Examining Differential Item Functions of Different Item Ordered Test Forms According to Item Difficulty Levels

被引:5
|
作者
Cokluk, Omay [1 ]
Gul, Emrah [2 ]
Dogan-Gul, Cilem [3 ]
机构
[1] Ankara Univ, Fac Educ Sci, Dept Measurement & Evaluat, TR-06100 Ankara, Turkey
[2] Hakkari Univ, Dept Measurement & Evaluat, Hakkari, Turkey
[3] Ankara Univ, Dept Measurement & Evaluat, TR-06100 Ankara, Turkey
来源
EDUCATIONAL SCIENCES-THEORY & PRACTICE | 2016年 / 16卷 / 01期
关键词
Achievement test; Test form; Item order; Item difficulty; Classical test theory; Item response theory; Differential item function; R programming language;
D O I
10.12738/estp.2016.1.0329
中图分类号
G40 [教育学];
学科分类号
040101 ; 120403 ;
摘要
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.
引用
收藏
页码:319 / 330
页数:12
相关论文
共 50 条
  • [21] On Varying Item Difficulty by Changing the Response Format for a Mathematical Competence Test
    Hohensinn, Christine
    Kubinger, Klaus D.
    AUSTRIAN JOURNAL OF STATISTICS, 2009, 38 (04) : 231 - 239
  • [22] Examining bias in the impulsive sensation seeking (ImpSS) Scale using Differential Item Functioning (DIF) - An item response analysis
    De Leo, Joseph A.
    Van Dam, Nicholas T.
    Hobkirk, Andrea L.
    Earleywine, Mitch
    PERSONALITY AND INDIVIDUAL DIFFERENCES, 2011, 50 (05) : 570 - 576
  • [23] Comparison of Item Difficulty Estimates in a Basic Statistics Test using ltm and CTT Software Packages in R
    Pimentel, Jonald L.
    Villaruz, Marah Luriely A.
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2020, 11 (03) : 367 - 372
  • [24] POSITIONAL EFFECT OF ITEM BLOCKS IN INTERNATIONAL LARGE-SCALE ASSESSMENT CAUSED THE ITEM DIFFICULTY DIFFERENT BETWEEN TAIWAN AND THE USA
    Chen, Kuan-Ming
    Jen, Tsung-Hau
    INTED2012: INTERNATIONAL TECHNOLOGY, EDUCATION AND DEVELOPMENT CONFERENCE, 2012, : 924 - 927
  • [25] The Effects of Referent Item Parameters on Differential Item Functioning Detection Using the Free Baseline Likelihood Ratio Test
    Rivas, Gabriel E. Lopez
    Stark, Stephen
    Chernyshenko, Oleksandr S.
    APPLIED PSYCHOLOGICAL MEASUREMENT, 2009, 33 (04) : 251 - 265
  • [26] Reading Comprehension: Differential Item Functioning Analysis of a Cloze Test
    Oliveira, Katya Luciane
    Aparecida Angeli dos Santos, Acacia A.
    Boruchovitch, Evely
    Marin Rueda, Fabian Javier
    PSICOLOGIA-REFLEXAO E CRITICA, 2012, 25 (02): : 221 - 229
  • [27] Item Response Theory Analysis of the Life Orientation Test-Revised: Age and Gender Differential Item Functioning Analyses
    Steca, Patrizia
    Monzani, Dario
    Greco, Andrea
    Chiesi, Francesca
    Primi, Caterina
    ASSESSMENT, 2015, 22 (03) : 341 - 350
  • [28] Differential item functioning analysis of the Vanderbilt Expertise Test for cars
    Lee, Woo-Yeol
    Cho, Sun-Joo
    McGugin, Rankin W.
    Van Gulick, Ana Beth
    Gauthier, Isabel
    JOURNAL OF VISION, 2015, 15 (13):
  • [29] An examination of differential item and test functioning across personality judgments
    Russell, SS
    Zickar, MJ
    JOURNAL OF RESEARCH IN PERSONALITY, 2005, 39 (03) : 354 - 368
  • [30] An investigation of the likelihood ratio test for detection of differential item functioning
    Cohen, AS
    Kim, SH
    Wollack, JA
    APPLIED PSYCHOLOGICAL MEASUREMENT, 1996, 20 (01) : 15 - 26