Using Content Coding and Automatic Item Generation to Improve Test Security

被引:5
|
作者
Gierl, Mark J. [1 ]
Shin, Jinnie [2 ]
Firoozi, Tahereh [1 ]
Lai, Hollis [3 ]
机构
[1] Univ Alberta, Dept Educ Psychol, Edmonton, AB, Canada
[2] Univ Florida, Res & Evaluat Methodol, Gainesville, FL USA
[3] Univ Alberta, Dept Dent & Dent Hyg, Edmonton, AB, Canada
关键词
automatic item generation; content coding; technology and assessment; item development; test construction;
D O I
10.3389/feduc.2022.853578
中图分类号
G40 [教育学];
学科分类号
040101 ; 120403 ;
摘要
Automatic item generation (AIG) is the process of using models to generate items using computer technology. AIG is a scalable content development method because it relies on the item model as the unit of analysis which means that it is more efficient and economical compared to traditional item development. But to use the generated items effectively, they must be managed properly. Managing a bank that could include millions of items results in problems related to identifying, organizing, and securing the content. As a result, the challenges inherent to managing item models and generated items warrant a shift in banking methodology where the management task must be accomplished using content coding at the model level. The purpose of our paper is to describe and illustrate methods that use content coding to organize and secure generated items in a bank.
引用
收藏
页数:14
相关论文
共 50 条
  • [21] Item generation for test development.
    Papanastasiou, EC
    STRUCTURAL EQUATION MODELING-A MULTIDISCIPLINARY JOURNAL, 2003, 10 (03) : 487 - 491
  • [22] Item generation for test development: An introduction
    Irvine, SH
    ITEM GENERATION FOR TEST DEVELOPMENT, 2002, : XV - XXV
  • [23] Using Automatic Item Generation to Create Solutions and Rationales for Computerized Formative Testing
    Gierl, Mark J.
    Lai, Hollis
    APPLIED PSYCHOLOGICAL MEASUREMENT, 2018, 42 (01) : 42 - 57
  • [24] Automatic Test Generation for Coverage Analysis Using CBMC
    Augeletti, Damiano
    Giunchiglia, Enrico
    Narizzano, Massimo
    Puddu, Alessandra
    Sabina, Salvatore
    COMPUTER AIDED SYSTEMS THEORY - EUROCAST 2009, 2009, 5717 : 287 - +
  • [25] Automatic Test Data Generation Using a Genetic Algorithm
    Aleb, Nassima
    Kechid, Samir
    COMPUTATIONAL SCIENCE AND ITS APPLICATIONS - ICCSA 2013, PT II, 2013, 7972 : 574 - 586
  • [26] Automatic Test Image Generation using Procedural Noise
    Patrick, Matthew
    Castle, Matthew D.
    Stutt, Richard O. J. H.
    Gilligan, Christopher A.
    2016 31ST IEEE/ACM INTERNATIONAL CONFERENCE ON AUTOMATED SOFTWARE ENGINEERING (ASE), 2016, : 654 - 659
  • [27] Automatic Test Data Generation Using Particle Systems
    Bueno, Paulo M. S.
    Wong, W. Eric
    Jino, Mario
    APPLIED COMPUTING 2008, VOLS 1-3, 2008, : 809 - +
  • [28] Using automatic item generation to construct scheduling problems measuring planning ability
    Arendasy, Martin E.
    Sommer, Markus
    Tschiesner, Reinhard
    Feldhammer-Kahr, Martina
    Umdasch, Konstantin
    INTELLIGENCE, 2024, 106
  • [29] Computerized Item Modeling Practices using Computer Adaptive Formative Assessment Automatic Item Generation System: A Tutorial
    Choi, Jaehwa
    Zhang, Xinxin
    QUANTITATIVE METHODS FOR PSYCHOLOGY, 2019, 15 (03): : 214 - 225
  • [30] Using automatic item generation to meet the increasing item demands of high-stakes educational and occupational assessment
    Arendasy, Martin E.
    Sommer, Markus
    LEARNING AND INDIVIDUAL DIFFERENCES, 2012, 22 (01) : 112 - 117