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Tazi A, Errachidi F, Sonawane D, Tahri G, Rao S, Mehta S. An economic model to understand the cost-effectiveness of olanzapine orally dispersible tablets (ODT) and olanzapine film coated tablets as a group compared with other oral atypical antipsychotics for treating schizophrenia in Morocco. Ann Gen Psychiatry 2024; 23:33. [PMID: 39294740 PMCID: PMC11412040 DOI: 10.1186/s12991-024-00516-y] [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: 02/07/2024] [Accepted: 08/06/2024] [Indexed: 09/21/2024] Open
Abstract
BACKGROUND Antipsychotic medications are the primary treatment for schizophrenia, with olanzapine being an effective medication for schizophrenia. The economic cost for each individual with schizophrenia is high, with antipsychotic medication being a major expense. This study aims to develop an economic decision model that compares different treatment options for schizophrenia patients, including olanzapine Orally Dispersible Tablets (ODT), olanzapine [ODT + Standard Oral Tablet (SOT)], risperidone (ODT + SOT), and aripiprazole (ODT + SOT), to determine their cost-effectiveness with an objective to optimize healthcare resource allocation in Morocco. METHODS The study used published medical literature and a clinical expert panel to develop a decision analytic model. This model was designed to capture parameters such as adherence levels, treatment discontinuation, relapse with and without hospitalization, quality-adjusted life years (QALYs), treatment-related adverse events, healthcare resource utilization, and associated costs. The main outcomes of interest included the total annual direct cost per treatment, QALYs, and incremental cost-effectiveness ratio (ICER) per 1 QALY gained. One-way and probabilistic sensitivity analyses were employed to account for parameter uncertainty. RESULTS According to the simulation model, the ODT and ODT + SOT as a group form of olanzapine was the most effective treatment option in terms of the lowest percentages of inpatient relapse, and patients who remained stable (11% and 79% respectively) than risperidone (19% and 62% respectively) and aripiprazole ODT (26% and 50% respectively) and ODT + SOT formulation groups. Olanzapine (ODT + SOT) therapy group was cost-effective when compared to the combined group of ODT + SOT forms of risperidone [ICER: Moroccan Dirham (MAD) 103,907], and aripiprazole (ICER: MAD 65,047). Additionally, olanzapine ODT was found to be cost-effective compared to olanzapine SOT with an ICER of MAD 3921, risperidone ODT with an ICER of MAD 1,02,298, risperidone SOT with an ICER of MAD 31,088, and aripiprazole ODT or SOT formulations. All the above ICERs fall under the willingness-to-pay threshold in Morocco of MAD 250,832.40. Sensitivity analyses confirmed the reliability of the findings. CONCLUSIONS The model concluded that olanzapine ODT is the most cost-effective first-line treatment option for schizophrenia in Morocco when compared to other atypical antipsychotic medications in ODT and SOT formulations.
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Affiliation(s)
- Ahmed Tazi
- Department of Pharmacology & Biology, Sidi Mohamed Ben Abdellah University (USMBA), Fez, Morocco
| | - Faouzi Errachidi
- Department of Pharmacology & Biology, Sidi Mohamed Ben Abdellah University (USMBA), Fez, Morocco
| | - Dipesh Sonawane
- Department of Medical Affairs and Clinical Research, Sun Pharmaceutical Industries Limited, Western Express Highway, Goregaon East (Near JVLR Junction), Mumbai, 400 063, India.
| | - Ghizlane Tahri
- Department of Medical Affairs and Clinical Research, Sun Pharmaceuticals Morocco LLC, El Maârif-Casablanca, Morocco
| | - Sameer Rao
- Department of Medical Affairs and Clinical Research, Sun Pharmaceutical Industries Limited, Western Express Highway, Goregaon East (Near JVLR Junction), Mumbai, 400 063, India
| | - Suyog Mehta
- Department of Medical Affairs and Clinical Research, Sun Pharma Laboratories Ltd, Mumbai, India
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Wang GHM, Svensson M, Shao H, Vouri SM, Park H. Cost-effectiveness analysis of monthly, 3-monthly, and 6-monthly long-acting injectable and oral paliperidone in adults with schizophrenia. J Manag Care Spec Pharm 2023; 29:884-895. [PMID: 37523313 PMCID: PMC10397333 DOI: 10.18553/jmcp.2023.29.8.884] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/02/2023]
Abstract
BACKGROUND: Paliperidone is among the most cost-effective antipsychotics in adults with schizophrenia, and it has different formulations, including oral paliperidone extended-release (ER) and long-acting injectable (LAI) paliperidone formulations administered every month (PP1M), 3 months (PP3M), or 6 months (PP6M). However, cost-effectiveness analyses comparing different paliperidone formulations were limited. OBJECTIVE: To compare the cost-effectiveness across different paliperidone formulations. METHODS: A Markov model was developed to simulate 1,000 adults aged 40 years with stable schizophrenia transitioning among stable disease-medication adherent, stable disease-medication nonadherent, relapse with hospitalization, relapse with ambulatory care, and death states every 3 months for 5 years. Drug costs were estimated using the prices listed in the Veterans Affairs Federal Supply Schedule, and costs for treating complications were estimated from published studies. All costs were estimated from the US health care system perspective and standardized to 2022 US dollars using the Consumer Price Index Inflation Calculator. Quality-adjusted life-years (QALYs) were estimated using relapse rates from randomized clinical trials and health-related quality of life scores from observational studies. The estimated future costs and QALYs were discounted at 3%. We reported incremental net monetary benefits between alternative formulations at the $50,000 willingness-to-pay (WTP) threshold with a positive value indicating cost-effectiveness. The impact of parameter uncertainty on study outcomes was assessed using 1-way deterministic and probabilistic sensitivity analyses. RESULTS: In adults with schizophrenia stabilized with paliperidone ER, switching to LAI formulations was associated with increased QALY (PP1M = 0.05, PP3M = 0.14, PP6M = 0.15) and increased cost (PP1M = 49,433, PP3M = 26,698, PP6M = 26,147), leading to a negative incremental net monetary benefit (PP1M = -$46,804, PP3M = -$19,508, PP6M = -$18,886) compared with continuing ER. Among LAI formulations, PP6M was cost-saving with the most QALYs gained (cost = $63,277, QALY = 3.731), followed by PP3M (cost = $63,828, QALY = 3.729) and PP1M (cost = $86,563, QALY = 3.638). At the $50,000 WTP threshold, the probabilities for PP1M, PP3M, and PP6M being cost-effective compared with paliperidone ER were 0.4%, 10.2%, and 9.8%, respectively. The probability of PP6M being cost-effective was 92.6% for the PP6M-PP1M pair and 55.2% for the PP6M-PP3M pair, and 91.1% of PP3M use was cost-effective in the PP3M-PP1M pair. The results were generally robust in the sensitivity analyses, even at the $190,000 WTP threshold. CONCLUSIONS: For patients with schizophrenia stabilized with paliperidone ER, switching to LAI formulations was not cost-effective, suggesting the high drug costs for LAI may not justify the improved quality of life within 5 years. Among LAI formulations, PP6M was cost-effective over PP1M and PP3M.
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Affiliation(s)
- Grace Hsin-Min Wang
- Department of Pharmaceutical Outcomes & Policy, College of Pharmacy, University of Florida, Gainesville
| | - Mikael Svensson
- Department of Pharmaceutical Outcomes & Policy, College of Pharmacy, University of Florida, Gainesville
| | - Hui Shao
- Department of Pharmaceutical Outcomes & Policy, College of Pharmacy, University of Florida, Gainesville
| | - Scott Martin Vouri
- Department of Pharmaceutical Outcomes & Policy, College of Pharmacy, University of Florida, Gainesville
- Center for Drug Evaluation and Safety, College of Pharmacy, University of Florida, Gainesville
| | - Haesuk Park
- Department of Pharmaceutical Outcomes & Policy, College of Pharmacy, University of Florida, Gainesville
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Li Z, Li X, Jin M, Liu Y, He Y, Jia N, Cui X, Liu Y, Hu G, Yu Q. Identification of potential biomarkers and their correlation with immune infiltration cells in schizophrenia using combinative bioinformatics strategy. Psychiatry Res 2022; 314:114658. [PMID: 35660966 DOI: 10.1016/j.psychres.2022.114658] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/23/2021] [Revised: 05/17/2022] [Accepted: 05/29/2022] [Indexed: 10/18/2022]
Abstract
Many studies have identified changes in gene expression in brains of schizophrenia patients and their altered molecular processes, but the findings in different datasets were inconsistent and diverse. Here we performed the most comprehensive analysis of gene expression patterns to explore the underlying mechanisms and the potential biomarkers for early diagnosis in schizophrenia. We focused on 10 gene expression datasets in post-mortem human brain samples of schizophrenia downloaded from gene expression omnibus (GEO) database using the integrated bioinformatics analyses including robust rank aggregation (RRA) algorithm, Weighted gene co-expression network analysis (WGCNA) and CIBERSORT. Machine learning algorithm was used to construct the risk prediction model for early diagnosis of schizophrenia. We identified 15 key genes (SLC1A3, AQP4, GJA1, ALDH1L1, SOX9, SLC4A4, EGR1, NOTCH2, PVALB, ID4, ABCG2, METTL7A, ARC, F3 and EMX2) in schizophrenia by performing multiple bioinformatics analysis algorithms. Moreover, the interesting part of the study is that there is a correlation between the expression of hub genes and the immune infiltrating cells estimated by CIBERSORT. Besides, the risk prediction model was constructed by using both these genes and the immune cells with a high accuracy of 0.83 in the training set, and achieved a high AUC of 0.77 for the test set. Our study identified several potential biomarkers for diagnosis of SCZ based on multiple bioinformatics algorithms, and the constructed risk prediction model using these biomarkers achieved high accuracy. The results provide evidence for an improved understanding of the molecular mechanism of schizophrenia.
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Affiliation(s)
- Zhijun Li
- Department of Epidemiology and Biostatistics, School of public health, Jilin University, Changchun, 130021, China
| | - Xinwei Li
- Department of Epidemiology and Biostatistics, School of public health, Jilin University, Changchun, 130021, China
| | - Mengdi Jin
- Department of Epidemiology and Biostatistics, School of public health, Jilin University, Changchun, 130021, China
| | - Yang Liu
- Department of Epidemiology and Biostatistics, School of public health, Jilin University, Changchun, 130021, China
| | - Yang He
- Department of Epidemiology and Biostatistics, School of public health, Jilin University, Changchun, 130021, China
| | - Ningning Jia
- Department of Epidemiology and Biostatistics, School of public health, Jilin University, Changchun, 130021, China
| | - Xingyao Cui
- Department of Epidemiology and Biostatistics, School of public health, Jilin University, Changchun, 130021, China
| | - Yane Liu
- Department of Epidemiology and Biostatistics, School of public health, Jilin University, Changchun, 130021, China
| | - Guoyan Hu
- Department of Epidemiology and Biostatistics, School of public health, Jilin University, Changchun, 130021, China
| | - Qiong Yu
- Department of Epidemiology and Biostatistics, School of public health, Jilin University, Changchun, 130021, China.
