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Abraham K, Corro Ramos I, Braal CL, Feenstra T, Kleijburg A, van Voorn GAK, Uyl-de Groot C. Under-reporting of Validation Efforts for Health Economic Models Persists Despite the Availability of Validation Tools: A Systematic Review. PHARMACOECONOMICS 2025:10.1007/s40273-025-01491-2. [PMID: 40293688 DOI: 10.1007/s40273-025-01491-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 03/23/2025] [Indexed: 04/30/2025]
Abstract
OBJECTIVE In this study we aimed to identify possible changes over time in validation efforts and the way in which they are reported for model-based health economic (HE) evaluations, given the introduction of several new validation tools and methods in the past decade. METHODS A systematic review was conducted using PubMed and Embase on published HE models for early breast cancer (EBC) for the period 2016 to 2024. AdViSHE-consisting of four validation categories that cover the main HE model aspects-was utilized to systematically evaluate the reported evaluation efforts. The percentage of studies reporting validation per category was compared with the review by de Boer et al. that covers the years 2008 to 2015. RESULTS Of the 2199 records, 78 studies fulfilled the eligibility criteria. Reported validation efforts did not significantly improve compared with the previous period, except for the validation of input data by experts. Reporting on the validation of the conceptual model remained low with around 10% of the studies providing validation. Validation of the computerized model and validation against outcomes using alternative input data were the most underreported validation categories with < 4% of the studies. The validation of model outcomes, specifically cross validity and the comparison with empirical data, remained the most reported categories in this review also, with 52% and 36%, respectively. When validation efforts were reported, this was done in a non-systematic manner, and the tests and results were rarely detailed. CONCLUSION Overall reporting of validation efforts for model-based HE evaluations in the past decade did not significantly change compared with the previous decade.
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Affiliation(s)
- Katharina Abraham
- Erasmus University Rotterdam (EUR), Erasmus School of Health Policy and Management, Rotterdam, South Holland, The Netherlands.
| | - Isaac Corro Ramos
- Institute for Medical Technology Assessment (iMTA), EUR, Rotterdam, South Holland, The Netherlands
| | - C Louwrens Braal
- Department of Medical Oncology, Erasmus University MC Cancer Institute, Rotterdam, The Netherlands
| | - Talitha Feenstra
- Faculty of Science and Engineering, University of Groningen, Groningen Research Institute of Pharmacy, Groningen, The Netherlands
- National Institute for Public Health and the Environment (RIVM), Bilthoven, The Netherlands
| | - Anne Kleijburg
- Department of Health Services Research, CAPHRI Care and Public Health Research Institute, Maastricht University, Maastricht, The Netherlands
- Centre of Economic Evaluations and Machine Learning, Trimbos Institute, Netherlands Institute of Mental Health and Addiction, Utrecht, The Netherlands
| | - George A K van Voorn
- Applied Mathematics and Statistics/Biometrics, Wageningen University and Research, Wageningen, The Netherlands
| | - Carin Uyl-de Groot
- Erasmus School of Health Policy and Management, EUR, Rotterdam, South Holland, The Netherlands
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Chauhan AS, Sharma D, Mehndiratta A, Gupta N, Garg B, Kumar AP, Prinja S. Validating the rigour of adaptive methods of economic evaluation. BMJ Glob Health 2023; 8:e012277. [PMID: 37751935 PMCID: PMC10533726 DOI: 10.1136/bmjgh-2023-012277] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2023] [Accepted: 08/29/2023] [Indexed: 09/28/2023] Open
Abstract
BACKGROUND There has been a lot of debate on how to 'generalise' or 'translate' findings of economic evaluation (EE) or health technology assessment (HTA) to other country contexts. Researchers have used various adaptive HTA (aHTA) methods like model-adaptation, price-benchmarking, scorecard-approach, etc., for transferring evidence from one country to other. This study was undertaken to assess the degree of accuracy in results generated from aHTA approaches specifically for EE. METHODS By applying selected aHTA approaches, we adapted findings of globally published EE to Indian context. The first-step required identifying two interventions for which Indian EE (referred to as the 'Indian reference study') has been conducted. The next-step involved identification of globally published EE. The third-step required undertaking quality and transferability check. In the fourth step, outcomes of EE meeting transferability standards, were adapted using selected aHTA approaches. Lastly, adapted results were compared with findings of the Indian reference study. RESULTS The adapted cost estimates varied considerably, while adapted quality-adjusted life-years did not differ much, when matched with the Indian reference study. For intervention I (trastuzumab), adapted absolute costs were 11 and 6 times higher than the costs reported in the Indian reference study for control and intervention arms, respectively. Likewise, adapted incremental cost and incremental cost-effectiveness ratio (ICER) were around 3.5-8 times higher than the values reported in the Indian reference study. For intervention II (intensity-modulated radiation therapy), adapted absolute cost was 35% and 12% lower for the comparator and intervention arms, respectively, than the values reported in the Indian reference study. The mean incremental cost and ICER were 2.5 times and 1.5 times higher, respectively, than the Indian reference study values. CONCLUSION We conclude that findings from aHTA methods should be interpreted with caution. There is a need to develop more robust aHTA approaches for cost adjustment. aHTA may be used for 'topic prioritisation' within the overall HTA process, whereby interventions which are highly cost-ineffective, can be directly ruled out, thus saving time and resources for conducting full HTA for interventions that are not well studied or where evidence is inconclusive.
