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Ventajas del alfa ordinal respecto al alfa de Cronbach ilustradas con la encuesta AUDIT-OMS
OBJECTIVES: Demonstrate the advantages of using ordinal alpha when the assumptions for Cronbach's alpha are not met; show the usefulness of ordinal alpha with the Chilean version of the WHO Alcohol Use Disorders Identification Test (AUDIT); and provide the commands in R programming language for...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Organización Panamericana de la Salud
2018
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6398318/ https://www.ncbi.nlm.nih.gov/pubmed/31093093 http://dx.doi.org/10.26633/RPSP.2018.65 |
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author | Espinoza, Sergio Contreras Novoa-Muñoz, Francisco |
author_facet | Espinoza, Sergio Contreras Novoa-Muñoz, Francisco |
author_sort | Espinoza, Sergio Contreras |
collection | PubMed |
description | OBJECTIVES: Demonstrate the advantages of using ordinal alpha when the assumptions for Cronbach's alpha are not met; show the usefulness of ordinal alpha with the Chilean version of the WHO Alcohol Use Disorders Identification Test (AUDIT); and provide the commands in R programming language for performing the respective calculations. METHODS: Cronbach's alpha and ordinal alpha were compared in an AUDIT questionnaire administered to 419 students at a Chilean university. RESULTS: In all domains, the result using ordinal alpha was greater than with Cronbach's alpha. This finding was consistent with the literature on the subject. When ordinal alpha was chosen, the reliability of each domain and the survey as a whole was accepted, which does not always happen with Cronbach's alpha. CONCLUSIONS: In making decisions about the reliability of a dimension, consideration should be given to an index that meets the required assumptions for using it in order to avoid erroneous conclusions that can have an appreciable effect on research. The values of Cronbach's alpha underestimate the reliability of an instrument when working with ordinal scales. |
format | Online Article Text |
id | pubmed-6398318 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Organización Panamericana de la Salud |
record_format | MEDLINE/PubMed |
spelling | pubmed-63983182019-05-15 Ventajas del alfa ordinal respecto al alfa de Cronbach ilustradas con la encuesta AUDIT-OMS Espinoza, Sergio Contreras Novoa-Muñoz, Francisco Rev Panam Salud Publica Investigación Original OBJECTIVES: Demonstrate the advantages of using ordinal alpha when the assumptions for Cronbach's alpha are not met; show the usefulness of ordinal alpha with the Chilean version of the WHO Alcohol Use Disorders Identification Test (AUDIT); and provide the commands in R programming language for performing the respective calculations. METHODS: Cronbach's alpha and ordinal alpha were compared in an AUDIT questionnaire administered to 419 students at a Chilean university. RESULTS: In all domains, the result using ordinal alpha was greater than with Cronbach's alpha. This finding was consistent with the literature on the subject. When ordinal alpha was chosen, the reliability of each domain and the survey as a whole was accepted, which does not always happen with Cronbach's alpha. CONCLUSIONS: In making decisions about the reliability of a dimension, consideration should be given to an index that meets the required assumptions for using it in order to avoid erroneous conclusions that can have an appreciable effect on research. The values of Cronbach's alpha underestimate the reliability of an instrument when working with ordinal scales. Organización Panamericana de la Salud 2018-04-13 /pmc/articles/PMC6398318/ /pubmed/31093093 http://dx.doi.org/10.26633/RPSP.2018.65 Text en https://creativecommons.org/licenses/by-nc-nd/3.0/igo/legalcode This is an open access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivs 3.0 IGO License, which permits use, distribution, and reproduction in any medium, provided the original work is properly cited. No modifications or commercial use of this article are permitted. In any reproduction of this article there should not be any suggestion that PAHO or this article endorse any specific organization or products. The use of the PAHO logo is not permitted. This notice should be preserved along with the article's original URL. |
spellingShingle | Investigación Original Espinoza, Sergio Contreras Novoa-Muñoz, Francisco Ventajas del alfa ordinal respecto al alfa de Cronbach ilustradas con la encuesta AUDIT-OMS |
title | Ventajas del alfa ordinal respecto al alfa de Cronbach ilustradas con la encuesta AUDIT-OMS |
title_full | Ventajas del alfa ordinal respecto al alfa de Cronbach ilustradas con la encuesta AUDIT-OMS |
title_fullStr | Ventajas del alfa ordinal respecto al alfa de Cronbach ilustradas con la encuesta AUDIT-OMS |
title_full_unstemmed | Ventajas del alfa ordinal respecto al alfa de Cronbach ilustradas con la encuesta AUDIT-OMS |
title_short | Ventajas del alfa ordinal respecto al alfa de Cronbach ilustradas con la encuesta AUDIT-OMS |
title_sort | ventajas del alfa ordinal respecto al alfa de cronbach ilustradas con la encuesta audit-oms |
topic | Investigación Original |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6398318/ https://www.ncbi.nlm.nih.gov/pubmed/31093093 http://dx.doi.org/10.26633/RPSP.2018.65 |
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