, four (11%) as adverse event reporting systems, four (11%) as EMRs, three (8%) as national surveys or datasets, and four (11%) as other types. Eighteen (47%) were classified as publicly and conveniently accessible online; providing information at national level. Most of them offered more than 5 years of comprehensive data coverage, and presented data at both the individual and aggregated levels. No information about population coverage was found. Drug coding is not uniform; each data source has its own coding system, depending on the purpose of the data. At least one scientific publication was found for each publicly available data source. Conclusions: There are several types of data sources for DUR in Brazil, but a uniform system for drug classification and data quality evaluation does not exist. The extent of population covered by year is unknown. Our comprehensive and structured inventory reveals a need for full characterization of these data sources.
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Affiliation(s)
- Lisiane Freitas Leal
- Department of Epidemiology, Biostatistics and Occupational Health, McGill University, Montreal, QC, Canada
| | | | | | - Felipe Ferre
- Faculdade de Medicina, Programa de Pós-Graduação em Saúde Pública, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | | | - Marcia Ito
- Professional Master's Program in Productive Systems, Centro Estadual de Educação Tecnológica Paula Souza, São Paulo, Brazil
| | | | | | - Ivan Ricardo Zimmernan
- Faculdade de Ciências da Saúde Campus Darcy Ribeiro, University of Brasília, Brasília, Brazil
| | - Izabela Fulone
- Graduate Pharmaceutical Science, University of Sorocaba, Sao Paulo, Brazil
| | | | - Luciane Cruz Lopes
- Graduate Pharmaceutical Science, University of Sorocaba, Sao Paulo, Brazil
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11
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Verma M, Grover S, Chakrabarti S. Cost of the Illness of Treatment-Resistant Schizophrenia: A Mirror Image Study Comparing Clozapine With Other Antipsychotics. J Clin Psychopharmacol 2021; 41:36-44. [PMID: 33347021 DOI: 10.1097/jcp.0000000000001332] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
PURPOSE/BACKGROUND This study aimed to evaluate and compare the cost of illness in patients with treatment-resistant schizophrenia (TRS) during 3 months before starting clozapine and for the initial 3 months of treatment with clozapine. METHODS/PROCEDURES Fifty-two patients with TRS were evaluated for the cost of illness (direct, indirect, and provider cost) by using a structured questionnaire for the period of 3 months before starting clozapine and then at the end of the 3 months of clozapine therapy. FINDINGS/RESULTS Total treatment cost for the period of 3 months before starting clozapine was Indian rupees (INR) 40,372 (560.72 US dollars), and the total treatment cost for the first 3 months of clozapine therapy was INR 40,553 (563.23 US dollars). At both the assessments, indirect cost formed the main bulk of the total cost, with no significant difference in the indirect cost. The total direct treatment cost reduced from INR 13,931.6 (193.49 US dollars) to INR 8756 (121.61 US dollars), and the difference between the 2 assessments was statistically significant, with an advantage for clozapine. Overall, after starting clozapine, the total direct cost reduced from 34.5% to 21.6%, and the total indirect cost reduced from 54.3% to 40.2%. After starting clozapine, total provider cost increased from 11.2% to 38.2% of the totalcost. IMPLICATIONS/CONCLUSIONS Treatment with clozapine is not associated with a significant increase in the overall treatment cost, in the short term. However, there is a significant reduction in direct treatment costs.
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Affiliation(s)
- Meha Verma
- From the Department of Psychiatry, Post Graduate Institute of Medical Education and Research, Chandigarh, India
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12
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Fulone I, Silva MT, Lopes LC. Switching Between Second-Generation Antipsychotics in Patients with Schizophrenia and Schizoaffective Disorder: 10-Year Cohort Study in Brazil. Front Pharmacol 2021; 12:638001. [PMID: 34135752 PMCID: PMC8201606 DOI: 10.3389/fphar.2021.638001] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2020] [Accepted: 04/29/2021] [Indexed: 11/17/2022] Open
Abstract
Objective: Switching between second-generation antipsychotics (SGAs) is a common clinical practice in the treatment of schizophrenia and schizoaffective disorders due to differences in the drugs’ tolerability and safety profiles as well as the challenge of obtaining an ideal response. However, the factors associated with SGA switching remain uncertain and related real-world data are scarce. The main objective was to identify the factors associated with the switching of SGAs in patients with schizophrenia or schizoaffective disorder. Methods: We conducted a retrospective cohort study of outpatients with schizophrenia or schizoaffective disorder, who were aged ≥18 years and received a SGA (clozapine, olanzapine, risperidone, quetiapine or ziprasidone) from a Brazilian pharmaceutical assistance program for at least 3 months. We identified SGA users from 2008 to 2017 by using a national administrative database (Ambulatory Information System-SIA/SUS). The factors associated with the switches were evaluated by Cox proportional hazards regression and adjusted for sex and age; the confidence interval was set at 95% (95% CI). Results: In total, 563,765 patients were included. Female sex, advanced age of ≥70 years, residence in the Brazilian northeast region, and the type of antipsychotic used were associated with an increased risk of switching (p < 0.001). The incidence of switching ranged from 37.6/100 person-years for clozapine users to 58.2/100 person-years for risperidone users. Compared to the adjusted hazard ratio, for clozapine users, the corresponding ratios for risperidone, ziprasidone, quetiapine and olanzapine were 1.59 (95% CI, 1.57–1.61), 1.41 (95% CI, 1.39–1.44), 1.25 (95% CI, 1.23–1.26) and 1.11 (95% CI, 1.10–1.12) respectively. Conclusion: The groups most susceptible to SGA switching in real-life setting were older individuals, women, and those living in the Brazilian northeast region. Risperidone was associated with the highest risk of switching and as expected, clozapine was associated with the lowest risk of switching than that associated with the other SGAs.
