Kappa Coefficients for Circular Classifications

Matthijs J. Warrens () and Bunga C. Pratiwi
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Matthijs J. Warrens: University of Groningen
Bunga C. Pratiwi: Leiden University

Journal of Classification, 2016, vol. 33, issue 3, No 8, 507-522

Abstract: Abstract Circular classifications are classification scales with categories that exhibit a certain periodicity. Since linear scales have endpoints, the standard weighted kappas used for linear scales are not appropriate for analyzing agreement between two circular classifications. A family of kappa coefficients for circular classifications is defined. The kappas differ only in one parameter. It is studied how the circular kappas are related and if the values of the circular kappas depend on the number of categories. It turns out that the values of the circular kappas can be strictly ordered in precisely two ways. The orderings suggest that the circular kappas are measuring the same thing, but to a different extent. If one accepts the use of magnitude guidelines, it is recommended to use stricter criteria for circular kappas that tend to produce higher values.

Keywords: Cohen’s kappa; Weighted kappa; Inter-rater agreement; Linear scale; Circular scale. (search for similar items in EconPapers)
Date: 2016
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Citations: View citations in EconPapers (3)

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DOI: 10.1007/s00357-016-9217-3

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