ERIC Number: EJ1045289
Record Type: Journal
Publication Date: 2014-Dec
Pages: 18
Abstractor: As Provided
ISBN: N/A
ISSN: ISSN-0013-1644
EISSN: N/A
Available Date: N/A
Enhancing a Short Measure of Big Five Personality Traits with Bayesian Scaling
Jones, W. Paul
Educational and Psychological Measurement, v74 n6 p1049-1066 Dec 2014
A study in a university clinic/laboratory investigated adaptive Bayesian scaling as a supplement to interpretation of scores on the Mini-IPIP. A "probability of belonging" in categories of low, medium, or high on each of the Big Five traits was calculated after each item response and continued until all items had been used or until a predetermined criteria for the posterior probability has been obtained. The study found higher levels of correspondence with the IPIP-50 score categories using the adaptive Bayesian scaling than with the Mini-IPIP alone. The number of additional items ranged from a mean of 2.9 to 12.5 contingent on the level of certainty desired.
Descriptors: Personality Traits, Personality Measures, Bayesian Statistics, Clinics, Item Response Theory, Item Analysis, Probability, Scores, Classification, Statistical Analysis, College Students
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Publication Type: Journal Articles; Reports - Research
Education Level: Higher Education; Postsecondary Education
Audience: N/A
Language: English
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Authoring Institution: N/A
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Author Affiliations: N/A