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It’s Time to Choose the Study Design!

Author

Listed:
  • Oren Shavit
  • Moshe Leshno
  • Assaf Goldberger
  • Amir Shmueli
  • Amnon Hoffman

Abstract

Uncertainty in the decision-making process for reimbursement of health technologies could be reduced if additional information were available. Although methods to evaluate the monetary value of the uncertainty have been previously described, an economic evaluation of alternative methods to acquire additional information has not yet been thoroughly explored. Should resources be allocated to a retrospective study design or to a randomised controlled trial (RCT) when additional information is deemed justified? We propose an approach for cost-effectiveness analysis of designs of future studies that are required to evaluate health technologies for reimbursement. Biases inherent in study designs are the main factor that differentiates the ability of the studies to predict the technology’s benefit. By quantifying this inherent-bias effect, the incremental effectiveness of future studies can be evaluated. Economic consequences of decisions regarding prioritisation of the technologies, along with the expected costs incurred by the study’s execution, account for the cost component of the equation. Deducting the result retrieved for the retrospective design from that of the RCT design gives the net information benefit. Copyright Adis Data Information BV 2007

Suggested Citation

  • Oren Shavit & Moshe Leshno & Assaf Goldberger & Amir Shmueli & Amnon Hoffman, 2007. "It’s Time to Choose the Study Design!," PharmacoEconomics, Springer, vol. 25(11), pages 903-911, November.
  • Handle: RePEc:spr:pharme:v:25:y:2007:i:11:p:903-911
    DOI: 10.2165/00019053-200725110-00002
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    References listed on IDEAS

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    1. Gregory S. Zaric, 2003. "The Impact of Ignoring Population Heterogeneity when Markov Models are Used in Cost-Effectiveness Analysis," Medical Decision Making, , vol. 23(5), pages 379-386, September.
    2. Giuseppe Moscarini & Lones Smith, 2001. "The Optimal Level of Experimentation," Econometrica, Econometric Society, vol. 69(6), pages 1629-1644, November.
    3. Aaron A. Stinnett & John Mullahy, 1998. "Net Health Benefits," Medical Decision Making, , vol. 18(2_suppl), pages 68-80, April.
    4. Aaron A. Stinnett & John Mullahy, 1998. "Net Health Benefits: A New Framework for the Analysis of Uncertainty in Cost-Effectiveness Analysis," NBER Technical Working Papers 0227, National Bureau of Economic Research, Inc.
    5. Karl Claxton, 1999. "Bayesian approaches to the value of information: implications for the regulation of new pharmaceuticals," Health Economics, John Wiley & Sons, Ltd., vol. 8(3), pages 269-274, May.
    6. Claxton, Karl, 1999. "The irrelevance of inference: a decision-making approach to the stochastic evaluation of health care technologies," Journal of Health Economics, Elsevier, vol. 18(3), pages 341-364, June.
    7. A. E. Ades & G. Lu & K. Claxton, 2004. "Expected Value of Sample Information Calculations in Medical Decision Modeling," Medical Decision Making, , vol. 24(2), pages 207-227, March.
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