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Pelzer L, Naefgen C, Herzig J, Gaschler R, Haider H. Can frequent long stimulus onset ansynchronies (SOAs) foster the representation of two separated task-sets in dual-tasking? PSYCHOLOGICAL RESEARCH 2024; 88:1231-1252. [PMID: 38418590 PMCID: PMC11143036 DOI: 10.1007/s00426-024-01935-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2022] [Accepted: 01/28/2024] [Indexed: 03/01/2024]
Abstract
Recent findings suggest that in dual-tasking the elements of the two tasks are associated across tasks and are stored in a conjoint memory episode, meaning that the tasks are not represented as isolated task-sets. In the current study, we tested whether frequent long stimulus onset ansynchronies (SOAs) can foster the representation of two separated task-sets thereby reducing or even hindering participants to generate conjoint memory episodes-compared to an integrated task-set representation induced by frequent short SOAs. Alternatively, it is conceivable that conjoint memory episodes are an inevitable consequence of presenting two tasks within a single trial. In two dual-task experiments, we tested between consecutive trials whether repeating the stimulus-response bindings of both tasks would lead to faster responses than repeating only one of the two tasks' stimulus-response bindings. The dual-task consisted of a visual-manual search task (VST) and an auditory-manual discrimination task (ADT). Overall, the results suggest that, after processing two tasks within a single trial, generating a conjoint memory episode seems to be a default process, regardless of SOA frequency. However, the respective SOA frequency affected the participants' strategy to group the processing of the two tasks or not, thereby modulating the impact of the reactivated memory episode on task performance.
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Affiliation(s)
- Lasse Pelzer
- Department of Psychology, University of Cologne, Richard-Strauss-Str. 2, 50931, Cologne, Germany
| | | | - Julius Herzig
- Department of Psychology, University of Cologne, Richard-Strauss-Str. 2, 50931, Cologne, Germany
| | - Robert Gaschler
- Department of Psychology, FernUniversität in Hagen, Hagen, Germany
| | - Hilde Haider
- Department of Psychology, University of Cologne, Richard-Strauss-Str. 2, 50931, Cologne, Germany.
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Beißel P, Künzell S. Task integration in complex, bimanual sequence learning tasks. PSYCHOLOGICAL RESEARCH 2024; 88:207-221. [PMID: 37329366 PMCID: PMC10805987 DOI: 10.1007/s00426-023-01848-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2023] [Accepted: 06/07/2023] [Indexed: 06/19/2023]
Abstract
Sequence learning and multitasking studies have largely focused on simple motor skills, which cannot be directly transferred to the plethora of complex skills found outside of laboratory conditions. Established theories e.g. for bimanual tasks and task integration thus have to be reassessed in the context of complex motor skills. We hypothesize that under more complex conditions, task integration facilitates motor learning, impedes or suppresses effector-specific learning and can still be observed despite partial secondary task interference. We used the Ξ-apparatus to assess the learning success of six groups in a bimanual dual-task, in which we manipulated the degree of possible integration between the right-hand and the left-hand sequences. We could show that task integration positively influences the learning of these complex, bimanual skills. However, the integration impedes but not fully suppresses effector-specific learning, as we could measure reduced hand-specific learning. Task integration improves learning despite the disruptive effect of partial secondary task interference, but its mitigating effect is only effective to some extent. Overall, the results suggest that previous insights on sequential motor learning and task integration can largely also be applied to complex motor skills.