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Miron AA, Teodorescu A, Ifteni P, Irimie CA, Dima L, Petric PS. Switch from Olanzapine Long-Acting Injectable to its Oral Equivalent during COVID-19 Pandemic: a Real World Observational Study. Psychiatr Q 2022; 93:627-635. [PMID: 35235126 PMCID: PMC8888267 DOI: 10.1007/s11126-021-09924-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 05/16/2021] [Indexed: 01/20/2023]
Abstract
Schizophrenia is a psychiatric condition with chronic evolution, one of the most disabling diseases. The main cause for the disease's progression is considered to be the lack of compliance with the treatment. Long-acting injectable antipsychotics (LAIs) are an important treatment option for patients with schizophrenia. Olanzapine long-acting injection (OLZ-LAI) is a pamoate monohydrate salt of olanzapine that is administered by deep intramuscular gluteal injection. The aim of this paper is to report the effects of a sudden and unplanned switch from olanzapine long-acting injectable to oral olanzapine in remitted patients with schizophrenia due to restrictions caused by the COVID-19 pandemic. An observational study conducted in the Clinical Hospital of Psychiatry and Neurology of Brasov, Romania between April 2020 and March 2021. 27 patients with OLZ-LAI were entered into the study. Of 27 cases, 21 patients preferred to be switched to oral olanzapine (77.77%). Only 6 patients continued with the long-acting formulation. The main reason for the initiation of olanzapine pamoate in all the patients was non-adherence to oral medication (80.95%), and the mean age of starting LAI olanzapine was 36.42 years (SD ± 10.09). Within the following 12 months after switching from olanzapine LAI to OA, 15 patients (71.42%) relapsed, and 12 were admitted to the emergency psychiatric unit. The COVID-19 pandemic has brought multiple disservices to current medical practice. Sudden and unplanned switch from olanzapine long-acting formulation to oral olanzapine was followed by the high rate of relapse in remitted schizophrenia.
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Affiliation(s)
- Ana-Aliana Miron
- Transilvania University of Brasov, 56 Nicolae Bălcescu Str., 500019 Brasov, Romania
| | - Andreea Teodorescu
- Transilvania University of Brasov, 56 Nicolae Bălcescu Str., 500019 Brasov, Romania
| | - Petru Ifteni
- Transilvania University of Brasov, 56 Nicolae Bălcescu Str., 500019 Brasov, Romania
| | | | - Lorena Dima
- Transilvania University of Brasov, 56 Nicolae Bălcescu Str., 500019 Brasov, Romania
| | - Paula-Simina Petric
- Transilvania University of Brasov, 56 Nicolae Bălcescu Str., 500019 Brasov, Romania
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Fu AZ, Pesa JA, Lakey S, Benson C. Healthcare resource utilization and costs before and after long-acting injectable antipsychotic initiation in commercially insured young adults with schizophrenia. BMC Psychiatry 2022; 22:250. [PMID: 35395757 PMCID: PMC8994268 DOI: 10.1186/s12888-022-03895-2] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/03/2021] [Accepted: 03/14/2022] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND Long-acting injectable (LAI) antipsychotics use is associated with improved adherence which can reduce the rate of relapse, hospitalization, and associated costs in patients with schizophrenia. Young adults could be at higher risk of poor adherence, hence use of LAI in this population may offer a benefit but the evidence is limited. This study aimed to compare clinical and economic outcomes before and after the initiation of LAI antipsychotics in commercially insured young adults (18-35 years of age) with schizophrenia. METHODS A retrospective claims data study was conducted using the data from the IBM MarketScan® Commercial Claims and Encounters (CCAE) Database. Patients with a continuous enrollment of at least 1-year before and 1-year after the first observed schizophrenia diagnosis (index date) and with the use of ≥1 typical or atypical LAI antipsychotic during the post-index follow-up period were included. A pre-post analysis was conducted to compare relapse rates, healthcare resource utilization, and costs before (from index date to LAI initiation) and after LAI initiation (to end of follow up). RESULTS A total of 2222 patients who initiated LAIs after an index schizophrenia diagnosis were identified. The per patient per month (PPPM) composite relapse event rate (0.109 pre-LAI to 0.073 post-LAI) and hospitalization rate (0.091 to 0.058), all-cause inpatient visits (0.231 to 0.119), and length of stay (2.694 to 1.092 days) significantly decreased from before LAI initiation to after LAI initiation with similar trends seen for mental health and schizophrenia-related measures (all significant; P < 0.0001). All-cause total costs ($4898 to $3078 PPPM) were also decreased after LAI initiation, with similar trends seen for mental health and schizophrenia-related costs (all significant; P < 0.0001). Although medication costs were higher post-LAI period ($311 to $542 PPPM), the cost increase was substantially offset by the decreased costs associated with total healthcare costs. CONCLUSIONS Treatment with LAI antipsychotics was associated with a decrease in relapse event rate, healthcare resource utilization, and costs after LAI initiation compared to before LAI initiation in commercially insured young adults with schizophrenia. Treatment with LAIs in young adults with schizophrenia is potentially associated with significant cost savings to commercial payers.
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Affiliation(s)
- Alex Z Fu
- Janssen Scientific Affairs, LLC, Titusville, NJ, USA
- Georgetown University Medical Center, Washington, DC, USA
| | | | - Susan Lakey
- Janssen Scientific Affairs, LLC, Titusville, NJ, USA
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Shields GE, Camacho E, Farragher T, Clarkson P, Verma A, Davies LM. Acknowledging Patient Heterogeneity in Economic Evaluations in Schizophrenia: A Systematic Review. VALUE IN HEALTH : THE JOURNAL OF THE INTERNATIONAL SOCIETY FOR PHARMACOECONOMICS AND OUTCOMES RESEARCH 2022; 25:147-156. [PMID: 35031093 DOI: 10.1016/j.jval.2021.07.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/15/2021] [Revised: 05/28/2021] [Accepted: 07/02/2021] [Indexed: 06/14/2023]
Abstract
OBJECTIVES Schizophrenia is a severe mental illness with heterogeneous etiology, range of symptoms, and course of illness. Cost-effectiveness analysis often applies averages from populations, which disregards patient heterogeneity even though there are a range of methods available to acknowledge patient heterogeneity. This review evaluates existing economic evaluations of interventions in schizophrenia to understand how patient heterogeneity is currently reflected in economic evaluation. METHODS Electronic searches of MEDLINE, Embase, and PsycINFO via Ovid and the Health Technology Assessment database were run to identify full economic evaluations of interventions aiming to reduce the symptoms associated with schizophrenia. Two levels of screening were used, and explicit inclusion criteria were applied. Prespecified data extraction and critical appraisal were performed. RESULTS Seventy-six relevant studies were identified. More than half (41 of 76) of the articles acknowledged patient heterogeneity in some way through discussion or methods. There was a range of patient characteristics considered, including demographics and socioeconomic factors (eg, age, educational level, ethnicity), clinical characteristics (eg, symptom severity, comorbidities), and preferences (eg, preferences related to outcomes or symptoms). Subgroup analyses were rarely reported (8 of 76). CONCLUSIONS Patient heterogeneity was frequently mentioned in studies but was rarely thoroughly investigated in the identified economic evaluations. When investigated, included patient characteristics and methods were found to be heterogeneous. Understanding and acknowledging patient heterogeneity may alter the conclusions of cost-effectiveness evaluations; subsequently, we would encourage further research in this area.
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Affiliation(s)
- Gemma E Shields
- Manchester Centre for Health Economics, Division of Population Health, Health Services Research, and Primary Care, School of Health Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, England, UK.
| | - Elizabeth Camacho
- Manchester Centre for Health Economics, Division of Population Health, Health Services Research, and Primary Care, School of Health Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, England, UK
| | - Tracey Farragher
- The Epidemiology and Public Health Group, Division of Population Health, Health Services Research, and Primary Care, School of Health Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, England, UK
| | - Paul Clarkson
- Social Care and Society, Division of Population Health, Health Services Research, and Primary Care, School of Health Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, England, UK
| | - Arpana Verma
- The Epidemiology and Public Health Group, Division of Population Health, Health Services Research, and Primary Care, School of Health Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, England, UK; Manchester Academic Health Science Centre, The University of Manchester, Manchester, England, UK
| | - Linda M Davies
- Manchester Centre for Health Economics, Division of Population Health, Health Services Research, and Primary Care, School of Health Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, England, UK
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Wang L, Shi F, Guan X, Xu H, Liu J, Li H. A Systematic Review of Methods and Study Quality of Economic Evaluations for the Treatment of Schizophrenia. Front Public Health 2021; 9:689123. [PMID: 34746073 PMCID: PMC8564012 DOI: 10.3389/fpubh.2021.689123] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2021] [Accepted: 09/21/2021] [Indexed: 02/03/2023] Open
Abstract
Background: Schizophrenia is a severe and complex disease with substantial economic and social burdens. Despite multiple treatment choices, adverse events, and impaired social functions are still challenges in clinical therapy. Pharmacoeconomic evaluations could provide evidence to help decision makers improve the utilization of scarce resources. However, there remains some challenges especially in modeling due to uncertainties in progression of schizophrenia. There are limited summaries about the overall methodologies of schizophrenia economic evaluations. Objective: The aim of this study is to review the existing economic evaluations of antipsychotics for the treatment of schizophrenia and summarize the evidence and methods applied. Methods: An electronic literature search was performed in PubMed, Web of Science, EBSCO host, The Cochrane Library and ScienceDirect from January 2014 to December 2020. Search terms included “schizophrenia,” “schizophrenic,” “pharmacoeconomic,” “economic evaluation,” “cost-effectiveness,” and “cost-utility.” The Literature was screened and extracted by two researchers independently and assessed with the Quality of Health Economic Studies (QHES) List and Consolidated Health Economic Evaluation Reporting Standards (CHEERS) Statement. Results: A total of 25 studies were included in the review. The regions included Europe, North America, Asia and Africa. Most of the studies chose second-generation antipsychotics as comparators and integrated treatment sequences. Time horizons varied from 1 year to lifetime. The healthcare sector was the most common perspective, accordingly, most of the evaluations considered only direct medical costs. The Markov model and decision tree model were the most common choices. Adverse events, compliance and persistence were considered important parameters. Quality-adjusted life-years were the major outcomes applied to the economic evaluations. All utilities for health states and adverse events were collected from published literature. All of the studies applied uncertainty analysis to explore the robustness of the results. The quality of the studies was generally satisfactory. However, improvements were needed in the choice of time horizons, the measurements of outcomes and the descriptions of assumptions. Conclusions: This study highlights the methodology of economic evaluation of schizophrenia. Recommendations for modeling method and future study are provided.
