1
|
Fox AJ, Matthews N, Qiu Z, Filmer HL, Dux PE. On the lasting impact of mild traumatic brain injury on working memory: Behavioural and electrophysiological evidence. Neuropsychologia 2024; 204:109005. [PMID: 39313130 DOI: 10.1016/j.neuropsychologia.2024.109005] [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: 11/14/2023] [Revised: 08/06/2024] [Accepted: 09/20/2024] [Indexed: 09/25/2024]
Abstract
Despite increasing recognition of the significance of mild traumatic brain injury (mTBI), the long-term cognitive consequences of the injury remain unclear. More sensitive measures that can detect subtle cognitive changes and consideration of individual variability are needed to properly characterise cognitive outcomes following mTBI. Here, we used complex behavioural tasks, individual differences approaches, and electrophysiology to investigate the long-term cognitive effects of a history of mTBI. In Experiment 1, participants with self-reported mTBI history (n=82) showed poorer verbal working memory performance on the operation span task compared to control participants (n=88), but there were no group differences in visual working memory, multitasking, cognitive flexibility, attentional control, visuospatial ability, or information processing speed. Individual differences analyses revealed that time since injury and presence of memory loss predicted visual working memory capacity and visuospatial ability, respectively, in those with mTBI history. In Experiment 2, participants with mTBI history (n=20) again demonstrated poorer verbal working memory on the operation span task compared to control participants (n=38), but no group differences were revealed on a visuospatial complex span task or simpler visual working memory measures. We also explored the electrophysiological indices of visual working memory using EEG during a change detection task. No differences were observed in early sensory event-related potentials (P1, N1) or the later negative slow wave associated with visual working memory capacity. Together, these findings suggest that mTBI history may be associated with a lasting, isolated disruption in the subsystem underlying verbal working memory storage. The results emphasise the importance of sensitive cognitive measures and accounting for individual variability in injury characteristics when assessing mTBI outcomes.
Collapse
Affiliation(s)
- Amaya J Fox
- School of Psychology, The University of Queensland, St Lucia, Queensland, Australia.
| | - Natasha Matthews
- School of Psychology, The University of Queensland, St Lucia, Queensland, Australia
| | - Zeguo Qiu
- Max Planck Centre for Computational Psychiatry and Ageing Research, University College London, London, United Kingdom
| | - Hannah L Filmer
- School of Psychology, The University of Queensland, St Lucia, Queensland, Australia
| | - Paul E Dux
- School of Psychology, The University of Queensland, St Lucia, Queensland, Australia
| |
Collapse
|
2
|
Davis EE, Tehrani EK, Campbell KL. Some young adults hyper-bind too: Attentional control relates to individual differences in hyper-binding. Psychon Bull Rev 2024; 31:1809-1820. [PMID: 38302792 DOI: 10.3758/s13423-024-02464-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/12/2024] [Indexed: 02/03/2024]
Abstract
Hyper-binding - the erroneous encoding of target and distractor information into associative pairs in memory - has been described as a unique age effect caused by declines in attentional control. Previous work has found that, on average, young adults do not hyper-bind. However, if hyper-binding is caused by reduced attentional control, then young adults with poor attention regulation should also show evidence of hyper-binding. We tested this question with an individual differences approach, using a battery of attentional control tasks and relating this to individual differences in hyper-binding. Participants (N = 121) completed an implicit associative memory test measuring memory for both target-distractor (i.e., hyper-binding) and target-target pairs, followed by a series of tasks measuring attentional control. Our results show that on average, young adults do not hyper-bind, but as predicted, those with poor attentional control show a larger hyper-binding effect than those with good attentional control. Exploratory analyses also suggest that individual differences in attentional control relate to susceptibility to interference at retrieval. These results support the hypothesis that hyper-binding in older adults is due to age-related declines in attentional control, and demonstrate that hyper-binding may be an issue for any individual with poor attentional control, regardless of age.
Collapse
Affiliation(s)
- Emily E Davis
- Department of Psychology, Brock University, 1812 Sir Isaac Brock Way, St. Catharines, Ontario, L2S 3A1, Canada.
| | - Edyta K Tehrani
- Department of Psychology, Brock University, 1812 Sir Isaac Brock Way, St. Catharines, Ontario, L2S 3A1, Canada
| | - Karen L Campbell
- Department of Psychology, Brock University, 1812 Sir Isaac Brock Way, St. Catharines, Ontario, L2S 3A1, Canada
| |
Collapse
|
3
|
Unsworth N, Miller AL, Strayer DL. Individual differences in attention control: A meta-analysis and re-analysis of latent variable studies. Psychon Bull Rev 2024:10.3758/s13423-024-02516-1. [PMID: 38769271 DOI: 10.3758/s13423-024-02516-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/11/2024] [Indexed: 05/22/2024]
Abstract
A meta-analysis and re-analysis of prior latent variable studies was conducted in order to assess whether there is evidence for individual differences in broad attention control abilities. Data from 90 independent samples and over 23,000 participants suggested that most (84.4%) prior studies find evidence for a coherent attention control factor with average factor loadings of .51. This latent attention control factor was related to other cognitive ability factors including working memory, shifting, fluid intelligence, long-term memory, reading comprehension, and processing speed, as well as to self-reports of task-unrelated thoughts and task specific motivation. Further re-analyses and meta-analyses suggest that the results remained largely unchanged when considering various possible measurement issues. Examining the factor structure of attention control suggested evidence for sub-components of attention control (restraining, constraining and sustaining attention) which could be accounted for a by a higher-order factor. Additional re-analyses suggested that attention control represents a broad ability within models of cognitive abilities. Overall, these results provide evidence for attention control abilities as an important individual differences construct.
Collapse
Affiliation(s)
- Nash Unsworth
- Department of Psychology, University of Oregon, Eugene, OR, 97403, USA.
| | - Ashley L Miller
- Department of Psychology, University of California, Los Angeles, CA, USA
| | - Deanna L Strayer
- Department of Psychology, University of Oregon, Eugene, OR, 97403, USA
| |
Collapse
|
4
|
Zhang H, Hu Y, Li Y, Li D, Liu H, Li X, Song Y, Zhao C. Neurovascular coupling in the attention during visual working memory processes. iScience 2024; 27:109368. [PMID: 38510112 PMCID: PMC10951642 DOI: 10.1016/j.isci.2024.109368] [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: 11/06/2023] [Revised: 11/19/2023] [Accepted: 02/26/2024] [Indexed: 03/22/2024] Open
Abstract
Focusing attention in visual working memory (vWM) depends on the ability to filter distractors and expand the scope of targets. Although many properties of attention processes in vWM have been well documented, it remains unclear how the mechanisms of neurovascular coupling (NVC) function during attention processes in vWM. Here, we show simultaneous multimodal data that reveal the similar temporal and spatial features of attention processes during vWM. These similarities lead to common NVC outcomes across individuals. When filtering out distractors, the electroencephalography (EEG)-informed NVC displayed broader engagement across the frontoparietal network. A negative correlation may exist between behavioral metrics and EEG-informed NVC strength related to attention control. On a dynamic basis, NVC features exhibited higher discriminatory power in predicting behavior than other features alone. These results underscore how multimodal approaches can advance our understanding of the role of attention in vWM, and how NVC fluctuations are associated with actual behavior.
