Title :
The Effect of Personality Traits on Students´ Performance during Computer-Based Testing: A Study of the Big Five Inventory with Temporal Learning Analytics
Author :
Papamitsiou, Zacharoula ; Economides, Anastasios A.
Author_Institution :
Interdept. Progr. of Postgrad. Studies in Inf. Syst., Univ. of Macedonia Thessaloniki, Thessaloniki, Greece
Abstract :
Provision of adaptive and personalized Computer Based Assessment (CBA) services to learners is a multidimensional research field. In this paper we investigate the effect of extraversion and conscientiousness with temporal learning analytics on students´ performance during computer based testing. For this purpose, we used the LAERS assessment environment to track the temporal activity - time spent behavior - of 96 students and the Big Five Instrument (BFI) questionnaire to record their personality traits. Partial Least Squares (PLS) was used to find fundamental relationships between the collected data. Preliminary results indicate a positive effect of conscientiousness on (un-)certainty and a positive effect of extraversion on goal expectancy. Further implications of these results are also discussed.
Keywords :
computer aided instruction; educational administrative data processing; human computer interaction; least squares approximations; Big Five Inventory; CBA; LAERS assessment environment; PLS; computer based assessment; computer-based testing; conscientiousness; extraversion; goal expectancy; partial least squares; student performance; student personality traits; temporal activity track; temporal learning analytics; timespent behavior; Atmospheric measurements; Computational modeling; Computers; Educational institutions; Load modeling; Particle measurements; Testing; computer based testing; personality traits; prediction of performance; temporal learning analytics;
Conference_Titel :
Advanced Learning Technologies (ICALT), 2014 IEEE 14th International Conference on
Conference_Location :
Athens
DOI :
10.1109/ICALT.2014.113