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Affiliation(s)
- Izabela Fulone
- Pharmaceutical Sciences Graduate Course, University of Sorocaba, Sorocaba, Brazil
| | | | - Luciane Cruz Lopes
- Pharmaceutical Sciences Graduate Course, University of Sorocaba, Sorocaba, Brazil
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13
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Faleiros DR, Alvares-Teodoro J, Nunes da Silva E, Godman BB, Gonçalves Pereira R, Gurgel Andrade EI, de Assis Acurcio FA, Guerra Júnior AA. Budget impact analysis of medicines: estimated values versus real-world evidence and the implications. Expert Rev Pharmacoecon Outcomes Res 2021; 22:271-281. [PMID: 33971778 DOI: 10.1080/14737167.2021.1927716] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Objectives: Budget Impact Analyses (BIA) of medicines helps managers in promoting health systems' sustainability when assessing the role and value of new medicines. However, it is not clear whether BIAs typically underestimate or overestimate the impact on real-world budgets. This retroactive analysis seeks to compare estimated values obtained by a BIA and Real-World Evidence (RWE) to guide discussions.Methods: The estimated values were obtained through a BIA concerning the incorporation of adalimumab for the treatment of Rheumatoid Arthritis into the Brazilian Unified Health System (SUS) carried out retroactively and per international guidelines. RWE data was extracted from SUS computerized systems. We subsequently compared the number of treatments, costs, and Incremental Budget Impact (IBI).Results - The total number of treatments was underestimated by 10% (6,243) and the total expenditure was overestimated by 463% (US$ 4.7 billion). In five years, the total difference between the estimated values and real IBI reached US$ 1.1 billion. A current expenditure of US$ 1.0 was observed for every US$ 5.60 of estimated expenditure.Conclusion - The higher estimates from the BIA might cause decision makers to be more cautious with the introduction of a new medicine to reduce the opportunity costs for other interventions.
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Affiliation(s)
| | | | | | - Brian B Godman
- Strathclyde Institute of Pharmacy and Biomedical Sciences, Strathclyde University, Glasgow, UK.,Division of Public Health Pharmacy and Management, School of Pharmacy, Sefako Makgatho Health Sciences University, Pretoria, South Africa.,School of Pharmaceutical Sciences, Universiti Sains Malaysia, Penang, Malaysia
| | | | | | - Francisco A de Assis Acurcio
- Faculty of Pharmacy, Federal University of Minas Gerais, Minas Gerais, Brazil.,Faculty of Medicine, Federal University of Minas Gerais, Minas Gerais, Brazil
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14
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Barbosa WB, Gomes RM, Godman B, Acurcio FDA, Guerra Júnior AA. Real-world effectiveness of olanzapine and risperidone in the treatment of schizophrenia in Brazil over a 16-year follow-up period; findings and implications. Expert Rev Clin Pharmacol 2020; 14:269-279. [PMID: 33331189 DOI: 10.1080/17512433.2021.1865799] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
Introduction: Antipsychotics are widely prescribed for patients with schizophrenia. The Brazilian public health system provides these patients free of charge to patients and it is pertinent to evaluate their benefits.Objective: To evaluate the effectiveness of olanzapine and risperidone in the treatment of patients with schizophrenia in the real-world and assessing risk factors for their discontinuation through a national non-concurrent cohort with 16 years of follow-up.Methods: Three SUS administrative databases were integrated by deterministic-probabilistic linkage. After patients were matched (1:1) for psychiatric hospitalization, year of receiving the antipsychotic, sex, and age, considering either olanzapine or risperidone at study entry. Kaplan-Meier was used to estimate the cumulative probabilities of discontinuation of treatment and associated factors were identified. Sensitivity analyses were performed.Results: 3416 pairs of patients were included. Olanzapine had a longer time until discontinuation of treatment (p = 0.021), and risperidone had a higher risk of discontinuation (p = 0.021). Among patients persistent for at least 24 months, there was no statistically significant difference.Conclusion: Olanzapine demonstrated superior real-world effectiveness over risperidone, in terms of survival and psychiatric hospitalization. This superiority was not sustained in all analyses.
