The impact of individual differences on learning with an educational game and a traditional ITS

被引:8
|
作者
Jackson, G. Tanner [1 ,2 ]
Varner, Laura K. [1 ]
Boonthum-Denecke, Chutima [3 ]
McNamara, Danielle S. [1 ]
机构
[1] Arizona State Univ, Learning Sci Inst, Payne Hall, Tempe, AZ 85287 USA
[2] Educ Testing Serv, Princeton, NJ 08541 USA
[3] Hampton Univ, Dept Comp Sci, Hampton, VA 23668 USA
基金
美国国家科学基金会;
关键词
intelligent tutoring systems; ITSs; learning; educational games; reading comprehension; strategy training; individual differences;
D O I
10.1504/IJLT.2013.059129
中图分类号
G40 [教育学];
学科分类号
040101 ; 120403 ;
摘要
Educational games have the potential to provide motivating, effective training; however, the efficacy of these systems is unclear, and evaluations often fail to identify the relative impact of individual differences on learning outcomes. The current study aims to address these issues by comparing the learning gains from an educational game (iSTART-ME) and an intelligent tutoring system (iSTART). High-school students (n = 125) received comprehension strategy training from the two systems, and results indicated that both training environments yielded significantly better scores on posttest performance and learning measures than students assigned to a time-delayed control condition. Additionally, for both training conditions, students with a low prior 'commitment to reading' exhibited the highest performance improvements. Overall, results indicate that educational games can produce learning equivalent to intelligent tutoring systems, and that this training can provide a means to overcome initial deficits for students with a low 'commitment to reading'.
引用
收藏
页码:315 / 336
页数:22
相关论文
共 50 条
  • [21] Individual differences in fraction arithmetic learning
    Braithwaite, David W.
    Leib, Elena R.
    Siegler, Robert S.
    McMullen, Jake
    COGNITIVE PSYCHOLOGY, 2019, 112 : 81 - 98
  • [22] The tractable contribution of synapses and their component molecules to individual differences in learning
    Matzel, LD
    Gandhi, CC
    BEHAVIOURAL BRAIN RESEARCH, 2000, 110 (1-2) : 53 - 66
  • [23] Machine Learning for Parsing Individual Differences
    Kim, Milin
    Leonardsen, Esten
    Kjelkenes, Rikka
    Rutherford, Saige
    Wang, Yunpeng
    Alnaes, Dag
    Marquand, Andre
    Westlye, Lars T.
    Moberget, Torgeir
    Wolfers, Thomas
    BIOLOGICAL PSYCHIATRY, 2023, 93 (09) : S53 - S53
  • [24] Effects of the Construction of an Educational Mathematics Game on Students' Attitudes and Learning: Case Study
    Nunes, Paula Sofia
    Soares, Armando A.
    Catarino, Paula
    REICE-REVISTA IBEROAMERICANA SOBRE CALIDAD EFICACIA Y CAMBIO EN EDUCACION, 2018, 16 (04): : 5 - 21
  • [25] Game Features and Individual Differences: Interactive Effects on Motivation and Performance
    Jacovina, Matthew E.
    Snow, Erica L.
    Jackson, G. Tanner
    McNamara, Danielle S.
    ARTIFICIAL INTELLIGENCE IN EDUCATION, AIED 2015, 2015, 9112 : 642 - 645
  • [26] The Impact of Student Individual Differences and Visual Attention to Pedagogical Agents During Learning with MetaTutor
    Lalle, Sebastien
    Taub, Michelle
    Mudrick, Nicholas V.
    Conati, Cristina
    Azevedo, Roger
    ARTIFICIAL INTELLIGENCE IN EDUCATION, AIED 2017, 2017, 10331 : 149 - 161
  • [27] Rules of social exchange: Game theory, individual differences and psychopathology
    Wischniewski, Julia
    Windmann, Sabine
    Juckel, Georg
    Bruene, Martin
    NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS, 2009, 33 (03) : 305 - 313
  • [28] Educational Game Design Based on Experiential Learning Theory
    Li, Yatao
    2021 9TH INTERNATIONAL CONFERENCE ON INFORMATION AND EDUCATION TECHNOLOGY (ICIET 2021), 2021, : 190 - 193
  • [29] Neuropoly: An Educational Board Game to Facilitate Neurology Learning
    Raskurazhev, Anton
    Kuznetsova, Polina
    Khizhnikova, Anastasia Evgenievna
    Klochkov, Anton
    Bakulin, Ilya
    Annushkin, Vladislav
    Tanashyan, Marine
    Suponeva, Natalya
    Gnedovskaya, Elena
    FRONTIERS IN SYSTEMS NEUROSCIENCE, 2021, 15
  • [30] Learning Newtonian mechanics with an intrinsically integrated educational game
    van der Linden, Anne
    Meulenbroeks, Ralph F. G.
    van Joolingen, Wouter R.
    JOURNAL OF COMPUTER ASSISTED LEARNING, 2024, 40 (04) : 1500 - 1510