J. Sweller, SOME COGNITIVE-PROCESSES AND THEIR CONSEQUENCES FOR THE ORGANIZATION AND PRESENTATION OF INFORMATION, Australian journal of psychology, 45(1), 1993, pp. 1-8
It has been known for a considerable time that when dealing with compl
ex intellectual tasks, the limited processing capacity of working memo
ry is critical. Nevertheless, many commonly used instructional techniq
ues ignore this factor and consequently impose an excessive cognitive
load that interferes with the major learning mechanisms of schema acqu
isition and automation. For example, when solving unfamiliar problems,
strategies are frequently employed that are effective in arriving at
a solution but because of the cognitive load imposed, are ineffective
with respect to learning. Empirical evidence suggests that if learning
is the goal, solving large numbers of conventional problems may not b
e appropriate. Instead, goal-free problems and worked examples can red
uce extraneous cognitive load and facilitate schema acquisition and au
tomation. Similarly, when presenting new material, information structu
res that require learners to unnecessarily split their attention betwe
en multiple sources of information or assimilate redundant material ca
n impose an excessive cognitive load that interferes with learning. Fi
nally, while considerable empirical evidence about these effects is av
ailable, it is suggested that they will occur only when material is us
ed which imposes a heavy cognitive load because of its intrinsic struc
ture. Where the intrinsic structure of information imposes a relativel
y light cognitive load, the cognitive load imposed by instructional de
sign may not be critical.