TY - JOUR
T1 - Minimization of students’ cognitive load in a virtual chemistry laboratory via contents optimization and arrow-textual aids
AU - Ali, Numan
AU - Ullah, Sehat
AU - Khan, Dawar
N1 - Funding Information:
We are thankful for the comments of the anonymous reviewers. D. Khan was supported in part by NSFC (No.62150410433), Shenzhen Basic Research Program (JCYJ20180507182222355) and CAS-PIFI (No. 2020PT0013).
Publisher Copyright:
© 2022, The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature.
PY - 2022/7
Y1 - 2022/7
N2 - Virtual Chemistry Laboratories (VCLs) are used as an alternative to the physical laboratories, where users can enhance their performance for hands-on chemistry experiments. However, cognitive load and other issues make the VCLs impractical. The issue of cognitive load arises due to the complexity of the environment by displaying a number of chemicals, glass wares, and other lab equipments in the VCL. In this paper, we first investigate the field experts about the practical use of the VCLs and then propose a Purpose-built Virtual Chemistry Laboratory (PbVCL) with arrow textual aids to minimize the cognitive load and improve the learning efficiency. PbVCL displays only specific chemicals and glass wares, used in the current experiment while hiding other equipments. Students simulate their chemistry experiments with the help of arrow-textual aids (i.e., textual and an arrow guidance). Users complete the experimental tasks in the PbVCL following the arrow-textual aids. During evaluations, seventy-six (76) students perform the experiments in four different groups using four different experimental conditions. Evaluations revealed that the proposed PbVCL with arrow-textual aids improve students’ performance on the basis of various aspects such as time and errors while conducting experiment.
AB - Virtual Chemistry Laboratories (VCLs) are used as an alternative to the physical laboratories, where users can enhance their performance for hands-on chemistry experiments. However, cognitive load and other issues make the VCLs impractical. The issue of cognitive load arises due to the complexity of the environment by displaying a number of chemicals, glass wares, and other lab equipments in the VCL. In this paper, we first investigate the field experts about the practical use of the VCLs and then propose a Purpose-built Virtual Chemistry Laboratory (PbVCL) with arrow textual aids to minimize the cognitive load and improve the learning efficiency. PbVCL displays only specific chemicals and glass wares, used in the current experiment while hiding other equipments. Students simulate their chemistry experiments with the help of arrow-textual aids (i.e., textual and an arrow guidance). Users complete the experimental tasks in the PbVCL following the arrow-textual aids. During evaluations, seventy-six (76) students perform the experiments in four different groups using four different experimental conditions. Evaluations revealed that the proposed PbVCL with arrow-textual aids improve students’ performance on the basis of various aspects such as time and errors while conducting experiment.
KW - Cognitive load
KW - Computer-based Learning
KW - Virtual chemistry laboratory
KW - Virtual learning environment
KW - Virtual reality
UR - http://www.scopus.com/inward/record.url?scp=85124749111&partnerID=8YFLogxK
U2 - 10.1007/s10639-022-10936-6
DO - 10.1007/s10639-022-10936-6
M3 - Article
AN - SCOPUS:85124749111
SN - 1360-2357
VL - 27
SP - 7629
EP - 7652
JO - Education and Information Technologies
JF - Education and Information Technologies
IS - 6
ER -