May 7, 2024
Hamdollah Ravand

Hamdollah Ravand

Academic rank: Assistant professor
Address:
Education: PhD. in ٍEnglish Language Teaching
Phone: 9132484429
Faculty:

Research

Title
Estimating reliability coefficient for multidimensional measures: A pedagogical illustration
Type Article
Keywords
reliability coefficient, multidimensional measurement
Researchers Wahyu Widhiarso, Hamdollah Ravand

Abstract

The literature has shown that the assumption of unidimensional measurement in psychology is difficult to fulfill, since measurement in psychology is usually a complex process that aims at providing information about constructs. As a consequence, factor analysis for psychological measurement tends to conceal several factors that underlie the items on the scale. Since applying a reliability coefficient (e.g., Cronbach’s alpha) based on a unidimensional assumption for a multidimensional measure will underestimate reliability, researchers should use an appropriate coefficient that matches the characteristics of the measure. There are several, albeit not frequently utilized reliability coefficients for multidimensional measures. The present article demonstrates the application of the stratified alpha, Mosier’s, Raykov’s, McDonald’s, and Hancock-Mueller’s coefficients for estimating the reliability of multidimen - sional measures.