Collapse
Affiliation(s)
- Hao Zhang
- School of Systems Science, Beijing Normal University, Beijing 100875, China
- Center for Cognition and Neuroergonomics, State Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University at Zhuhai, Zhuhai 519087, China
- International Academic Center of Complex Systems, Advanced Institute of Natural Sciences, Beijing Normal University, Zhuhai, China
| | - Yiqing Hu
- Chinese Institute for Brain Research, Beijing 102206, China
| | - Yang Li
- Chinese Institute for Brain Research, Beijing 102206, China
| | - Dongwei Li
- State Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing, China
- Department of Applied Psychology, School of Arts and Sciences, Beijing Normal University, Zhuhai, China
| | - Hanli Liu
- Department of Bioengineering, the University of Texas at Arlington, Arlington, TX, USA
| | - Xiaoli Li
- Center for Cognition and Neuroergonomics, State Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University at Zhuhai, Zhuhai 519087, China
- State Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing, China
| | - Yan Song
- State Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing, China
| | - Chenguang Zhao
- School of Systems Science, Beijing Normal University, Beijing 100875, China
- Center for Cognition and Neuroergonomics, State Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University at Zhuhai, Zhuhai 519087, China
- Chinese Institute for Brain Research, Beijing 102206, China
| |
Collapse
|
5
|
Robison MK, Celaya X, Ball BH, Brewer GA. Task sequencing does not systematically affect the factor structure of cognitive abilities. Psychon Bull Rev 2024; 31:670-685. [PMID: 37653281 DOI: 10.3758/s13423-023-02369-0] [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] [Accepted: 08/13/2023] [Indexed: 09/02/2023]
Abstract
Latent variable analyses of cognitive abilities are among the major means by which cognitive psychologists test theories regarding the structure of human cognition. Models are fit to observed variance-covariance structures, and the fit of those models are compared to assess the merits of competing theories. However, an often unconsidered and potentially important methodological issue is the precise sequence in which tasks are delivered to participants. Here we empirically tested whether differences in task sequences systematically affect the observed factor structure. A large sample (N = 587) completed a battery of 12 cognitive tasks measuring four constructs: working memory, long-term memory, attention control, and fluid intelligence. Participants were assigned to complete the assessment in one of three sequences: fixed and grouped by construct vs. fixed and interleaved across constructs vs. random by participant. We generated and tested two hypotheses: grouping task sequences by construct (i.e., administering clusters of tasks measuring a cognitive construct consecutively) would (1) systematically increase factor loadings and (2) systematically decrease interfactor correlations. Neither hypothesis was supported. The measurement models were largely invariant across the three conditions, suggesting that latent variable analyses are robust to such subtle methodological differences as task sequencing.
Collapse
Affiliation(s)
- Matthew K Robison
- Department of Psychology, The University of Texas at Arlington, Arlington, TX, USA.
| | - Xavier Celaya
- Department of Psychology, Arizona State University, 501 S. Nedderman Dr., Box 19528, Arlington, TX, 76019, USA
| | - B Hunter Ball
- Department of Psychology, The University of Texas at Arlington, Arlington, TX, USA
| | - Gene A Brewer
- Department of Psychology, Arizona State University, 501 S. Nedderman Dr., Box 19528, Arlington, TX, 76019, USA
| |
Collapse
|
6
|
Bosen AK, Doria GM. Identifying Links Between Latent Memory and Speech Recognition Factors. Ear Hear 2024; 45:351-369. [PMID: 37882100 PMCID: PMC10922378 DOI: 10.1097/aud.0000000000001430] [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] [Indexed: 10/27/2023]
Abstract
OBJECTIVES The link between memory ability and speech recognition accuracy is often examined by correlating summary measures of performance across various tasks, but interpretation of such correlations critically depends on assumptions about how these measures map onto underlying factors of interest. The present work presents an alternative approach, wherein latent factor models are fit to trial-level data from multiple tasks to directly test hypotheses about the underlying structure of memory and the extent to which latent memory factors are associated with individual differences in speech recognition accuracy. Latent factor models with different numbers of factors were fit to the data and compared to one another to select the structures which best explained vocoded sentence recognition in a two-talker masker across a range of target-to-masker ratios, performance on three memory tasks, and the link between sentence recognition and memory. DESIGN Young adults with normal hearing (N = 52 for the memory tasks, of which 21 participants also completed the sentence recognition task) completed three memory tasks and one sentence recognition task: reading span, auditory digit span, visual free recall of words, and recognition of 16-channel vocoded Perceptually Robust English Sentence Test Open-set sentences in the presence of a two-talker masker at target-to-masker ratios between +10 and 0 dB. Correlations between summary measures of memory task performance and sentence recognition accuracy were calculated for comparison to prior work, and latent factor models were fit to trial-level data and compared against one another to identify the number of latent factors which best explains the data. Models with one or two latent factors were fit to the sentence recognition data and models with one, two, or three latent factors were fit to the memory task data. Based on findings with these models, full models that linked one speech factor to one, two, or three memory factors were fit to the full data set. Models were compared via Expected Log pointwise Predictive Density and post hoc inspection of model parameters. RESULTS Summary measures were positively correlated across memory tasks and sentence recognition. Latent factor models revealed that sentence recognition accuracy was best explained by a single factor that varied across participants. Memory task performance was best explained by two latent factors, of which one was generally associated with performance on all three tasks and the other was specific to digit span recall accuracy at lists of six digits or more. When these models were combined, the general memory factor was closely related to the sentence recognition factor, whereas the factor specific to digit span had no apparent association with sentence recognition. CONCLUSIONS Comparison of latent factor models enables testing hypotheses about the underlying structure linking cognition and speech recognition. This approach showed that multiple memory tasks assess a common latent factor that is related to individual differences in sentence recognition, although performance on some tasks was associated with multiple factors. Thus, while these tasks provide some convergent assessment of common latent factors, caution is needed when interpreting what they tell us about speech recognition.
