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Multiple Criteria Decision Analysis (MCDA) for evaluating new medicines in Health Technology Assessment and beyond: The Advance Value Framework

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  • Angelis, Aris
  • Kanavos, Panos

Abstract

Escalating drug prices have catalysed the generation of numerous “value frameworks” with the aim of informing payers, clinicians and patients on the assessment and appraisal process of new medicines for the purpose of coverage and treatment selection decisions. Although this is an important step towards a more inclusive Value Based Assessment (VBA) approach, aspects of these frameworks are based on weak methodologies and could potentially result in misleading recommendations or decisions.

Suggested Citation

  • 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.
  • Handle: RePEc:eee:socmed:v:188:y:2017:i:c:p:137-156
    DOI: 10.1016/j.socscimed.2017.06.024
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    1. 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, pages 76-83, March.
    2. 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.
    3. Douwe Postmus & Tommi Tervonen & Gert Valkenhoef & Hans Hillege & Erik Buskens, 2014. "A multi-criteria decision analysis perspective on the health economic evaluation of medical interventions," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 15(7), pages 709-716, September.
    4. P. Thokala & A. Duenas, 2012. "Multiple Criteria Decision Analysis for Health Technology Assessment," Post-Print hal-00800398, HAL.
    5. James Dolan, 2010. "Multi-Criteria Clinical Decision Support," The Patient: Patient-Centered Outcomes Research, Springer;International Academy of Health Preference Research, vol. 3(4), pages 229-248, December.
    6. Keeney,Ralph L. & Raiffa,Howard, 1993. "Decisions with Multiple Objectives," Cambridge Books, Cambridge University Press, number 9780521438834, October.
    7. von Winterfeldt, Detlof & Fasolo, Barbara, 2009. "Structuring decision problems: A case study and reflections for practitioners," European Journal of Operational Research, Elsevier, vol. 199(3), pages 857-866, December.
    8. Glasgow, R.E. & Vogt, T.M. & Boles, S.M., 1999. "Evaluating the public health impact of health promotion interventions: The RE-AIM framework," American Journal of Public Health, American Public Health Association, vol. 89(9), pages 1322-1327.
    9. repec:bla:glopol:v:8:y:2017:i:s2:p:76-83 is not listed on IDEAS
    10. Fernando Antoñanzas & Robert Terkola & Maarten Postma, 2016. "The Value of Medicines: A Crucial but Vague Concept," PharmacoEconomics, Springer, vol. 34(12), pages 1227-1239, December.
    11. K. J. Arrow, 1971. "The Economic Implications of Learning by Doing," Palgrave Macmillan Books, in: F. H. Hahn (ed.), Readings in the Theory of Growth, chapter 11, pages 131-149, Palgrave Macmillan.
    12. Office of Health Economics, 2015. "A Framework for Payer Assessment of the Value of New Technologies: A US Approach," Seminar Briefing 001589, Office of Health Economics.
    13. Peacock, Stuart J. & Richardson, Jeff R.J. & Carter, Rob & Edwards, Diana, 2007. "Priority setting in health care using multi-attribute utility theory and programme budgeting and marginal analysis (PBMA)," Social Science & Medicine, Elsevier, vol. 64(4), pages 897-910, February.
    14. Weinstein, Milton & Zeckhauser, Richard, 1973. "Critical ratios and efficient allocation," Journal of Public Economics, Elsevier, vol. 2(2), pages 147-157, April.
    15. Zhang, Wei & Bansback, Nick & Anis, Aslam H., 2011. "Measuring and valuing productivity loss due to poor health: A critical review," Social Science & Medicine, Elsevier, vol. 72(2), pages 185-192, January.
