Transforming intraclass correlation coefficients with the Spearman-Brown formula

J Clin Epidemiol. 2017 May:85:14-16. doi: 10.1016/j.jclinepi.2017.03.005. Epub 2017 Mar 22.

Abstract

Objectives: De Vet, Mokkink, Mosmuller, and Terwee (2017) discovered that the Spearman-Brown formula (SB formula) can be used to transform certain intraclass correlation coefficients (ICCs) for single measurements into the corresponding ICCs for average measurements, without knowledge of the variance components.

Results: A formal proof of the discovery by De Vet et al. is presented. It is also proved that, vice versa, the SB formula can be used to transform certain ICCs for average measurements into the corresponding ICCs for single measurements. Furthermore, it is specified to which type of ICC the transformations can be applied. Finally, several illustrations of the transformations are presented.

Conclusion: The discovery by De Vet et al. is quite remarkable because ICCs and the SB formula come from quite different scientific disciplines.

Keywords: Agreement; Average measurements; Consistency; Intraclass correlation coefficients; Single measurements; Spearman–Brown formula.

Publication types

  • Review

MeSH terms

  • Biomedical Research / statistics & numerical data*
  • Humans
  • Models, Statistical*
  • Psychometrics
  • Reproducibility of Results
  • Research Design