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Affiliation(s)
- Patrick Beißel
- Institute of Sports Sciences, University of Augsburg, Universitätsstraße 3, 86135, Augsburg, Germany.
| | - Stefan Künzell
- Institute of Sports Sciences, University of Augsburg, Universitätsstraße 3, 86135, Augsburg, Germany
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3
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Jaap C, Maack MC, Taesler P, Steinicke F, Rose M. Enriched environments enhance the development of explicit memory in an incidental learning task. Sci Rep 2022; 12:18717. [PMID: 36333393 PMCID: PMC9636381 DOI: 10.1038/s41598-022-23226-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2022] [Accepted: 10/27/2022] [Indexed: 11/06/2022] Open
Abstract
Learning, rendered in an implicit (unconscious) or explicit (conscious) way, is a crucial part of our daily life. Different factors, like attention or motivation, influence the transformation from implicit to explicit memory. Via virtual reality a lively and engaging surrounding can be created, whereby motivational processes are assumed to be a vital part of the transition from implicit to explicit memory. In the present study, we tested the impact of an enriched virtual reality compared to two conventional, non-enriched 2D-computer-screen based tasks on implicit to explicit memory transformation, using an audio-visual sequential association task. We hypothesized, that the immersive nature of the VR surrounding enhances the transfer from implicit to explicit memory. Notably, the overall amount of learned sequence pairs were not significantly different between experimental groups, but the degree of awareness was affected by the different settings. However, we observed an increased level of explicitly remembered pairs within the VR group compared to two screen-based groups. This finding clearly demonstrates that a near-natural experimental setting affects the transformation process from implicit to explicit memory.
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Affiliation(s)
- Carina Jaap
- grid.13648.380000 0001 2180 3484NeuroImage Nord, Department for Systems Neuroscience, University Medical Center Hamburg Eppendorf, Martinistrasse 52, 20246 Hamburg, Germany
| | - Marike C. Maack
- grid.13648.380000 0001 2180 3484NeuroImage Nord, Department for Systems Neuroscience, University Medical Center Hamburg Eppendorf, Martinistrasse 52, 20246 Hamburg, Germany
| | - Philipp Taesler
- grid.13648.380000 0001 2180 3484NeuroImage Nord, Department for Systems Neuroscience, University Medical Center Hamburg Eppendorf, Martinistrasse 52, 20246 Hamburg, Germany
| | - Frank Steinicke
- grid.9026.d0000 0001 2287 2617Human-Computer Interaction, Department of Informatics, University of Hamburg, Vogt-Kölln-Str. 30, 22527 Hamburg, Germany
| | - Michael Rose
- grid.13648.380000 0001 2180 3484NeuroImage Nord, Department for Systems Neuroscience, University Medical Center Hamburg Eppendorf, Martinistrasse 52, 20246 Hamburg, Germany
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Pelzer L, Naefgen C, Gaschler R, Haider H. Element-level features in conjoint episodes in dual-tasking. PSYCHOLOGICAL RESEARCH 2022; 87:1193-1207. [PMID: 35948687 DOI: 10.1007/s00426-022-01713-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2021] [Accepted: 07/06/2022] [Indexed: 11/27/2022]
Abstract
The usual way of thinking about dual-tasking is that the participants represent the two tasks separately. However, several findings suggest that the participants rather seem to integrate the elements of both tasks into a conjoint episode. In three experiments, we aimed at further testing this task integration account in dual-tasking. To this end, we investigated how the processing of the previous Trial n-1 shapes the processing of the current Trial n. We observed performance benefits when the stimulus-response mappings of both tasks repeat in consecutive trials (full repetition: FR) as compared to when only one such mapping repeats (partial repetition: PR). In particular, our experiments focused on the question which elements of the two tasks in dual-tasking might be bound together. For this purpose, in Experiments 1 and 2, all participants performed a dual-task consisting of a visual-manual search task (VST) and an auditory-manual discrimination task (ADT). In the VST the stimulus-response mappings were variable, so that none of the stimuli of this task systematically predicted a certain response. In Experiment 1, the stimuli and responses of the VST were either both repeated or both changed in consecutive trials. In Experiment 2, we removed the stimulus repetitions in the VST and only the responses repeated across trials. In Experiment 3, we changed the ADT into a visual-auditory matching task (VAMT) with variable stimulus-response mappings, so that in both tasks only the responses repeated across trials. In Experiments 1 and 2, we observed better performance for FR than for PR, while this difference disappeared in Experiment 3. Together, the results suggest that the stimulus of one task is sufficient to retrieve the entire episode from the previous trial.
