Behavioural Brain Research 222 (2011) 270–273
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Behavioural Brain Research
journal homepage: www.elsevier.com/locate/bbr
Short communication
Differential outcomes aid the formation of categorical relationships between
stimuli
Alexander Easton
a,∗
, Simon Child
a,b
, Ginesa Lopez-Crespo
c
a
Department of Psychology, Durham University, South Road, Durham, DH1 3LE, UK
b
School of Psychological Sciences, University of Manchester, Manchester, UK
c
Departmento de Psicología y Sociología, Universidad de Zaragoza, Zaragoza, Spain
article info
Article history:
Received 6 July 2010
Received in revised form 14 March 2011
Accepted 15 March 2011
Available online 31 March 2011
Keywords:
Learning
Humans
Outcomes
abstract
The differential outcome effect is when learning is enhanced through the application of different out-
comes to different conditions of a task. Here we explore whether one difference in learning with
differential outcomes is an enhanced categorisation of objects. We demonstrate that participants learn-
ing conditional discriminations are better able to identify previously unpaired objects as belonging to
the same category when differential outcomes were used in learning these stimuli.
© 2011 Elsevier B.V. All rights reserved.
The differential outcome effect is the enhanced rate of learning
or accuracy in responding when each condition of a task is associ-
ated with a unique outcome. The effect was first demonstrated in
rats where conditional discriminations were taught with a sucrose
reward for one condition and a food pellet reward for the other
condition of the discrimination [1]. In comparison to a group of
animals that received the same reward for correct responses (not
associated with a particular condition of the task), the differential
outcomes group showed an enhanced rate of learning for the dis-
crimination. Similar DOEs have been seen in a range of tasks and a
range of species (e.g., [2–4]).
Work on DOEs has suggested that the effect is due to an expecta-
tion of the unique outcome which is then directly associated with
the object being discriminated (e.g., [5]). This was supported by
more recent work in humans which showed that participants could
transfer information learnt about a conditional discrimination to
others associated with the same unique reward outcome, but could
not make a similar transfer of information when all discrimina-
tions were rewarded with the same outcome [6]. Similarly, whilst
visuo-visual conditional discriminations in monkeys are impaired
by disconnection of prefrontal cortex and inferior temporal cortex
[7], the same sorts of discriminations are neither impaired by the
same disconnection if each condition is associated with a unique
outcome [8], nor does this pattern of lesions prevent the transfer of
information between conditional discriminations [8]. These data
∗
Corresponding author. Tel.: +44 191 3343257; fax: +44 191 3343241.
E-mail address: alexander.easton@durham.ac.uk (A. Easton).
support the hypothesis that conditional discriminations require
configural associations to be made between the conditional cue
and the choice object, whilst the same discriminations in the pres-
ence of unique outcomes could be solved by forming an associative
expectation of the specific outcome, and this associative solution
allows transfer of learning to other problems with the expectation
of the same outcome [6,8]. This finding fits with other data sup-
porting the hypothesis that the frontal cortex is required in setting
task conditions when they cannot be identified through a simple
association with the stimuli presented [8–10].
Although expectation of a unique outcome appears to explain
the DOE, an alternative possibility is that all conditional discrim-
inations are learnt by categorisation of the choice objects into
categories identified by the cue objects. In contrast, conditional
discriminations associated with unique outcomes might be cate-
gorised by the outcome instead of the conditional cue. In this case
the outcome might be more salient to the participant than the
nature of the conditional cue and therefore the categories may be
learnt more rapidly (displaying a DOE) when differential outcomes
are used. It is also possible that this explanation might explain the
dissociation in effect of crossed lesions of frontal and inferior tem-
poral cortex in monkeys on conditional discriminations with and
without differential outcomes. Differential outcomes procedures
might improve performance of conditional discrimination learn-
ing to ceiling levels. Now, surgical disconnection may not show an
impairment because the impairment does not take performance
below this ceiling.
In an attempt to address this question, the present study
specifically examined the effect of differential outcomes on cate-
0166-4328/$ – see front matter © 2011 Elsevier B.V. All rights reserved.
doi:10.1016/j.bbr.2011.03.036