A spatial version of the Stroop task for examining proactive and reactive control independently from non-conflict processes
Attention, Perception, & Psychophysics (2024) 86:1259–1286
https://doi.org/10.3758/s13414-024-02892-9
A spatial version of the Stroop task for examining proactive
and reactive control independently from non‑conflict processes
Giacomo Spinelli1
· Stephen J. Lupker2
Accepted: 1 April 2024 / Published online: 30 April 2024
© The Author(s) 2024
Abstract
Conflict-induced control refers to humans’ ability to regulate attention in the processing of target information (e.g., the
color of a word in the color-word Stroop task) based on experience with conflict created by distracting information (e.g., an
incongruent color word), and to do so either in a proactive (preparatory) or a reactive (stimulus-driven) fashion. Interest in
conflict-induced control has grown recently, as has the awareness that effects attributed to those processes might be affected
by conflict-unrelated processes (e.g., the learning of stimulus-response associations). This awareness has resulted in the
recommendation to move away from traditional interference paradigms with small stimulus/response sets and towards paradigms with larger sets (at least four targets, distractors, and responses), paradigms that allow better control of non-conflict
processes. Using larger sets, however, is not always feasible. Doing so in the Stroop task, for example, would require either
multiple arbitrary responses that are difficult for participants to learn (e.g., manual responses to colors) or non-arbitrary
responses that can be difficult for researchers to collect (e.g., vocal responses in online experiments). Here, we present a
spatial version of the Stroop task that solves many of those problems. In this task, participants respond to one of six directions indicated by an arrow, each requiring a specific, non-arbitrary manual response, while ignoring the location where the
arrow is displayed. We illustrate the usefulness of this task by showing the results of two experiments in which evidence for
proactive and reactive control was obtained while controlling for the impact of non-conflict processes.
Keywords Conflict-induced control · Proactive control · Reactive control · Stroop · Proportion-congruent effect
Introduction
Significance statement: There is growing evidence consistent with
the idea that the detrimental impact that distracting information has
on processing relevant information can be reduced by regulating
attention in a preparatory or stimulus-driven fashion. However, in
many experimental paradigms, this evidence is not “pure” because
performance is contaminated by processes that are unrelated to
distraction. Here, we present an experimental paradigm that allows
an examination of distraction-related processes independently
from distraction-unrelated processes. The paradigm is easy for
researchers and participants to use, even outside the laboratory, and
produces robust effects that reflect preparatory and stimulus-driven
processes involved in the regulation of attention.
* Giacomo Spinelli
* Stephen J. Lupker
1
Dipartimento di Psicologia, Università degli Studi di
Milano-Bicocca, Piazza dell’Ateneo Nuovo 1, 20126 Milano,
MI, Italy
2
Department of Psychology, University of Western Ontario,
London, Ontario N6A 5C2, Canada
It has long been known that some form of control is required
in human goal-oriented behavior in order to prevent distractions from disrupting that behavior (e.g., Miller & Cohen,
2001). In recent years, there has been an increasing interest
in the dynamic nature of the relevant control processes (e.g.,
Chiu & Egner, 2019). According to these ideas, humans are
able to regulate attention when processing a task-relevant
stimulus component, or target (e.g., the color of a word in
the color-word Stroop (1935) task), based on, most typically,
experience with conflicting information created by a taskirrelevant stimulus component, or distractor (e.g., an incongruent color word).1 According to the Dual-Mechanisms
1
Since Stroop (1935) introduced the standard, color-word version
of the task, several other versions have been developed that are commonly called “Stroop” or “Stroop-like” tasks despite involving, in
some cases, neither words or colors. Here, we rely on Kornblum’s
(1992) model for a taxonomy of “ensembles”, or types of interference
tasks (i.e., tasks involving stimuli which involve an easily processed
irrelevant component – the distractor – that needs to be ignored and a
Vol.:(0123456789)
1260
of Control framework (Braver, 2012), this conflict-induced
attention regulation can occur in two ways. First, it can occur
proactively when conflict is anticipated and selective attention in processing target information (e.g., the color in a
Stroop stimulus) is increased in a preparatory fashion. Second, it can occur reactively, with selective attention being
regulated “on the fly” in response to irrelevant but potentially distracting information (e.g., an incongruent word).
Popular paradigms used to examine proactive and reactive
control are Proportion-Congruent (PC) paradigms (Bugg &
Crump, 2012). These paradigms involve contrasting MostlyCongruent (MC) situations, in which most of the experimental trials are congruent (e.g., the word RED in the color red),
with Mostly-Incongruent (MI) situations, in which most of
the experimental trials are incongruent (e.g., the word RED
in the color blue). In “list-wide” PC paradigms, the two situations being contrasted are two lists of trials, i.e., an MC
list mostly composed of congruent stimuli and an MI list
mostly composed of incongruent stimuli. The typical result
is a larger congruency effect (i.e., the performance difference
between incongruent and congruent trials) in the MC list
than in the MI list (e.g., Logan & Zbrodoff, 1979).
This list-wide PC effect has often been interpreted (e.g.,
Botvinick et al., 2001) as being the result of a process of
control adjustment occurring in advance of stimulus presentation – an item-nonspecific, proactive form of control. More
specifically, proactive control would be engaged in the MI
list, a type of list in which the high frequency of incongruent
distractors, distractors that are assumed to produce conflict,
leads individuals to anticipate conflict and prepare for it by
increasing selective attention before the stimulus appears.
The result is a reduced congruency effect in that situation.
In the MC list, on the other hand, the low frequency of conflict creates little anticipation and, therefore, little advanced
preparation for conflict. Hence, conflict, when it arises, must
be dealt with at the time that it occurs – a reactive form of
control. The result is an increased congruency effect in that
situation. Therefore, although in many accounts, proactive
and reactive control are both involved in the list-wide PC
Footnote 1 (continued)
less easily processed relevant component – the target – that requires,
most typically, an identification response). Following Kornblum’s
model, we will refer to our tas (...truncated)