Collapse
|
7
|
Chen S, Cerruti M, Ghandi M, Tsao LL, Sermeno R. Determine the impact of Emotive Intelligent Spaces on children's behavioural and cognitive outcomes. COGENT EDUCATION 2023; 10:2281850. [PMID: 38282646 PMCID: PMC10822668 DOI: 10.1080/2331186x.2023.2281850] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/17/2023] [Accepted: 11/07/2023] [Indexed: 01/30/2024]
Abstract
This study aims to investigate the impact of a novel environmental intervention-Emotive Intelligent Spaces (EIS) on young children's self-regulation and working memory using a single-subject reversal design (ABAB). EIS is a semi-private space with coloured lights that could adapt to each child's preferred colour based on the child's self-reported emotional state. A total of 29 three-to-seven-year-old participants completed the experiment from fall 2020 to summer 2021. Self-regulation was measured by the Head-Toes-Knees-Shoulders task; working memory was measured by the Woodcock-Johnson Numbers Reversed subset. Children's age was controlled as a covariate. Descriptive statistics indicated that the group means of self-regulation scores were higher in the intervention conditions. However, the group means of working memory scores were lower in the intervention conditions. We conducted repeated measure ANCOVA for the main analysis, and results showed no statistically significant differences in children's self-regulation and working memory scores between baseline and intervention conditions. It is recommended that future studies should take the illuminance level into consideration of the intervention effect. Further, our study implies that avoiding visual overstimulation in the classroom (e.g. heavily decorated walls) may create an optimal level of visual arousal and promote focused attention.
Collapse
Affiliation(s)
- Shiyi Chen
- Margaret Ritchie School of Family and Consumer Sciences, College of Agriculture and Life Sciences, University of Idaho, Moscow, ID, USA
| | - Minyoung Cerruti
- School of Design and Construction, Voiland College of Engineering and Architecture, Washington State University, Pullman, Washington, USA
| | - Mona Ghandi
- School of Design and Construction, Voiland College of Engineering and Architecture, Washington State University, Pullman, Washington, USA
| | - Ling-Ling Tsao
- Margaret Ritchie School of Family and Consumer Sciences, College of Agriculture and Life Sciences, University of Idaho, Moscow, ID, USA
| | - Rebecca Sermeno
- Margaret Ritchie School of Family and Consumer Sciences, College of Agriculture and Life Sciences, University of Idaho, Moscow, ID, USA
| |
Collapse
|
8
|
Superbia-Guimarães L, Cowan N. Disentangling Processing and Storage Accounts of Working Memory Development in Childhood. DEVELOPMENTAL REVIEW 2023; 69:101089. [PMID: 37662651 PMCID: PMC10470321 DOI: 10.1016/j.dr.2023.101089] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/05/2023]
Abstract
Researchers have been asking the question of what drives the development of working memory (WM) during childhood for decades. This question is particularly challenging because so many aspects of cognition develop with age that it is difficult to disentangle them and find out which factors are causal or fundamental. In this review, we first prepare to discuss this issue by inquiring whether increases in storage, processing, or both are the fundamental driving factor(s) of the age-related increase in WM capability in childhood. We contend that by experimentally manipulating either factor and observing changes in the other, it is possible to learn about causal roles in WM development. We discuss research on school-aged children that seems to suggest, by means of such an approach, that the growth of storage is causal for some phases or steps in WM tasks, but that the growth of processing is causal for other steps. In our theoretical proposal, storage capacity of the focus of attention determines earlier steps of information processing by constraining the selective encoding of information into WM, whereas processing dependent on the focus of attention determines later steps, like the detection of patterns that can simplify the effective memory load and adoption of a proactive stance of maintenance in dual-task settings. Future directions for research are discussed.
Collapse
Affiliation(s)
- Luísa Superbia-Guimarães
- University of Missouri, Department of Psychological Sciences, 210 McAlester Hall, Columbia MO, 65211, United States
| | - Nelson Cowan
- University of Missouri, Department of Psychological Sciences, 210 McAlester Hall, Columbia MO, 65211, United States
| |
Collapse
|
9
|
Liu Y, Liu Q, Zhao J, Leng X, Han J, Xia F, Pang Y, Chen H. Anodal transcranial direct current stimulation (tDCS) over the left dorsolateral prefrontal cortex improves attentional control in chronically stressed adults. Front Neurosci 2023; 17:1182728. [PMID: 37397442 PMCID: PMC10309114 DOI: 10.3389/fnins.2023.1182728] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Accepted: 05/30/2023] [Indexed: 07/04/2023] Open
Abstract
Introduction Chronic stress is a long-term condition that negatively affects cognitive ability and mental health. Individuals who experience chronic stress show poor attentional control. Transcranial direct current stimulation (tDCS) to the dorsolateral prefrontal cortex (DLPFC) modulates executive function domains. Therefore, it is beneficial to investigate whether tDCS of the DLPFC could improve attentional control and relieve stress in chronically stressed individuals. Methods We assess the event-related potentials (ERPs) associated with attentional control in individuals with chronic stress after the tDCS intervention. Forty individuals were randomly assigned to either the anodal tDCS group, which received 5 sessions of the 20 min tDCS over the DLPFC (2 mA; n = 20), or the sham tDCS (n = 20). Participants' stress levels, anxiety, depressive symptoms, and state affects were assessed and compared before and after the intervention. The ERP was collected through electroencephalography (EEG) technology during an attentional network test. Results After the anodal tDCS, we found a significant decrease in the perceived stress scale (PSS) scores (from an average score of 35.05 to 27.75), p = 0.01 as well as the State-Trait Anxiety Inventory (STAI) scores, p = 0.002. Better performance in the attentional network test, a significant reduction in the N2 amplitudes, and an enhancement in the P3 amplitudes (both cues and targets) were also found in the anodal tDCS group. Discussion Our study findings suggest that tDCS to the left DLPFC could effectively relieve chronic stress, potentially reflected by increased attentional control.
Collapse
Affiliation(s)
- Yong Liu
- Key Laboratory of Cognition and Personality (Ministry of Education), Southwest University, Chongqing, China
- School of Psychology, Southwest University, Chongqing, China
| | - Qingjin Liu
- The Clinical Hospital of Chengdu Brain Science Institute, School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, China
- MOE Key Lab for Neuroinformation, High-Field Magnetic Resonance Brain Imaging Key Laboratory of Sichuan Province, University of Electronic Science and Technology of China, Chengdu, China
| | - Jia Zhao
- Key Laboratory of Cognition and Personality (Ministry of Education), Southwest University, Chongqing, China
- School of Psychology, Southwest University, Chongqing, China
| | - Xuechen Leng
- Key Laboratory of Cognition and Personality (Ministry of Education), Southwest University, Chongqing, China
- School of Psychology, Southwest University, Chongqing, China
| | - Jinfeng Han
- Key Laboratory of Cognition and Personality (Ministry of Education), Southwest University, Chongqing, China
- School of Psychology, Southwest University, Chongqing, China
| | - Feng Xia
- Department of Hepatobiliary Surgery, Southwest Hospital, Army Medical University, Chongqing, China
| | - Yazhi Pang
- School of Psychology, Southwest University, Chongqing, China
| | - Hong Chen
- Key Laboratory of Cognition and Personality (Ministry of Education), Southwest University, Chongqing, China
- School of Psychology, Southwest University, Chongqing, China
- Faculty of Psychology, Research Center of Psychology and Social Development, Southwest University, Chongqing, China
| |
Collapse
|
10
|
Schor D, Wilcox KT, Gibson BS. Partial recall: Implications for the discrete slot limit of working memory capacity. Atten Percept Psychophys 2023:10.3758/s13414-023-02713-5. [PMID: 37157008 DOI: 10.3758/s13414-023-02713-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/15/2023] [Indexed: 05/10/2023]
Abstract
The nature of working memory capacity (WMC) has been a highly contested topic among cognitive scientists. Some advocate for the discrete nature of this construct, fixed to a set number of independent slots, each capable of storing a single chunk of bound information. Others advocate for a continuous limit, guided by a pool of immediately available resources spent across the to-be-remembered items. To understand the nature of WMC, it was first essential to separate capacity from other factors, such as performance consistency, which may impact overall WM performance. Recent work by Schor et al., (2020, Psychonomic Bulletin & Review, 27[5], 1006-1013) has provided a method for separating these constructs within a single visual array task. The present study used this statistical model to extract partial information, defined as accurate recall of a correct color, but not location, at a rate greater than expected through guessing. The successful memory of this information would demonstrate that capacity does not rely on the existence of empty slots, which discrete slot model advocates argue, are necessary for successful storage and recall of items. The present study found that participants were able to successfully recall partial information at a rate significantly greater than chance, but not beyond the individual working memory capacity limit. These findings help provide additional support for the discrete resource slot model, while simultaneously casting doubt on its strong object slot model alternative.
