Gs. Halford et al., INDUCTION OF RELATIONAL SCHEMAS - COMMON PROCESSES IN REASONING AND COMPLEX LEARNING, Cognitive psychology, 35(3), 1998, pp. 201-245
Five experiments were performed to test whether participants induced a
coherent representation of the structure of a task, called a relation
al scheme, from specific instances. Properties of a relational schema
include: An explicit symbol for a relation, a binding that preserves t
he truth of a relation, potential for higher-order relations, omnidire
ctional access, potential for transfer between isomorphs, and ability
to predict unseen items in isomorphic problems. However relational sch
emas are not necessarily coded in abstract form. Predictions from rela
tional schema theory were contrasted with predictions from configural
learning and other nonstructural theories in five experiments in which
participants were taught a structure comprised of a set of initial-st
ate,operator --> end-state instances. The initial-state,operator pairs
were presented and participants had to predict the correct end-state.
Induction of a relational schema was achieved efficiently by adult pa
rticipants as indicated by ability to predict items of a new isomorphi
c problem. The relational schemas induced showed the omnidirectional a
ccess property, there was efficient transfer to isomorphs, and structu
ral coherence had a powerful effect on learning. The ''learning to lea
rn'' effect traditionally associated with the learning set literature
was observed, and the long-standing enigma of learning set acquisition
is explained by a model composed of relational schema induction and s
tructure mapping. Performance was better after reversal of operators t
han after shift to an alternate structure, even though the latter enta
iled more overlap with previously learned tasks in terms of the number
of configural associations that were preserved. An explanation for th
e reversal shift phenomenon in terms of induction and mapping of a rel
ational schema is proposed. The five experiments provided evidence sup
porting predictions from relational schema theory, and no evidence was
found for configural or nonstructural learning theories. (C) 1998 Aca
demic Press.