Abstract
Despite its frequent use in engineering, industry and commerce, Value of Information (VOI) Analysis is a recent development in health care research. In this chapter, we will discuss the techniques and mathematical basis of VOI Analysis. We will discuss how VOI Analysis can be used to evaluate future research and how it has the potential to inform and refine the design of future studies. Finally, we will discuss the challenges and limitations of this emerging field of research.
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Abbreviations
- HTA:
-
Health Technology Assessment Programme
- NMB:
-
Net monetary benefit
- NICE:
-
National Institute of Clinical and Healthcare Excellence
- EVPI:
-
Expected value of perfect information
- EVPPI:
-
Expected value of partial perfect information
- EVSI:
-
Expected value of sample information
- ENBS:
-
Expected net benefit of sampling
- PEVPI:
-
Population expected value of perfect information
- PEVPPI:
-
Population expected value of partial perfect information
- UK:
-
United Kingdom
- VOI:
-
Value of information
- WTP:
-
Willingness-to-pay threshold
References
Briggs A, Sculpher M, Claxton K (2006) Decision modelling for health economic evaluation. Oxford University Press, Oxford
Claxton K (1999) The irrelevance of inference: a decision-making approach to the stochastic evaluation of health care technologies. J Health Econ 18:341–364
Claxton K, Cohen JT, Neumann PJ (2005) When is evidence sufficient? A framework for making use of all available information in medical decision making and for deciding whether more is needed. Health Aff 24:93–101
Claxton K, Eggington S, Ginnelly L et al (2005) A pilot study of value of information analysis to support research recommendations for the National Institute for Health and Clinical Excellence. CHE Research Paper 4. Centre for Health Economics, University of York, York
Howard RA (1966) Information value theory. IEEE Trans Syst Sci Cybern SSC-2 1:22–26
Raiffa H, Schlaifer R (1959) Probability and statistics for business decisions. McGraw-Hill, New York
Thompson KM, Evans JS (1997) The value of improved national exposure information for perchloroethylene: a case study for dry cleaners. Risk Anal 17;253–271
Claxton K, Posnett J (1996) An economic approach to clinical trial design and research priority setting. Health Econ 5:513–524
Yokota F, Thompson KM (2004) Value of information literature analysis (VOILA): a review of applications in health risk management. Med Decis Mak 24:287–298
Claxton K, Ginnelly L, Sculpher M et al (2004) A pilot study on the use of decision theory and value of information analysis as part of the NHS Health Technology Assessment programme. Health Technol Assess 8:31
Drummond MF, Sculpher MJ, Torrance GW et al (2005) Methods for the economic evaluation of health care programmes, 3rd edn. Oxford University Press, Oxford
Colbourn TE, Asseburg C, Bojke L et al (2007) Preventive strategies for group B streptococcal and other bacterial infections in early infancy: cost effectiveness and value of information analyses. BMJ 335:655
Rao C, Aziz O, Deeba S et al (2007) Is minimally invasive harvesting of the great saphenous vein for coronary artery bypass surgery a cost-effective technique? J Thorac Cardiovasc Surg 135:809–815
Brennan A, Kharroubi SA, O'Hagan A et al (2007) Calculating partial expected value of information in cost-effectiveness models. Med Decis Mak 27:448–470
Fenwick E, Claxton K, Sculpher M (2005) The value of implementation and the value of information: combined and uneven development. CHE Research Paper 5. Centre for Health Economics, University of York, York
Ades AE, Lu G, Claxton K (2004) Expected value of sample information calculations in medical decision modeling. Med Decis Mak 24:207
National Institute for Clinical Excellence (2004) Guide to the methods of technology appraisal (reference N0515). National Institute for Clinical Excellence, London
Pratt JW, Raiffa H, Schlaifer R (1995) Statistical decision theory. MIT, Cambridge, MA
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Rao, C., Athanasiou, T. (2010). Value of Information Analysis. In: Athanasiou, T., Debas, H., Darzi, A. (eds) Key Topics in Surgical Research and Methodology. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-71915-1_33
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DOI: https://doi.org/10.1007/978-3-540-71915-1_33
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