Collapse
Affiliation(s)
- Daniel Schor
- Department of Psychology, University of Notre Dame, 390 Corbett Family Hall, Notre Dame, IN, USA
| | - Kenneth Tyler Wilcox
- Department of Psychology, University of Notre Dame, 390 Corbett Family Hall, Notre Dame, IN, USA
| | - Bradley S Gibson
- Department of Psychology, University of Notre Dame, 390 Corbett Family Hall, Notre Dame, IN, USA.
| |
Collapse
|
11
|
Wong YS, Willoughby AR, Machado L. Reconceptualizing mind wandering from a switching perspective. PSYCHOLOGICAL RESEARCH 2023; 87:357-372. [PMID: 35348846 PMCID: PMC9928802 DOI: 10.1007/s00426-022-01676-w] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2021] [Accepted: 03/10/2022] [Indexed: 10/18/2022]
Abstract
Mind wandering is a universal phenomenon in which our attention shifts away from the task at hand toward task-unrelated thoughts. Despite it inherently involving a shift in mental set, little is known about the role of cognitive flexibility in mind wandering. In this article we consider the potential of cognitive flexibility as a mechanism for mediating and/or regulating the occurrence of mind wandering. Our review begins with a brief introduction to the prominent theories of mind wandering-the executive failure hypothesis, the decoupling hypothesis, the process-occurrence framework, and the resource-control account of sustained attention. Then, after discussing their respective merits and weaknesses, we put forward a new perspective of mind wandering focused on cognitive flexibility, which provides an account more in line with the data to date, including why older populations experience a reduction in mind wandering. After summarizing initial evidence prompting this new perspective, drawn from several mind-wandering and task-switching studies, we recommend avenues for future research aimed at further understanding the importance of cognitive flexibility in mind wandering.
Collapse
Affiliation(s)
- Yi-Sheng Wong
- Department of Psychology and Brain Health Research Centre, University of Otago, William James Building, 275 Leith Walk, Dunedin, 9016, New Zealand.
- Brain Research New Zealand, Auckland, New Zealand.
- School of Psychology and Clinical Language Sciences, University of Reading Malaysia, Nusajaya, Malaysia.
| | - Adrian R Willoughby
- School of Psychology and Clinical Language Sciences, University of Reading Malaysia, Nusajaya, Malaysia
- Department of Psychology, Monash University Malaysia, Subang Jaya, Malaysia
| | - Liana Machado
- Department of Psychology and Brain Health Research Centre, University of Otago, William James Building, 275 Leith Walk, Dunedin, 9016, New Zealand
- Brain Research New Zealand, Auckland, New Zealand
| |
Collapse
|
12
|
Working Memory Capacity Depends on Attention Control, but Not Selective Attention. Behav Sci (Basel) 2023; 13:bs13020092. [PMID: 36829321 PMCID: PMC9952259 DOI: 10.3390/bs13020092] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2022] [Revised: 01/18/2023] [Accepted: 01/19/2023] [Indexed: 01/24/2023] Open
Abstract
Working memory and attention are interrelated constructs that are sometimes even considered indistinguishable. Since attention is not a uniform construct, it is possible that different types of attention affect working memory capacity differently. To clarify this issue, we investigated the relationship between working memory capacity and various components of attention. The sample consisted of 136 healthy adult participants aged 18 to 37 years (M = 20.58, SD = 2.74). Participants performed tasks typically used to assess working memory (operation span, change detection, simple digit span, and adaptive digit span tasks), selective attention (visual search task), and attention control (Stroop and antisaccade tasks). We tested several models with working memory and attention, either as a unitary factor or being divided into selective attention and attention control factors. A confirmatory factor analysis showed that the model with three latent variables-working memory capacity, attention control, and selective attention-fit the data best. Results showed that working memory and attention are distinct but correlated constructs: working memory capacity was only related to attention control, whereas attention control was related to both constructs. We propose that differences in working memory capacity are determined only by the ability to maintain attention on the task, while differences in the ability to filter out non-salient distractors are not related to working memory capacity.
Collapse
|
13
|
He Y, Yang T, He C, Sun K, Guo Y, Wang X, Bai L, Xue T, Xu T, Guo Q, Liao Y, Liu X, Wu S. Effects of audiovisual interactions on working memory: Use of the combined N-back + Go/NoGo paradigm. Front Psychol 2023; 14:1080788. [PMID: 36874804 PMCID: PMC9982107 DOI: 10.3389/fpsyg.2023.1080788] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Accepted: 01/27/2023] [Indexed: 02/19/2023] Open
Abstract
Background Approximately 94% of sensory information acquired by humans originates from the visual and auditory channels. Such information can be temporarily stored and processed in working memory, but this system has limited capacity. Working memory plays an important role in higher cognitive functions and is controlled by central executive function. Therefore, elucidating the influence of the central executive function on information processing in working memory, such as in audiovisual integration, is of great scientific and practical importance. Purpose This study used a paradigm that combined N-back and Go/NoGo tasks, using simple Arabic numerals as stimuli, to investigate the effects of cognitive load (modulated by varying the magnitude of N) and audiovisual integration on the central executive function of working memory as well as their interaction. Methods Sixty college students aged 17-21 years were enrolled and performed both unimodal and bimodal tasks to evaluate the central executive function of working memory. The order of the three cognitive tasks was pseudorandomized, and a Latin square design was used to account for order effects. Finally, working memory performance, i.e., reaction time and accuracy, was compared between unimodal and bimodal tasks with repeated-measures analysis of variance (ANOVA). Results As cognitive load increased, the presence of auditory stimuli interfered with visual working memory by a moderate to large extent; similarly, as cognitive load increased, the presence of visual stimuli interfered with auditory working memory by a moderate to large effect size. Conclusion Our study supports the theory of competing resources, i.e., that visual and auditory information interfere with each other and that the magnitude of this interference is primarily related to cognitive load.
