Effect of multitasking and task characteristics interaction on cognitive load and learning outcomes in virtual reality learning environments

被引:5
作者
Tugtekin, Ufuk [1 ]
Odabasi, Hatice Ferhan [2 ]
机构
[1] Inonu Univ, Coordinat Off Inst Commun, Rectorate, TR-44800 Malatya, Turkiye
[2] Anadolu Univ, Fac Educ, Dept Comp Educ & Instructional Technol, Eskisehir, Turkiye
基金
英国科研创新办公室;
关键词
Multitasking; Task characteristics; Virtual reality; Learning outcomes; Cognitive load; SOCIAL MEDIA MULTITASKING; WORKING-MEMORY CAPACITY; STUDENT ENGAGEMENT; SCHOOL ENGAGEMENT; PERFORMANCE; DIFFICULTY; IMPACT; TECHNOLOGY; PATTERNS; TIME;
D O I
10.1007/s10639-023-11813-6
中图分类号
G40 [教育学];
学科分类号
040101 ; 120403 ;
摘要
Learning environments are undergoing a dynamic alteration with the robust impact of technological transformation. Therefore, adapting to dynamic learning settings has now become a key criterion for academic performance. The factors that we know have a detrimental effect on learners' academic performance and cognitive capacity are related to today's traditional learning settings, but the circumstances in interactive learning environments such as virtual reality learning environments remains uncertain. To address this gap, we aimed to investigate the circumstances in virtual reality learning environments by considering both task characteristics and multitasking, both of which have been shown to have controversial effects on cognitive load and academic performance. The research was carried out with a total of 218 participants assigned to one of four treatment groups: (1) Multitasking & Regular Task (f = 59), (2) Multitasking & Hard Task (f = 56), (3) Monotasking & Regular Task (f = 52), and (4) Monotasking & Hard Task (f = 51), all with previous experience in virtual reality learning environments. Learners' working memory capacity and prior knowledge levels were measured as covariate variables. MANCOVA results showed significant differences across the treatment groups, in terms of achievement and retention scores. Findings not only reveal the more need for multifaceted empirical research in the field of education but also indicate that the outcomes of interactive learning environments may differ from those of traditional learning settings.
引用
收藏
页码:14915 / 14942
页数:28
相关论文
共 116 条
[91]   MENTAL WORKLOAD AND MOTOR PERFORMANCE DYNAMICS DURING PRACTICE OF REACHING MOVEMENTS UNDER VARIOUS LEVELS OF TASK DIFFICULTY [J].
Shuggi, Isabelle M. ;
Oh, Hyuk ;
Shewokis, Patricia A. ;
Gentili, Rodolphe J. .
NEUROSCIENCE, 2017, 360 :166-179
[92]   Your Brain on Google: Patterns of Cerebral Activation during Internet Searching [J].
Small, Gary W. ;
Moody, Teena D. ;
Siddarth, Prabha ;
Bookheimer, Susan Y. .
AMERICAN JOURNAL OF GERIATRIC PSYCHIATRY, 2009, 17 (02) :116-126
[93]   The Illusion of Multitasking and Its Positive Effect on Performance [J].
Srna, Shalena ;
Schrift, Rom Y. ;
Zauberman, Gal .
PSYCHOLOGICAL SCIENCE, 2018, 29 (12) :1942-1955
[94]   The effects of integrating mobile devices with teaching and learning on students' learning performance: A meta-analysis and research synthesis [J].
Sung, Yao-Ting ;
Chang, Kuo-En ;
Liu, Tzu-Chien .
COMPUTERS & EDUCATION, 2016, 94 :252-275
[95]   COGNITIVE LOAD DURING PROBLEM-SOLVING - EFFECTS ON LEARNING [J].
SWELLER, J .
COGNITIVE SCIENCE, 1988, 12 (02) :257-285
[96]  
Sweller J, 2011, EXPLOR LEARN SCI, P3, DOI 10.1007/978-1-4419-8126-4
[97]   Element Interactivity and Intrinsic, Extraneous, and Germane Cognitive Load [J].
Sweller, John .
EDUCATIONAL PSYCHOLOGY REVIEW, 2010, 22 (02) :123-138
[98]  
Tabachnick B. G., 2007, Experimental Designs Using ANOVA
[99]   The digital natives as learners: Technology use patterns and approaches to learning [J].
Thompson, Penny .
COMPUTERS & EDUCATION, 2013, 65 :12-33
[100]   Understanding the relationship between new media literacy, communication skills, and democratic tendency: Model development and testing [J].
Tugtekin, Esra Barut ;
Koc, Mustafa .
NEW MEDIA & SOCIETY, 2020, 22 (10) :1922-1941