Standard errors of two-level scalability coefficients

Br J Math Stat Psychol. 2020 May;73(2):213-236. doi: 10.1111/bmsp.12174. Epub 2019 Jun 23.

Abstract

For the construction of tests and questionnaires that require multiple raters (e.g., a child behaviour checklist completed by both parents) a novel ordinal scaling technique is currently being further developed, called two-level Mokken scale analysis. The technique uses within-rater and between-rater coefficients to assess the scalability of the test. These coefficients are generalizations of Mokken's scalability coefficients. In this paper we derived standard errors for the two-level coefficients and for their ratios. The coefficients, the estimates, the estimated standard errors and the software implementation are discussed and illustrated using a real-data example, and a small-scale simulation study demonstrates the accuracy of the estimates.

Keywords: delta method; multilevel test data; nonparametric item response theory; standard errors; two-level scalability coefficients.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Child
  • Child Behavior
  • Computer Simulation
  • Humans
  • Models, Statistical*
  • Probability
  • Psychometrics / methods*
  • Software
  • Statistics, Nonparametric
  • Surveys and Questionnaires / statistics & numerical data