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Affiliation(s)
- Luying Wang
- School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing, China.,Center for Pharmacoeconomics and Outcomes Research, China Pharmaceutical University, Nanjing, China
| | - Fenghao Shi
- School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing, China.,Center for Pharmacoeconomics and Outcomes Research, China Pharmaceutical University, Nanjing, China
| | - Xin Guan
- School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing, China.,Center for Pharmacoeconomics and Outcomes Research, China Pharmaceutical University, Nanjing, China
| | - He Xu
- School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing, China.,Center for Pharmacoeconomics and Outcomes Research, China Pharmaceutical University, Nanjing, China
| | - Jing Liu
- Sumitomo Pharma (Suzhou) Co., Ltd., Shanghai, China
| | - Hongchao Li
- School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing, China.,Center for Pharmacoeconomics and Outcomes Research, China Pharmaceutical University, Nanjing, China
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Jin H, Robinson S, Shang W, Achilla E, Aceituno D, Byford S. Overview and Use of Tools for Selecting Modelling Techniques in Health Economic Studies. PHARMACOECONOMICS 2021; 39:757-770. [PMID: 34013440 DOI: 10.1007/s40273-021-01038-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 04/12/2021] [Indexed: 06/12/2023]
Abstract
The availability and use of tools to guide the choice of modelling technique are not well understood. Our study aims to review existing tools and explore the use of those tools in health economic models. Two reviews and one case study were conducted. Review 1 aimed to identify tools based on expert opinion and citation searching and explore the value of the tools for health economic models. Review 2, based on citation searching, aimed to describe how those tools have been used in health economic models. Both reviews were conducted using Web of Science and Scopus. Two independent reviewers selected studies for inclusion. A case study, focused on economic evaluations of antipsychotic medication in schizophrenia, was conducted to compare the modelling techniques used by existing models with modelling techniques recommended by identified tools. Seven tools were identified, of which the revised Brennan's toolkit, was assessed to be the most appropriate for health economic models. The seven tools were cited 126 times in publications reporting health economic models. Only 17 of these (13.5%) reported that they used the tool(s) to guide the choice of modelling technique. Application of these tools suggested discrete event simulation is most appropriate for modelling antipsychotic medication in schizophrenia, but discrete event simulation was only used by 17% of existing models. There is considerable inconsistency between the modelling techniques used by existing models and modelling techniques recommended by tools. It is recommended that for future modelling studies the choice of modelling technique should be justified, this can be achieved by the application of model selection tools, such as the revised Brennan's toolkit. Future research is required to explore the barriers to using model selection tools in health economic models and to update existing tools and make them easier to use.
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Affiliation(s)
- Huajie Jin
- King's Health Economics, Institute of Psychiatry, Psychology and Neuroscience at King's College London, The David Goldberg Centre, Box 024, London, SE5 8AF, UK.
| | - Stewart Robinson
- School of Business and Economics, Loughborough University, Epinal Way, Loughborough, LE11 3TU, UK
| | - Wenru Shang
- School of Public Health, Fudan University, No. 130, Dongan Road, Shanghai, 200032, People's Republic of China
| | | | - David Aceituno
- King's Health Economics, Institute of Psychiatry, Psychology and Neuroscience at King's College London, The David Goldberg Centre, Box 024, London, SE5 8AF, UK
| | - Sarah Byford
- King's Health Economics, Institute of Psychiatry, Psychology and Neuroscience at King's College London, The David Goldberg Centre, Box 024, London, SE5 8AF, UK
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El Khoury AC, Patel C, Mavros P, Huang A, Wang L, Bashyal R. Transitioning from Once-Monthly to Once-Every-3-Months Paliperidone Palmitate Among Veterans with Schizophrenia. Neuropsychiatr Dis Treat 2021; 17:3159-3170. [PMID: 34703236 PMCID: PMC8541768 DOI: 10.2147/ndt.s313067] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/08/2021] [Accepted: 09/21/2021] [Indexed: 11/23/2022] Open
Abstract
PURPOSE Compared to once-monthly paliperidone palmitate (PP1M), once-every-3-months paliperidone palmitate (PP3M) reportedly increases treatment adherence. The objective of this study was to compare treatment patterns, utilization, and costs among Veterans Health Administration (VHA) patients with schizophrenia who transitioned to PP3M versus those remaining on PP1M. PATIENTS AND METHODS Adult VHA patients with ≥2 health care encounters (inpatient or outpatient) that included a schizophrenia diagnosis who initiated PP1M between January 1, 2015, and March 31, 2018 (identification period) were included in this exploratory retrospective cohort study. Propensity scores were used to match cases (PP1M users who transitioned to PP3M during the identification period) with controls (any patient initiating PP1M during the identification period). Data were assessed until death, health plan disenrollment, or study end. Outcomes were compared using chi-square and t-tests. RESULTS A total of 257 eligible PP3M and 2973 eligible PP1M patients were identified among adult VHA patients; mean ages were 53.1 and 53.7 years, respectively. After propensity score matching, the PP3M and PP1M cohorts each held 111 patients. Comorbidities of patients treated with PP3M versus PP1M, respectively, included anxiety (12.5% vs 20%; standardized difference [STD] = 20.6), tobacco use (28.4% vs 43.2%; STD = 31.2), depressive disorder (26.5% vs 36.2%; STD = 21.1), and substance abuse (37.4% vs 44.2%; STD = 13.9). For the PP3M cohort, adherence (proportion of days covered ≥80%) to any antipsychotic agent was higher (78.4% vs 57.7%, P = 0.0009), and all-cause inpatient lengths of stay (LOS) were shorter (3.0 vs 8.3 days, P = 0.0354). Increased all-cause pharmacy costs with PP3M were offset by reduced all-cause medical costs, resulting in overall health care cost-neutrality. CONCLUSION Relative to those remaining on PP1M, VHA patients with schizophrenia who transitioned to PP3M experienced improved antipsychotic medication adherence and significantly shorter all-cause inpatient LOS; costs remained neutral.
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Affiliation(s)
| | - Charmi Patel
- Janssen Scientific Affairs, LLC, Titusville, NJ, USA
| | | | | | - Li Wang
- STATinMED Research, Plano, TX, USA
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Thalhauser S, Peterhoff D, Wagner R, Breunig M. Silica particles incorporated into PLGA-based in situ-forming implants exploit the dual advantage of sustained release and particulate delivery. Eur J Pharm Biopharm 2020; 156:1-10. [PMID: 32860903 DOI: 10.1016/j.ejpb.2020.08.020] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2020] [Revised: 07/16/2020] [Accepted: 08/20/2020] [Indexed: 11/19/2022]
Abstract
Poly (lactic-co-glycolic acid) (PLGA) in situ-forming implants are well-established drug delivery systems for controlled drug release over weeks up to months. To prevent initial burst release, which is still a major issue associated with PLGA-based implants, drugs attached to particulate carriers have been encapsulated. Unfortunately, former studies only investigated the resulting release of the soluble drugs and hence missed the potential offered by particulate drug release. In this study, we developed a system capable of releasing functional drug-carrying particles over a prolonged time. First, we evaluated the feasibility of our approach by encapsulating silica particles of different sizes (500 nm and 1 μm) and surface properties (OH or NH2 groups) into in situ-forming PLGA implants. In this way, we achieved sustained release of particles over periods ranging from 30 to 70 days. OH-carrying particles were released much more quickly when compared to NH2-modified particles. We demonstrated that the underlying release mechanisms involve size-dependent diffusion and polymer-particle interactions. Second, particles that carried covalently-attached ovalbumin (OVA) on their surfaces were incorporated into the implant. We demonstrated that OVA was released in association with the particles as functional entities over a period of 30 days. The released particle-drug conjugates maintained their colloidal stability and were efficiently taken up by antigen presenting cells. This system consisting of particles incorporated into PLGA-based in situ-forming implants offers the dual advantage of sustained and particulate release of drugs as a functional unit and has potential for future use in many applications, particularly in single-dose vaccines.
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Affiliation(s)
- Stefanie Thalhauser
- Department of Pharmaceutical Technology, University Regensburg, Universitaetsstrasse 31, 93040 Regensburg, Germany
| | - David Peterhoff
- Institute of Medical Microbiology and Hygiene, University Regensburg, Franz-Josef-Strauß-Allee 11, 93053 Regensburg, Germany
| | - Ralf Wagner
- Institute of Medical Microbiology and Hygiene, University Regensburg, Franz-Josef-Strauß-Allee 11, 93053 Regensburg, Germany; Institute of Clinical Microbiology and Hygiene, University Hospital Regensburg, Franz-Josef-Strauß-Allee 11, 93053 Regensburg, Germany
| | - Miriam Breunig
- Department of Pharmaceutical Technology, University Regensburg, Universitaetsstrasse 31, 93040 Regensburg, Germany.
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Jin H, Tappenden P, Robinson S, Achilla E, Aceituno D, Byford S. Systematic review of the methods of health economic models assessing antipsychotic medication for schizophrenia. PLoS One 2020; 15:e0234996. [PMID: 32649663 PMCID: PMC7351140 DOI: 10.1371/journal.pone.0234996] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2020] [Accepted: 06/05/2020] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Numerous economic models have assessed the cost-effectiveness of antipsychotic medications in schizophrenia. It is important to understand what key impacts of antipsychotic medications were considered in the existing models and limitations of existing models in order to inform the development of future models. OBJECTIVES This systematic review aims to identify which clinical benefits, clinical harms, costs and cost savings of antipsychotic medication have been considered by existing models, to assess quality of existing models and to suggest good practice recommendations for future economic models of antipsychotic medications. METHODS An electronic search was performed on multiple databases (MEDLINE, EMBASE, PsycInfo, Cochrane database of systematic reviews, The NHS Economic Evaluation Database and Health Technology Assessment database) to identify economic models of schizophrenia published between 2005-2020. Two independent reviewers selected studies for inclusion. Study quality was assessed using the National Institute for Health and Care Excellence (NICE) checklist and the Cooper hierarchy. Key impacts of antipsychotic medications considered by exiting models were descriptively summarised. RESULTS Sixty models were included. Existing models varied greatly in key impacts of antipsychotic medication included in the model, especially in clinical outcomes used for assessing reduction in psychotic symptoms and types of adverse events considered in the model. Quality of existing models was generally low due to failure to capture the health and cost impact of adverse events of antipsychotic medications and input data not obtained from best available source. Good practices for modelling antipsychotic medications are suggested. DISCUSSIONS This review highlights inconsistency in key impacts considered by different models, and limitations of the existing models. Recommendations on future research are provided.