Collapse
Affiliation(s)
- Yang He
- Department of Military Medical Psychology, Fourth Military Medical University, Xi'an, China
| | - Tianqi Yang
- Department of Military Medical Psychology, Fourth Military Medical University, Xi'an, China
| | - Chunyan He
- Department of Nursing, Fourth Military Medical University, Xi'an, China
| | - Kewei Sun
- Department of Military Medical Psychology, Fourth Military Medical University, Xi'an, China
| | - Yaning Guo
- Department of Military Medical Psychology, Fourth Military Medical University, Xi'an, China
| | - Xiuchao Wang
- Department of Military Medical Psychology, Fourth Military Medical University, Xi'an, China
| | - Lifeng Bai
- Faculty of Humanities and Social Sciences, Aviation University of Air Force, Changchun, China
| | - Ting Xue
- Faculty of Humanities and Social Sciences, Aviation University of Air Force, Changchun, China
| | - Tao Xu
- Psychology Section, Secondary Sanatorium of Air Force Healthcare Center for Special Services, Hangzhou, China
| | - Qingjun Guo
- Psychology Section, Secondary Sanatorium of Air Force Healthcare Center for Special Services, Hangzhou, China
| | - Yang Liao
- Air Force Medical Center, Air Force Medical University, Beijing, China
| | - Xufeng Liu
- Department of Military Medical Psychology, Fourth Military Medical University, Xi'an, China
| | - Shengjun Wu
- Department of Military Medical Psychology, Fourth Military Medical University, Xi'an, China
| |
Collapse
|
14
|
Draheim C, Pak R, Draheim AA, Engle RW. The role of attention control in complex real-world tasks. Psychon Bull Rev 2022; 29:1143-1197. [PMID: 35167106 PMCID: PMC8853083 DOI: 10.3758/s13423-021-02052-2] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/14/2021] [Indexed: 11/15/2022]
Abstract
Working memory capacity is an important psychological construct, and many real-world phenomena are strongly associated with individual differences in working memory functioning. Although working memory and attention are intertwined, several studies have recently shown that individual differences in the general ability to control attention is more strongly predictive of human behavior than working memory capacity. In this review, we argue that researchers would therefore generally be better suited to studying the role of attention control rather than memory-based abilities in explaining real-world behavior and performance in humans. The review begins with a discussion of relevant literature on the nature and measurement of both working memory capacity and attention control, including recent developments in the study of individual differences of attention control. We then selectively review existing literature on the role of both working memory and attention in various applied settings and explain, in each case, why a switch in emphasis to attention control is warranted. Topics covered include psychological testing, cognitive training, education, sports, police decision-making, human factors, and disorders within clinical psychology. The review concludes with general recommendations and best practices for researchers interested in conducting studies of individual differences in attention control.
Collapse
Affiliation(s)
- Christopher Draheim
- Department of Psychology, Lawrence University, Appleton, WI, USA.
- School of Psychology, Georgia Institute of Technology, Atlanta, GA, USA.
| | - Richard Pak
- Department of Psychology, Clemson University, Clemson, SC, USA
| | - Amanda A Draheim
- Department of Psychology, Lawrence University, Appleton, WI, USA
| | - Randall W Engle
- School of Psychology, Georgia Institute of Technology, Atlanta, GA, USA
| |
Collapse
|
15
|
Spontaneous mind-wandering tendencies linked to cognitive flexibility in young adults. Conscious Cogn 2022; 102:103335. [DOI: 10.1016/j.concog.2022.103335] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2021] [Revised: 03/31/2022] [Accepted: 04/22/2022] [Indexed: 11/22/2022]
|
16
|
Dorigoni A, Rajsic J, Bonini N. Does cognitive reflection predict attentional control in visual tasks? Acta Psychol (Amst) 2022; 226:103562. [PMID: 35339923 DOI: 10.1016/j.actpsy.2022.103562] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2019] [Revised: 02/24/2022] [Accepted: 03/14/2022] [Indexed: 11/01/2022] Open
Abstract
The cognitive reflection test (CRT) measures the ability to suppress an intuitive, but incorrect, answer that easily comes to mind. The relationship between the CRT and different cognitive biases has been widely studied. However, whether cognitive reflection is related to attentional control is less well studied. The aim of this paper is to investigate whether the inhibitory component of the CRT, measured by the number of non-intuitive answers of the CRT (Inhibitory Control Score), is related to the control of visual attention in visual tasks that involve overriding a bias in what to attend: an anti-saccade task and a visual search task. To test this possibility, we analyzed whether the CRT-Inhibitory Control Score (CRT-ICS) predicted attention allocation in each task. We compared the relationship between the CRT-ICS to two other potential predictors of attentional control: numeracy and visual working memory (VWM). Participants who scored lower on the CRT-ICS made more errors in the "look-away" trials in the anti-saccade task. Participants who scored higher on the CRT-ICS looked more often towards more informative color subsets in the visual search task. However, when controlling for numeracy and visual working memory, CRT-ICS scores were only related to the control of visual attention in the anti-saccade task.
Collapse
|
17
|
Saylik R, Williams AL, Murphy RA, Szameitat AJ. Characterising the unity and diversity of executive functions in a within-subject fMRI study. Sci Rep 2022; 12:8182. [PMID: 35581269 PMCID: PMC9114123 DOI: 10.1038/s41598-022-11433-z] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2021] [Accepted: 04/20/2022] [Indexed: 01/17/2023] Open
Abstract
Behavioural studies investigating the relationship between Executive Functions (EFs) demonstrated evidence that different EFs are correlated with each other, but also that they are partially independent from each other. Neuroimaging studies investigating such an interrelationship with respect to the functional neuroanatomical correlates are sparse and have revealed inconsistent findings. To address this question, we created four tasks derived from the same basic paradigm, one each for updating, inhibition, switching, and dual-tasking. We assessed brain activity through functional magnetic resonance imaging (fMRI) in twenty-nine participants while they performed the four EF tasks plus control tasks. For the analysis, we first determined the neural correlates of each EF by subtracting the respective control tasks from the EF tasks. We tested for unity in EF tasks by calculating the conjunction across these four "EF-minus-control" contrasts. This identified common areas including left lateral frontal cortices [middle and superior frontal gyrus (BA 6)], medial frontal cortices (BA 8) as well as parietal cortices [inferior and superior parietal lobules (BA 39/7)]. We also observed areas activated by two or three EF tasks only, such as frontoparietal areas [e.g., SFG (BA8) right inferior parietal lobule (BA 40), left precuneus (BA 7)], and subcortical regions [bilateral thalamus (BA 50)]. Finally, we found areas uniquely activated for updating [bilateral MFG (BA 8) and left supramarginal gyrus (BA 39)], inhibition (left IFG BA 46), and dual-tasking [left postcentral gyrus (BA 40)]. These results demonstrate that the functional neuroanatomical correlates of the four investigated EFs show unity as well as diversity.
