Research Article

Investigating the Effect of Item Position on Person and Item Parameters: PISA 2015 Turkey Sample

Volume: 13 Number: 1 March 29, 2022
EN

Investigating the Effect of Item Position on Person and Item Parameters: PISA 2015 Turkey Sample

Abstract

Different positions of items in booklets affect the probabilities of correct answers. This effect is called the item position effect in the literature, which causes variances in the item and person parameters. The aim of this study is to investigate the item position effect within the framework of explanatory item response theory. The analyses of this research were carried out on the PISA 2015 Turkey sample, and the item position effect was examined in the domains of reading and mathematics. In addition, the effect of the item position in different item formats (open response and multiple choice) was investigated. According to the results, the item position effect decreased the probability of answering the item correctly, and this effect was higher in reading than in mathematics. Furthermore, in the domain of mathematics, open response items were affected more than multiple-choice items by the item position. In the reading domain, open response and multiple choice items were affected similarly. The results of the analysis show that there were undesirable effects of the item position, and these effects should be taken into account.

Keywords

References

  1. Albano, A. D. (2013). Multilevel modeling of item position effects. Journal of Educational Measurement, 50(4), 408-426. https://doi.org/10.1111/jedm.12026
  2. Albano, A. D., McConnell, S. R., Lease, E. M., & Cai, L. (2020). Contextual interference effects in early assessment: Evaluating the psychometric benefits of item interleaving. Frontiers in Education, 5. https://doi.org/10.3389/feduc.2020.00133
  3. Asseburg, R., & Frey, A. (2013). Too hard, too easy, or just right? The relationship between effort or boredom and ability-difficulty fit. Psychological Test and Assessment Modeling, 55(1), 92-104. https://psycnet.apa.org/record/2013-18917-006
  4. Bates, D., Maechler, M., Bokler, B., & Walker, S. (2014). Fitting linear mixed-effects models using lme4. Journal of Statistical Software, 67(1), 1-48. https://doi.org/10.18637/jss.v067.i01
  5. Brennan, R. L. (1992). The context of context effects. Applied Measurement in Education, 5, 225-264. https://doi.org/10.1207/s15324818ame0503_4
  6. Breslow, N. E., & Clayton, D. G. (1993). Approximate inference in generalized linear mixed models. Journal of the American Statistical Association, 88(421), 9-25. https://doi.org/10.2307/2290687
  7. Bulut, O. (2021). eirm: Explanatory item response modeling for dichotomous and polytomous item responses (R package version 0.3.0) [Computer software]. https://doi.org/10.5281/zenodo.4556285
  8. Bulut, O., Quo, O., & Gierl, M. (2017). A structural equation modeling approach for examining position effects in large‑scale assessments. Large Scale in Assessments in Education, 5(8), 1-20. https://doi.org/10.1186/s40536-017-0042-x

Details

Primary Language

English

Subjects

-

Journal Section

Research Article

Publication Date

March 29, 2022

Submission Date

June 28, 2021

Acceptance Date

December 12, 2021

Published in Issue

Year 2022 Volume: 13 Number: 1

APA
Demirkol, S., & Kelecioğlu, H. (2022). Investigating the Effect of Item Position on Person and Item Parameters: PISA 2015 Turkey Sample. Journal of Measurement and Evaluation in Education and Psychology, 13(1), 69-85. https://doi.org/10.21031/epod.958576
AMA
1.Demirkol S, Kelecioğlu H. Investigating the Effect of Item Position on Person and Item Parameters: PISA 2015 Turkey Sample. JMEEP. 2022;13(1):69-85. doi:10.21031/epod.958576
Chicago
Demirkol, Sinem, and Hülya Kelecioğlu. 2022. “Investigating the Effect of Item Position on Person and Item Parameters: PISA 2015 Turkey Sample”. Journal of Measurement and Evaluation in Education and Psychology 13 (1): 69-85. https://doi.org/10.21031/epod.958576.
EndNote
Demirkol S, Kelecioğlu H (March 1, 2022) Investigating the Effect of Item Position on Person and Item Parameters: PISA 2015 Turkey Sample. Journal of Measurement and Evaluation in Education and Psychology 13 1 69–85.
IEEE
[1]S. Demirkol and H. Kelecioğlu, “Investigating the Effect of Item Position on Person and Item Parameters: PISA 2015 Turkey Sample”, JMEEP, vol. 13, no. 1, pp. 69–85, Mar. 2022, doi: 10.21031/epod.958576.
ISNAD
Demirkol, Sinem - Kelecioğlu, Hülya. “Investigating the Effect of Item Position on Person and Item Parameters: PISA 2015 Turkey Sample”. Journal of Measurement and Evaluation in Education and Psychology 13/1 (March 1, 2022): 69-85. https://doi.org/10.21031/epod.958576.
JAMA
1.Demirkol S, Kelecioğlu H. Investigating the Effect of Item Position on Person and Item Parameters: PISA 2015 Turkey Sample. JMEEP. 2022;13:69–85.
MLA
Demirkol, Sinem, and Hülya Kelecioğlu. “Investigating the Effect of Item Position on Person and Item Parameters: PISA 2015 Turkey Sample”. Journal of Measurement and Evaluation in Education and Psychology, vol. 13, no. 1, Mar. 2022, pp. 69-85, doi:10.21031/epod.958576.
Vancouver
1.Sinem Demirkol, Hülya Kelecioğlu. Investigating the Effect of Item Position on Person and Item Parameters: PISA 2015 Turkey Sample. JMEEP. 2022 Mar. 1;13(1):69-85. doi:10.21031/epod.958576

Cited By