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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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 |
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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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1716850611429834752 |