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Affiliation(s)
- Huajie Jin
- King’s Health Economics (KHE), Institute of Psychiatry, Psychology & Neuroscience at King’s College London, London, United Kingdom
| | - Paul Tappenden
- Health Economics and Decision Science, School of Health and Related Research, University of Sheffield, Sheffield, United Kingdom
| | - Stewart Robinson
- School of Business and Economics, Loughborough University, Loughborough, United Kingdom
| | - Evanthia Achilla
- King’s Health Economics (KHE), Institute of Psychiatry, Psychology & Neuroscience at King’s College London, London, United Kingdom
| | - David Aceituno
- King’s Health Economics (KHE), Institute of Psychiatry, Psychology & Neuroscience at King’s College London, London, United Kingdom
| | - Sarah Byford
- King’s Health Economics (KHE), Institute of Psychiatry, Psychology & Neuroscience at King’s College London, London, United Kingdom
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Jin H, Tappenden P, Robinson S, Achilla E, MacCabe JH, Aceituno D, Byford S. A Systematic Review of Economic Models Across the Entire Schizophrenia Pathway. PHARMACOECONOMICS 2020; 38:537-555. [PMID: 32144726 DOI: 10.1007/s40273-020-00895-6] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
BACKGROUND Schizophrenia is associated with a high economic burden. Economic models can help to inform resource allocation decisions to maximise benefits to patients. OBJECTIVES This systematic review aims to assess the availability, quality and consistency of conclusions of health economic models evaluating the cost effectiveness of interventions for schizophrenia. METHODS An electronic search was performed on multiple databases (MEDLINE, EMBASE, PsycINFO, Cochrane database of systematic reviews, NHS Economic Evaluation Database and Health Technology Assessment database) to identify economic models of interventions for schizophrenia published between 2005 and 2020. Two independent reviewers selected studies for inclusion. Study quality was assessed using the National Institute for Health and Care Excellence (NICE) checklist and the Cooper hierarchy. Model characteristics and conclusions were descriptively summarised. RESULTS Seventy-three models met inclusion criteria. Seventy-eight percent of existing models assessed antipsychotics; however, due to inconsistent conclusions reported by different studies, no antipsychotic can be considered clearly cost effective compared with the others. A very limited number of models suggest that the following non-pharmacological interventions might be cost effective: psychosocial interventions, stratified tests, employment intervention and intensive intervention to improve liaison between primary and secondary care. The quality of included models is generally low due to use of a short time horizon, omission of adverse events of interventions, poor data quality and potential conflicts of interest. CONCLUSIONS This review highlights a lack of models for non-pharmacological interventions, and limitations of the existing models, including low quality and inconsistency in conclusions. Recommendations on future modelling approaches for schizophrenia are provided.
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Affiliation(s)
- Huajie Jin
- King's Health Economics, Institute of Psychiatry, Psychology and Neuroscience, King's College London, Box 024, The David Goldberg Centre, London, SE5 8AF, UK.
| | - Paul Tappenden
- Health Economics and Decision Science, School of Health and Related Research, University of Sheffield, Regent Court, 30 Regent Street, Sheffield, S1 4DA, UK
| | - Stewart Robinson
- School of Business and Economics, Loughborough University, Epinal Way, Loughborough, Leicestershire, LE11 3TU, UK
| | | | - James H MacCabe
- Department of Psychosis Studies, PO63, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, SE5 8AF, UK
| | - David Aceituno
- King's Health Economics, Institute of Psychiatry, Psychology and Neuroscience, King's College London, Box 024, The David Goldberg Centre, London, SE5 8AF, UK
| | - Sarah Byford
- King's Health Economics, Institute of Psychiatry, Psychology and Neuroscience, King's College London, Box 024, The David Goldberg Centre, London, SE5 8AF, UK
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Patel C, El Khoury A, Huang A, Wang L, Baser O, Joshi K. Health Outcomes Among Patients Diagnosed with Schizophrenia in the US Veterans Health Administration Population Who Transitioned from Once-Monthly to Once-Every-3-Month Paliperidone Palmitate: An Observational Retrospective Analysis. Adv Ther 2019; 36:2941-2953. [PMID: 31396809 DOI: 10.1007/s12325-019-01039-9] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2019] [Indexed: 12/19/2022]
Abstract
INTRODUCTION There is limited literature on treatment patterns, healthcare resource utilization (HRU), and costs among patients who transition from once-monthly paliperidone palmitate (PP1M) to once-every-3-month paliperidone palmitate (PP3M) in a real-world setting. Hence, this study compared treatment patterns, HRU, and costs 12-month pre- and post-PP3M transition among Veteran's Health Administration (VHA) patients with schizophrenia. METHODS Patients with schizophrenia (aged ≥ 18 years) who initiated PP1M and transitioned per on-label criteria to PP3M (no treatment gap of > 45 days in PP1M during the 4 months prior, same dose strength of the last two PP1M claims, and appropriate dose conversion from last PP1M to first PP3M claim) from January 2015 to March 2017 were included from the VHA database. The first transition date to PP3M was identified as the index date. Patients were required to have 12-month pre- and post-PP3M continuous health plan eligibility. Outcomes were compared using the Wilcoxon-signed rank and McNemar's test, appropriately. RESULTS The study included 122 patients [mean (SD) age: 54 (13.7) years]. Pre- and post-PP3M transition, 64.8% and 61.5% of patients were adherent (proportion of days covered ≥ 80%) to PP1M and PP3M, respectively. Comparison of HRU outcomes pre- and post-PP3M transition exhibited lower all-cause outpatient (37.5 vs. 31.1, p < 0.0001) and pharmacy visits (56.1 vs. 46.7, p < 0.0001). Similar trends were seen for mental health and schizophrenia-related outpatient and pharmacy HRU. Comparison of cost outcomes resulted in lower all-cause outpatient ($27,221 vs. $22,356, p = 0.0033), higher pharmacy ($16,349 vs. $17,003, p = 0.0076), lower total medical ($35,834 vs. $28,900, p = 0.0257), and no difference in total costs ($52,183 vs. $45,903, p = 0.3118). Similar trends were seen for mental health and schizophrenia-related costs. CONCLUSIONS Transition to PP3M was associated with a decline in outpatient and pharmacy visits. All-cause medical cost reduction fully offset increased pharmacy costs among VHA patients with schizophrenia who transitioned from PP1M to PP3M. FUNDING Janssen Scientific Affairs.
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Affiliation(s)
- Charmi Patel
- Janssen Scientific Affairs, LLC, 920 Rte. 202, Raritan, NJ, 08869, USA
| | - Antoine El Khoury
- Janssen Scientific Affairs, LLC, 920 Rte. 202, Raritan, NJ, 08869, USA
| | - Ahong Huang
- STATinMED, 5340 Legacy Dr. Suite 175, Plano, TX, 75024, USA.
| | - Li Wang
- STATinMED, 5340 Legacy Dr. Suite 175, Plano, TX, 75024, USA
| | - Onur Baser
- Department of Economics, MEF University, Ulus, Leylak Sk. No: 22, 34340, Istanbul, Turkey
| | - Kruti Joshi
- Janssen Scientific Affairs, LLC, 920 Rte. 202, Raritan, NJ, 08869, USA
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Zhou J, Millier A, François C, Aballéa S, Toumi M. Systematic review of utility values used in the pharmacoeconomic evaluations for schizophrenia: implications on cost-effectiveness results. JOURNAL OF MARKET ACCESS & HEALTH POLICY 2019; 7:1648973. [PMID: 31489150 PMCID: PMC6713214 DOI: 10.1080/20016689.2019.1648973] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/24/2019] [Revised: 07/18/2019] [Accepted: 07/22/2019] [Indexed: 06/10/2023]
Abstract
Background and Objectives: Utility elicitation studies for schizophrenia generate different utility values for the same health states. We reviewed utility values used in schizophrenia pharmacoeconomic evaluations and evaluated the impact of their selection on the incremental cost-effectiveness ratio (ICER). Methods: A systematic search was performed in Medline and Embase. Health state definitions, associated utility values, elicitation studies, and value selection processes were extracted. Sets of utility values for all schizophrenia health states were used in a cost-effectiveness model to evaluate the ICER. Results: Thirty-five cost-utility analyses (CUAs) referring to 11 utility elicitation studies were included. The most frequent health states were 'stable' (28 CUAs, 7 utility elicitation studies, 10 values, value range 0.650-0.919), 'relapse requiring hospitalisation' (18, 5, 7, 0.270-0.604), 'relapse not requiring hospitalisation' (18, 5, 10, 0.460-0.762), and 'relapse only' (10, 5, 6, 0.498-0.700). Seventeen sets of utility values were identified with difference in utility values between relapse and stable ranging from -0.358 to -0.050, resulting in ICERs ranging from -56.2% to +222.6% from average. Conclusion: The use of utility values for schizophrenia health states differs among CUAs and impacts on the ICER. More rigorous and transparent use of utility values and sensitivity analysis with different sets of utility values are suggested for future CUAs.
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Affiliation(s)
- Junwen Zhou
- Public Health Department, Aix-Marseille University, Marseille, France
| | - Aurélie Millier
- Health Economic and Outcome Research Department, Creativ-Ceutical, Paris, France
| | - Clément François
- Public Health Department, Aix-Marseille University, Marseille, France
- Health Economic and Outcome Research Department, Creativ-Ceutical, Paris, France
| | - Samuel Aballéa
- Health Economic and Outcome Research Department, Creativ-Ceutical, Rotterdam, Netherlands
| | - Mondher Toumi
- Public Health Department, Aix-Marseille University, Marseille, France
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Tatham LM, Savage AC, Dwyer A, Siccardi M, Scott T, Vourvahis M, Clark A, Rannard SP, Owen A. Towards a Maraviroc long-acting injectable nanoformulation. Eur J Pharm Biopharm 2019; 138:92-98. [DOI: 10.1016/j.ejpb.2018.04.009] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2018] [Revised: 04/09/2018] [Accepted: 04/12/2018] [Indexed: 10/17/2022]
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Huang A, Amos TB, Joshi K, Wang L, Nash A. Understanding healthcare burden and treatment patterns among young adults with schizophrenia. J Med Econ 2018; 21:1026-1035. [PMID: 30001651 DOI: 10.1080/13696998.2018.1500370] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
Abstract
BACKGROUND Schizophrenia is a serious public health problem that affects ∼1% of the US population. AIMS To examine treatment patterns and evaluate healthcare resource utilization (HRU) and costs among young adults (18-35 years) with schizophrenia who were early in the disease. MATERIALS AND METHODS Patients aged 18-64 years with ≥2 schizophrenia diagnoses in the identification period (January 1, 2012-September 30, 2015) and continuous enrollment for ≥12 months pre- and post-index date were identified from the OptumInsight Clinformatics DataMart. Demographics, clinical characteristics, HRU, costs, and treatment patterns were compared between schizophrenia and non-schizophrenia "controls" cohorts and between young (18-35 years) and older adults (36-64 years) with schizophrenia. RESULTS Among 9,889 schizophrenia patients, 23.70% were young adults (aged 18-35), had higher all-cause per-patient-per-year (PPPY) costs ($22,338 vs $7,332; p < .0001), higher inpatient costs ($8,857 vs $1,289; p < .0001), and longer inpatient length-of-stay (LOS) (5.0 vs 0.4 days, p < .0001; adjusted incidence rate ratio [aIRR] = 12.8; 95% confidence interval [CI] = 11.5-14.3) than controls. Among young adults with schizophrenia, there were more mental-health-related and fewer non-mental-health-related diagnoses compared to older adults with schizophrenia; 63.40% were male. Young adults with schizophrenia incurred higher inpatient costs ($15,692 vs $10,274; p < .0001) and longer inpatient LOS (9.6 vs 5.9 days, p < .0001; aIRR = 1.6; 95% CI = 1.4-1.8) compared to older adults with schizophrenia. A substantial proportion of patients were treated with oral antipsychotics vs long-acting injectables in both cohorts (young adults: 98.72% vs 9.71%; older adults: 98.10% vs 13.31%). LIMITATIONS Claims data are collected for payment and not research. The presence of a prescription claim does not indicate medication was consumed or taken as prescribed. CONCLUSIONS The economic burden for schizophrenia patients is substantial, especially among young adults. Based on this analysis, further research is warranted to better understand the association between adherent treatment patterns earlier in the disease and long-term health outcomes among patients with schizophrenia.