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Affiliation(s)
- Lasse Pelzer
- Department of Psychology, University of Cologne, Richard-Strauss-Str. 2, 50931, Cologne, Germany.
| | | | - Robert Gaschler
- Department of Psychology, FernUniversität in Hagen, Hagen, Germany
| | - Hilde Haider
- Department of Psychology, University of Cologne, Richard-Strauss-Str. 2, 50931, Cologne, Germany
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Hentschel M, Averbeck BB, Lange-Küttner C. The Role of IQ and Social Skills in Coping With Uncertainty in 7- to 11-Year-Old Children. ZEITSCHRIFT FUR ENTWICKLUNGSPSYCHOLOGIE UND PADAGOGISCHE PSYCHOLOGIE 2022. [DOI: 10.1026/0049-8637/a000256] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
Abstract. Most feedback we receive or give is correct (deterministic feedback), though a small fraction can be wrong for various reasons. Children need to cope with receiving some portion of wrong feedback (stochastic feedback). It is still unknown if better social functioning and communication skills or outstanding intelligence (IQ) or chronological age support children in the coping process. We tested a sample of 7-, 9-, and 11-year-old children ( N = 60) who deduced a sequence of four left and right button presses from a red and green stochastic feedback signal that was wrong in 15 % of the trials. Children performed worse with stochastic than with deterministic feedback but improved in the repeated trials, especially after receiving positive feedback about whether true or false. Controlling for IQ improved and confirmed these effects, while social and communicative competence explained little or no variance.
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Affiliation(s)
- Maren Hentschel
- Department of Psychology, University of Bremen, Germany
- Tagesklinik für Psychiatrie, Psychotherapie und Psychosomatik des Kindes- und Jugendalters, Westküstenklinikum Heide, Germany
| | - Bruno B. Averbeck
- Section on Learning and Decision Making (SLDM), National Institutes of Health and Mental Health (NIH/NIMH), Bethesda, MD, USA
| | - Christiane Lange-Küttner
- Department of Psychology, University of Bremen, Germany
- Department of Psychology, University of Greifswald, Germany
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Leh A, Langhanns C, Zhao F, Gaschler R, Müller H. Muscle activity in explicit and implicit sequence learning: Exploring additional measures of learning and certainty via tensor decomposition. Acta Psychol (Amst) 2022; 226:103587. [PMID: 35447430 DOI: 10.1016/j.actpsy.2022.103587] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2021] [Revised: 03/09/2022] [Accepted: 04/06/2022] [Indexed: 11/24/2022] Open
Abstract
Sequence learning in serial reaction time tasks (SRTTs) is usually inferred through the reaction time measured by a keyboard. However, this chronometric parameter offers no information beyond the time point of the button-press. We therefore examined whether sequence learning can be measured by muscle activations via electromyography (EMG) in a dual-task paradigm. The primary task was a SRTT, in which the stimuli followed a fixed sequence in some blocks, whereas the sequence was random in the control condition. The secondary task stimulus was always random. One group was informed about the fixed sequence, and the other not. We assessed three dependent variables. The chronometric parameter premotor time represents the duration between stimulus onset and the onset of EMG activity, which indicates the start of the response. The other variables describe the response itself considering the EMG activity after response start. The EMG integral was analyzed, and additionally, tensor decomposition was implemented to assess sequence dependent changes in the contribution of the obtained subcomponents. The results show explicit sequence learning in this dual-task setting. Specifically, the informed group show shorter premotor times in fixed than random sequences as well as larger EMG integral and tensor contributions. Further, increased activity seems to represent response certainty, since a decrease is found for both groups in trials following erroneous responses. Interestingly, the sensitivity to sequence and post-error effects varies between the subcomponents. The results indicate that muscle activity can be a useful indicator of response behavior in addition to chronometric parameters.