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Affiliation(s)
- Akashdeep Singh Chauhan
- Department of Community Medicine and School of Public Health, Post Graduate Institute of Medical Education and Research, Chandigarh, India
| | - Deepshikha Sharma
- Department of Community Medicine and School of Public Health, Post Graduate Institute of Medical Education and Research, Chandigarh, India
| | | | - Nidhi Gupta
- Department of Radiation Oncology, Government Medical College and Hospital, Chandigarh, India
| | - Basant Garg
- National Health Authority, Ayushman Bharat PM-JAY, Government of India, New Delhi, India
| | - Amneet P Kumar
- Department of Women and Child Development, Government of Haryana, Panchkula, Haryana, India
| | - Shankar Prinja
- Department of Community Medicine and School of Public Health, Post Graduate Institute of Medical Education and Research, Chandigarh, India
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Hollingworth SA, Leaupepe GA, Nonvignon J, Fenny AP, Odame EA, Ruiz F. Economic evaluations of non-communicable diseases conducted in Sub-Saharan Africa: a critical review of data sources. COST EFFECTIVENESS AND RESOURCE ALLOCATION 2023; 21:57. [PMID: 37641087 PMCID: PMC10463745 DOI: 10.1186/s12962-023-00471-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2023] [Accepted: 08/23/2023] [Indexed: 08/31/2023] Open
Abstract
BACKGROUND Policymakers in sub-Saharan Africa (SSA) face challenging decisions regarding the allocation of health resources. Economic evaluations can help decision makers to determine which health interventions should be funded and or included in their benefits package. A major problem is whether the evaluations incorporated data from sources that are reliable and relevant to the country of interest. We aimed to review the quality of the data sources used in all published economic evaluations for cardiovascular disease and diabetes in SSA. METHODS We systematically searched selected databases for all published economic evaluations for CVD and diabetes in SSA. We modified a hierarchy of data sources and used a reference case to measure the adherence to reporting and methodological characteristics, and descriptively analysed author statements. RESULTS From 7,297 articles retrieved from the search, we selected 35 for study inclusion. Most were modelled evaluations and almost all focused on pharmacological interventions. The studies adhered to the reporting standards but were less adherent to the methodological standards. The quality of data sources varied. The quality level of evidence in the data domains of resource use and costs were generally considered of high quality, with studies often sourcing information from reliable databases within the same jurisdiction. The authors of most studies referred to data sources in the discussion section of the publications highlighting the challenges of obtaining good quality and locally relevant data. CONCLUSIONS The data sources in some domains are considered high quality but there remains a need to make substantial improvements in the methodological adherence and overall quality of data sources to provide evidence that is sufficiently robust to support decision making in SSA within the context of UHC and health benefits plans. Many SSA governments will need to strengthen and build their capacity to conduct economic evaluations of interventions and health technology assessment for improved priority setting. This capacity building includes enhancing local infrastructures for routine data production and management. If many of the policy makers are using economic evaluations to guide resource allocation, it is imperative that the evidence used is of the feasibly highest quality.
