Examining Differential Item Functions of Different Item Ordered Test Forms According to Item Difficulty Levels
Yıl: 2016 Cilt: 16 Sayı: 1 Sayfa Aralığı: 319 - 330 Metin Dili: İngilizce İndeks Tarihi: 29-07-2022
Examining Differential Item Functions of Different Item Ordered Test Forms According to Item Difficulty Levels
Öz: The study aims to examine whether differential item function is displayed in three different test forms that have item orders of random and sequential versions (easy-to-hard and hard-to-easy), based on Classical Test Theory (CTT) and Item Response Theory (IRT) methods and bearing item difficulty levels in mind. In the correlational research, the data from a total of 578 seventh graders were gathered using an Atomic Structures Achievement Test. R programming language and "difR" package were employed for all the analyses. As a result of the analyses, it was concluded that a comparison of IRT- and CTT-based methods indicate a greater number of items with distinctively significant differential item functioning. Different item ordering leads students at the same ability levels to display different performances on the same items. As a result, it is found that item order differentiates the probability of correct response to the items for those at the same ability levels. A test form of sequential easy-to-hard questions brings more advantages than that of a hard-to-easy sequence or a random version. The findings show that it is essential to arrange tests that are employed to make decisions about people in consideration with psychometric principles.
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Belge Türü: Makale Makale Türü: Araştırma Makalesi Erişim Türü: Bibliyografik
- Angoff, W. H. (Ed.). (1993). Perspectives on differential item functioning methodology. Differential item functioning. New Jersey, NJ: Lawrence Erlbaum Associates Publishers.
- Ankara Üniversitesi Eğitim Bilimleri Fakültesi. (2011). Ankara Üniversitesi Eğitim Bilimleri Fakültesi'nin YGS hakkında görüşü [The view of Faculty of Education, Ankara University about the Higher Education Entrance Examination]. Retrieved from http://rigel2.cc.ankara.edu.tr/dyr.php?id=11705
- Balch, W. R. (1989). Item order affects performance on multiple-choice exams. Teaching of Psychology, 16(2), 75-77.
- Brenner, M. H. (1964). Test hardy, reliability, and discriminations of item hardy order. Journal of Applied Psychology, 48(2), 98-100.
- Camilli, G., & Shepard, L. A. (1994). Methods for identifying biased test items. London, UK: Sage.
- Carlson, J. L., & Ostrosky, A. L. (1992). Item sequence and student performance on multiple-choice exams: Further evidence. Journal of Economic Education, 2(3), 232-235.
- Doğan-Gül, Ç. (2014). Madde güçlüklerine göre farklı sıralanan testlerde düşük ve yüksek kaygılı öğrencilerin akademik başarıları puanlarının karşılaştırılması [A comparison of academic achievement scores of students with high and low anxiety levels in different sequence tests according to item difficulty] (Master's thesis, Ankara University, Ankara, Turkey). Retrieved from http://tez2.yok.gov.tr/
- Hambletton, R. K., & Swaminathan, H. (1989). Item response theory: Principles and applications. Boston, MA: Kluwer-Nijhoff Publishing.
- Holland, P. W., & Wainer, H. (Ed.). (1993). Differential item functioning. New Jersey, NJ: Lawrence Erlbaum Associates Publishers.
- Impara, J., & Foster, D. (2006) Strategies to minimize test fraud. In S. M. Downing & T. M. Haladyna (Eds.), Handbook of test development (pp. 91-114). Mahwah, NJ: Lawrence Erlbaum Associates.
- Kubiszyen, T., & Borich, G. (2013). Educational testing and measurement: Classroom application and practice. Hoboken, NJ: John Wiley & Sons, INC.
- Laffittee, R. G. (1984). Effects of item order on achievement test scores and students' perceptions of test hardy. Teaching of Psychology, 77(4), 212-214.
- Magis, D., Beland, S., & Raiche, G. (2015). Collection of methods to detect dichotomous Differential Item Functioning (DIF). Package 'difR'. Retrieved from https://cran.r-project.org/ web/packages/difR/difR.pdf
- Millsap, R. E., & Everson, H. T. (1993). Methodology review: Statistical approaches for assessing measurement bias. Applied Psychological Measurement, 17, 297-334.
- Osterlind, S. (1983). Test item bias. Newbury Park, CA: Sage.
- Pettijohn, T. F., & Sacco, M. F. (2007). Multiple-choice exam question order influences on student performance, completion time, and perceptions. Journal of Instructional Psychology, 34(3), 142-149.
- Picou, A., & Milhomme, A. J. (1997). The effect of random and sequential versions on student test performance. Financial Practice & Education, 7, 85-90.
- Santelices, M. V., & Wilson, M. (2012). On the relationship between differential item functioning and item hardy: An issue of methods? Item response theory approach to differential item functioning. Educational and Psychological Measurement 72(1), 5-36.