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Naefgen C, Gaschler R, Ionescu B, Pelzer L, Haider H. Given the option, people avoid incongruent responses in a dual-tasking situation. Acta Psychol (Amst) 2022; 228:103626. [PMID: 35661976 DOI: 10.1016/j.actpsy.2022.103626] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2021] [Revised: 05/06/2022] [Accepted: 05/20/2022] [Indexed: 11/15/2022] Open
Abstract
While past work on how people can optimize dual-tasking has focused on strategic timing (i.e., when to select responses), little is known about the extent to which people can optimize dual-tasking by taking care of which responses they select. Here we test whether spatial (in)congruency influences response selection in free-choice trials. In two experiments, we combined two visual-manual tasks with spatial stimulus- and response characteristics: Participants responded to the stimulus words "left" and "right" in a forced choice task and responded "up", "down", "left" or "right" with an arrow-key to either a free choice prompt or an X located at the respective position. In Experiment 1, participants reduced the proportion of incongruent pairs of responses (i.e., left in one and right in the other task). In Experiment 2, we found that such flexibility in response selection also holds in more constrained environments: Within runs of four trials the free-choice options were continuously reduced based on the responses already given. The combined results of Experiments 1 and 2 suggest that response selection in free choice trials is driven by performance optimization beyond response conflict.
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Weller L, Pieczykolan A, Huestegge L. Response modalities and the cognitive architecture underlying action control: Intra-modal trumps cross-modal action coordination. Cognition 2022; 225:105115. [PMID: 35390694 DOI: 10.1016/j.cognition.2022.105115] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2021] [Revised: 03/24/2022] [Accepted: 03/28/2022] [Indexed: 11/03/2022]
Abstract
Performing two actions at the same time usually hampers performance. Previous studies have demonstrated a strong impact of the particular effector systems on performance in multiple action control situations. However, an open question is whether performance is generally better or worse in situations in which two actions within the same effector system are coordinated (intra-modal actions: e.g., two pedal or two manual actions) compared to situations requiring two different effector systems (cross-modal actions: e.g., a manual combined with a vocal action). Performance differences can be predicated, among others, in the light of encapsulation accounts. Encapsulation of modules on the output side of processing would suggest that actions in two different modules can be triggered simultaneously without significant interference between the actions. Thus, cross-modal actions should lead to better performance compared to intra-modal actions. We investigated this issue in two basic experiments, in which participants responded to a single stimulus (thereby maximizing control over input and central processing stages) with one or two either intra-modal or cross-modal responses (manual-manual vs. manual-oculomotor/manual-vocal in Experiment 1/2, respectively). The results represent clear evidence for a performance advantage of intra-modal over cross-modal action control across both effector system combinations and independent of the particular spatial compatibility relation between responses. The results suggest performance benefits by taking advantage of integrated, holistic representations of intra-modal action compounds.
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Affiliation(s)
| | - Aleks Pieczykolan
- University of Würzburg, Germany; Rheinische Fachhochschule Köln, Germany
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Task-separation in dual-tasking: How action effects support the separation of the task streams. Acta Psychol (Amst) 2022; 222:103464. [PMID: 34922039 DOI: 10.1016/j.actpsy.2021.103464] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2021] [Revised: 12/01/2021] [Accepted: 12/09/2021] [Indexed: 11/21/2022] Open
Abstract
Dual-task costs might reflect a direct consequence of confusions on the task-set level as both tasks are integrated into a single task-set, instead of two separate task-sets. In order to prevent this integration-driven interference, the two task streams have to be separated. Under three experimental conditions we investigated whether in a dual-task setting such separated task processing can be elicited by providing separated action effects for both tasks. Building on the finding that implicit sequence learning is hampered under dual-tasking conditions, we used it as an indicator for successfully separated task processing. To this end, we compared the implicit sequence learning effect under a single-task condition (baseline condition) to that under a dual-task condition either with separated action effects (action-effect condition) or with conjoined error feedback at the end of each trial (feedback condition): Learning should be unaffected under the former and reduced under the latter experimental condition. In all three conditions, the participants performed a visual-manual and an auditory-manual discrimination task which were always presented concurrently. The results show that, compared to the single-task condition, under dual-task conditions implicit sequence learning is hampered when only a conjoined error feedback is given, but is largely unaffected by dual-tasking when separated action effects are presented. Overall this suggests that whenever two tasks in a dual-task situation appear concurrently, they seem to get integrated into a single task-set by default. Yet, manipulations like the presentation of separated action effects could help to elicit a separated task processing, thus strengthening the representation as two separate task-sets.
