2016
DOI: 10.3389/fpsyg.2016.00769
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Best Alternatives to Cronbach's Alpha Reliability in Realistic Conditions: Congeneric and Asymmetrical Measurements

Abstract: The Cronbach's alpha is the most widely used method for estimating internal consistency reliability. This procedure has proved very resistant to the passage of time, even if its limitations are well documented and although there are better options as omega coefficient or the different versions of glb, with obvious advantages especially for applied research in which the ítems differ in quality or have skewed distributions. In this paper, using Monte Carlo simulation, the performance of these reliability coeffic… Show more

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Cited by 625 publications
(513 citation statements)
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References 38 publications
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“…All scales (see Appendix S1 ) had alpha, omega or greatest lower bound .7 or greater, except for the ICAST physical and nonviolent discipline subscales (probably because of skewness and zero‐inflation; Trizano‐Hermoslia & Alvarago, ).…”
Section: Resultsmentioning
confidence: 99%
“…All scales (see Appendix S1 ) had alpha, omega or greatest lower bound .7 or greater, except for the ICAST physical and nonviolent discipline subscales (probably because of skewness and zero‐inflation; Trizano‐Hermoslia & Alvarago, ).…”
Section: Resultsmentioning
confidence: 99%
“…Coefficient ω gives a better estimate of reliability than Cronbach’s α if the items of a scale are not tau equivalent [32, 33]. McDonald’s ωs were determined using the factor loadings of the multilevel confirmatory factor analysis (within-school factor models; only for the subscales with more than 2 items).…”
Section: Resultsmentioning
confidence: 99%
“…Una vez confirmada la solución factorial se evaluó la fiabilidad de los factores utilizando el Coeficiente alfa de Cronbach y el índice de homogeneidad ítem total, además considerando las limitaciones de este coeficiente (Dunn, Baguley, & Brunsden, 2014;Green & Yang, 2009;Revelle & Zinbarg, 2009;Sijtsma, 2009;Trizano-Hermosilla & Alvarado, 2016), dentro de las que se destaca el supuesto de tau-equivalencia o igualdad de saturaciones factoriales, el análisis de fiabilidad se verá complementado con el coeficiente omega (McDonald, 1999) entregando estimaciones más adecuadas de la fiabilidad al estimarse desde el modelo factorial.…”
Section: Análisis De Datosunclassified