Logic, Beliefs, and Instruction:
A Test of the Default Interventionist Account of Belief Bias
Simon J. Handley, Stephen E. Newstead, and Dries Trippas
University of Plymouth
According to dual-process accounts of thinking, belief-based responses on reasoning tasks are generated
as default but can be intervened upon in favor of logical responding, given sufficient time, effort, or
cognitive resource. In this article, we present the results of 5 experiments in which participants were
instructed to evaluate the conclusions of logical arguments on the basis of either their logical validity or
their believability. Contrary to the predictions arising from these accounts, the logical status of the
presented conclusion had a greater impact on judgments concerning its believability than did the
believability of the conclusion on judgments about whether it followed logically. This finding was
observed when instructional set was presented as a between-participants factor (Experiment 1), when
instruction was indicated prior to problem presentation by a cue (Experiment 2), and when the cue
appeared simultaneously with conclusion presentation (Experiments 3 and 4). The finding also extended
to a range of simple and more complex argument forms (Experiment 5). In these latter experiments,
belief-based judgments took significantly longer than those made under logical instructions. We discuss
the implications of these findings for default interventionist accounts of belief bias.
Keywords: reasoning, dual processes, belief bias, instruction, conditionals
The idea that human thinking is influenced by the operation of
two systems of thought is now a widely accepted position across
many subdisciplines of psychology. According to this view, judg-
ments are often guided by rapid, unconscious associative pro-
cesses, an idea that has been applied in a range of research areas,
including learning, memory, reasoning, and social judgment
(Evans, 2008). However, it is also recognized that some processes
are slow, conscious, and deliberative, drawing on the resources of
working memory and executive functions (Evans, 2003). This has
led many theorists to argue that responses to reasoning and
decision-making tasks arise from the operation of two distinct
cognitive systems associated with qualitatively different process-
ing characteristics. Type 1 processes (using Evans’s 2009 termi-
nology) are rapid, automatic, preconscious, and relatively unde-
manding of computational capacity. In contrast, Type 2 processes
are controlled, conscious, analytic, and related to individual dif-
ferences in working memory capacity and general intelligence.
In the reasoning literature, researchers often categorize the re-
sponses that their participants generate into these two kinds, var-
iously termed analytic or heuristic, deliberative or automatic, ra-
tional or intuitive, or rule-based or associative. In such
categorizations, a fairly direct correspondence is assumed between
a response and its underlying process, such that intuitive responses
based upon an apparently superficial problem characteristic are
assumed to reflect Type 1 processing, whereas analytic responses
based upon the logical structure of an argument are assumed to
reflect Type 2 processing. Consider, for example, an argument of
the following kind in which there is a conflict between the believ-
ability of the conclusion and its underlying logic status (Sa ´, West,
& Stanovich, 1999):
All plants need water.
Roses need water.
Therefore, roses are plants.
According to dual-process accounts, the intuitive or Type 1
response is to endorse the conclusion because it is consistent with
underlying beliefs, whereas the appropriate rejection of the con-
clusion is assumed to reflect more deliberative, analytic, or Type 2
processes (Evans, 2009). A key question concerns the way in
which these processes interact with one another. A number of
proposals in the literature can be broadly categorized as parallel
processing or default interventionist accounts (see Evans, 2007b;
2008). Parallel processing models are common in social psychol-
ogy (see Chaiken & Trope, 1999) but have also been applied in
judgment and decision making through a distinction made by
Sloman (1996) between rule-based and associative processes.
These models assume that Type 1 and Type 2 processes are
initiated in parallel, with Type 2 responses dominating if sufficient
resources are available. An alternative and widely held view in the
psychology of reasoning proposes that the many demonstrations of
biases extant in the literature can be attributed to the dominance of
Type 1 processes, which suggest a compelling, if erroneous, re-
sponse to a problem before Type 2 processes are fully engaged
(Evans, 2007a). In order to generate an alternative response, Type
2 processes must undertake the working memory– demanding task
of inhibiting the Type 1 output (see, for example, Handley, Capon,
This article was published Online First November 8, 2010.
Simon J. Handley, Stephen E. Newstead, and Dries Trippas, School of
Psychology, University of Plymouth.
Correspondence concerning this article should be addressed to Simon J.
Handley, School of Psychology, University of Plymouth, Drake Circus,
Plymouth, Devon PL4 8AA, United Kingdom. E-mail: shandley@
plymouth.ac.uk
Journal of Experimental Psychology: © 2010 American Psychological Association
Learning, Memory, and Cognition
2011, Vol. 37, No. 1, 28 – 43
0278-7393/10/$12.00 DOI: 10.1037/a0021098
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