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Liu H, Li W, Zuo M, Wang F, Guo Z, Schwieter JW. Cross-Task Adaptation Effects of Bilingual Language Control on Cognitive Control: A Dual-Brain EEG Examination of Simultaneous Production and Comprehension. Cereb Cortex 2021; 32:3224-3242. [PMID: 34882197 DOI: 10.1093/cercor/bhab411] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2021] [Revised: 10/17/2021] [Accepted: 10/18/2021] [Indexed: 11/13/2022] Open
Abstract
For bilinguals, speaking and listening are assisted by complex control processes including conflict monitoring and inhibition. However, the extent to which these processes adapt to linguistic and situational needs has been examined separately for language production and comprehension. In the present study, we use a dual-EEG to record the carry-over effects of language control on general cognitive control in three language contexts (single-first language [L1], single-second language [L2], and mixed). Chinese learners of English were placed in dyads in which one participant was asked to name pictures while the other listened. Interleaved after each naming/listening trial were flanker trials. The results from picture naming and listening revealed higher delta and theta synchronization in the single-L2 and mixed contexts compared with the single-L1 context and higher theta synchronization in the mixed context compared with the single-L2 and single-L1 contexts. The results from the interleaved flanker trials demonstrated that inhibition was adaptively generalized in the single-L2 and mixed contexts. Altogether, the findings support the natural adaptation of language control to cognitive control and underscore the importance of linguistic context. We argue that these adaptive patterns have the potential to affect corresponding control processes across language and cognitive control tasks.
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Affiliation(s)
- Huanhuan Liu
- Research Center of Brain and Cognitive Neuroscience, Liaoning Normal University, Dalian 116029, China.,Key Laboratory of Brain and Cognitive Neuroscience, Dalian, Liaoning Province 116029, China
| | - Wanqing Li
- Research Center of Brain and Cognitive Neuroscience, Liaoning Normal University, Dalian 116029, China.,Key Laboratory of Brain and Cognitive Neuroscience, Dalian, Liaoning Province 116029, China
| | - Mingyue Zuo
- Research Center of Brain and Cognitive Neuroscience, Liaoning Normal University, Dalian 116029, China.,Key Laboratory of Brain and Cognitive Neuroscience, Dalian, Liaoning Province 116029, China
| | - Fenqi Wang
- Department of Linguistics, University of Florida, Gainesville, FL 32611-5454, USA
| | - Zibin Guo
- Research Center of Brain and Cognitive Neuroscience, Liaoning Normal University, Dalian 116029, China.,Key Laboratory of Brain and Cognitive Neuroscience, Dalian, Liaoning Province 116029, China
| | - John W Schwieter
- Language Acquisition, Cognition, and Multilingualism Laboratory/Bilingualism Matters @ Wilfrid Laurier University, Waterloo, ON N2L 3C5, Canada
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Pelzer L, Naefgen C, Gaschler R, Haider H. Learning of across- and within-task contingencies modulates partial-repetition costs in dual-tasking. PSYCHOLOGICAL RESEARCH 2021; 86:952-967. [PMID: 33885955 PMCID: PMC8942975 DOI: 10.1007/s00426-021-01518-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2020] [Accepted: 04/06/2021] [Indexed: 11/26/2022]
Abstract