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Affiliation(s)
| | - Tony B Amos
- b Janssen Scientific Affairs , LLC , Titusville , NJ , USA
| | - Kruti Joshi
- b Janssen Scientific Affairs , LLC , Titusville , NJ , USA
| | - Li Wang
- a STATinMED Research , Plano , TX , USA
| | - Abigail Nash
- c Janssen Global Services, LLC , Titusville , NJ , USA
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Aigbogun MS, Liu S, Kamat SA, Sapin C, Duhig AM, Citrome L. Relapse prevention: a cost-effectiveness analysis of brexpiprazole treatment in adult patients with schizophrenia in the USA. CLINICOECONOMICS AND OUTCOMES RESEARCH 2018; 10:443-456. [PMID: 30147350 PMCID: PMC6101022 DOI: 10.2147/ceor.s160252] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023] Open
Abstract
OBJECTIVE This study used a decision-analytic framework to assess the cost-effectiveness of brexpiprazole vs comparator branded therapies for reducing relapses and hospitalizations among adults with schizophrenia from a US payer perspective. METHODS An economic model was developed to assess patients with stable schizophrenia initiating treatment with brexpiprazole (1-4 mg), cariprazine (1-6 mg), or lurasidone (40-80 mg) over a 1-year period. After 6 months, patients remained on treatment or discontinued due to relapse, adverse events, or other reasons. Patients who discontinued due to relapse or adverse events were assumed to have switched to other therapy, and those who discontinued due to other reasons were assumed to have received no therapy. Primary outcomes were incremental cost per relapse avoided and hospitalization avoided, and the secondary outcome was cost per quality-adjusted life-year (QALY) gained. Sensitivity and scenario analyses were also conducted. RESULTS Brexpiprazole was associated with the highest per-patient clinical effectiveness (avoided relapses 0.637, avoided hospitalizations 0.719, QALYs 0.707) among comparators, followed by cariprazine (avoided relapses 0.590, avoided hospitalizations 0.683, QALYs 0.683) and lurasidone (avoided relapses 0.400, avoided hospitalizations 0.536, QALYs 0.623). Annual per-patient health-care costs were lowest for brexpiprazole ($20,510), followed by cariprazine ($22,282) and lurasidone ($25,510). Brexpiprazole was the least costly and most effective treatment strategy for all outcomes. Results were sensitive to relapse rates and daily cost of brexpiprazole. Limitations include data principally obtained from drug-specific randomized withdrawal studies and lack of direct-comparison trials. CONCLUSION This analysis evaluated brexpiprazole treatment for the reduction of schizophrenia relapses and hospitalizations over a 1-year period compared to other recently available branded antipsychotics, and excluded generic antipsychotic treatments. Brexpiprazole treatment may lead to clinical benefits and medical cost savings, and provides a cost-effective treatment option for patients relatively to other branded second-generation antipsychotics.
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Affiliation(s)
- Myrlene S Aigbogun
- Health Economics and Outcomes Research, Otsuka Pharmaceutical Development and Commercialization, Inc, Princeton, NJ, USA,
| | - Sizhu Liu
- Global Health Economics and Outcomes Research, Xcenda, Palm Harbor, FL, USA
| | - Siddhesh A Kamat
- Health Economics and Outcomes Research, Otsuka Pharmaceutical Development and Commercialization, Inc, Princeton, NJ, USA,
| | | | - Amy M Duhig
- Global Health Economics and Outcomes Research, Xcenda, Palm Harbor, FL, USA
| | - Leslie Citrome
- Psychiatry and Behavioral Sciences, New York Medical College, Valhalla, NY, USA
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Zhou J, Millier A, Toumi M. Systematic review of pharmacoeconomic models for schizophrenia. JOURNAL OF MARKET ACCESS & HEALTH POLICY 2018; 6:1508272. [PMID: 30128087 PMCID: PMC6095033 DOI: 10.1080/20016689.2018.1508272] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/14/2018] [Revised: 07/24/2018] [Accepted: 07/26/2018] [Indexed: 06/08/2023]
Abstract
Background: Economic models are broadly used in the economic evaluation of antipsychotics in schizophrenia. Our objective was to summarize the structure of these models. Methods: Model-based economic evaluations of antipsychotics in schizophrenia were identified through Medline and Embase. General information was extracted including analysis type, model type, perspective, population, comparator, outcome, and timeframe. Model-specific structures for decision tree (DT), cohort- and patient-level Markov model (CLMM, PLMM), and discrete-event simulation (DES) models were extracted. Results: A screen of 1870 records identified 79 studies. These were mostly cost-utility analyses (n = 48) with CLMM (n = 32) or DT models (n = 29). They mostly applied payer perspective (n = 68), focused on general schizophrenia for relapse prevention (n = 73), compared pharmacotherapies as first-line (n = 71), and evaluated incremental cost per quality-adjusted life year (QALY) gained (n = 40) with a 1-year (n = 32) or 5-year (n = 26) projection. DT models progressed with the branching points of response, relapse, discontinuation, and adherence. CLMM models transitioned between disease states, whereas PLMM models transitioned between adverse event states with/without disease state. DES models moved forward with times to remission, relapse, psychiatrist visit, and death. Conclusions: A pattern of pharmacoeconomic models for schizophrenia was identified. More subtle structures and patient-level models are suggested for a future modelling exercise.
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Affiliation(s)
- Junwen Zhou
- Public Health Department, Aix-Marseille University, Marseille, France
| | - Aurélie Millier
- Health Economics and Outcomes Research Department, Creativ-Ceutical, Paris, France
| | - Mondher Toumi
- Public Health Department, Aix-Marseille University, Marseille, France
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Németh B, Fasseeh A, Molnár A, Bitter I, Horváth M, Kóczián K, Götze Á, Nagy B. A systematic review of health economic models and utility estimation methods in schizophrenia. Expert Rev Pharmacoecon Outcomes Res 2018; 18:267-275. [PMID: 29347854 DOI: 10.1080/14737167.2018.1430571] [Citation(s) in RCA: 34] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2017] [Accepted: 01/17/2018] [Indexed: 10/18/2022]
Abstract
INTRODUCTION There is a growing need for economic evaluations describing the disease course, as well as the costs and clinical outcomes related to the treatment of schizophrenia. AREAS COVERED A systematic review on studies describing health economic models in schizophrenia and a targeted literature review on utility mapping algorithms in schizophrenia were carried out. Models found in the review were collated and assessed in detail according to their type and various other attributes. Fifty-nine studies were included in the review. Modeling techniques varied from simple decision trees to complex simulation models. The models used various clinical endpoints as value drivers, 47% of the models used quality-adjusted life years, and eight percent used disability-adjusted life years to measure benefits, while others applied various clinical outcomes. Most models considered patients switching between therapies, and therapeutic adherence, compliance or persistence. The targeted literature review identified four main approaches to map PANSS scores to utility values. EXPERT COMMENTARY Health economic models developed for schizophrenia showed great variability, with simulation models becoming more frequently used in the last decade. Using PANSS scores as the basis of utility estimations is justifiable.
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Affiliation(s)
- Bertalan Németh
- a Modelling Division , Syreon Research Institute , Budapest , Hungary
| | - Ahmad Fasseeh
- a Modelling Division , Syreon Research Institute , Budapest , Hungary
| | - Anett Molnár
- a Modelling Division , Syreon Research Institute , Budapest , Hungary
| | - István Bitter
- b Department of Psychiatry and Psychotherapy , Semmelweis University , Budapest , Hungary
| | - Margit Horváth
- c Global Portfolio Development, Licensing & Strategic Pricing Department , Gedeon Richter Plc , Budapest , Hungary
| | - Kristóf Kóczián
- c Global Portfolio Development, Licensing & Strategic Pricing Department , Gedeon Richter Plc , Budapest , Hungary
| | - Árpád Götze
- c Global Portfolio Development, Licensing & Strategic Pricing Department , Gedeon Richter Plc , Budapest , Hungary
| | - Balázs Nagy
- a Modelling Division , Syreon Research Institute , Budapest , Hungary
- d Department of Health Policy and Health Economics , Eötvös Loránd University (ELTE) , Budapest , Hungary
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Einarson TR, Bereza BG, Garcia Llinares I, González Martín Moro B, Tedouri F, Van Impe K. Cost-effectiveness of 3-month paliperidone treatment for chronic schizophrenia in Spain. J Med Econ 2017; 20:1039-1047. [PMID: 28678566 DOI: 10.1080/13696998.2017.1351370] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
BACKGROUND A 3-month long treatment of paliperidone palmitate (PP3M) has been introduced as an option for treating schizophrenia. Its cost-effectiveness in Spain has not been established. AIMS To compare the costs and effects of PP3M compared with once-monthly paliperidone (PP1M) from the payer perspective in Spain. METHODS This study used the recently published trial by Savitz et al. as a core model over 1 year. Additional data were derived from the literature. Costs in 2016 Euros were obtained from official lists and utilities from Osborne et al. The authors conducted both cost-utility and cost-effectiveness analyses. For the former, the incremental cost per quality-adjusted life-year (QALY) gained was calculated. For the latter, the outcomes were relapses and hospitalizations avoided. To assure the robustness of the analyses, a series of 1-way and probability sensitivity analyses were conducted. RESULTS The expected cost was lower with PP3M (4,780€) compared with PP1M (5,244€). PP3M had the fewest relapses (0.080 vs 0.161), hospitalizations (0.034 v.s 0.065), and emergency room visits (0.045 v.s 0.096) and the most QALYs (0.677 v.s 0.625). In both cost-effectiveness and cost-utility analyses, PP3M dominated PP1M. Sensitivity analyses confirmed base case findings. For the primary analysis (cost-utility), PP3M dominated PP1M in 46.9% of 10,000 simulations and was cost-effective at a threshold of 30,000€/QALY gained. CONCLUSIONS PP3M dominated PP1M in all analyses and was, therefore, cost-effective for treating chronic relapsing schizophrenia in Spain. For patients who require long-acting therapy, PP3M appears to be a good alternative anti-psychotic treatment.