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Affiliation(s)
| | | | | | - Ama Pokuaa Fenny
- Institute of Social, Statistical and Economic Research, University of Ghana, Accra, Ghana
| | - Emmanuel A Odame
- Dept of Medical Affairs, Korle Bu Teaching Hospital, Accra, Ghana
| | - Francis Ruiz
- Department of Global Health and Development, London School of Hygiene and Tropical Medicine, London, UK
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Schmidt C, Matlala M, Godman B, Kurdi A, Meyer JC. Perceptions of and Preparedness for the Application of Pharmacoeconomics in Practice, among Final Year Bachelor of Pharmacy Students in South Africa: A National Cross-Sectional Study. PHARMACY 2023; 11:pharmacy11020054. [PMID: 36961033 PMCID: PMC10037603 DOI: 10.3390/pharmacy11020054] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Revised: 03/10/2023] [Accepted: 03/11/2023] [Indexed: 03/17/2023] Open
Abstract
For the improvement of access to health, many countries including South Africa, have adopted universal healthcare. However, this requires skills to apply health technology assessments for the facilitation of investment decisions. This study aimed to ascertain final year Bachelor of Pharmacy (BPharm) students' perceptions of the relevance of pharmacoeconomics in pharmacy practice, and their level of preparedness to apply pharmacoeconomic principles, using a quantitative, cross-sectional, and descriptive design. Data were collected using a self-administered questionnaire over 12 months, and included student demographics, knowledge about pharmacoeconomics and its applicability in practice, as well as students' satisfaction with the appropriateness of the curriculum content. Five of nine universities offering pharmacy education took part. The overallstudent response rate was 38.1% (189/496), with 26.2% (45/172) of students signifying a good understanding of basic pharmacoeconomic concepts. Pharmacoeconomics application in South Africa was perceived to be relevant by 87.5% (140/160); however, 47.0% (79/168) felt they were not prepared to apply pharmacoeconomic principles in medicine management, and 86.7% (137/158) wanted to acquire additional pharmacoeconomic knowledge. Whilst students' perceptions of the relevance of pharmacoeconomics were positive, results indicated a gap in knowledge, understanding, and application. Addressing this gap may increase students' preparedness to apply pharmacoeconomic principles and better equip them for the practical application of pharmacoeconomics post qualification. Consequently, we have started this process.
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Affiliation(s)
- Carlien Schmidt
- Department of Public Health Pharmacy and Management, School of Pharmacy, Sefako Makgatho Health Sciences University, Molotlegi Street, Garankuwa, Pretoria 0208, South Africa
| | - Moliehi Matlala
- Department of Public Health Pharmacy and Management, School of Pharmacy, Sefako Makgatho Health Sciences University, Molotlegi Street, Garankuwa, Pretoria 0208, South Africa
| | - Brian Godman
- Department of Public Health Pharmacy and Management, School of Pharmacy, Sefako Makgatho Health Sciences University, Molotlegi Street, Garankuwa, Pretoria 0208, South Africa
- Department of Pharmacoepidemiology, Strathclyde Institute of Pharmacy and Biomedical Sciences, University of Strathclyde, Glasgow G4 0RE, UK
- Centre of Medical and Bio-Allied Health Sciences Research, Ajman University, Ajman 346, United Arab Emirates
| | - Amanj Kurdi
- Department of Public Health Pharmacy and Management, School of Pharmacy, Sefako Makgatho Health Sciences University, Molotlegi Street, Garankuwa, Pretoria 0208, South Africa
- Department of Pharmacoepidemiology, Strathclyde Institute of Pharmacy and Biomedical Sciences, University of Strathclyde, Glasgow G4 0RE, UK
- Department of Pharmacology, College of Pharmacy, Hawler Medical University, Erbil 44001, Iraq
| | - Johanna C Meyer
- Department of Public Health Pharmacy and Management, School of Pharmacy, Sefako Makgatho Health Sciences University, Molotlegi Street, Garankuwa, Pretoria 0208, South Africa
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Heupink LF, Peacocke EF, Sæterdal I, Chola L, Frønsdal K. Considerations for transferability of health technology assessments: a scoping review of tools, methods, and practices. Int J Technol Assess Health Care 2022; 38:e78. [PMID: 36321421 DOI: 10.1017/s026646232200321x] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