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Affiliation(s)
- Wallace Breno Barbosa
- Department of Social Pharmacy, College of Pharmacy, Federal University of Minas Gerais, Belo Horizonte, Brazil.,, SUS Collaborating Centre‑Technology Assessment and Excellence in Health (CCATES/UFMG), Federal University of Minas Gerais, Belo Horizonte, Brazil
| | - Rosângela Maria Gomes
- Department of Social Pharmacy, College of Pharmacy, Federal University of Minas Gerais, Belo Horizonte, Brazil.,, SUS Collaborating Centre‑Technology Assessment and Excellence in Health (CCATES/UFMG), Federal University of Minas Gerais, Belo Horizonte, Brazil
| | - Brian Godman
- Strathclyde Institute of Pharmacy and Biomedical Sciences, University of Strathclyde, Glasgow, UK.,Division of Clinical Pharmacology, Karolinska, Karolinska Institute, Stockholm, Sweden.,School of Pharmacy, Sefako Makgatho Health Sciences University, Garankuwa, South Africa
| | - Francisco de Assis Acurcio
- Department of Social Pharmacy, College of Pharmacy, Federal University of Minas Gerais, Belo Horizonte, Brazil.,, SUS Collaborating Centre‑Technology Assessment and Excellence in Health (CCATES/UFMG), Federal University of Minas Gerais, Belo Horizonte, Brazil
| | - Augusto Afonso Guerra Júnior
- Department of Social Pharmacy, College of Pharmacy, Federal University of Minas Gerais, Belo Horizonte, Brazil.,, SUS Collaborating Centre‑Technology Assessment and Excellence in Health (CCATES/UFMG), Federal University of Minas Gerais, Belo Horizonte, Brazil
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15
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Zuppo IDF, Ruas CM, de Oliveira HN, Godman B, Castel S, Wainberg ML, Reis EA. Health equity and the usage of atypical antipsychotics within the Brazilian national health system: findings and implications. Expert Rev Pharmacoecon Outcomes Res 2020; 21:743-751. [DOI: 10.1080/14737167.2020.1804873] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Affiliation(s)
- Isabella de Figueiredo Zuppo
- Postgraduate Program in Medicines and Pharmaceutical Services, Federal University of Minas Gerais, Belo Horizonte, Brazil
| | - Cristina Mariano Ruas
- Department of Social Pharmacy, Federal University of Minas Gerais, Belo Horizonte, Brazil
| | - Helian Nunes de Oliveira
- Psychiatrist and Professor in the Department of Preventive and Social Medicine, Federal University of Minas Gerais, Belo Horizonte, Brazil
| | - Brian Godman
- Strathclyde Institute of Pharmacy and Biomedical Sciences, University of Strathclyde, Glasgow, UK
- Division of Clinical Pharmacology, Karolinska, Karolinska Institutet, Stockholm, Sweden
- Department of Public Health Pharmacy and Management, School of Pharmacy, Sefako Makgatho Health Sciences University, Garankuwa, South Africa
- Health Economics Centre, University of Liverpool Management School, Liverpool, UK
| | - Saulo Castel
- Department of Psychiatry, University of Toronto, Toronto, Canada
| | - Milton L. Wainberg
- New York State Psychiatric Institute, Columbia University, New York, United States
| | - Edna Afonso Reis
- Department of Statistics, Federal University of Minas Gerais, Belo Horizonte, Brazil
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16
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Wang X, Lin H, Li K, Huang T, Jiang X, Wu S, Xiao A, Yu L, Chen Y. Acupoints with potential to treat schizophrenia: A systematic review and data mining analysis. Eur J Integr Med 2020; 37:101143. [DOI: 10.1016/j.eujim.2020.101143] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
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17
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Hvidberg MF, Johnsen SP, Davidsen M, Ehlers L. A Nationwide Study of Prevalence Rates and Characteristics of 199 Chronic Conditions in Denmark. PHARMACOECONOMICS - OPEN 2020; 4:361-380. [PMID: 31342402 PMCID: PMC7248158 DOI: 10.1007/s41669-019-0167-7] [Citation(s) in RCA: 40] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
BACKGROUND Real-world data of disease prevalence represents an important but underutilised source of evidence for health economic modelling. AIMS The aim of this study was to estimate nationwide prevalence rates and summarise the characteristics of 199 chronic conditions using Danish population-based health registers, to provide an off-the-shelf tool for decision makers and researchers. METHODS The study population comprised all Danish residents aged 16 years or above on 1 January 2013 (n = 4,555,439). The study was based on the linkage of national registers covering hospital contacts, contacts with primary care (including general practitioners) and filled-in out-of-hospital prescriptions. RESULTS A total of 65.6% had one or more chronic condition. The ten conditions with the highest degree of prevalence were hypertension (23.3%), respiratory allergy (18.5%), disorders of lipoprotein metabolism (14.3%), depression (10.0%), bronchitis (9.2%), asthma (7.9%), type 2 diabetes (5.3%), chronic obstructive lung disease (4.7%), osteoarthritis of the knee (3.9%) and finally osteoporosis (3.5%) and ulcers (3.5%) in joint tenth place. Characteristics by gender, age and national geographical differences were also presented. CONCLUSIONS A nationwide catalogue of the prevalence rates and characteristics of patients with chronic conditions based on a nationwide population is provided. The prevalence rates of the 199 conditions provide important information on the burden of disease for use in healthcare planning, as well as for economic, aetiological and other research.
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Affiliation(s)
- Michael Falk Hvidberg
- Danish Center for Healthcare Improvements, Aalborg University, Fibigerstraede 11, 9220, Aalborg, Denmark.