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Affiliation(s)
- Thomas R Einarson
- a Leslie Dan Faculty of Pharmacy , University of Toronto , Toronto , ON , Canada
| | - Basil G Bereza
- a Leslie Dan Faculty of Pharmacy , University of Toronto , Toronto , ON , Canada
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Owen A, Rannard S. Strengths, weaknesses, opportunities and challenges for long acting injectable therapies: Insights for applications in HIV therapy. Adv Drug Deliv Rev 2016; 103:144-156. [PMID: 26916628 PMCID: PMC4935562 DOI: 10.1016/j.addr.2016.02.003] [Citation(s) in RCA: 109] [Impact Index Per Article: 13.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2016] [Revised: 02/10/2016] [Accepted: 02/12/2016] [Indexed: 12/11/2022]
Abstract
Advances in solid drug nanoparticle technologies have resulted in a number of long-acting (LA) formulations with the potential for once monthly or longer administration. Such formulations offer great utility for chronic diseases, particularly when a lack of medication compliance may be detrimental to treatment response. Two such formulations are in clinical development for HIV but the concept of LA delivery has its origins in indications such as schizophrenia and contraception. Many terms have been utilised to describe the LA approach and standardisation would be beneficial. Ultimately, definitions will depend upon specific indications and routes of delivery, but for HIV we propose benchmarks that reflect perceived clinical benefits and available data on patient attitudes. Specifically, we propose dosing intervals of ≥1week, ≥1month or ≥6months, for oral, injectable or implantable strategies, respectively. This review focuses upon the critical importance of potency in achieving the LA outcome for injectable formulations and explores established and emerging technologies that have been employed across indications. Key technological challenges such as the need for consistency and ease of administration for drug combinations, are also discussed. Finally, the review explores the gaps in knowledge regarding the pharmacology of drug release from particulate-based LA injectable suspensions. A number of hypotheses are discussed based upon available data relating to local drug metabolism, active transport systems, the lymphatics, macrophages and patient-specific factors. Greater knowledge of the mechanisms that underpin drug release and protracted exposure will help facilitate further development of this strategy to achieve the promising clinical benefits.
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Affiliation(s)
- Andrew Owen
- Department of Molecular and Clinical Pharmacology, Institute of Translational Medicine, 70 Pembroke Place, University of Liverpool, Liverpool L693GF, UK
| | - Steve Rannard
- Department of Chemistry, Crown Street, University of Liverpool, L69 3BX, UK
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Costo efectividad de los antipsicóticos en el tratamiento de mantenimiento de la esquizofrenia en Colombia. ACTA ACUST UNITED AC 2016; 45:67-74. [DOI: 10.1016/j.rcp.2015.05.013] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2014] [Accepted: 12/15/2014] [Indexed: 11/20/2022]
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Einarson TR, Pudas H, Goswami P, van Impe K, Bereza BG. Pharmacoeconomics of long-acting atypical antipsychotics for acutely relapsed chronic schizophrenia in Finland. J Med Econ 2016; 19:111-20. [PMID: 26414966 DOI: 10.3111/13696998.2015.1100115] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
BACKGROUND Atypical long-acting injectable (LAI) antipsychotics are increasingly available for treating chronic schizophrenia in patients chronically non-adherent to prescribed regimens. Few economic studies have compared these products. PURPOSE To determine the cost-effectiveness of aripiprazole (ARI-LAI), paliperidone (PP-LAI), olanzapine (OLZ-LAI), and risperidone (RIS-LAI) in patients with chronic schizophrenia in Finland. METHODS A 1-year decision tree model was adapted with guidance from an expert panel. Patients started hospitalized in relapse; those who responded continued treatment, others were switched to secondary drugs, then clozapine in the event of 2nd line failure. Rates of adherence, stable disease, relapse, and hospitalization were taken from pivotal trials, and utilities from published research. Included were direct costs paid by the Finnish Ministry of Health, in 2015 euros. Outcomes included quality-adjusted life-years (QALYs), hospitalization rates, and rates of relapse not requiring hospitalization. Model robustness was assessed using a series of 1-way and multivariate sensitivity analyses. RESULTS Expected costs were lowest for PP-LAI at 41,148€, followed by 41,543€ for ARI-LAI, 42,067€ for RIS-LAI and 45,406€ for OLZ-LAI. Respective QALYs were 0.683, 0.671, 0.666, and 0.672. Re-hospitalization rates and non-admitted relapses were 23.6% and 3.9% for PP-LAI, 28.5% and 4.1% for ARI-LAI, 28.8% and 5.0% for RIS-LAI, 28.3% and 5.2% for OLZ-LAI. PP-LAI treatment was associated with the most days with stable disease (132.0), followed by OLZ-LAI (125.5), ARI-LAI (122.6), and RIS-LAI (114.4). Sensitive inputs between PP-LAI and ARI-LAI included rates of adherence, dropouts, and relapses plus drug prices; dropout and relapse rates for RIS-LAI; OLZ-LAI results were insensitive. In probability sensitivity analyses, PP-LAI dominated ARI-LAI in 75.8% of the 10,000 iterations, RIS-LAI in 83.1% and OLZ-LAI in 95.7%. CONCLUSIONS PP-LAI dominated the other atypicals. It appears to be the preferred option for treating chronic relapsing schizophrenia.
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Affiliation(s)
| | | | | | | | - Basil G Bereza
- d d Leslie Dan Faculty of Pharmacy, University of Toronto , Canada
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Dilla T, Möller J, O’Donohoe P, Álvarez M, Sacristán JA, Happich M, Tockhorn A. Long-acting olanzapine versus long-acting risperidone for schizophrenia in Spain - a cost-effectiveness comparison. BMC Psychiatry 2014; 14:298. [PMID: 25438678 PMCID: PMC4268824 DOI: 10.1186/s12888-014-0298-4] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/01/2013] [Accepted: 10/15/2014] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND In schizophrenia, medication adherence is critical to achieve better patient outcomes and to avoid relapses, which are responsible for a significant proportion of total healthcare costs for this chronic illness. The aim of this study was to assess the cost-effectiveness of olanzapine long-acting injection (OLAI) compared with risperidone long-acting injection (RLAI) in patients with schizophrenia in Spain. METHODS A discrete event simulation (DES) model was developed from a Spanish healthcare system perspective to estimate clinical and economic outcomes for patients with schizophrenia over a five-year period. Patients who had earlier responded to oral medication and have a history of relapse due to adherence problems were considered. Identical model populations were treated with either OLAI or RLAI. In the absence of a head-to-head clinical trial, discontinuation and relapse rates were obtained from open-label studies. The model accounted for age, gender, risks of relapse and discontinuation, relapse management, hospitalization, treatment switching and adverse events. Direct medical costs for the year 2011 and outcomes including relapse avoided, life years (LYs), and quality-adjusted life years (QALYs) were discounted at a rate of 3%. RESULTS When comparing RLAI and OLAI, the model predicts that OLAI would decrease 5-year costs by €2,940 (Standard Deviation between replications 300.83), and result in a QALY and LY gains of 0.07 (SD 0.019) and 0.04 (SD 0.025), respectively. Patients on OLAI had fewer relapses compared to RLAI (1.392 [SD 0.035] vs. 1.815 [SD 0.035]) and fewer discontinuations (1.222 [SD 0.031] vs. 1.710 [SD 0.039]). Sensitivity analysis indicated that the study was robust and conclusions were largely unaffected by changes in a wide range of parameters. CONCLUSIONS The present evaluation results in OLAI being dominant over RLAI, meaning that OLAI represents a more effective and less costly alternative compared to RLAI in the treatment of patients with schizophrenia in the Spanish setting.
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Affiliation(s)
- Tatiana Dilla
- Eli Lilly Spain, Av. de la Industria, 30, 28108, Alcobendas, Madrid, Spain.
| | - Jörgen Möller
- Evidera, 1 Butterwick, Hammersmith, London, W6 8DL, UK.
| | - Paul O’Donohoe
- CRF Health, 229–243 Brook House, Shepherds Bush Road, London, W6 7AN UK
| | - María Álvarez
- Eli Lilly Spain, Av. de la Industria, 30, 28108, Alcobendas, Madrid, Spain.
| | - José A Sacristán
- Eli Lilly Spain, Av. de la Industria, 30, 28108, Alcobendas, Madrid, Spain.
| | - Michael Happich
- Eli Lilly Deutschland GmbH, Werner-Reimers-Strasse 2-4, 61352, Bad Homburg, Germany.
| | - Antje Tockhorn
- Eli Lilly UK, Erl Wood Manor, Sunninghill Road, Windlesham, Surrey, GU20 6PH, UK.
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Einarson TR, Vicente C, Zilbershtein R, Piwko C, Bø CN, Pudas H, Jensen R, Hemels MEH. Pharmacoeconomics of depot antipsychotics for treating chronic schizophrenia in Sweden. Nord J Psychiatry 2014; 68:416-27. [PMID: 24274837 DOI: 10.3109/08039488.2013.852243] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
AIMS To determine the cost-effectiveness of long-acting injectable (LAI) antipsychotics for chronic schizophrenia in Sweden. METHODS A 1-year decision tree was developed for Sweden using published data and expert opinion. Five treatment strategies lasting 1 year were compared: paliperidone palmitate (PP-LAI), olanzapine pamoate (OLZ-LAI), risperidone (RIS-LAI), haloperidol decanoate (HAL-LAI) and olanzapine tablets (oral-OLZ). Patients intolerant/failing drugs switched to another depot; subsequent failures received clozapine. Resources and employment time lost (indirect costs) were costed in 2011 Swedish kroner (SEK), from standard government lists. The model calculated the average cost/patient and quality-adjusted life-years (QALYs), which were combined into incremental cost-effectiveness ratios. Multivariate and 1-way sensitivity analyses tested model stability. RESULTS PP-LAI followed by OLZ-LAI had the lowest cost/patient (189,696 SEK) and highest QALYs (0.817), dominating in the base case. OLZ-LAI followed by PP-LAI cost 229,775 SEK (0.812 QALY), RIS-LAI followed by HAL-LAI cost 221,062 SEK (0.804 QALY), HAL-LAI followed by oral-OLZ cost 243,411 SEK (0.776 QALY), and oral-OLZ followed by HAL-LAI cost 249,422 SEK (0.773 QALY). The greatest proportions of costs (52.5-83.8%) were for institutional care; indirect costs were minor (2.4-3.8%). RESULTS were sensitive to adherence and hospitalization rates, but not drug cost. PP-LAI followed by OLZ-LAI dominated OLZ-LAI followed by PP-LAI in 59.4% of simulations, RIS-LAI followed by HAL-LAI in 65.8%, HAL-LAI followed by oral-OLZ in 94.0% and oral-OLZ followed by HAL-LAI in 95.9%; PP-LAI followed by OLZ-LAI was dominated in 1.1% of the 40,000 iterations. CONCLUSION PP-LAI followed by OLZ-LAI was cost-effective in Sweden for chronic schizophrenia and cost-saving overall to the healthcare system.
