Pairwise Comparison Versus Likert Scale for Biomedical Image Assessment

Andrew S. Phelps, David M. Naeger, Jesse L. Courtier, Jack W. Lambert, Peter A. Marcovici, Javier E. Villanueva-Meyer, John D. MacKenzie

Research output: Contribution to journalArticlepeer-review

25 Scopus citations

Abstract

OBJECTIVE Biomedical imaging research relies heavily on the subjective and semiquantitative reader analysis of images. Current methods are limited hy interreader variability and fixed upper and lower limits. The purpose of this study was to compare the performance of two assessment methods, pairwise comparison and Likert scale, for improved analysis of biomedical images. MATERIALS AND METHODS. A set of 10 images with varying degrees of image sharpness was created by digitally blurring a normal clinical chest radiograph. Readers assessed the degree of image sharpness using two different methods: pairwise comparison and a 10-poinl Likert scale. Reader agreement with actual chest radiograph sharpness was calculated for each method by use of the Lin concordance correlation coefficient (CCC). RESULTS. Reader accuracy was highest for pairwise comparison (CCC, 1.0) and ranked Likert (CCC, 0.99) scores and lowest for nonranked Likert scores (CCC, 0.83). Accuracy improved slightly when readers repeated their assessments (CCC, 0.87) or had reference images available (CCC, 0.91). CONCLUSION. Pairwise comparison and ranked Likert scores yield more accurate reader assessments than nonranked Likert scores.

Original languageEnglish (US)
Pages (from-to)8-14
Number of pages7
JournalAmerican Journal of Roentgenology
Volume204
Issue number1
DOIs
StatePublished - Jan 1 2015
Externally publishedYes

Keywords

  • Image assessment
  • Likert scale
  • Pairwise comparison

ASJC Scopus subject areas

  • Radiology Nuclear Medicine and imaging

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