Isoluminant stimuli in a familiar discrete keying sequence task can be ignored
Psychological Research
https://doi.org/10.1007/s00426-019-01277-0
ORIGINAL ARTICLE
Isoluminant stimuli in a familiar discrete keying sequence task can be
ignored
Willem B. Verwey1,2
Received: 13 May 2019 / Accepted: 2 December 2019
© The Author(s) 2019
Abstract
Motor sequencing models suggest that when with extensive practice sequence representations have developed, stimuli
indicating the individual sequence elements may no longer be used for sequence execution. However, it is not clear whether
participants can at all refrain from processing these stimuli. Two experiments were performed in which participants practiced
two 7-keypress sequences by responding to isoluminant key-specific stimuli. In the mixed condition of the ensuing test phase,
the stimuli were displayed only occasionally, and the question was whether this would make participants stop processing
these stimuli. In Experiment 1, the benefit of displaying stimuli was assessed after substantial practice, while Experiment 2
examined development of this benefit across practice. The results of Experiment 1 showed that participants rely a little less
on these stimuli when they are displayed only occasionally, but Experiment 2 revealed that participants quickly developed
high awareness, and that they ignored these stimuli already after limited practice. These findings confirm that participants
can choose to ignore these isoluminant stimuli but tend to use them when they are displayed. These and other findings show
in some detail how various cognitive systems interact to produce familiar keying sequences.
Introduction
The development of sequential movement skills is investigated with a variety of experimental procedures (for reviews,
see, e.g., Abrahamse, Jiménez, Verwey, & Clegg, 2010;
Doyon et al., 2009; Perruchet & Pacton, 2006; Rhodes, Bullock, Verwey, Averbeck, & Page, 2004; Rosenbaum, 2010;
Verwey, Shea, & Wright, 2015). One of these procedures
involves participants initially reacting to each of two fixed
series of 2–7 successively presented key-specific stimuli
in the so-called discrete sequence production (DSP) task
(Abrahamse, Ruitenberg, De Kleine, & Verwey, 2013; Verwey, 1999). With practice, participants usually can perform
the two sequences in response to just the first key-specific
stimulus. This suggests that eventually they may ignore the
stimuli after the first one. Still, there are reasons to assume
* Willem B. Verwey
1
Faculty of Behavioral Sciences, Cognitive Psychology
and Ergonomics, University of Twente, P.O. Box 217,
7500 AE Enschede, The Netherlands
2
Human Performance Laboratories, Department of Health
and Kinesiology, Texas A&M University, College Station,
TX, USA
that, if displayed, the use of key-specific stimuli may be
mandatory. The present study therefore addressed whether
participants stop processing key-specific stimuli when they
are displayed only occasionally. I used isoluminant color
changes as stimuli to explore this for the situation that stimulus display attracts little or no attention.
Developing motor sequencing skill
When participants practice discrete keying sequences,
they begin by reacting to individual key-specific stimuli.
However, the Cognitive framework for Sequential Motor
Behavior (C-SMB) posits that already within tens of trials
participants develop spatial and/or verbal central-symbolic
sequence representations (Barnhoorn, Döhring, Van Asseldonk, & Verwey, 2016; Verwey, 2015; Verwey et al., 2015;
for support from brain imaging studies, see Hikosaka et al.,
1999; Verwey et al., 2019). Extracting individual responses
from these spatial and verbal representations demands central-cognitive processing resources, and this makes sequence
execution susceptible to interference by other cognitively
loading tasks (Verwey, Abrahamse, & De Kleine, 2010; Verwey, Abrahamse, De Kleine, & Ruitenberg, 2014).
After hundreds of trials, sequence representations develop
in terms of motor parameters like activation patterns of
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Psychological Research
agonist/antagonist muscles (Shea, Kovacs, & Panzer, 2011),
musculoskeletal forces and dynamics (Krakauer, Ghilardi,
& Ghez, 1999), joint angles (Criscimagna-Hemminger,
Donchin, Gazzaniga, & Shadmehr, 2003), and/or posturerelated representations (Rosenbaum et al., 2009). These
representations are denoted motor chunks (Broadbent,
1987; Graybiel, 1998; Sakai, Hikosaka, & Nakamura, 2004;
Verwey, 1996). The use of motor chunks is characterized
by effector-specific sequence learning (Verwey & Wright,
2004) and an overlap between successive movements (i.e.,
coarticulation; see, e.g., Gentner, Grudin, & Conway, 1980;
Gonzalez-Sanchez, Dahl, Hatfield, & Godøy, 2019). Executing motor sequences based on motor chunks is fast because
these representations code the sequences motorically and
executing the individual responses demands few centralcognitive processing resources. The required cognitive processes merely involve preparing, selecting, and initiating
motor chunks and no longer deriving response codes from
sequence representations.
Research demonstrated that when discrete keying
sequences exceed about 4 or 5 responses, usually a relatively
slow response develops that divides the sequence in segments of about 3 or 4 responses (Acuna et al., 2014; Verwey,
1999; Verwey & Eikelboom, 2003; Wymbs, Bassett, Mucha,
Porter, & Grafton, 2012). These slow responses suggest that
some dominant—central-symbolic or motor chunk—representation has a limited capacity and the slow response indicates the transition from one to the next sequence representation. The first response of the second and later segments is
called a concatenation response; the other responses past the
first one are execution responses (Abrahamse et al., 2013).
According to C-SMB, the systems responsible for reacting to stimuli and for applying the central-symbolic and
motor chunk representations are functionally separate systems that race to trigger each next response (Verwey, 2003;
for other racing cognitive systems see Brown & Heathcote,
2008; Raab, 1962; Ratcliff, 2006; Ulrich & Miller, 1997). As
these systems are stochastic and provide their output at times
distributed around some average, a generally slower system
may increase general execution rate because it occasionally
still wins the race (Verwey, 2003).
The contribution of key‑specific stimuli
The development of sequence representations in a DSP task
suggests that the contribution of the second and later keyspecific stimuli reduces with practice. Indeed, no longer displaying key-specific stimuli in a study with DSP sequences
slowed individual responses by 155 ms after 144 practice trials per sequence (Verwey, Abrahamse, Ruitenberg, Jiménez,
& De Kleine, 2011), and by only 32 ms after 720 practice
trials (Ruitenberg, Verwey, Schutter, & Abrahamse, 2014).
Sequencing models suggest that with even more practice the
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stimulus–response (S–R) translation system may be entirely
outrun by the sequenci (...truncated)