- Tağ, S. M. (2012). Atomun yapısı konusunu öğrenmede klasik yöntemler ile bilgisayar destekli öğretimin öğrenci başarısına etkileri [The effects of classical methods and computer assisted instruction on student achievement in atomic structure learning] (Master's thesis, Fırat University, Elazığ, Turkey). Retrieved from http://tez2.yok.gov.tr/
- Zumbo, B. D. (1999). A handbook on the theory and methods of Differential Item Functioning (DIF): Logistic regression modeling as a unitary framework for binary and Likert-type (Ordinal) item scores. Ottawa ON: Directorate of Human Resources Research and Evaluation, Department of National Defense.
- Zwick, R. J. (2012). A review of ETS differential item functioning assessment procedures: Flagging principles, minimum sample size requirements, and criterion refinement (Research Report). Educational Testing Service.
APA | ÇOKLUK BÖKEOĞLU Ö, GÜL E, DOĞAN GÜL Ç (2016). Examining Differential Item Functions of Different Item Ordered Test Forms According to Item Difficulty Levels. , 319 - 330. |
Chicago | ÇOKLUK BÖKEOĞLU ÖMAY,GÜL Emrah,DOĞAN GÜL Çilem Examining Differential Item Functions of Different Item Ordered Test Forms According to Item Difficulty Levels. (2016): 319 - 330. |
MLA | ÇOKLUK BÖKEOĞLU ÖMAY,GÜL Emrah,DOĞAN GÜL Çilem Examining Differential Item Functions of Different Item Ordered Test Forms According to Item Difficulty Levels. , 2016, ss.319 - 330. |
AMA | ÇOKLUK BÖKEOĞLU Ö,GÜL E,DOĞAN GÜL Ç Examining Differential Item Functions of Different Item Ordered Test Forms According to Item Difficulty Levels. . 2016; 319 - 330. |
Vancouver | ÇOKLUK BÖKEOĞLU Ö,GÜL E,DOĞAN GÜL Ç Examining Differential Item Functions of Different Item Ordered Test Forms According to Item Difficulty Levels. . 2016; 319 - 330. |
IEEE | ÇOKLUK BÖKEOĞLU Ö,GÜL E,DOĞAN GÜL Ç "Examining Differential Item Functions of Different Item Ordered Test Forms According to Item Difficulty Levels." , ss.319 - 330, 2016. |
ISNAD | ÇOKLUK BÖKEOĞLU, ÖMAY vd. "Examining Differential Item Functions of Different Item Ordered Test Forms According to Item Difficulty Levels". (2016), 319-330. |
APA | ÇOKLUK BÖKEOĞLU Ö, GÜL E, DOĞAN GÜL Ç (2016). Examining Differential Item Functions of Different Item Ordered Test Forms According to Item Difficulty Levels. Kuram ve Uygulamada Eğitim Bilimleri, 16(1), 319 - 330. |
Chicago | ÇOKLUK BÖKEOĞLU ÖMAY,GÜL Emrah,DOĞAN GÜL Çilem Examining Differential Item Functions of Different Item Ordered Test Forms According to Item Difficulty Levels. Kuram ve Uygulamada Eğitim Bilimleri 16, no.1 (2016): 319 - 330. |
MLA | ÇOKLUK BÖKEOĞLU ÖMAY,GÜL Emrah,DOĞAN GÜL Çilem Examining Differential Item Functions of Different Item Ordered Test Forms According to Item Difficulty Levels. Kuram ve Uygulamada Eğitim Bilimleri, vol.16, no.1, 2016, ss.319 - 330. |
AMA | ÇOKLUK BÖKEOĞLU Ö,GÜL E,DOĞAN GÜL Ç Examining Differential Item Functions of Different Item Ordered Test Forms According to Item Difficulty Levels. Kuram ve Uygulamada Eğitim Bilimleri. 2016; 16(1): 319 - 330. |
Vancouver | ÇOKLUK BÖKEOĞLU Ö,GÜL E,DOĞAN GÜL Ç Examining Differential Item Functions of Different Item Ordered Test Forms According to Item Difficulty Levels. Kuram ve Uygulamada Eğitim Bilimleri. 2016; 16(1): 319 - 330. |
IEEE | ÇOKLUK BÖKEOĞLU Ö,GÜL E,DOĞAN GÜL Ç "Examining Differential Item Functions of Different Item Ordered Test Forms According to Item Difficulty Levels." Kuram ve Uygulamada Eğitim Bilimleri, 16, ss.319 - 330, 2016. |
ISNAD | ÇOKLUK BÖKEOĞLU, ÖMAY vd. "Examining Differential Item Functions of Different Item Ordered Test Forms According to Item Difficulty Levels". Kuram ve Uygulamada Eğitim Bilimleri 16/1 (2016), 319-330. |