Calculating, Interpreting, And Reporting Cronbach’s Alpha Reliability Coefficient For Likert-Type Scales
Abstract
The purpose of this paper is to show why single-item questions pertaining to a construct are \nnot reliable and should not be used in drawing conclusions. By comparing the reliability of a summated, multi-item scale versus a single-item question, the authors show how unreliable a single item is; and therefore it is not appropriate to make inferences based upon the analysis of single-item questions which \nare used in measuring a construct.
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2Topics & keywords
Keywords
- Cronbach's alpha
- Reliability (semiconductor)
- Construct (python library)
- Likert scale
- Psychology
- Scale (ratio)
- Construct validity
- Item analysis
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