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Citrome L, Kamat SA, Sapin C, Baker RA, Eramo A, Ortendahl J, Gutierrez B, Hansen K, Bentley TGK. Cost-effectiveness of aripiprazole once-monthly compared with paliperidone palmitate once-monthly injectable for the treatment of schizophrenia in the United States. J Med Econ 2014; 17:567-76. [PMID: 24758296 DOI: 10.3111/13696998.2014.917089] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
OBJECTIVE To develop a decision-analytic model to estimate the cost-effectiveness of initiating maintenance treatment with aripiprazole once-monthly (AOM) vs paliperidone long-acting injectable (PLAI) once-monthly among patients with schizophrenia in the US. METHODS A decision-analytic model was developed to evaluate a hypothetical cohort of patients initiating maintenance treatment with AOM or PLAI. Rates of relapse, adverse events (AEs), and direct medical costs were estimated for 1 year. Patients either remained on initial treatment or discontinued treatment due to lack of efficacy, AEs, or other reasons, including non-adherence. Data from placebo-controlled pivotal trials and product prescribing information (PI) were used to estimate treatment efficacy and AEs. Analyses were performed assuming dosing of clinical trials, real-world practice, PIs, and highest therapeutic dose available, because of variation in practice settings. The main outcome of interest was incremental cost per schizophrenia hospitalization averted with AOM vs PLAI. RESULTS Based on placebo-controlled pivotal trials' dosing, AOM improved clinical outcomes by reducing schizophrenia relapses vs PLAI (0.181 vs 0.277 per person per year [pppy]) at an additional cost of US$1276 pppy, resulting in an incremental cost-effectiveness ratio (ICER) of US$13,280/relapse averted. When PI dosing was assumed, this ICER increased to US$19,968/relapse averted. When real-world dosing and highest available dosing were assumed, AOM was associated with fewer relapses and lower overall treatment costs vs PLAI. CONCLUSIONS AOM consistently provided favorable clinical benefits. Under various dosing scenarios, AOM results indicated fewer relapses at lower overall costs or a reasonable cost-effectiveness threshold (i.e., less than the cost of a hospitalization relapse) vs PLAI. Given the heterogeneous nature of schizophrenia and variability in treatment response, health plans may consider open access for treatments like AOM. Since model inputs were based on data from separate placebo-controlled trials, generalization of results to the real-world setting is limited.
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Affiliation(s)
- Leslie Citrome
- Department of Psychiatry & Behavioral Sciences, New York Medical College , Valhalla, NY , USA
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Mauskopf J. Modelling technique, structural assumptions, input parameter values: which has the most impact on the results of a cost-effectiveness analysis? PHARMACOECONOMICS 2014; 32:521-523. [PMID: 24743914 DOI: 10.1007/s40273-014-0157-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/03/2023]
Affiliation(s)
- Josephine Mauskopf
- RTI Health Solutions, 3040 Cornwallis Road, Post Office Box 12194, Research Triangle Park, NC, 27709-2194, USA,
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von Schéele B, Mauskopf J, Brodtkorb TH, Ainsworth C, Berardo CG, Patel A. Relationship between modeling technique and reported outcomes: case studies in models for the treatment of schizophrenia. Expert Rev Pharmacoecon Outcomes Res 2014; 14:235-57. [DOI: 10.1586/14737167.2014.891443] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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Kojima T, Kaneko A, Hirano Y, Ishikawa H, Miyake H, Takagi H, Yabe Y, Kato T, Terabe K, Fukaya N, Tsuchiya H, Shioura T, Funahashi K, Hayashi M, Kato D, Matsubara H, Ishiguro N. Early aggressive intervention with tocilizumab for rheumatoid arthritis increases remission rate defined using a Boolean approach in clinical practice. Mod Rheumatol 2014. [DOI: 10.3109/s10165-011-0528-2] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
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Sonntag M, König HH, Konnopka A. The estimation of utility weights in cost-utility analysis for mental disorders: a systematic review. PHARMACOECONOMICS 2013; 31:1131-54. [PMID: 24293216 DOI: 10.1007/s40273-013-0107-9] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/16/2023]
Abstract
OBJECTIVE To systematically review approaches and instruments used to derive utility weights in cost-utility analyses (CUAs) within the field of mental disorders and to identify factors that may have influenced the choice of the approach. METHODS We searched the databases DARE (Database of Abstracts of Reviews of Effects), NHS EED (National Health Service Economic Evaluation Database), HTA (Health Technology Assessment), and PubMed for CUAs. Studies were included if they were full economic evaluations and reported quality-adjusted life-years as the health outcome. Study characteristics and instruments used to estimate utility weights were described and a logistic regression analysis was conducted to identify factors associated with the choice of either the direct (e.g. standard gamble) or the preference-based measure (PBM) approach (e.g. EQ-5D). RESULTS We identified 227 CUAs with a maximum in 2009, 2010, and 2012. Most CUAs were conducted in depression, dementia, or psychosis, and came from the US or the UK, with the EQ-5D being the most frequently used instrument. The application of the direct approach was significantly associated with depression, psychosis, and model-based studies. The PBM approach was more likely to be used in recent studies, dementia, Europe, and empirical studies. Utility weights used in model-based studies were derived from only a small number of studies. LIMITATIONS We only searched four databases and did not evaluate the quality of the included studies. CONCLUSIONS Direct instruments and PBMs are used to elicit utility weights in CUAs with different frequencies regarding study type, mental disorder, and country.
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Affiliation(s)
- Michael Sonntag
- Department of Health Economics and Health Services Research, Hamburg Center for Health Economics, University Medical Center Hamburg-Eppendorf, Martinistr. 52, 20246, Hamburg, Germany,
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Abstract
OBJECTIVE Model validation is important, but seldom applied in chronic schizophrenia. Validation consists of verifying the model itself for face validity (i.e., structure and inputs), cross-validation with other models assessing the same issue, and comparison with real-life outcomes. The primary purpose was to cross-validate a recent pharmacoeconomic model comparing long-acting injectable (LAI) antipsychotics for treating chronic schizophrenia in Sweden. The secondary purpose was to provide external validation. METHODS The model of interest was a decision tree analysis with a 1-year time horizon with costs in 2011 Swedish kroner. Drugs analyzed included paliperidone palmitate (PP-LAI), olanzapine pamoate (OLZ-LAI), risperidone (RIS-LAI), haloperidol (HAL-LAI), and oral olanzapine (oral-OLZ). Embase and Medline were searched from 1990-2012 for models examining LAIs. Articles were retrieved, with data extracted for all drugs compared including: expected costs, rates of hospitalization, proportion of time not in relapse, and associated QALYs. Outcomes from the model of interest were compared with those from other articles; costs were projected to 2012 using the consumer price index. RESULTS Twenty-six studies were used for validation; 14 of them provided evidence for cross-validation, 13 for external validation, and four for cost. In cross-validation, cost estimates varied -1.8% (range: -12.4-20.1%), hospitalizations 5.2% (-12.1-3.1%), stable disease 2.5% (-5.6-1.5%), QALYs 9.0% (4.3% after removing outliers). All estimates of clinical outcomes were within 15%. In external validation, hospitalization rates varied by 6.3% (-0.7-11.3%). The research was limited by data availability and validity of the original results. CONCLUSION Other models validated the outputs of our model very well.
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Affiliation(s)
- Thomas R Einarson
- Leslie Dan Faculty of Pharmacy, University of Toronto , Toronto, ON , Canada
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Einarson TR, Pudas H, Zilbershtein R, Jensen R, Vicente C, Piwko C, Hemels MEH. Cost-effectiveness analysis of atypical long-acting antipsychotics for treating chronic schizophrenia in Finland. J Med Econ 2013; 16:1096-105. [PMID: 23844621 DOI: 10.3111/13696998.2013.823869] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
OBJECTIVE In Finland, regional rates of schizophrenia exceed those in most countries, impacting the healthcare burden. This study determined the cost-effectiveness of long-acting antipsychotic (LAI) drugs paliperidone palmitate (PP-LAI), olanzapine pamoate (OLZ-LAI), and risperidone (RIS-LAI) for chronic schizophrenia. METHOD This study adapted a decision tree analysis from Norway for the Finnish National Health Service. Country-specific data were sought from the literature and public documents, guided by clinical experts. Costs of health services and products were retrieved from literature sources and current price lists. This simulation study estimated average 1-year costs for treating patients with each LAI, average remission days, rates of hospitalization and emergency room visits and quality-adjusted life-years (QALY). RESULTS PP-LAI was dominant. Its estimated annual average cost was €10,380/patient and was associated with 0.817 QALY; OLZ-LAI cost €12,145 with 0.810 QALY; RIS-LAI cost €12,074 with 0.809 QALY. PP-LAI had the lowest rates of hospitalization, emergency room visits, and relapse days. This analysis was robust against most variations in input values except adherence rates. PP-LAI was dominant over OLZ-LAI and RIS-LAI in 77.8% and 85.9% of simulations, respectively. Limitations include the 1-year time horizon (as opposed to lifetime costs), omission of the costs of adverse events, and the assumption of universal accessibility. CONCLUSION In Finland, PP-LAI dominated the other LAIs as it was associated with a lower cost and better clinical outcomes.
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Affiliation(s)
- Thomas R Einarson
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, Canada.
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Abstract
Risperidone long-acting injection (RLAI) was the first second-generation antipsychotic available as a long-acting injection. Paliperidone (9-hydroxyrisperidone) is the active metabolite of risperidone, introduced initially as an extended release oral (ORal Osmotic System, OROS®, Alza Corporation) formulation (Invega®, Janssen). Paliperidone long-acting injection (PLAI) has now been developed as a suspension of paliperidone palmitate nanocrystals in an aqueous formulation (Invega Sustenna®, Xeplion®), administered monthly by intramuscular injection (deltoid or gluteal). Doses of PLAI can be expressed either in milligram equivalents (mg eq) of paliperidone palmitate or in milligrams of the active fraction of paliperidone. The recommended initiation regimen of 150 mg eq (234 mg) on day 1 and 100 mg eq (156 mg) on day 8 (both administered in the deltoid) achieves therapeutic blood levels rapidly and without the necessity of oral supplementation. No refrigeration or reconstitution prior to administration is required. PLAI has been shown in to be effective in controlling the acute symptoms of schizophrenia as well as delaying time to relapse. Safety and tolerability are comparable to RLAI with no new safety signals. Thus, PLAI may represent the rational development of RLAI with greater ease of use.
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Affiliation(s)
- Pierre Chue
- Department of Psychiatry, University of Alberta, Edmonton, AL, Canada.