| | - Soeren Paaske Johnsen
- Department of Clinical Epidemiology, Aarhus University Hospital, Olof Palmes Allé 43, 8200, Aarhus N, Denmark
| | - Michael Davidsen
- National Institute of Public Health, University of Southern Denmark, Oester Farimagsgade 5A, 2nd Floor, 1353, Copenhagen K, Denmark
| | - Lars Ehlers
- Danish Center for Healthcare Improvements, Aalborg University, Fibigerstraede 11, 9220, Aalborg, Denmark
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18
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Salas M, Lopes LC, Godman B, Truter I, Hartzema AG, Wettermark B, Fadare J, Burger JR, Appenteng K, Donneyong M, Arias A, Ankrah D, Ogunleye OO, Lubbe M, Horne L, Bernet J, Gómez-Galicia DL, Del Carmen Garcia Estrada M, Oluka MN, Massele A, Alesso L, Herrera Comoglio R, da Costa Lima E, Vilaseca C, Bergman U. Challenges facing drug utilization research in the Latin American region. Pharmacoepidemiol Drug Saf 2020; 29:1353-1363. [PMID: 32419226 DOI: 10.1002/pds.4989] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2019] [Revised: 12/20/2019] [Accepted: 02/03/2020] [Indexed: 02/04/2023]
Abstract
PURPOSE The International Society of Pharmacoepidemiology (ISPE) in collaboration with the Latin America Drug Utilization Research Group (LatAm DURG), the Medicines Utilization Research in Africa (MURIA) group, and the Uppsala Monitoring Center, is leading an initiative to understand challenges to drug utilization research (DUR) in the Latin American (LatAm) and African regions with the goal of communicating results and proposing solutions to these challenges in four scientific publications. The purpose of this first manuscript is to identify the main challenges associated with DUR in the LatAm region. METHODS Drug utilization (DU) researchers in the LatAm region voluntarily participated in multiple discussions, contributed with local data and reviewed successive drafts and the final manuscript. Additionally, we carried out a literature review to identify the most relevant publications related to DU studies from the LatAm region. RESULTS Multiple challenges were identified in the LatAm region for DUR including socioeconomic inequality, access to medical care, complexity of the healthcare system, limited investment in research and development, limited institutional and organization resources, language barriers, limited health education and literacy. Further, there is limited use of local DUR data by decision makers particularly in the identification of emerging health needs coming from social and demographic transitions. CONCLUSIONS The LatAm region faces challenges to DUR which are inherent in the healthcare and political systems, and potential solutions should target changes to the system.
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Affiliation(s)
- Maribel Salas
- Daiichi Sankyo, Inc, Basking Ridge, USA.,CCEB/CPeRT, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA
| | - Luciane C Lopes
- Pharmaceutical Science graduate Course, Universidade de Sorocaba UNISO, Sao Paulo, Brazil
| | - Brian Godman
- Karolinska Institute, Stockholm, Sweden.,Strathclyde Institute of Pharmacy and Biomedical Sciences, University of Strathclyde, Gainesville, Glasgow, UK.,School of Pharmacy, Sefako Makgatho Health Sciences University, Garankuwa, South Africa
| | - Ilse Truter
- Drug Utilization Research Unit (DURU), Department of Pharmacy, Nelson Mandela University, South Africa
| | | | - Bjorn Wettermark
- Clinical epidemiology & Clinical pharmacology, Karolinska Institutet, Stockholm, Sweden.,Department of Pharmacy, Disciplinary Domain of Medicine and Pharmacy, Uppsala University
| | - Joseph Fadare
- Department of Pharmacology and Therapeutics, Ekiti State University College of Medicine, Ado-Ekiti, Nigeria
| | - Johanita R Burger
- Medicine Usage in South Africa (MUSA), North-West University, Potchefstroom, South Africa
| | - Kwame Appenteng
- Department of Epidemiology, Astellas Pharma US, Northbrook, IL
| | - Macarius Donneyong
- Pharmacy Practice and Science, College of Pharmacy, The Ohio State University, Columbus, Ohio
| | - Ariel Arias
- Centre for Biologics Evaluation, Health Canada, Ottawa, ON and Faculty of Pharmacy, Université de Montréal, Montreal, QC, Canada
| | | | - Olayinka O Ogunleye
- Department of Pharmacology, Therapeutics and Toxicology, Lagos State University College of Medicine, Ikeja, Lagos, Nigeria
| | - Martha Lubbe
- Medicine Usage in South Africa (MUSA), North-West University, Potchefstroom, South Africa
| | - Laura Horne
- Department of Epidemiology, Daiichi Sankyo, Inc, Basking Ridge, NJ
| | - Jorgelina Bernet
- School of Medicine, Cordoba National University, Cordoba, Argentina
| | - Diana L Gómez-Galicia
- Facultad de Farmacia, Universidad Autónoma del Estado de Morelos, Cuernavaca, México
| | | | | | - Amos Massele
- Faculty of Medicine, University of Botswana, Gaborone, Botswana
| | - Luis Alesso
- School of Medicine, Cordoba National University, Cordoba, Argentina
| | | | - Elisangela da Costa Lima
- Observatorio de Vigilancia e Uso de Medicamentos, Faculdade de Farmácia, Universidade Federal do Rio de Janeiro, Cidade Universitária, Rio de Janeiro, RJ
| | - Carmen Vilaseca
- Colegio de Bioquimica y Farmacia, La Paz, Bolivia, Plurinational State
| | - Ulf Bergman
- Departments of Clinical Pharmacology and Pharmacoepidemiology, Karolinska Institutet, Karolinska University Hospital, Huddinge
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19
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Yi ZM, Men P, Qu S, Li C, Yu X, Zhai S. Comparative cost-effectiveness of amisulpride and olanzapine in the treatment of schizophrenia in China. Expert Rev Pharmacoecon Outcomes Res 2020; 20:313-320. [PMID: 32293194 DOI: 10.1080/14737167.2020.1752670] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
BACKGROUND Both amisulpride and olanzapine are leading treatments for schizophrenia in China. This study aimed to investigate the long-term cost-effectiveness of amisulpride and olanzapine in the treatment of schizophrenia in China. METHODS A decision-analytic Markov model was developed to simulate the lifetime clinical and economic outcomes of schizophrenia treatment from the healthcare payer perspective. The long-term costs and QALYs were estimated. Sensitivity analyses were performed to explore the impact of variance of parameters on the results. RESULTS Treatment with amisulpride provided an effectiveness gain of 16.59 QALYs at an average cost of USD 25,884 whereas olanzapine resulted in 16.38 QALYs at a cost of USD 34,839 over a lifetime horizon. One-way sensitivity analysis suggested that the most sensitive variable was the unit cost of olanzapine. In a probabilistic sensitivity analysis based on a Monte Carlo simulation with a lifetime horizon, the probability of amisulpride being cost-effective was 99.8% at a willingness-to-pay threshold of USD 9,322, the GDP per capita in China 2018. A scenario analysis with updated olanzapine unit cost suggested an ICER of 7,857 USD/QALY. CONCLUSIONS Amisulpride is likely to be a cost-effective option with increased effectiveness compared with olanzapine in the treatment of schizophrenia patients in China.