    16. Mandy Ryan & Karen Gerard & Gillian Currie, 2012. "Using Discrete Choice Experiments in Health Economics," Chapters, in: Andrew M. Jones (ed.), The Elgar Companion to Health Economics, Second Edition, chapter 41, Edward Elgar Publishing.
    17. Bana e Costa, Carlos A. & Oliveira, Mónica D., 2012. "A multicriteria decision analysis model for faculty evaluation," Omega, Elsevier, vol. 40(4), pages 424-436.
    18. Esther W. de Bekker‐Grob & Mandy Ryan & Karen Gerard, 2012. "Discrete choice experiments in health economics: a review of the literature," Health Economics, John Wiley & Sons, Ltd., vol. 21(2), pages 145-172, February.
    19. Ralph L. Keeney, 1982. "Feature Article—Decision Analysis: An Overview," Operations Research, INFORMS, vol. 30(5), pages 803-838, October.
    20. Tommi Tervonen & Huseyin Naci & Gert van Valkenhoef & Anthony E. Ades & Aris Angelis & Hans L. Hillege & Douwe Postmus, 2015. "Applying Multiple Criteria Decision Analysis to Comparative Benefit-Risk Assessment," Medical Decision Making, , vol. 35(7), pages 859-871, October.
    21. Warren G. Linley & Dyfrig A. Hughes, 2013. "Societal Views On Nice, Cancer Drugs Fund And Value‐Based Pricing Criteria For Prioritising Medicines: A Cross‐Sectional Survey Of 4118 Adults In Great Britain," Health Economics, John Wiley & Sons, Ltd., vol. 22(8), pages 948-964, August.
    22. Wouters, Olivier J. & Naci, Huseyin & Samani, Nilesh J, 2015. "QALYs in cost-effectiveness analysis: an overview for cardiologists," LSE Research Online Documents on Economics 63798, London School of Economics and Political Science, LSE Library.
    23. Aris Angelis & Panos Kanavos, 2016. "Value-Based Assessment of New Medical Technologies: Towards a Robust Methodological Framework for the Application of Multiple Criteria Decision Analysis in the Context of Health Technology Assessment," PharmacoEconomics, Springer, vol. 34(5), pages 435-446, May.
    24. Karl Claxton & John Posnett, "undated". "An Economic Approach to Clinical Trial Design and Research Priority Setting," Discussion Papers 96/19, Department of Economics, University of York.
    25. Dennis M. Buede, 1986. "Structuring Value Attributes," Interfaces, INFORMS, vol. 16(2), pages 52-62, April.
    26. Maiwenn J. Al & Talitha L. Feenstra & Ben A. van Hout, 2005. "Optimal allocation of resources over health care programmes: dealing with decreasing marginal utility and uncertainty," Health Economics, John Wiley & Sons, Ltd., vol. 14(7), pages 655-667, July.
    27. Angelis, Aris & Kanavos, Panos, 2016. "Value-based assessment of new medical technologies: towards a robust methodological framework for the application of multiple criteria decision analysis in the context of health technology assessment," LSE Research Online Documents on Economics 65148, London School of Economics and Political Science, LSE Library.
    28. Guitouni, Adel & Martel, Jean-Marc, 1998. "Tentative guidelines to help choosing an appropriate MCDA method," European Journal of Operational Research, Elsevier, vol. 109(2), pages 501-521, September.
    29. Lawrence Phillips & Carlos Bana e Costa, 2007. "Transparent prioritisation, budgeting and resource allocation with multi-criteria decision analysis and decision conferencing," Annals of Operations Research, Springer, vol. 154(1), pages 51-68, October.
    30. Drummond, Michael F. & Sculpher, Mark J. & Claxton, Karl & Stoddart, Greg L. & Torrance, George W., 2015. "Methods for the Economic Evaluation of Health Care Programmes," OUP Catalogue, Oxford University Press, edition 4, number 9780199665884.
    31. Ralph L. Keeney, 2002. "Common Mistakes in Making Value Trade-Offs," Operations Research, INFORMS, vol. 50(6), pages 935-945, December.
    32. Ralph L. Keeney & Robin S. Gregory, 2005. "Selecting Attributes to Measure the Achievement of Objectives," Operations Research, INFORMS, vol. 53(1), pages 1-11, February.
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