Collapse
Affiliation(s)
- Rahmi Saylik
- Department of Psychology, Mus Alparslan University, Muş, Turkey.
- Department of Life Sciences, Centre for Cognitive Neuroscience, Brunel University London, Uxbridge, UK.
| | - Adrian L Williams
- Department of Life Sciences, Centre for Cognitive Neuroscience, Brunel University London, Uxbridge, UK
| | - Robin A Murphy
- Department of Experimental Psychology, University of Oxford, Oxford, UK
| | - Andre J Szameitat
- Department of Life Sciences, Centre for Cognitive Neuroscience, Brunel University London, Uxbridge, UK.
- Division of Psychology, Brunel University London, Kingston Lane, Uxbridge, UB8 3PH, UK.
| |
Collapse
|
18
|
Calub CA, Rapport MD, Irurita C, Eckrich SJ, Bohil C. Attention Control in Children With ADHD: An Investigation Using Functional Near Infrared Spectroscopy (fNIRS). Child Neuropsychol 2022; 28:1072-1096. [PMID: 35285411 DOI: 10.1080/09297049.2022.2047913] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
Attention problems are a predominant contributor to near- and far-term functional outcomes in attention-deficit/hyperactivity disorder (ADHD); however, most interventions focus on improving the alerting attentional network, which has failed to translate into improved learning for a majority of children with ADHD. Comparatively less is known regarding the executive attentional network and its overarching attention control process, which governs the ability to maintain relevant information in a highly active, interference-free state, and is intrinsic to a broad range of cognitive functions. This is the first study to compare attention control abilities in children with ADHD and typically developing (TD) children using the Visual Array Task (VAT) and to simultaneously measure hemodynamic functioning (oxyHb) using functional Near-Infrared Spectroscopy (fNIRS). Nineteen children with ADHD Combined type and 18 typically developing (TD) children aged 8 to 12 years were administered the VAT task while prefrontal activity was monitored using fNIRS. Results revealed that children with ADHD evinced large magnitude deficits in attention control and that oxyHb levels in the left dorsal lateral prefrontal cortex (dlPFC) were significantly greater in children with ADHD relative to TD children. These findings suggest that poor attention control abilities in children with ADHD may be related to increased left dlPFC activation in response to an underdeveloped and/or inefficient right dlPFC. The need to design interventions that target and strengthen attention control and its corresponding neural network is discussed based on the likelihood that attention control serves as the potential quaesitum for understanding a wide array of ADHD-related deficits.
Collapse
Affiliation(s)
- Catrina A Calub
- Department of Psychology, University of Central Florida, Orlando, FL, USA
| | - Mark D Rapport
- Department of Psychology, University of Central Florida, Orlando, FL, USA
| | - Carolina Irurita
- Department of Psychology, University of Central Florida, Orlando, FL, USA
| | - Samuel J Eckrich
- Department of Neuropsychology, Kennedy Krieger Institute/Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Corey Bohil
- Department of Psychology, University of Central Florida, Orlando, FL, USA
| |
Collapse
|
19
|
Ouerfelli-Ethier J, Salemme R, Fournet R, Urquizar C, Pisella L, Khan AZ. Impaired Spatial Inhibition Processes for Interhemispheric Anti-saccades following Dorsal Posterior Parietal Lesions. Cereb Cortex Commun 2021; 2:tgab054. [PMID: 34604753 PMCID: PMC8481671 DOI: 10.1093/texcom/tgab054] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2021] [Revised: 08/25/2021] [Accepted: 08/25/2021] [Indexed: 11/12/2022] Open
Abstract
Anti-saccades are eye movements that require inhibition to stop the automatic saccade to the visual target and to perform instead a saccade in the opposite direction. The inhibitory processes underlying anti-saccades have been primarily associated with frontal cortex areas for their role in executive control. Impaired performance in anti-saccades has also been associated with the parietal cortex, but its role in inhibitory processes remains unclear. Here, we tested the assumption that the dorsal parietal cortex contributes to spatial inhibition processes of contralateral visual target. We measured anti-saccade performance in 2 unilateral optic ataxia patients and 15 age-matched controls. Participants performed 90 degree (across and within visual fields) and 180 degree inversion anti-saccades, as well as pro-saccades. The main result was that our patients took longer to inhibit visually guided saccades when the visual target was presented in the ataxic hemifield and the task required a saccade across hemifields. This was observed through anti-saccades latencies and error rates. These deficits show the crucial role of the dorsal posterior parietal cortex in spatial inhibition of contralateral visual target representations to plan an accurate anti-saccade toward the ipsilesional side.
Collapse
Affiliation(s)
- Julie Ouerfelli-Ethier
- School of Optometry, University of Montreal, Montreal H3T 1P1, Canada
- Lyon Neuroscience Research Center, Trajectoires Team, INSERM 1028, CNRS UMR 5292, University of Lyon I Claude-Bernard, Lyon 69500, France
| | - Romeo Salemme
- Lyon Neuroscience Research Center, Trajectoires Team, INSERM 1028, CNRS UMR 5292, University of Lyon I Claude-Bernard, Lyon 69500, France
| | - Romain Fournet
- School of Optometry, University of Montreal, Montreal H3T 1P1, Canada
| | - Christian Urquizar
- Lyon Neuroscience Research Center, Trajectoires Team, INSERM 1028, CNRS UMR 5292, University of Lyon I Claude-Bernard, Lyon 69500, France
| | - Laure Pisella
- Lyon Neuroscience Research Center, Trajectoires Team, INSERM 1028, CNRS UMR 5292, University of Lyon I Claude-Bernard, Lyon 69500, France
| | - Aarlenne Z Khan
- School of Optometry, University of Montreal, Montreal H3T 1P1, Canada
| |
Collapse
|
20
|
Che J, Sun X, Skov M, Vartanian O, Rosselló J, Nadal M. The role of working memory capacity in evaluative judgments of liking and beauty. Cogn Emot 2021; 35:1407-1415. [PMID: 34187327 DOI: 10.1080/02699931.2021.1947781] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
Judgments of liking and beauty appear to be expressions of a common hedonic state, but they differ in how they engage cognitive processes. We hypothesised that beauty judgments place greater demands on limited executive resources than judgments of liking. We tested this hypothesis by asking two groups of participants to judge works of visual art for their beauty or liking while having to remember the location of 1, 3, or 5 dots in a 4 by 4 matrix. We also examined the effect of individual differences in working memory capacity. Our results show that holding information about the location of the dots in working memory delayed judgments of beauty but not of liking. Also, the greater participants' working memory capacity, the faster they completed the working memory task when judging liking, but not when judging beauty. Our study provides evidence that judging beauty draws more on working memory resources than judging liking.