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Affiliation(s)
- Zhan-Miao Yi
- Department of Pharmacy, Peking University Third Hospital , Beijing, China.,Department of Pharmacy Administration and Clinical Pharmacy, School of Pharmaceutical Science, Peking University , Beijing, China.,Institute for Drug Evaluation, Peking University Health Science Center , Beijing, China
| | - Peng Men
- Department of Pharmacy, Peking University Third Hospital , Beijing, China.,Institute for Drug Evaluation, Peking University Health Science Center , Beijing, China
| | - Shuli Qu
- Real-World Insights, IQVIA , Shanghai, China
| | - Chaoyun Li
- Health Economics & Outcome Research, Sanofi , Shanghai, China
| | - Xin Yu
- Department of Psychiatry, Peking University Sixth Hospital , Beijing, China
| | - Suodi Zhai
- Department of Pharmacy, Peking University Third Hospital , Beijing, China.,Institute for Drug Evaluation, Peking University Health Science Center , Beijing, China
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20
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Garcia MM, Azevedo PS, Mirelman A, Safatle LP, Iunes R, Bennie MC, Godman B, Guerra Junior AA. Funding and Service Organization to Achieve Universal Health Coverage for Medicines: An Economic Evaluation of the Best Investment and Service Organization for the Brazilian Scenario. Front Pharmacol 2020; 11:370. [PMID: 32351382 PMCID: PMC7175689 DOI: 10.3389/fphar.2020.00370] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2019] [Accepted: 03/11/2020] [Indexed: 12/17/2022] Open
Abstract
BACKGROUND There are many health benefits since 31 years after the foundation of the National Health Service (NHS) in Brazil, especially the increase in life expectancy. However, family-income inequalities, insufficient funding, and suboptimal private sector-public sector collaboration are still areas for improvement. The efforts of Brazil to achieve universal health coverage (UHC) for medicines have resulted in increased public financing of medicines and their availability, reducing avoidable hospitalization and mortality. However, lack of access to medicines still remains. Due to historical reasons, pharmaceutical service organization in developing countries may have important differences from high-income countries. In some cases, developing countries finance and promote medicine access by using the public infrastructure of health care/medical units as dispensing sites and cover all costs of medicines dispensed. In contrast, many high-income countries use private community pharmacies and cover the costs of medicines dispensed plus a fee, which includes all logistic costs. In this study, we will undertake an economic evaluation to understand the funding needs of the Brazilian NHS to reduce inequalities in access to medicines through adopting a pharmaceutical service organization similar to that seen in many high-income countries with hiring/accrediting private pharmacies. METHODS We performed an economic evaluation of a model to provide access to medicines within public funds based on a decision tree model with two alternative scenarios public pharmacies (NHS, state-owned facilities) versus private pharmacies (NHS, agreements). The analysis assumed the perspective of the NHS. We identified the types of resources consumed, the amount, and costs in both scenarios. We also performed a budget impact forecast to estimate the incremental funding required to reduce inequalities in access to essential medicines in Brazil. FINDINGS The model without rebates for medicines estimated an incremental cost of US$3.1 billion in purchasing power parity (PPP) but with an increase in the average availability of medicines from 65% to 90% for citizens across the country irrespective of family income. This amount places the NHS in a very good position to negotiate extensive rebates without the need for external reference pricing for government purchases. Forecast scenarios above 35% rebates place the alternative of hiring private pharmacies as dominant. Higher rebate rates are feasible and may lead to savings of more than US$1.3 billion per year (30%). The impact of incremental funding is related to medicine access improvement of 25% in the second year when paying by dispensing fee. The estimate of the incremental budget in five years would be US$4.8 billion PPP. We have yet to explore the potential reduction in hospital and outpatient costs, as well as in lawsuits, with increased availability with the yearly expenses for these at US$9 billion and US$1.4 billion PPP respectively in 2017. INTERPRETATION The results of the economic evaluation demonstrate potential savings for the NHS and society. Achieving UHC for medicines reduces household expenses with health costs, health litigation, outpatient care, hospitalization, and mortality. An optimal private sector-public sector collaboration model with private community pharmacy accreditation is economically dominant with a feasible medicine price negotiation. The results show the potential to improve access to medicines by 25% for all income classes. This is most beneficial to the poorest families, whose medicines account for 76% of their total health expenses, with potential savings of lives and public resources.
