Cronbach’s alpha
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Transcript of Cronbach’s alpha
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Cronbach’s alpha
assessing scale reliability
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Cronbach’s alpha Cronbach's alpha is one of the most
common measures of reliability. It measures the internal consistency
of the items in a scale. It indicates the extent to which the
items in a questionnaire are related to each other
It indicates whether a scale is unidimensional or multidimensional
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Interpreting scale reliability The higher the alpha, the more reliable
the scale. A score of .70 or greater is generally
considered to be acceptable◦ .90 or > = high reliability◦ .80-.89 = good reliability◦ .70-79 = acceptable reliability◦ .65-.69 = marginal reliability
lower thresholds are sometimes used.
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Example of an alpha score The Happiness Subscale of the Short Version of the
Adolescent General Well-Being (AGWB) Scale (Columbo, 1984/1986)
The “happiness subscale” is a 9-item, 5-point Likert scale that assesses adolescents’ personal experience of happiness.
Scores range from 9 to 45, with higher scores indicating greater happiness. The population of intended use is adolescents aged 14 to 18 years. Empirical studies have suggested the internal consistency of the scale with
alphas ranging from .87 to .90 (Mahon & Yarcheski, 2002).