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A New Index for the Comparison of Different Measurement Scales

Research output: Chapter in Book/Report/Conference proceedingChapter

Abstract

In psychometric sciences, a common problem is the choice of a good response\r\nscale. Every scale has, by its nature, a propensity to lead a respondent to\r\nmainly positive -or negative- ratings. This paper investigates possible causes of the\r\ndiscordance between two ordinal scales evaluating the same goods or services. In\r\npsychometric literature, Cohen’s Kappa is one of the most important index to evaluate\r\nthe strength of agreement, or disagreement, between two nominal variables, in\r\nparticular in its weighted version. In this paper, a new index is proposed. A proper\r\nprocedure to determine the lower and upper triangle in a non-square table is also\r\nimplemented, as to generalize the index in order to compare two scales with a different\r\nnumber of categories. A test is set up with the aim to verify the tendency of\r\na scale to have a different rating compared to a different one. A study with real data\r\nis conducted.
Original languageEnglish
Title of host publicationStudies in Classification, Data Analysis, and Knowledge Organization
PublisherSpringer
Pages55-63
Number of pages9
ISBN (Print)978-3-319-06691-2
DOIs
Publication statusPublished - 2014

All Science Journal Classification (ASJC) codes

  • Computer Science Applications
  • Information Systems
  • Information Systems and Management
  • Analysis

Keywords

  • Agreement Index
  • Measurement Ordinal Scale
  • Weighted Kappa

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