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Assessing the Value of Healthcare Interventions Using Multi-Criteria Decision Analysis: A Review of the Literature

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  • Kevin Marsh
  • Tereza Lanitis
  • David Neasham
  • Panagiotis Orfanos
  • Jaime Caro

Abstract

The objective of this study is to support those undertaking a multi-criteria decision analysis (MCDA) by reviewing the approaches adopted in healthcare MCDAs to date, how these varied with the objective of the study, and the lessons learned from this experience. Searches of EMBASE and MEDLINE identified 40 studies that provided 41 examples of MCDA in healthcare. Data were extracted on the objective of the study, methods employed, and decision makers’ and study authors’ reflections on the advantages and disadvantages of the methods. The recent interest in MCDA in healthcare is mirrored in an increase in the application of MCDA to evaluate healthcare interventions. Of the studies identified, the first was published in 1990, but more than half were published since 2011. They were undertaken in 18 different countries, and were designed to support investment (coverage and reimbursement), authorization, prescription, and research funding allocation decisions. Many intervention types were assessed: pharmaceuticals, public health interventions, screening, surgical interventions, and devices. Most used the value measurement approach and scored performance using predefined scales. Beyond these similarities, a diversity of different approaches were adopted, with only limited correspondence between the approach and the type of decision or product. Decision makers consulted as part of these studies, as well as the authors of the studies are positive about the potential of MCDA to improve decision making. Further work is required, however, to develop guidance for those undertaking MCDA. Copyright Springer International Publishing Switzerland 2014

Suggested Citation

  • Kevin Marsh & Tereza Lanitis & David Neasham & Panagiotis Orfanos & Jaime Caro, 2014. "Assessing the Value of Healthcare Interventions Using Multi-Criteria Decision Analysis: A Review of the Literature," PharmacoEconomics, Springer, vol. 32(4), pages 345-365, April.
  • Handle: RePEc:spr:pharme:v:32:y:2014:i:4:p:345-365
    DOI: 10.1007/s40273-014-0135-0
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    References listed on IDEAS

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    1. Nancy Devlin;Jon Sussex, 2011. "Incorporating Multiple Criteria in HTA: Methods and Processes," Monograph 000189, Office of Health Economics.
    2. P. Thokala & A. Duenas, 2012. "Multiple Criteria Decision Analysis for Health Technology Assessment," Post-Print hal-00800398, HAL.
    3. James T. Cross;Lou Garrison, 2008. "Challenges and Opportunities for Improving Benefit-Risk Assessment of Pharmaceuticals from an Economic Perspective," Briefing 000239, Office of Health Economics.
    4. Jon Sussex & Adrian Towse & Nancy Devlin, 2013. "Operationalizing Value-Based Pricing of Medicines," PharmacoEconomics, Springer, vol. 31(1), pages 1-10, January.
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    Cited by:

