Statistical interpretation of the RV144 HIV vaccine efficacy trial in Thailand: A case study for statistical issues in efficacy trials

  • P.B. G
  • J.O. B
  • D. S
 et al. 
  • 1

    Readers

    Mendeley users who have this article in their library.
  • N/A

    Citations

    Citations of this article.

Abstract

Recently, the RV144 randomized, double-blind, efficacy trial in Thailand reported that a prime-boost human immunodeficiency virus (HIV) vaccine regimen conferred ~30% protection against HIV acquisition. However, different analyses seemed to give conflicting results, and a heated debate ensued as scientists and the broader public struggled with their interpretation. The lack of accounting for statistical principles helped flame the debate, and we leverage these principles to provide a more scientific interpretation. We first address interpretation of frequentist results, including interpretation of P values, synthesis of results from multiple analyses (ie, intention-to-treat versus per-protocol/fully immunized), and accounting for external efficacy trials. Second, we address how Bayesian statistics, which provide clearly interpretable statements about probabilities that the vaccine efficacy takes certain values, provide more information for weighing the evidence about efficacy than do frequentist statistics alone. Third, we evaluate RV144 for completeness of end point ascertainment and integrity of blinding, necessary tasks for establishing robustly interpretable results. The Author 2011. Published by Oxford University Press on behalf of the Infectious Diseases Society of America. All rights reserved.

Author-supplied keywords

  • *Human immunodeficiency virus infection/dt [Drug T
  • *Human immunodeficiency virus vaccine/ct [Clinical
  • *Human immunodeficiency virus vaccine/dt [Drug The
  • *statistical analysis
  • Bayes theorem
  • Thailand
  • antiviral therapy
  • clinical trial
  • drug efficacy
  • evidence based medicine
  • false positive result
  • human
  • null hypothesis
  • placebo
  • population research
  • priority journal
  • probability
  • review
  • sensitivity analysis
  • statistical significance

Get free article suggestions today

Mendeley saves you time finding and organizing research

Sign up here
Already have an account ?Sign in

Find this document

Authors

  • Gilbert P.B.

  • Berger J.O.

  • Stablein D.

  • Becker S.

  • Essex M.

  • Hammer S.M.

Cite this document

Choose a citation style from the tabs below

Save time finding and organizing research with Mendeley

Sign up for free