Research Article

How many grades of response categories does the commitment to the profession of medicine scale provide the most information?

Volume: 11 Number: 3 September 9, 2024
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How many grades of response categories does the commitment to the profession of medicine scale provide the most information?

Abstract

In the present study, we examined the psychometric properties of the data obtained from the Commitment to Profession of Medicine Scale (CPMS) with 4-point, 5-point, 6-point, and 7-point response sets based on Item Response Theory (IRT). A total of 2150 medical students from 16 different universities participated in the study. The participants were divided into four groups consisting of 560, 544, 502, and 544 medical students. The first group (n=560) was assigned four-point, the second group (n=544) five-point, the third group (n=502) six-point, and the fourth group (n=544) seven-point Likert forms. We used R statistical software to analyze the data. The results of item calibrations conducted with the Graded Response Model (GRM) were analyzed. The results show that the eigenvalue increased from 4-point to 7-point. Similarly, the explained variance percentage and the scale's reliability increased gradually from 4-point to 7-point. The explained variance, reliability level, and eigenvalue were very close in the 5-point and 6-point forms.

Keywords

References

  1. Adelson, J.L., & McCoach, D.B. (2010). Measuring the mathematical attitudes of elementary students: The effects of a 4-point or 5-point Likert-Type scale. Educational and Psychological Measurement, 70(5) 796-807. https://doi.org/10.1177/0013164410366694
  2. Aiken, L.R. (1983). Number of response categories and statistics on a teacher rating scale. Educational and Psychological Measurement, 43, 397-401.
  3. Anastasi, A., & Urbina, S. (1997). Psychological testing. Prentice-Hall International, Inc.
  4. Aybek, E.C., & Toraman, C. (2022). How many response categories are sufficient for Likert type scales? An empirical study based on the Item Response Theory. International Journal of Assessment Tools in Education, 9(2), 534 547. https://doi.org/10.21449/ijate.1132931
  5. Aytug Kosan, A.M., & Toraman, C. (2020). Development and application of the commitment to profession of medicine scale using classical test theory and item response theory. Croatian Medical Journal, 61(5), 391-400. https://doi.org/10.3325/cmj.2020.61.391
  6. Bora, B. (2013). A study on the applicability of the likert type scales in marketing. Doctoral Thesis. Sakarya University. Sakarya.
  7. Browne, M.W., & Cudeck, R. (1993). Alternative ways of assessing model fit. In Bollen K., Long J. (Eds.), Testing structural equation models (pp. 136-162). SAGE.
  8. Chalmers, R.P. (2012). mirt: A multidimensional item response theory package for the R environment. Journal of Statistical Software, 48(6), 1 29. https://doi.org/10.18637/jss.v048.i06

Details

Primary Language

English

Subjects

Measurement Theories and Applications in Education and Psychology

Journal Section

Research Article

Early Pub Date

August 27, 2024

Publication Date

September 9, 2024

Submission Date

December 4, 2023

Acceptance Date

July 24, 2024

Published in Issue

Year 2024 Volume: 11 Number: 3

APA
Tekin, M., Toraman, Ç., & Aytuğ Koşan, A. M. (2024). How many grades of response categories does the commitment to the profession of medicine scale provide the most information? International Journal of Assessment Tools in Education, 11(3), 524-536. https://doi.org/10.21449/ijate.1400157

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