Dual-task costs might result from confusions on the task-set level as both tasks are not represented as distinct task-sets, but rather being integrated into a single task-set. This suggests that events in the two tasks are stored and retrieved together as an integrated memory episode. In a series of three experiments, we tested for such integrated task processing and whether it can be modulated by regularities between the stimuli of the two tasks (across-task contingencies) or by sequential regularities within one of the tasks (within-task contingencies). Building on the experimental approach of feature binding in action control, we tested whether the participants in a dual-tasking experiment will show partial-repetition costs: they should be slower when only the stimulus in one of the two tasks is repeated from Trial n - 1 to Trial n than when the stimuli in both tasks repeat. In all three experiments, the participants processed a visual-manual and an auditory-vocal tone-discrimination task which were always presented concurrently. In Experiment 1, we show that retrieval of Trial n - 1 episodes is stable across practice if the stimulus material is drawn randomly. Across-task contingencies (Experiment 2) and sequential regularities within a task (Experiment 3) can compete with n - 1-based retrieval leading to a reduction of partial-repetition costs with practice. Overall the results suggest that participants do not separate the processing of the two tasks, yet, within-task contingencies might reduce integrated task processing.
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Affiliation(s)
- Lasse Pelzer
- Department of Psychology, University of Cologne, Richard-Strauss-Str. 2, 50931, Cologne, Germany.
| | | | - Robert Gaschler
- Department of Psychology, FernUniversität in Hagen, Hagen, Germany
| | - Hilde Haider
- Department of Psychology, University of Cologne, Richard-Strauss-Str. 2, 50931, Cologne, Germany
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Röttger E, Zhao F, Gaschler R, Haider H. Why Does Dual-Tasking Hamper Implicit Sequence Learning? J Cogn 2021; 4:1. [PMID: 33506167 PMCID: PMC7792471 DOI: 10.5334/joc.136] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2020] [Accepted: 10/15/2020] [Indexed: 11/20/2022] Open
Abstract
Research on the limitations of dual-tasking might profit from using setups with a predictable sequence of stimuli and responses and assessing the acquisition of this sequence. Detrimental effects of dual-tasking on implicit sequence learning in the serial reaction time task (SRTT; Nissen & Bullemer, 1987) - when paired with an uncorrelated task - have been attributed to participants' lack of separating the streams of events in either task. Assuming that co-occurring events are automatically integrated, we reasoned that participants could need to first learn which events co-occur, before they can acquire sequence knowledge. In the training phase, we paired an 8-element visual-manual SRTT with an auditory-vocal task. Afterwards, we tested under single-tasking conditions whether SRTT sequence knowledge had been acquired. By applying different variants of probabilistic SRTT-tone pairings across three experiments, we tested what type of predictive relationship was needed to preserve sequence learning. In Experiment 1, where half of the SRTT-elements were paired to 100% with one specific tone and the other half randomly, only the fixedly paired elements were learned. Yet, no sequence learning was found when each of the eight SRTT-elements was paired with tone identity in a 75%-25% ratio (Experiment 2). Sequence learning was, however, intact when the 75%-25% ratio was applied to the four SRTT target locations instead (Experiment 3). The results suggest that participants (when lacking a separation of the task representations while dual-tasking) can learn a sequence inherent in one of two tasks to the extent that across-task contingencies can be learned first.
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Affiliation(s)
- Eva Röttger
- Department of Psychology, University of Bremen, Hochschulring 18, 28359 Bremen, DE
| | - Fang Zhao
- Department of Psychology, FernUniversität in Hagen, Universitätsstr. 33, 58084 Hagen, DE
| | - Robert Gaschler
- Department of Psychology, FernUniversität in Hagen, Universitätsstr. 33, 58084 Hagen, DE
| | - Hilde Haider
- Department of Psychology, University of Cologne, Richard-Strauss-Str. 2, 50931 Köln, DE
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