A Unified Approach to Multi-item Reliability

Ariel Alonso*, Annouschka Laenen, Geert Molenberghs, Helena Geys, Tony Vangeneugden

*Corresponding author for this work

Research output: Contribution to journalArticleAcademicpeer-review

10 Citations (Web of Science)

Abstract

The reliability of multi-item scales has received a lot of attention in the psychometric literature, where a myriad of measures like the Cronbach's ? or the Spearman-Brown formula have been proposed. Most of these measures, however, are based on very restrictive models that apply only to unidimensional instruments. In this article, we introduce two measures to quantify the reliability of multi-item scales based on a more general model. We show that they capture two different aspects of the reliability problem and satisfy a minimum set of intuitive properties. The relevance and complementary value of the measures is studied and earlier approaches are placed in a broader theoretical framework. Finally, we apply them to investigate the reliability of the Positive and Negative Syndrome Scale, a rating scale for the assessment of the severity of schizophrenia.? 2010, The International Biometric Society.
Original languageEnglish
Pages (from-to)1061-1068
JournalBiometrics
Volume66
Issue number4
DOIs
Publication statusPublished - Dec 2010

Keywords

  • Factor analysis
  • Multi-item rating scales
  • Reliability

Cite this