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Affiliation(s)
- Marina Morgado Garcia
- Department of Social Pharmacy, Federal University of Minas Gerais, Belo Horizonte, Brazil
- Collaborating Centre for Health Technology Assessment and Excellence (CCATES), Belo Horizonte, Brazil
| | - Pamela Santos Azevedo
- Department of Social Pharmacy, Federal University of Minas Gerais, Belo Horizonte, Brazil
- Collaborating Centre for Health Technology Assessment and Excellence (CCATES), Belo Horizonte, Brazil
| | - Andrew Mirelman
- Centre for Health Economics, University of York, York, United Kingdom
| | - Leandro Pinheiro Safatle
- Department of Medicines Market Regulation - Brazilian Health Regulatory Agency (ANVISA), Brasília, Brazil
| | | | - Marion Clark Bennie
- Department of Pharmacoepidemiology, University of Strathclyde, Glasgow, United Kingdom
| | - Brian Godman
- Department of Pharmacoepidemiology, University of Strathclyde, Glasgow, United Kingdom
- Management School, University of Liverpool, Liverpool, United Kingdom
- Division of Clinical Pharmacology, Department of Laboratory Medicine, Karolinska Institute, Stockholm, Sweden
- School of Pharmacy, Sefako Makgatho Health Sciences University, Pretoria, South Africa
| | - Augusto Afonso Guerra Junior
- Department of Social Pharmacy, Federal University of Minas Gerais, Belo Horizonte, Brazil
- Collaborating Centre for Health Technology Assessment and Excellence (CCATES), Belo Horizonte, Brazil
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21
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Garcia MM, Barbosa MM, Silva RM, Reis EA, Alvares J, Assis Acurcio FD, Godman B, Guerra Junior AA. Indicator of access to medicines in relation to the multiple dimensions of access. J Comp Eff Res 2019; 8:1027-1041. [DOI: 10.2217/cer-2019-0031] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023] Open
Abstract
Aim: Creation of a single indicator of access to medicines. Methods: Data collection was performed with individuals who obtained their medication from either public and/or private pharmacies. A Likert scale was used to measure the importance and satisfaction in relation to various access dimensions. Results: A total of 580 individuals were interviewed. Overall, participants attributed very similar importance scores to the dimensions of access to medicines. The results of the mean score of each dimension showed a statistically significant difference according to the type of pharmacy that the participant visited. Conclusion: This developed indicator will enable a review of access to medicines, making comparisons possible as well as improving decision making about public policies in the field of Pharmaceutical Services.
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Affiliation(s)
- Marina M Garcia
- Federal University of Minas Gerais, Department of Social Pharmacy, Av. Presidente Antônio Carlos, 6627, Belo Horizonte, Minas Gerais, 31270-901, Brazil
| | - Mariana M Barbosa
- Federal University of Minas Gerais, Department of Social Pharmacy, Av. Presidente Antônio Carlos, 6627, Belo Horizonte, Minas Gerais, 31270-901, Brazil
| | - Rondineli M Silva
- Sérgio Arouca National School of Public Health of the Oswaldo Cruz Foundation, Department of Drug Policy and Pharmaceutical Assistance, St Leopoldo Bulhões, Room 622–632, Rio de Janeiro, 21041-210, Brazil
| | - Edna A Reis
- Federal University of Minas Gerais, Department Institute of Exact Sciences, Av. Presidente Antônio Carlos, 6627, Belo Horizonte, Minas Gerais, 31270-901, Brazil
| | - Juliana Alvares
- Federal University of Minas Gerais, Department of Social Pharmacy, Av. Presidente Antônio Carlos, 6627, Belo Horizonte, Minas Gerais, 31270-901, Brazil
| | - Francisco de Assis Acurcio
- Federal University of Minas Gerais, Department of Social Pharmacy, Av. Presidente Antônio Carlos, 6627, Belo Horizonte, Minas Gerais, 31270-901, Brazil
| | - Brian Godman
- Strathclyde Institute of Pharmacy and Biomedical Sciences, University of Strathclyde, Glasgow, G4 0RE, UK
- Health Economics Centre, University of Liverpool Management School, Liverpool, UK
- Division of Clinical Pharmacology, Karolinska Institute, Karolinska University Hospital Huddinge, SE-141 86, Stockholm, Sweden
- School of Pharmacy, Sefako Makgatho Health Sciences University, Ga-Rankuwa, Gauteng, South Africa
| | - Augusto A Guerra Junior
- Federal University of Minas Gerais, Department of Social Pharmacy, Av. Presidente Antônio Carlos, 6627, Belo Horizonte, Minas Gerais, 31270-901, Brazil
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22
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Porto LB, Zimmermann IR, Naves LA. Economics of Acromegaly Treatment in Brazil: A Budget Impact Analysis of Pituitary Surgery Compared with Long-Term Octreotide LAR. PHARMACOECONOMICS - OPEN 2019; 3:247-254. [PMID: 30390240 PMCID: PMC6533371 DOI: 10.1007/s41669-018-0103-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
BACKGROUND Acromegaly is a rare, chronic and debilitating disease whose treatment places a high burden on health systems. In the reality of the Brazilian public health network, many patients are kept on drug treatment because of barriers to access to surgery. OBJECTIVE The aim of this study was to estimate the costs and budget impact of routine transsphenoidal endoscopic surgery in relation to those of long-term drug treatment with octreotide long-acting release (LAR) from a cohort of patients followed at the referral medical centre for acromegaly treatment in the Federal District, Brazil. METHODS Based on micro-costing data collected using mixed methods from a local perspective of the public health system, we performed a budget impact analysis (BIA) on a 3-year time horizon. Uncertainty was handled with deterministic (tornado and scenario) and probabilistic (Monte Carlo simulations) sensitivity analyses. RESULTS Compared with the continued use of octreotide LAR at a dose of 30 mg every 28 days, the incremental budget impact of conducting two surgeries per month, considering a cure rate of 55%, could bring savings of approximately US$879,362.18 (95% CI 860,176.29-898,548.08) over 3 years. Depending on the key variable values, the savings amplitude ranged from US$431,836.39 to US$1,519,132.04. CONCLUSIONS Improving access to surgery could result in significant cost reductions in acromegaly treatment. The present study stands out for being the first to estimate the costs of transsphenoidal surgery in the context of the public health system in Brazil.