Abstract
Health technology assessment (HTA) is commonly used to guide evidence-informed decisions to optimize resource use, prioritize policies, and support countries to achieve universal health coverage. Producing HTAs requires time, scientific expertise, and political commitment, but these are not available in all settings - especially in low- and middle-income countries (LMIC) where HTA processes may be less institutionalized. Transferring and adapting existing HTAs to local settings may offer a solution while reducing duplication efforts. This scoping review aims to provide an overview of tools, methods, approaches, and considerations which can aid HTA transfers. We systematically searched (from 2005 to 2020) six databases and, using predefined inclusion criteria, included twenty-two studies. Data extraction followed a structured process, while synthesis was more iterative. We identified a common approach for HTA transfers. It follows the de novo process of undertaking original HTAs, but with additional steps to assess relevance (applicability), quality, and transferability, as well as steps to adapt parameters where necessary. The EUnetHTA Adaptation Toolkit was the only tool that provided guidance for adapting multiple HTA domains. Other tools were specific to systematic reviews (n = 1) or economic evaluations (n = 12), where one provided guidance for systematic reviews of economic evaluations. Eight papers reported transferring an HTA, with only one transferring to an LMIC. Finally, we reported issues that may facilitate or hinder transferability. In conclusion, we identified fourteen transfer approaches in the form of guidance or checklists, but harmonized and pragmatic guidance for HTA transfers to suit settings with limited HTA capacity seems warranted.
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Affiliation(s)
- Lieke Fleur Heupink
- Norwegian Institute of Public Health, Global Health, Division for Health Services Oslo, Norway
| | | | - Ingvil Sæterdal
- Norwegian Institute of Public Health, Global Health, Division for Health Services Oslo, Norway
| | - Lumbwe Chola
- Norwegian Institute of Public Health, Global Health, Division for Health Services Oslo, Norway
| | - Katrine Frønsdal
- Norwegian Institute of Public Health, Global Health, Division for Health Services Oslo, Norway
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Synnott PG, Lin PJ, Hickson SS, Glaetzer C, Ollendorf DA. Is Value Portable? An Examination of Contextual and Practical Considerations that Affect the Transferability of Value Assessments between Settings. Int J Technol Assess Health Care 2022; 38:1-26. [PMID: 35443906 DOI: 10.1017/s026646232200023x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
Abstract
Objectives
The extent to which value assessments are uniquely deployed in any given geographic setting is variable. Increasingly, markets are seeking insights from external health technology assessments (HTAs) to assist with decisions surrounding the adoption of new technologies. We reviewed the environment, infrastructure, and practice of value assessment in six countries, with a focus on how these elements influence the transferability of value assessments between settings.
Methods
We reviewed the diverse settings in which six organizations conducting HTA operate, and explored how differences might affect the transferability of value assessment. We focused attention on Australia’s Pharmaceutical Benefits Advisory Committee, China’s National Center for Medicine and HTA, Germany’s Institut für Qualität und Wirtschaftlichkeit im Gesundheitswesen, Japan’s Center for Outcomes Research and Economic Evaluation for Health (Core 2 Health), the National Institute for Health and Care Excellence in England and Wales, and the Institute for Clinical and Economic Review in the United States.
Results
HTA is adopted to address unique objectives for a given health system and is tailored to support local standards and preferences. Some elements of a value assessment, such as evidence on clinical effectiveness, may be more transferable than others. It is challenging to appropriately adjust external assessments to the local context.
Conclusions
Contextual differences influence both the role and application of HTA. These differences limit the transferability of value assessments from one setting to another. De novo appraisals, customized to the local decision context, are the ideal approach to determinations about value.
