Misuse and Misconception of Cronbach\'s Alpha Coefficient as an Index of Internal Consistency of Measuring Tools

Calculation of Cronbachchr('39')s Alpha which measures the internal reliability of a tool is easy, but misuse and misconception are widely observed. Common misunderstandings of the Cronbachchr('39')s Alpha include inability to differentiate between being one-dimensional and consi...

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Main Authors: R Pakzad, F Alaeddini
Format: Article
Language:fas
Published: Tehran University of Medical Sciences 2017-02-01
Series:مجله اپیدمیولوژی ایران
Subjects:
Online Access:http://irje.tums.ac.ir/article-1-5622-en.html
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spelling doaj-2e49a4c1d635452aab8a35815003e9d22021-10-02T17:43:36ZfasTehran University of Medical Sciencesمجله اپیدمیولوژی ایران1735-74892228-75072017-02-011246471Misuse and Misconception of Cronbach\'s Alpha Coefficient as an Index of Internal Consistency of Measuring ToolsR Pakzad0F Alaeddini1 دانشجوی دوره دکترای تخصصی اپیدمیولوژی، گروه اپیدمیولوژی و آمار زیستی، دانشکده بهداشت، دانشگاه علوم پزشکی تهران، تهران، ایران مدیر کل پژوهش، توسعه و تجاری‌سازی، سازمان تدارکات پزشکی، جمعیت هلال احمر جمهوری اسلامی ایران، تهران، ایران Calculation of Cronbachchr('39')s Alpha which measures the internal reliability of a tool is easy, but misuse and misconception are widely observed. Common misunderstandings of the Cronbachchr('39')s Alpha include inability to differentiate between being one-dimensional and consistency, and between raw and standardized alpha. Violations of the assumptions of alpha could also cause an increase or decrease in the calculated alpha. In this paper, we showed that a very large but confusing alpha coefficient could be obtained, particularly when the one-dimensional theory is violated. Also, the use of standard error measurement as an index of the reliability has been presented. Finally, the generalizability of alpha coefficient is also discussed.http://irje.tums.ac.ir/article-1-5622-en.htmlreliabilityinternal consistencycronbach's alpha coefficientmisuses of cronbach's alphastratified alpha coefficient
collection DOAJ
language fas
format Article
sources DOAJ
author R Pakzad
F Alaeddini
spellingShingle R Pakzad
F Alaeddini
Misuse and Misconception of Cronbach\'s Alpha Coefficient as an Index of Internal Consistency of Measuring Tools
مجله اپیدمیولوژی ایران
reliability
internal consistency
cronbach's alpha coefficient
misuses of cronbach's alpha
stratified alpha coefficient
author_facet R Pakzad
F Alaeddini
author_sort R Pakzad
title Misuse and Misconception of Cronbach\'s Alpha Coefficient as an Index of Internal Consistency of Measuring Tools
title_short Misuse and Misconception of Cronbach\'s Alpha Coefficient as an Index of Internal Consistency of Measuring Tools
title_full Misuse and Misconception of Cronbach\'s Alpha Coefficient as an Index of Internal Consistency of Measuring Tools
title_fullStr Misuse and Misconception of Cronbach\'s Alpha Coefficient as an Index of Internal Consistency of Measuring Tools
title_full_unstemmed Misuse and Misconception of Cronbach\'s Alpha Coefficient as an Index of Internal Consistency of Measuring Tools
title_sort misuse and misconception of cronbach\'s alpha coefficient as an index of internal consistency of measuring tools
publisher Tehran University of Medical Sciences
series مجله اپیدمیولوژی ایران
issn 1735-7489
2228-7507
publishDate 2017-02-01
description Calculation of Cronbachchr('39')s Alpha which measures the internal reliability of a tool is easy, but misuse and misconception are widely observed. Common misunderstandings of the Cronbachchr('39')s Alpha include inability to differentiate between being one-dimensional and consistency, and between raw and standardized alpha. Violations of the assumptions of alpha could also cause an increase or decrease in the calculated alpha. In this paper, we showed that a very large but confusing alpha coefficient could be obtained, particularly when the one-dimensional theory is violated. Also, the use of standard error measurement as an index of the reliability has been presented. Finally, the generalizability of alpha coefficient is also discussed.
topic reliability
internal consistency
cronbach's alpha coefficient
misuses of cronbach's alpha
stratified alpha coefficient
url http://irje.tums.ac.ir/article-1-5622-en.html
work_keys_str_mv AT rpakzad misuseandmisconceptionofcronbachsalphacoefficientasanindexofinternalconsistencyofmeasuringtools
AT falaeddini misuseandmisconceptionofcronbachsalphacoefficientasanindexofinternalconsistencyofmeasuringtools
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