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Affiliation(s)
- Lara Benigno Porto
- Faculty of Health Sciences, University of Brasilia, Brasília, Brazil.
- Unit of Endocrinology and Research Centre, Regional Hospital of Taguatinga, Secretariat of Health of the Federal District, Federal District, Brazil.
| | - Ivan Ricardo Zimmermann
- Department of Pharmaceutical Assistance and Strategic Inputs, Ministry of Health, Brasília, Brazil
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23
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Godman B, Bucsics A, Vella Bonanno P, Oortwijn W, Rothe CC, Ferrario A, Bosselli S, Hill A, Martin AP, Simoens S, Kurdi A, Gad M, Gulbinovič J, Timoney A, Bochenek T, Salem A, Hoxha I, Sauermann R, Massele A, Guerra AA, Petrova G, Mitkova Z, Achniotou G, Laius O, Sermet C, Selke G, Kourafalos V, Yfantopoulos J, Magnusson E, Joppi R, Oluka M, Kwon HY, Jakupi A, Kalemeera F, Fadare JO, Melien O, Pomorski M, Wladysiuk M, Marković-Peković V, Mardare I, Meshkov D, Novakovic T, Fürst J, Tomek D, Zara C, Diogene E, Meyer JC, Malmström R, Wettermark B, Matsebula Z, Campbell S, Haycox A. Barriers for Access to New Medicines: Searching for the Balance Between Rising Costs and Limited Budgets. Front Public Health 2018; 6:328. [PMID: 30568938 PMCID: PMC6290038 DOI: 10.3389/fpubh.2018.00328] [Citation(s) in RCA: 89] [Impact Index Per Article: 12.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2018] [Accepted: 10/26/2018] [Indexed: 01/26/2023] Open
Abstract
Introduction: There is continued unmet medical need for new medicines across countries especially for cancer, immunological diseases, and orphan diseases. However, there are growing challenges with funding new medicines at ever increasing prices along with funding increased medicine volumes with the growth in both infectious diseases and non-communicable diseases across countries. This has resulted in the development of new models to better manage the entry of new medicines, new financial models being postulated to finance new medicines as well as strategies to improve prescribing efficiency. However, more needs to be done. Consequently, the primary aim of this paper is to consider potential ways to optimize the use of new medicines balancing rising costs with increasing budgetary pressures to stimulate debate especially from a payer perspective. Methods: A narrative review of pharmaceutical policies and implications, as well as possible developments, based on key publications and initiatives known to the co-authors principally from a health authority perspective. Results: A number of initiatives and approaches have been identified including new models to better manage the entry of new medicines based on three pillars (pre-, peri-, and post-launch activities). Within this, we see the growing role of horizon scanning activities starting up to 36 months before launch, managed entry agreements and post launch follow-up. It is also likely there will be greater scrutiny over the effectiveness and value of new cancer medicines given ever increasing prices. This could include establishing minimum effectiveness targets for premium pricing along with re-evaluating prices as more medicines for cancer lose their patent. There will also be a greater involvement of patients especially with orphan diseases. New initiatives could include a greater role of multicriteria decision analysis, as well as looking at the potential for de-linking research and development from commercial activities to enhance affordability. Conclusion: There are a number of ongoing activities across countries to try and fund new valued medicines whilst attaining or maintaining universal healthcare. Such activities will grow with increasing resource pressures and continued unmet need.