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Achilla E, McCrone P. The cost effectiveness of long-acting/extended-release antipsychotics for the treatment of schizophrenia: a systematic review of economic evaluations. APPLIED HEALTH ECONOMICS AND HEALTH POLICY 2013; 11:95-106. [PMID: 23494934 DOI: 10.1007/s40258-013-0016-2] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
Abstract
BACKGROUND Antipsychotic medication is the mainstay of treatment in schizophrenia. Long-acting medication has potential advantages over daily medication in improving compliance and thus reducing hospitalization and relapse rates. The high acquisition and administration costs of such formulations raise the need for pharmacoeconomic evaluation. OBJECTIVE The aim of this article is to provide a comprehensive review of the available evidence on the cost effectiveness of long-acting/extended-release antipsychotic medication and critically appraise the strength of evidence reported in the studies from a methodological viewpoint. METHODS Relevant studies were identified by searching five electronic databases: PsycINFO, MEDLINE, EMBASE, the NHS Economic Evaluation Database and the Health Technology Assessment database (HTA). Search terms included, but were not limited to, 'long-acting injection', 'economic evaluation', 'cost-effectiveness' and 'cost-utility'. No limits were applied for publication dates and language. Full economic evaluations on long-acting/extended-release antipsychotics were eligible for inclusion. Observational studies and clinical trials were also checked for cost-effectiveness information. Conference abstracts and poster presentations on the cost effectiveness of long-acting antipsychotics were excluded. Thirty-two percent of identified studies met the selection criteria. Pertinent abstracts were reviewed independently by two reviewers. Relevant studies underwent data extraction by one reviewer and were checked by a second, with any discrepancies being clarified during consensus meetings. Eligible studies were assessed for methodological quality using the quality checklist for economic studies recommended by the NICE guideline on interventions in the treatment and management of schizophrenia. RESULTS After applying the selection criteria, the final sample consisted of 28 studies. The majority of studies demonstrated that risperidone long-acting injection, relative to oral or other long-acting injectable drugs, was associated with cost savings and additional clinical benefits and was the dominant strategy in terms of cost effectiveness. However, olanzapine in either oral or long-acting injectable formulation dominated risperidone long-acting injection in a Slovenian and a US study. Furthermore, in two UK studies, the use of long-acting risperidone increased the hospitalization days and overall healthcare costs, relative to other atypical or typical long-acting antipsychotics. Finally, paliperidone extended-release was the most cost-effective treatment compared with atypical oral or typical long-acting formulations. From a methodological viewpoint, most studies employed decision analytic models, presented results using average cost-effectiveness ratios and conducted comprehensive sensitivity analyses to test the robustness of the results. LIMITATIONS Variations in study methodologies restrict consistent and direct comparisons across countries. The exclusion of a large body of potentially relevant conference abstracts as well as some papers being unobtainable may have increased the likelihood of misrepresenting the overall cost effectiveness of long-acting antipsychotics. Finally, the review process was restricted to qualitative assessment rather than a quantitative synthesis of results, which could provide more robust conclusions. CONCLUSIONS Atypical long-acting (especially risperidone)/extended-release antipsychotic medication is likely to be a cost-effective, first-line strategy for managing schizophrenia, compared with long-acting haloperidol and other oral or depot formulations, irrespective of country-specific differences. However, inconsistencies in study methodologies and in the reporting of study findings suggest caution needs to be applied in interpreting these findings.
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Affiliation(s)
- Evanthia Achilla
- Centre for Economics of Mental and Physical Health, Health Service and Population Research Department, PO24 Institute of Psychiatry, King's College London, De Crespigny Park, London SE5 8AF, UK
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Einarson TR, Vicente C, Zilbershtein R, Piwko C, Bø CN, Pudas H, Hemels MEH. Pharmacoeconomic analysis of paliperidone palmitate versus olanzapine pamoate for chronic schizophrenia in Norway. Acta Neuropsychiatr 2013; 25:85-94. [PMID: 25287309 DOI: 10.1111/j.1601-5215.2012.00670.x] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
OBJECTIVE Paliperidone palmitate long-acting injection (PP-LAI) has recently been approved for treatment of chronic schizophrenia. Its cost-effectiveness has not been established. The objective was to compare direct costs and outcomes between PP-LAI and olanzapine pamoate (OLZ-LAI) in treating chronic schizophrenia in Norway from the perspective of the government payer. METHODS We used a decision analytic model over a 1-year time horizon. Clinical inputs were derived from the literature and an expert panel; costs were taken from standard lists, adjusted to 2010 Norwegian kroner (NOK). Discounting was not done. Main outcomes included average cost per patient treated, hospitalisations, emergency room (ER) visits and quality-adjusted life years (QALYs). The pharmacoeconomic outcome was the incremental cost per QALY. Robustness was examined using one-way sensitivity analyses on critical variables and a 5000-iteration probabilistic Monte Carlo sensitivity analysis with all variables included. RESULTS PP-LAI generated 0.845 QALY at a cost of 151 336 NOK of which 23% was due to drugs; 25% of patients were hospitalised and another 12% required ER visits. OLZ-LAI cost 174 351 NOK (21% due to drugs); patient outcomes included 0.844 QALY, 27% hospitalisations and 14% ER visits. PP-LAI dominated OLZ-LAI in the base case. The analysis was reasonably robust against variations in drug cost but sensitive to small changes in adherence and hospitalisation rates. Overall, PP-LAI was dominant over OLZ-LAI in 54.5% of simulations. Replacing OLZ-LAI with PP-LAI would be cost saving for the Norwegian healthcare system. CONCLUSION PP-LAI was cost-effective compared with OLZ-LAI in treating patients with chronic schizophrenia in Norway but sensitive to changes in adherence and hospitalisation rates.
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Affiliation(s)
- Thomas R Einarson
- 1 Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, ON, Canada
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Development of a Population-Based Cost-Effectiveness Model of Chronic Graft-Versus-Host Disease in Spain. Clin Ther 2012; 34:1774-87. [DOI: 10.1016/j.clinthera.2012.06.029] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2012] [Revised: 06/21/2012] [Accepted: 06/29/2012] [Indexed: 11/20/2022]
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Einarson TR, Geitona M, Chaidemenos A, Karpouza V, Mougiakos T, Paterakis P, Ploumpidis D, Potamitis-Komis D, Zilbershtein R, Vicente C, Piwko C, Kakkavas P, Paparouni K, Jensen RCD, Hemels MEH. Pharmacoeconomic analysis of paliperidone palmitate for treating schizophrenia in Greece. Ann Gen Psychiatry 2012; 11:18. [PMID: 22747533 PMCID: PMC3430591 DOI: 10.1186/1744-859x-11-18] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/26/2012] [Accepted: 05/15/2012] [Indexed: 11/22/2022] Open
Abstract
BACKGROUND Patients having chronic schizophrenia with frequent relapses and hospitalizations represent a great challenge, both clinically and financially. Risperidone long-acting injection (RIS-LAI) has been the main LAI atypical antipsychotic treatment in Greece. Paliperidone palmitate (PP-LAI) has recently been approved. It is dosed monthly, as opposed to biweekly for RIS-LAI, but such advantages have not yet been analysed in terms of economic evaluation. PURPOSE To compare costs and outcomes of PP-LAI versus RIS-LAI in Greece. METHODS A cost-utility analysis was performed using a previously validated decision tree to model clinical pathways and costs over 1 year for stable patients started on either medication. Rates were taken from the literature. A local expert panel provided feedback on treatment patterns. All direct costs incurred by the national healthcare system were obtained from the literature and standard price lists; all were inflated to 2011 costs. Patient outcomes analyzed included average days with stable disease, numbers of hospitalizations, emergency room visits, and quality-adjusted life-years (QALYs). RESULTS The total annual healthcare cost with PP-LAI was €3529; patients experienced 325 days in remission and 0.840 QALY; 28% were hospitalized and 15% received emergency room treatment. With RIS-LAI, the cost was €3695, patients experienced 318.6 days in remission and 0.815 QALY; 33% were hospitalized and 17% received emergency room treatment. Thus, PP-LAI dominated RIS-LAI. Results were generally robust in sensitivity analyses with PP-LAI dominating in 74.6% of simulations. Results were sensitive to the price of PP-LAI. CONCLUSIONS PP-LAI appears to be a cost-effective option for treating chronic schizophrenia in Greece compared with RIS-LAI since it results in savings to the health care system along with better patient outcomes.
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Affiliation(s)
- Thomas R Einarson
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, ON M5V 3M8, Canada
| | - Maria Geitona
- Faculty of Social Policy, University of Peloponnese, Korinthos, Greece
| | | | | | | | | | - Dimitrios Ploumpidis
- Clinical and Social Psychiatry, University of Athens, Athens, Greece
- Mental Health Centre of the Psychiatric Clinic of Athens University, Athens, Greece
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Edwards NC, Muser E, Doshi D, Fastenau J. The threshold rate of oral atypical anti-psychotic adherence at which paliperidone palmitate is cost saving. J Med Econ 2012; 15:623-34. [PMID: 22332706 DOI: 10.3111/13696998.2012.667465] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
OBJECTIVE To identify, estimate, and compare 'real world' costs and outcomes associated with paliperidone palmitate compared with branded oral atypical anti-psychotics, and to estimate the threshold rate of oral atypical adherence at which paliperidone palmitate is cost saving. METHODS Decision analytic modeling techniques developed by Glazer and Ereshefsky have previously been used to estimate the cost-effectiveness of depot haloperidol, LAI risperidone, and, more recently, LAI olanzapine. This study used those same techniques, along with updated comparative published clinical data, to evaluate paliperidone palmitate. Adherence rates were based on strict Medication Event Monitoring System (MEMS) criteria. The evaluation was conducted from the perspective of US healthcare payers. RESULTS Paliperidone palmitate patients had fewer mean annual days of relapse (8.7 days; 6.0 requiring hospitalization, 2.7 not requiring hospitalization vs 17.8 days; 12.4 requiring hospitalization, 5.4 not requiring hospitalization), and lower annual total cost ($20,995) compared to oral atypicals (mean $22,481). Because paliperidone palmitate was both more effective and less costly, it is considered economically dominant. Paliperidone palmitate saved costs when the rate of adherence of oral atypical anti-psychotics was below 44.9% using strict MEMS criteria. Sensitivity analyses showed results were robust to changes in parameter values. For patients receiving 156 mg paliperidone palmitate, the annual incremental cost was $1216 per patient (ICER = $191 per day of relapse averted). Inclusion of generic risperidone (market share 18.6%) also resulted in net incremental cost for paliperidone palmitate ($120; ICER = $13). Limitations of this evaluation include use of simplifying assumptions, data from multiple sources, and generalizability of results. CONCLUSIONS Although uptake of LAIs in the US has not been as rapid as elsewhere, many thought leaders emphasize their importance in optimizing outcomes in patients with adherence problems. The findings of this analysis support the cost-effectiveness of paliperidone palmitate in these patients.
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Long-acting injectable antipsychotics in first-episode schizophrenia. SCHIZOPHRENIA RESEARCH AND TREATMENT 2012; 2012:318535. [PMID: 22966433 PMCID: PMC3432356 DOI: 10.1155/2012/318535] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 06/12/2012] [Accepted: 06/12/2012] [Indexed: 11/20/2022]
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Early aggressive intervention with tocilizumab for rheumatoid arthritis increases remission rate defined using a Boolean approach in clinical practice. Mod Rheumatol 2011; 22:370-5. [PMID: 21931942 DOI: 10.1007/s10165-011-0528-2] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2011] [Accepted: 08/23/2011] [Indexed: 10/17/2022]
Abstract
The goal of treating rheumatoid arthritis (RA) should be remission, for which a new definition was proposed in 2011. To determine which patients can achieve the new Boolean-based definition of remission in clinical practice, we analyzed factors associated with remission in 123 patients who received tocilizumab for 52 weeks. We found that patients with short disease duration (<4.8 years) had a significantly higher rate of remission (31.7%) than those with longer disease duration, and patient global assessment was the most important factor for achieving remission. Multivariate analysis revealed the following predictors of remission: short disease duration [<4.8 years; odds ratio (OR) 2.5, 95% confidence interval (CI) 1.4-4.7] and lower disease activity [28-joint disease activity score-erythrocyte sedimentation rate (DAS28-ESR) <5.23; OR 2.5, 95% CI 1.2-5.1). In this study, we showed that remission, as newly defined using a Boolean approach, is a realistic goal for patients treated with tocilizumab with short disease duration in real-world clinical practice.
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