Collapse
Affiliation(s)
- Jiajia Che
- Human Evolution and Cognition Research Group (EvoCog), Department of Psychology, University of the Balearic Islands, Palma, Spain
| | - Xiaolei Sun
- Human Evolution and Cognition Research Group (EvoCog), Department of Psychology, University of the Balearic Islands, Palma, Spain
| | - Martin Skov
- Decision Neuroscience Research Cluster, Copenhagen Business School, Frederiksberg, Denmark.,Danish Research Centre for Magnetic Resonance, Copenhagen University Hospital Hvidovre, Hvidovre, Denmark
| | - Oshin Vartanian
- Department of Psychology, University of Toronto, Toronto, Canada
| | - Jaume Rosselló
- Human Evolution and Cognition Research Group (EvoCog), Department of Psychology, University of the Balearic Islands, Palma, Spain
| | - Marcos Nadal
- Human Evolution and Cognition Research Group (EvoCog), Department of Psychology, University of the Balearic Islands, Palma, Spain
| |
Collapse
|
21
|
Chan SHW, Yu CKC, Li AWO. Impact of mindfulness-based cognitive therapy on counseling self-efficacy: A randomized controlled crossover trial. PATIENT EDUCATION AND COUNSELING 2021; 104:360-368. [PMID: 32798079 DOI: 10.1016/j.pec.2020.07.022] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/14/2020] [Revised: 07/23/2020] [Accepted: 07/25/2020] [Indexed: 06/11/2023]
Abstract
OBJECTIVE To investigate the impact of a structured eight-week mindfulness-based cognitive therapy (MBCT) program on counseling self-efficacy among counseling trainees. METHODS Undergraduate counseling trainees were randomized to an MBCT group (n = 25) or a waitlist control group (n = 25) with a crossover trial design. Psychological measurements regarding mindfulness, empathy, self-compassion, psychological distress, counseling self-efficacy as well as neuro-physiological measures including frontal midline theta activity, respiration rate, and skin conductance were taken at baseline (T1), after intervention (T2), and six-month follow-up (T3). RESULTS Mindfulness training could make significant positive changes in empathy, self-compassion, stress reduction, and counseling self-efficacy with this being backed up by both psychological and neuro-physiological evidence at T2. However, such differences between the two groups had greatly subsided after crossover in which carry-over effect and marked improvement were noted in the study and control group, respectively, at T3. In addition, mindfulness was the most significant determinant that contributed to counseling self-efficacy, followed by psychological distress reduction and self-compassion according to the regression models. CONCLUSION Integrating mindfulness into counseling training is beneficial for helping profession trainees. PRACTICE IMPLICATION Incorporating mindfulness into counseling training can enhance the necessary "being mode" qualities in counseling and address self-care issues during training.
Collapse
Affiliation(s)
- Sunny H W Chan
- Department of Rehabilitation Sciences, The Hong Kong Polytechnic University, Hong Kong.
| | - Calvin Kai-Ching Yu
- Department of Counselling and Psychology, Hong Kong Shue Yan University, Hong Kong
| | - Alex W O Li
- Department of Counselling and Psychology, Hong Kong Shue Yan University, Hong Kong
| |
Collapse
|
22
|
A review of uncertainty visualization errors: Working memory as an explanatory theory. PSYCHOLOGY OF LEARNING AND MOTIVATION 2021. [DOI: 10.1016/bs.plm.2021.03.001] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
|
23
|
Martini M, Marhenke R, Martini C, Rossi S, Sachse P. Individual differences in working memory capacity moderate effects of post-learning activity on memory consolidation over the long term. Sci Rep 2020; 10:17976. [PMID: 33087750 PMCID: PMC7578020 DOI: 10.1038/s41598-020-74760-z] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2019] [Accepted: 09/24/2020] [Indexed: 11/09/2022] Open
Abstract
Similar to sleeping after learning, a brief period of wakeful resting after encoding new information supports memory retention in contrast to task-related cognition. Recent evidence suggests that working memory capacity (WMC) is related to sleep-dependent declarative memory consolidation. We tested whether WMC moderates the effect of a brief period of wakeful resting compared to performing a distractor task subsequent to encoding a word list. Participants encoded and immediately recalled a word list followed by either an 8 min wakeful resting period (eyes closed, relaxed) or by performing an adapted version of the d2 test of attention for 8 min. At the end of the experimental session (after 12–24 min) and again, after 7 days, participants were required to complete a surprise free recall test of both word lists. Our results show that interindividual differences in WMC are a central moderating factor for the effect of post-learning activity on memory retention. The difference in word retention between a brief period of wakeful resting versus performing a selective attention task subsequent to encoding increased in higher WMC individuals over a retention interval of 12–24 min, as well as over 7 days. This effect was reversed in lower WMC individuals. Our results extend findings showing that WMC seems not only to moderate sleep-related but also wakeful resting-related memory consolidation.
Collapse
|
24
|
Minnick MR, Pérez-Edgar KE, Soto JA. A Disruption in the Balance of Attentional Systems Plays a Role in Trait Anxiety. Brain Sci 2020; 10:brainsci10100761. [PMID: 33096934 PMCID: PMC7589342 DOI: 10.3390/brainsci10100761] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2020] [Revised: 10/13/2020] [Accepted: 10/17/2020] [Indexed: 11/16/2022] Open
Abstract
Elevated levels of anxiety are associated with attentional threat biases and inefficient attentional control, with the latter requiring sustained cognitive effort. The current study assessed self-reported and behavioral evidence of attentional functioning, along with electrodermal activity (EDA; measured via changes in skin conductance level [SCL reactivity]) as an index of sympathetic arousal, to examine whether these vulnerabilities are evident among individuals with elevated trait anxiety (non-clinical). Fifty-nine participants completed a working memory span task measuring attentional control under high cognitive load. A visual change detection task assessed stimulus-driven attention as an indicator of vigilance to non-threatening visual information. Trait anxiety was self-reported. SCL was captured at rest and during the working memory task. Results revealed that trait anxiety was positively related to speed of visual change detection, without accuracy costs, suggesting enhanced vigilance for neutral visual information among those higher in trait anxiety. Trait anxiety also moderated the relation between change detection speed and attentional control, such that attentional vigilance was not associated with variation in attentional control for individuals higher in trait anxiety. However, for individuals lower in trait anxiety, vigilance was negatively associated with attention control. The relationship between vigilance and attentional control was also moderated by SCL reactivity such that the association was only significant at lower SCL reactivity levels. Taken together, results suggest that individuals higher in trait anxiety demonstrate greater attentional control in the service of visual detection, but greater attentional control may come at the cost of increased sympathetic arousal.