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Affiliation(s)
- Brian Godman
- Strathclyde Institute of Pharmacy and Biomedical Sciences, University of Strathclyde, Glasgow, United Kingdom
- Health Economics Centre, University of Liverpool Management School, Liverpool, United Kingdom
- Division of Clinical Pharmacology, Karolinska Institute, Karolinska University Hospital Huddinge, Stockholm, Sweden
- School of Pharmacy, Sefako Makgatho Health Sciences University, Pretoria, South Africa
| | - Anna Bucsics
- Mechanism of Coordinated Access to Orphan Medicinal Products (MoCA), Brussels, Belgium
| | - Patricia Vella Bonanno
- Strathclyde Institute of Pharmacy and Biomedical Sciences, University of Strathclyde, Glasgow, United Kingdom
| | - Wija Oortwijn
- Ecorys, Rotterdam, Netherlands
- Department for Health Evidence, Radboud University Medical Center, Nijmegen, Netherlands
| | - Celia C. Rothe
- Department of Drug Management, Faculty of Health Sciences, Jagiellonian University Medical College, Krakow, Poland
| | - Alessandra Ferrario
- Division of Health Policy and Insurance Research, Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA, United States
| | | | - Andrew Hill
- Institute of Translational Medicine, University of Liverpool, Liverpool, United Kingdom
| | - Antony P. Martin
- Health Economics Centre, University of Liverpool Management School, Liverpool, United Kingdom
- HCD Economics, The Innovation Centre, Daresbury, United Kingdom
| | - Steven Simoens
- KU Leuven Department of Pharmaceutical and Pharmacological Sciences, Leuven, Belgium
| | - Amanj Kurdi
- Strathclyde Institute of Pharmacy and Biomedical Sciences, University of Strathclyde, Glasgow, United Kingdom
- Department of Pharmacology, College of Pharmacy, Hawler Medical University, Erbil, Iraq
| | - Mohamed Gad
- Global Health and Development Group, Imperial College, London, United Kingdom
| | - Jolanta Gulbinovič
- Department of Pathology, Forensic Medicine and Pharmacology, Faculty of Medicine, Institute of Biomedical Sciences, Vilnius University, Vilnius, Lithuania
| | - Angela Timoney
- Strathclyde Institute of Pharmacy and Biomedical Sciences, University of Strathclyde, Glasgow, United Kingdom
- NHS Lothian, Edinburgh, United Kingdom
| | - Tomasz Bochenek
- Department of Drug Management, Faculty of Health Sciences, Jagiellonian University Medical College, Krakow, Poland
| | | | - Iris Hoxha
- Department of Pharmacy, Faculty of Medicine, University of Medicine, Tirana, Albania
| | - Robert Sauermann
- Hauptverband der Österreichischen Sozialversicherungsträger, Vienna, Austria
| | - Amos Massele
- Department of Biomedical Sciences, Faculty of Medicine, University of Botswana, Gaborone, Botswana
| | - Augusto Alfonso Guerra
- Department of Social Pharmacy, College of Pharmacy, Federal University of Minas Gerais, Av. Presidente Antônio Carlos, Belo Horizonte, Brazil
- SUS Collaborating Centre – Technology Assessment & Excellence in Health (CCATES/UFMG), College of Pharmacy, Federal University of Minas Gerais. Av. Presidente Antônio Carlos, Belo Horizonte, Brazil
| | - Guenka Petrova
- Department of Social Pharmacy and Pharmacoeconomics, Faculty of Pharmacy, Medical University of Sofia, Sofia, Bulgaria
| | - Zornitsa Mitkova
- Department of Social Pharmacy and Pharmacoeconomics, Faculty of Pharmacy, Medical University of Sofia, Sofia, Bulgaria
| | | | - Ott Laius
- State Agency of Medicines, Tartu, Estonia
| | | | - Gisbert Selke
- Wissenschaftliches Institut der AOK (WIdO), Berlin, Germany
| | - Vasileios Kourafalos
- EOPYY-National Organization for the Provision of Healthcare Services, Athens, Greece
| | - John Yfantopoulos
- School of Economics and Political Science, University of Athens, Athens, Greece
| | - Einar Magnusson
- Department of Health Services, Ministry of Health, Reykjavík, Iceland
| | - Roberta Joppi
- Pharmaceutical Drug Department, Azienda Sanitaria Locale of Verona, Verona, Italy
| | - Margaret Oluka
- Department of Pharmacology and Pharmacognosy, School of Pharmacy, University of Nairobi, Nairobi, Kenya
| | - Hye-Young Kwon
- Division of Biology and Public Health, Mokwon University, Daejeon, South Korea
| | | | - Francis Kalemeera
- Department of Pharmacology and Therapeutics, Faculty of Health Sciences, University of Namibia, Windhoek, Namibia
| | - Joseph O. Fadare
- Department of Pharmacology and Therapeutics, Ekiti State University, Ado-Ekiti, Nigeria
| | | | - Maciej Pomorski
- Agency for Health Technology Assessment and Tariff System (AOTMiT), Warsaw, Poland
| | | | - Vanda Marković-Peković
- Ministry of Health and Social Welfare, Banja Luka, Bosnia and Herzegovina
- Department of Social Pharmacy, Faculty of Medicine, University of Banja Luka, Banja Luka, Bosnia and Herzegovina
| | - Ileana Mardare
- Public Health and Management Department, Faculty of Medicine, “Carol Davila”, University of Medicine and Pharmacy Bucharest, Bucharest, Romania
| | - Dmitry Meshkov
- National Research Institution for Public Health, Moscow, Russia
| | | | - Jurij Fürst
- Health Insurance Institute, Ljubljana, Slovenia
| | - Dominik Tomek
- Faculty of Medicine, Slovak Medical University in Bratislava, Bratislava, Slovakia
| | - Corrine Zara
- Drug Territorial Action Unit, Catalan Health Service, Barcelona, Spain
| | - Eduardo Diogene
- Vall d'Hebron University Hospital, Fundació Institut Català de Farmacologia, Barcelona, Spain
| | - Johanna C. Meyer
- School of Pharmacy, Sefako Makgatho Health Sciences University, Pretoria, South Africa
| | - Rickard Malmström
- Department of Medicine Solna, Karolinska Institutet and Clinical Pharmacology Karolinska University Hospital, Stockholm, Sweden
| | - Björn Wettermark
- Department of Medicine Solna, Karolinska Institutet and Clinical Pharmacology Karolinska University Hospital, Stockholm, Sweden
- Department of Healthcare Development, Stockholm County Council, Stockholm, Sweden
| | | | - Stephen Campbell
- Division of Population Health, Health Services Research and Primary Care, Centre for Primary Care, University of Manchester, Manchester, United Kingdom
- NIHR Greater Manchester Patient Safety Translational Research Centre, School of Health Sciences, University of Manchester, Manchester, United Kingdom
| | - Alan Haycox
- Health Economics Centre, University of Liverpool Management School, Liverpool, United Kingdom
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