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Erfani P, Bhangdia K, Stauber C, Mugunga JC, Pace LE, Fadelu T. Economic Evaluations of Breast Cancer Care in Low- and Middle-Income Countries: A Scoping Review. Oncologist 2021; 26:e1406-e1417. [PMID: 34050590 PMCID: PMC8342576 DOI: 10.1002/onco.13841] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2021] [Accepted: 04/23/2021] [Indexed: 12/17/2022] Open
Abstract
BACKGROUND Understanding the cost of delivering breast cancer (BC) care in low- and middle-income countries (LMICs) is critical to guide effective care delivery strategies. This scoping review summarizes the scope of literature on the costs of BC care in LMICs and characterizes the methodological approaches of these economic evaluations. MATERIALS AND METHODS A systematic literature search was performed in five databases and gray literature up to March 2020. Studies were screened to identify original articles that included a cost outcome for BC diagnosis or treatment in an LMIC. Two independent reviewers assessed articles for eligibility. Data related to study characteristics and methodology were extracted. Study quality was assessed using the Drummond et al. checklist. RESULTS Ninety-one articles across 38 countries were included. The majority (73%) of studies were published between 2013 and 2020. Low-income countries (2%) and countries in Sub-Saharan Africa (9%) were grossly underrepresented. The majority of studies (60%) used a health care system perspective. Time horizon was not reported in 30 studies (33%). Of the 33 studies that estimated the cost of multiple steps in the BC care pathway, the majority (73%) were of high quality, but studies varied in their inclusion of nonmedical direct and indirect costs. CONCLUSION There has been substantial growth in the number of BC economic evaluations in LMICs in the past decade, but there remain limited data from low-income countries, especially those in Sub-Saharan Africa. BC economic evaluations should be prioritized in these countries. Use of existing frameworks for economic evaluations may help achieve comparable, transparent costing analyses. IMPLICATIONS FOR PRACTICE There has been substantial growth in the number of breast cancer economic evaluations in low- and middle-income countries (LMICs) in the past decade, but there remain limited data from low-income countries. Breast cancer economic evaluations should be prioritized in low-income countries and in Sub-Saharan Africa. Researchers should strive to use and report a costing perspective and time horizon that captures all costs relevant to the study objective, including those such as direct nonmedical and indirect costs. Use of existing frameworks for economic evaluations in LMICs may help achieve comparable, transparent costing analyses in order to guide breast cancer control strategies.
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Affiliation(s)
- Parsa Erfani
- Harvard Medical SchoolBostonMassachusettsUSA
- Harvard T.H. Chan School of Public HealthBostonMassachusettsUSA
| | | | | | - Jean Claude Mugunga
- Harvard Medical SchoolBostonMassachusettsUSA
- Partners In HealthBostonMassachusettsUSA
| | - Lydia E. Pace
- Harvard Medical SchoolBostonMassachusettsUSA
- Brigham and Women's HospitalBostonMassachusettsUSA
| | - Temidayo Fadelu
- Harvard Medical SchoolBostonMassachusettsUSA
- Dana‐Farber Cancer InstituteBostonMassachusettsUSA
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Nemzoff C, Ruiz F, Chalkidou K, Mehndiratta A, Guinness L, Cluzeau F, Shah H. Adaptive health technology assessment to facilitate priority setting in low- and middle-income countries. BMJ Glob Health 2021; 6:bmjgh-2020-004549. [PMID: 33903175 PMCID: PMC8076924 DOI: 10.1136/bmjgh-2020-004549] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2020] [Revised: 03/31/2021] [Accepted: 04/01/2021] [Indexed: 11/04/2022] Open
Affiliation(s)
- Cassandra Nemzoff
- International Decision Support Initiative, Center for Global Development, London, UK
| | - Francis Ruiz
- International Decision Support Initiative, Center for Global Development, London, UK.,Global Health and Development Group, Imperial College London Department of Infectious Disease Epidemiology, London, UK
| | - Kalipso Chalkidou
- International Decision Support Initiative, Center for Global Development, London, UK.,Global Health and Development Group, Imperial College London Department of Infectious Disease Epidemiology, London, UK
| | - Abha Mehndiratta
- International Decision Support Initiative, Center for Global Development, London, UK
| | - Lorna Guinness
- International Decision Support Initiative, Center for Global Development, London, UK.,London School of Hygiene and Tropical Medicine, London, UK
| | - Francoise Cluzeau
- International Decision Support Initiative, Center for Global Development, London, UK
| | - Hiral Shah
