A sensitivity analysis for subverting randomization in controlled trials

Authors
Citation
Sm. Marcus, A sensitivity analysis for subverting randomization in controlled trials, STAT MED, 20(4), 2001, pp. 545-555
Citations number
15
Categorie Soggetti
Research/Laboratory Medicine & Medical Tecnology","Medical Research General Topics
Journal title
STATISTICS IN MEDICINE
ISSN journal
02776715 → ACNP
Volume
20
Issue
4
Year of publication
2001
Pages
545 - 555
Database
ISI
SICI code
0277-6715(20010228)20:4<545:ASAFSR>2.0.ZU;2-4
Abstract
In some randomized controlled trials, subjects with a better prognosis may be diverted into the treatment group. This subverting of randomization resu lts in an unobserved non-compliance with the originally intended treatment assignment. Consequently, the estimate of treatment effect from these trial s may be biased. This paper clarifies the determinants of the magnitude of the bias and gives a sensitivity analysis that associates the amount that r andomization is subverted and the resulting bias in treatment effect estima tion. The methods are illustrated with a randomized controlled trial that e valuates the efficacy of a culturally sensitive AIDS education video. Copyr ight (C) 2001 John Wiley & Sons, Ltd.