Sample Size Requirements for Testing and Estimating Coefficient Alpha
Journal of Educational and Behavioral StatisticsPublished 1 December 2002
Douglas G. Bonett
Citations562
SJR quartileQ1
SJR score1.25
SNIP1.55
Generate an AI Snapshot to get a quick, structured summary of this paper.
Study Snapshot
ObjectiveStudy objective
MethodsResearch methodology
PopulationPopulation studied
Sample sizeSample sizes
OutcomesStudy outcomes here
ResultsStudy results comes here
LimitationsResearch study limitations comes here
A concise AI-generated summary of the paper will appear here once you click Generate AI Snapshot.
Abstract
An approximate test and confidence interval for coefficient alpha are derived. The approximate test and confidence interval are then used to derive closed-form sample size formulas. The sample size formulas can be used to determine the sample size needed to test coefficient alpha with desired power or to estimate coefficient alpha with desired precision. The sample size formulas closely approximate the sample size requirements for an exact confidence interval or an exact test.
Keywords
MathematicsDecision Sciences
Computers Environment and Urban SystemsStatistical power analysis for the behavioral sciences
65,645 Citations1990
PsychometrikaCoefficient Alpha and the Internal Structure of Tests
43,211 Citations1951Lee J. Cronbach
Psychological BulletinIntraclass correlations: Uses in assessing rater reliability.
23,020 Citations1979Patrick E. Shrout, Joseph L. Fleiss
Wiley series in probability and statisticsStatistical Methods for Rates and Proportions
18,048 Citations2003Joseph L. Fleiss, Bruce Levin +1 more
Contemporary Sociology A Journal of ReviewsStructural Equations with Latent Variables.
17,606 Citations1991Clifford C. Clogg, Kenneth A. Bollen
Psychological MethodsForming inferences about some intraclass correlation coefficients.
6,685 Citations1996Kenneth O. McGraw, S. P. Wong
The Design and Analysis of Clinical Experiments
4,314 Citations1999Joseph L. Fleiss
PsychometrikaSample Size Requirements for Estimating Pearson, Kendall and Spearman Correlations
1,060 Citations2000Douglas G. Bonett, Thomas A. Wright
Statistics in MedicineSample size requirements for reliability studies
701 Citations1987Allan Donner, Michael Eliasziw
This paper provides exact power contours to guide the planning of reliability studies, where the parameter of interest is the coefficient of intraclass correlation rho derived from a one-way analysis of variance model.
Applied Psychological MeasurementStatistical Inference for Coefficient Alpha
518 Citations1987Leonard S. Feldt, David J. Woodruff +1 more
PsychometrikaThe Approximate Sampling Distribution of Kuder-Richardson Reliability Coefficient Twenty
288 Citations1965Leonard S. Feldt
An approximation to the sampling distribution of Kuder-Richardson reliability formula 20 is derived, using its algebraic equivalent obtained through an items-by-subjects analysis of variance.
PsychometrikaA K-Sample Significance Test for Independent Alpha Coefficients
256 Citations1976A. Ralph Hakstian, Thomas E. Whalen
TechnometricsKendall's Advanced Theory of Statistics, Vol. 1: Distribution Theory
113 Citations1989Eric R. Ziegel, Alan D. Stuart +1 more
Applied Psychological MeasurementAppropriate Sample Size for Comparing Alpha Reliabilities
28 Citations1998Leonard S. Feldt, Robert D. Ankenmann
Communications in Statistics - Simulation and ComputationNonparametric estimation in one-way random effects models
14 Citations1988David J. Groggel, Dennis D. Wackerly +1 more
