Roles of working memory performance and
instructional strategy in complex cognitive task
performance
V. Cevik* & A. Altun†
*Gaziosmanpasa Universitesi, Egitim Fakultesi, BOTE Bolumu, Tokat, Turkey
†Hacettepe Universitesi, Edebiyat D Kapisi, BOTE Bolumu, Ankara, Turkey
Abstract This study aims to investigate how working memory (WM) performances and instructional strat-
egy choices affect learners’ complex cognitive task performance in online environments. Three
different e-learning environments were designed based on Merrill’s (2006a) model of instruc-
tional strategies. The lack of experimental research on his framework is the main argument of this
paper. The participants’ WM processes with the n-back task scores were used for defining their
WM performances. This study is designed as repeated measures. Thirty-five undergraduate
students completed complex cognitive tasks three times. According to their WM groups, the par-
ticipants were assigned to experimental conditions randomly by counterbalancing. The main re-
sults of the study indicated that although no performance differences were observed in complex
cognitive tasks across instructional strategies, there was a statistically significant change
observed across WM groups in favour of those who had high WM performances. The interaction
effect did not have an effect on participants’ overall performance. These results indicate that
cognitive differences lead to different outcomes when the instructional design is set to be the
same for all. Therefore, it is concluded that instructional design choices could take individual
cognitive differences into account when developing adaptive e-learning environments.
Keywords complex cognitive tasks, working memory, instructional strategy, task performance.
Introduction
Learners are increasingly being exposed to e-learning
materials as technology becomes more available and
the number of online courses increases. Depending on
the nature of the course, learners are provided the content
in various multimedia formats, the activities to engage in,
as well as the hyperlinks to navigate around the course
materials. From a programming perspective, the links
and materials represent a learning space where learners
are expected to benefit from by using multimodal content
with a variety of hyperlinks to access to these contents.
According to some researchers, such online environ-
ments could be described as complex or cognitively
overloaded based on the design choices (i.e., Mayer,
2009). Simply by following certain principles, one may
reduce the cognitive load and make the environment
learner-friendly.
Yet, from the learners’ perspective, it is not clear
whether it is the content or merely the design choice that
could make the online environment (more) complex.
Moreover, cognitive differences play a crucial role during
individuals’ interactions with(in) the course materials
(e.g., Campbell, 1988). Thus, it is important to understand
to what extent learning performances are affected by indi-
vidual differences, such as learners’ working memory
(WM) capacity. In addition, less understood is whether
Accepted: 26 June 2016
Correspondence: Cevik, Vildan, Gaziosmanpasa Universitesi, Egitim
Fakultesi, BOTE Bolumu, 60150 Tokat, Turkey. Email: vildan.
cevik@gop.edu.tr
© 2016 John Wiley & Sons Ltd Journal of Computer Assisted Learning 1
doi: 10.1111/jcal.12156
Original article