INTERNAL PILOT-STUDIES FOR ESTIMATING SAMPLE-SIZE

Authors
Citation
Ma. Birkett et Sj. Day, INTERNAL PILOT-STUDIES FOR ESTIMATING SAMPLE-SIZE, Statistics in medicine, 13(23-24), 1994, pp. 2455-2463
Citations number
11
Categorie Soggetti
Statistic & Probability","Medicine, Research & Experimental","Public, Environmental & Occupation Heath","Statistic & Probability
Journal title
ISSN journal
02776715
Volume
13
Issue
23-24
Year of publication
1994
Pages
2455 - 2463
Database
ISI
SICI code
0277-6715(1994)13:23-24<2455:IPFES>2.0.ZU;2-Z
Abstract
We develop the idea of using data from the first 'few' patients entere d in a clinical trial to estimate the final trial size needed to have specified power for rejecting H-0 in favour of H-1 if a real differenc e exists. When comparing means derived from Normally distributed data, there is no important effect on test size, power or expected trial si ze, provided that a minimum of about 20 degrees of freedom are used to estimate residual variance. Relative advantages and disadvantages of using larger internal pilot studies are presented. These revolve aroun d crude expectations of the final study size, recruitment rate, durati on of follow-up and practical constraints on the ability to prevent th e circulation of unblinded randomization codes to investigators and th ose involved in editing and checking data.