- International Decision Support Initiative, Center for Global Development, London, UK.,MRC Center for Global Infectious Disease Analysis, Imperial College London Department of Infectious Disease Epidemiology, London, UK
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Edoka I, Kohli-Lynch C, Fraser H, Hofman K, Tempia S, McMorrow M, Ramkrishna W, Lambach P, Hutubessy R, Cohen C. A cost-effectiveness analysis of South Africa's seasonal influenza vaccination programme. Vaccine 2020; 39:412-422. [PMID: 33272702 DOI: 10.1016/j.vaccine.2020.11.028] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2020] [Revised: 10/02/2020] [Accepted: 11/09/2020] [Indexed: 12/16/2022]
Abstract
BACKGROUND Seasonal influenza imposes a significant health and economic burden in South Africa, particularly in populations vulnerable to severe consequences of influenza. This study assesses the cost-effectiveness of South Africa's seasonal influenza vaccination strategy, which involves vaccinating vulnerable populations with trivalent inactivated influenza vaccine (TIV) during routine facility visits. Vulnerable populations included in our analysis are persons aged ≥ 65 years; pregnant women; persons living with HIV/AIDS (PLWHA), persons of any age with underlying medical conditions (UMC) and children aged 6-59 months. METHOD We employed the World Health Organisation's (WHO) Cost Effectiveness Tool for Seasonal Influenza Vaccination (CETSIV), a decision tree model, to evaluate the 2018 seasonal influenza vaccination campaign from a public healthcare provider and societal perspective. CETSIV was populated with existing country-specific demographic, epidemiologic and coverage data to estimate incremental cost-effectiveness ratios (ICERs) by comparing costs and benefits of the influenza vaccination programme to no vaccination. RESULTS The highest number of clinical events (influenza cases, outpatient visits, hospitalisation and deaths) were averted in PLWHA and persons with other UMCs. Using a cost-effectiveness threshold of US$ 3400 per quality-adjusted life year (QALY), our findings suggest that the vaccination programme is cost-effective for all vulnerable populations except for children aged 6-59 months. ICERs ranged from ~US$ 1 750 /QALY in PLWHA to ~US$ 7500/QALY in children. In probabilistic sensitivity analyses, the vaccination programme was cost-effective in pregnant women, PLWHA, persons with UMCs and persons aged ≥65 years in >80% of simulations. These findings were robust to changes in many model inputs but were most sensitive to uncertainty in estimates of influenza-associated illness burden. CONCLUSION South Africa's seasonal influenza vaccination strategy of opportunistically targeting vulnerable populations during routine visits is cost-effective. A budget impact analysis will be useful for supporting future expansions of the programme.
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Affiliation(s)
- Ijeoma Edoka
- SAMRC Centre for Health Economics and Decision Science - PRICELESS SA, School of Public Health, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa.
| | - Ciaran Kohli-Lynch
- SAMRC Centre for Health Economics and Decision Science - PRICELESS SA, School of Public Health, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Heather Fraser
- SAMRC Centre for Health Economics and Decision Science - PRICELESS SA, School of Public Health, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Karen Hofman
- SAMRC Centre for Health Economics and Decision Science - PRICELESS SA, School of Public Health, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Stefano Tempia
- Influenza Division, Centers for Disease Control and Prevention, Atlanta, GA, USA; Influenza Program, Centers for Disease Control and Prevention, Pretoria, South Africa; Centre for Respiratory Diseases and Meningitis, National Institute for Communicable Diseases of the National Health Laboratory Service, Johannesburg, South Africa; MassGenics, Duluth, GA, USA; School of Public Health, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Meredith McMorrow
- Influenza Division, Centers for Disease Control and Prevention, Atlanta, GA, USA; Influenza Program, Centers for Disease Control and Prevention, Pretoria, South Africa; US Public Health Service, Rockville, MD, USA
| | - Wayne Ramkrishna
- Communicable Disease Cluster, National Department of Health, South Africa
| | - Philipp Lambach
- Department of Immunization, Vaccines and Biologicals, Initiative for Vaccine Research, World Health Organization, Geneva, Switzerland
| | - Raymond Hutubessy
- Department of Immunization, Vaccines and Biologicals, Initiative for Vaccine Research, World Health Organization, Geneva, Switzerland
| | - Cheryl Cohen
- Centre for Respiratory Diseases and Meningitis, National Institute for Communicable Diseases of the National Health Laboratory Service, Johannesburg, South Africa; School of Public Health, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
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