Title :
Individual Differences in Learning with Simulation Tool: A Pilot Study
Author :
Liu, Tzu-Chien ; Lin, Yi-Chun ; Shuk, Kin ; Chang, Maiga
Author_Institution :
Grad. Inst. of Learning & Instruction, Nat. Central Univ., Jhongli
Abstract :
In order to explore why some learners have better learning effects with the simulation tool, and the others do not, the researchers used the quasi-experimental design and think-aloud method to investigate the relations between individual differences and learning effects from studentspsila learning processes with the simulation tool, dynamic simulation assisted statistical learning (DSASL). The results show that the DSASL can correct the studentspsila misconceptions and enhance their concept understandings. However, there are individual differences in studentspsila learning effects when learning with DSASL. Finally, the researchers analyze the transcripts of think-aloud and find that the learning process may influence the students´ learning effects.
Keywords :
computer aided instruction; human computer interaction; dynamic simulation assisted statistical learning; quasiexperimental design; simulation tool; students learning processes; Analytical models; Computational modeling; Computer aided instruction; Contracts; Delay effects; Design methodology; Information systems; Statistical learning; Statistics; Testing; Individual differences; Simulation; Statistics;
Conference_Titel :
Advanced Learning Technologies, 2008. ICALT '08. Eighth IEEE International Conference on
Conference_Location :
Santander, Cantabria
Print_ISBN :
978-0-7695-3167-0
DOI :
10.1109/ICALT.2008.302