Variability and Sample Size Requirements of
Quality-of-Life Measures: A Randomized Study of
Three Major Questionnaires
Yin-Bun Cheung, Cynthia Goh, Julian Thumboo, Kei-Siong Khoo, and Joseph Wee
A B S T R A C T
Purpose
To compare the variability and sample size requirements of the global quality-of-life
(QOL) scores of the following three major QOL instruments: the Functional Assessment
of Cancer Therapy–General (FACT-G), Functional Living Index–Cancer (FLIC), and Euro-
pean Organisation for Research and Treatment of Cancer Core Quality of Life Question-
naire C30 (EORTC QLQ-C30).
Patients and Methods
Cancer patients were randomly assigned to answer two of the three instruments using an
incomplete block design (n = 1,268). The instruments were compared in terms of coefficient
of variation, effect size in detecting a difference between patients with different perfor-
mance status, and correlation coefficient between scores at baseline and follow-up.
Results
The FACT-G and FLIC had significantly smaller coefficients of variation than the EORTC
QLQ-C30 (both P .05). The FLIC also had significantly larger correlation coefficients
between scores at baseline and follow-up than the EORTC QLQ-C30 (P .05). The
FACT-G and the FLIC had a larger effect size in a cross-sectional and longitudinal setting,
respectively, than the EORTC QLQ-C30 in differentiating patients with different perfor-
mance status (both P .05).
Conclusion
In some aspects, the FACT-G and FLIC global QOL scores had smaller variability and larger
discriminative ability than the EORTC QLQ-C30. Further research using other criteria to
compare the three instruments is recommended.
J Clin Oncol 23:4936-4944. © 2005 by American Society of Clinical Oncology
INTRODUCTION
A major challenge in conducting clinical
trials is to recruit enough subjects for the
trials to have a sufficient power. Sample size
depends on the variability of the primary
outcome measure. Other factors being
equal, the larger the variability is, the larger
the sample size required for a given purpose.
In the context of questionnaire-based in-
struments, the level of variability may be
affected by the clarity of questions and the
precision of response scales, and so on. In
the past, health-related quality of life
(HRQOL) was usually regarded as a minor
end point. However, other researchers
have advocated the use of HRQOL as a
primary end point in some cancer clinical
trials.
1,2
Therefore, it is useful to examine
the variability of HRQOL scores of differ-
ent measures and compare their sample
size requirements. This will facilitate re-
searchers to make informed choices on
HRQOL instruments in clinical trials and
to ensure studies are performed as effi-
ciently as possible.
From the Division of Clinical Trials and
Epidemiological Sciences and Depart-
ments of Palliative Medicine and
Medical Oncology, National Cancer
Centre; and Department of Rheuma-
tology and Immunology, Singapore
General Hospital, Singapore.
Submitted July 27, 2004; accepted
March 31, 2005.
Supported by research grant No.
NMRC/0743/2003 from the National
Medical Research Council of Singapore.
Authors’ disclosures of potential con-
flicts of interest are found at the end of
this article.
Address reprint requests to Yin-Bun
Cheung, PhD, Division of Clinical Trials
and Epidemiological Sciences, National
Cancer Centre, 11 Hospital Dr, Singa-
pore 169610; e-mail: cheungyb@
graduate.hku.hk.
© 2005 by American Society of Clinical
Oncology
0732-183X/05/2322-4936/$20.00
DOI: 10.1200/JCO.2005.07.141
JOURNAL OF CLINICAL ONCOLOGY
O R I G I N A L R E P O R T
VOLUME 23 NUMBER 22 AUGUST 1 2005
4936
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