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    2. Salah Ghabri & Jean-Michel Josselin & Benoît Le Maux, 2019. "Could or Should We Use MCDA in the French HTA Process?," Post-Print halshs-02319704, HAL.
    3. Bratanova, Alexandra & Cameron, Alicia & Thavat, Maylee & Fyfield, Amelia & Hajkowicz, Stefan, 2023. "Priority setting in international trade – application of multiple criteria decision analysis for Australian-Indonesia trade in the health sector," MPRA Paper 119407, University Library of Munich, Germany.
    4. Brian Reddy & Praveen Thokala & Alison Iliff & Kerry Warhurst & Helen Chambers & Lynsey Bowker & Stephen J. Walters & Alejandra Duenas & Michael P. Kelly, 2016. "Using MCDA to generate and interpret evidence to inform local government investment in public health," EURO Journal on Decision Processes, Springer;EURO - The Association of European Operational Research Societies, vol. 4(3), pages 161-181, November.
    5. Torkayesh, Ali Ebadi & Pamucar, Dragan & Ecer, Fatih & Chatterjee, Prasenjit, 2021. "An integrated BWM-LBWA-CoCoSo framework for evaluation of healthcare sectors in Eastern Europe," Socio-Economic Planning Sciences, Elsevier, vol. 78(C).
    6. Mónica D. Oliveira & Inês Mataloto & Panos Kanavos, 2019. "Multi-criteria decision analysis for health technology assessment: addressing methodological challenges to improve the state of the art," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 20(6), pages 891-918, August.
    7. Angelis, Aris & Kanavos, Panos, 2017. "Multiple Criteria Decision Analysis (MCDA) for evaluating new medicines in Health Technology Assessment and beyond: The Advance Value Framework," Social Science & Medicine, Elsevier, vol. 188(C), pages 137-156.
    8. Viviane Cássia Pereira & Jorge Otávio Maia Barreto & Francisco Assis da Rocha Neves, 2019. "Health technology reassessment in the Brazilian public health system: Analysis of the current status," PLOS ONE, Public Library of Science, vol. 14(7), pages 1-18, July.
    9. Panos Kanavos & Olivier Wouters & Aris Angelis & Panos Kanavos & Gilberto Montibeller, 2017. "Resource Allocation and Priority Setting in Health Care: A Multi-criteria Decision Analysis Problem of Value?," Global Policy, London School of Economics and Political Science, vol. 8(s2), pages 76-83, March.
    10. Aris Angelis & Ansgar Lange & Panos Kanavos, 2018. "Using health technology assessment to assess the value of new medicines: results of a systematic review and expert consultation across eight European countries," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 19(1), pages 123-152, January.
    11. Murrant, Daniel & Radcliffe, Jonathan, 2018. "Assessing energy storage technology options using a multi-criteria decision analysis-based framework," Applied Energy, Elsevier, vol. 231(C), pages 788-802.
    12. Jason C Hsu & Jia-Yu Lin & Peng-Chan Lin & Yang-Cheng Lee, 2019. "Comprehensive value assessment of drugs using a multi-criteria decision analysis: An example of targeted therapies for metastatic colorectal cancer treatment," PLOS ONE, Public Library of Science, vol. 14(12), pages 1-17, December.
    13. Virginia Wiseman & Craig Mitton & Mary M. Doyle‐Waters & Tom Drake & Lesong Conteh & Anthony T. Newall & Obinna Onwujekwe & Stephen Jan, 2016. "Using Economic Evidence to Set Healthcare Priorities in Low‐Income and Lower‐Middle‐Income Countries: A Systematic Review of Methodological Frameworks," Health Economics, John Wiley & Sons, Ltd., vol. 25(S1), pages 140-161, February.
    14. Ivlev, Ilya & Vacek, Jakub & Kneppo, Peter, 2015. "Multi-criteria decision analysis for supporting the selection of medical devices under uncertainty," European Journal of Operational Research, Elsevier, vol. 247(1), pages 216-228.
    15. repec:bla:glopol:v:8:y:2017:i::p:76-83 is not listed on IDEAS
    16. Irina Odnoletkova & Dirk Ramaekers & Frank Nobels & Geert Goderis & Bert Aertgeerts & Lieven Annemans, 2016. "Delivering Diabetes Education through Nurse-Led Telecoaching. Cost-Effectiveness Analysis," PLOS ONE, Public Library of Science, vol. 11(10), pages 1-18, October.
    17. Angelis, A. & Linch, M. & Montibeller, G. & Molina-Lopez, T. & Zawada, A. & Orzel, K. & Arickx, F. & Espin, J. & Kanavos, P., 2020. "Multiple Criteria Decision Analysis for HTA across four EU Member States: Piloting the Advance Value Framework," Social Science & Medicine, Elsevier, vol. 246(C).
    18. Cuoghi, Kaio Guilherme & Leoneti, Alexandre Bevilacqua & Passador, João Luiz, 2022. "On the choice of public or private management models in the Brazilian Unified Health System (SUS)," Socio-Economic Planning Sciences, Elsevier, vol. 84(C).

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