Collapse
|
25
|
A model comparison approach reveals individual variation in the scope and control of attention. Psychon Bull Rev 2020; 27:1006-1013. [PMID: 32514801 DOI: 10.3758/s13423-020-01744-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
The maintenance capacity of working memory is known to be severely limited in scope. However, the reason this capacity varies across individuals remains unknown because it has proven difficult to estimate the maximum capacity of an individual's "scope of attention" (SoA) separate from their ability to achieve this maximum capacity due to temporary lapses in "attention control" (AC). The present study accomplished this separation by using a maximum likelihood framework to extract latent constructs representing SoA and AC from a whole-report version of the visual-array task. The results of two experiments (N = 145 and N = 189) showed that model fit was significantly greater when the model allowed both AC and SoA to vary across individuals relative to a model in which only AC was allowed to vary (and SoA was fixed). More importantly, the individual estimates of SoA and AC derived from this variable model suggested that (1) the observed range of SoA was found to be small across individuals, with 91% able to maintain a maximum of 3 or 4 items; (2) the consistency with which AC could be deployed was only weakly correlated with the magnitude of SoA; and (3) AC and SoA were both found to be significant predictors of fluid intelligence. Altogether, the present study clarified the nature of maintenance capacity and suggested that SoA and AC both need to be included in a mechanistic account of complex cognition.
Collapse
|
26
|
Individual differences in working memory capacity and the regulation of arousal. Atten Percept Psychophys 2020; 82:3273-3290. [DOI: 10.3758/s13414-020-02077-0] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
|
27
|
Impact of Chronic Stress on Attention Control: Evidence from Behavioral and Event-Related Potential Analyses. Neurosci Bull 2020; 36:1395-1410. [PMID: 32929635 DOI: 10.1007/s12264-020-00549-9] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2019] [Accepted: 03/08/2020] [Indexed: 01/01/2023] Open
Abstract
Chronic stress affects brain function, so assessing its hazards is important for mental health. To overcome the limitations of behavioral data, we combined behavioral and event-related potentials (ERPs) in an attention network task. This task allowed us to differentiate between three specific aspects of attention: alerting, orienting, and execution. Forty-one participants under chronic stress and 31 non-stressed participants were enrolled. On the performance level, the chronically stressed group showed a significantly slower task response and lower accuracy. Concerning ERP measures, smaller cue-N1, cue-N2, and larger cue-P3 amplitudes were found in the stressed group, indicating that this group was less able to assign attention to effective information, i.e., they made inefficient use of cues and had difficulty in maintaining alerting. In addition, the stressed group showed larger target-N2 amplitudes, indicating that this group needed to allocate more cognitive resources to deal with the conflict targets task. Subgroup analysis revealed lower target-P3 amplitudes in the stressed than in the non-stressed group. Group differences associated with the attention networks were found at the ERP level. In the stressed group, excessive depletion of resources led to changes in attention control. In this study, we examined the effects of chronic stress on individual executive function from a neurological perspective. The results may benefit the development of interventions to improve executive function in chronically stressed individuals.
Collapse
|
28
|
Uus Õ, Seitlinger PC, Ley TT. Cognitive capacity in self-directed learning: Evidence of middle school students' executive attention to resist distraction. Acta Psychol (Amst) 2020; 209:103089. [PMID: 32629207 DOI: 10.1016/j.actpsy.2020.103089] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2020] [Revised: 05/05/2020] [Accepted: 05/11/2020] [Indexed: 11/29/2022] Open
Abstract
Self-directed learning (SDL) is a rapidly developing trend in schools, although its prerequisites, such as children's skills and abilities to plan and monitor their own learning, have not been investigated in detail. Due to additional cognitive load it induces, SDL has been in some cases found to be detrimental for learning, especially for students with a lower cognitive capacity. With this study, we explored some of the causes for the variability in learning gains. We examined 111 middle school students' self-directed category learning using an exploratory web-task for autonomous learning, focusing on their information search (browsing a taxonomy of unknown dinosaurs) and their memorization of respective category labels. We were interested to detect whether students' performance in a complex span task (Ospan) was also reflected in their search and learning behavior. Results revealed different learning gain trajectories in the latter task, where higher WMC students were more confident about their learning. Also, the students with lower WMC were found to search the taxonomy by repeatedly searching the same (basic type of) dinosaur exemplar. In line with prior findings about human mental capacity restrictions and cognitive load theory, the present work evidenced the important role of students' resistance to distraction, and its relation to differences in self-directed search and memorizing. The results imply the need to teach metacognitive skills and offer supportive scaffolding in order to avoid cognitive overload in SDL.
Collapse
Affiliation(s)
- Õnne Uus
- School of Educational Sciences, Tallinn University, Narva road 25, 10120 Tallinn, Estonia.
| | | | - Timo Tobias Ley
- School of Educational Sciences, Tallinn University, Narva road 25, 10120 Tallinn, Estonia.
| |
Collapse
|
29
|
Dekkers TJ, Rapport MD, Calub CA, Eckrich SJ, Irurita C. ADHD and hyperactivity: The influence of cognitive processing demands on gross motor activity level in children. Child Neuropsychol 2020; 27:63-82. [PMID: 32662360 DOI: 10.1080/09297049.2020.1793924] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
Excessive gross motor activity is a prominent feature of children with ADHD, and accruing evidence indicates that their gross motor activity is significantly higher in situations associated with high relative to low working memory processing demands. It remains unknown, however, whether children's gross motor activity rises to an absolute level or accelerates incrementally as a function of increasingly more difficult cognitive processing demands imposed on the limited capacity working memory (WM) system - a question of both theoretical and applied significance. The present investigation examined the activity level of 8- to 12-year-old children with ADHD (n = 36) and Typically Developing (TD) children (n = 24) during multiple experimental conditions: a control condition with no storage and negligible WM processing demands; a short-term memory (STM) storage condition; and a sequence of WM conditions that required both STM and incrementally more difficult higher-order cognitive processing. Relative to the control condition, all children, regardless of diagnostic status, exhibited higher levels of gross motor activity while engaged in WM tasks that required STM alone and STM combined with upper level cognitive processing demands, and children with ADHD were motorically more active under all WM conditions relative to TD children. The increase in activity as a consequence of cognitive demand was similar for all experimental conditions. Findings suggest that upregulation of physical movement rises and remains relatively stable to promote arousal related mechanisms when engaged in cognitive activities involving WM for all children, and to a greater extent for children with ADHD.
Collapse
Affiliation(s)
- Tycho J Dekkers
- Department of Psychology, University of Central Florida , Orlando, FL, USA.,Department of Psychology, University of Amsterdam , Amsterdam, The Netherlands.,Academic Center for Child and Adolescent Psychiatry, de Bascule , Amsterdam, The Netherlands.,Department of Child and Adolescent Psychiatry, Free University Medical Center, Amsterdam UMC , Amsterdam, The Netherlands
| | - Mark D Rapport
- Department of Psychology, University of Central Florida , Orlando, FL, USA
| | - Catrina A Calub
- Department of Psychology, University of Central Florida , Orlando, FL, USA
| | - Samuel J Eckrich
- Department of Psychology, University of Central Florida , Orlando, FL, USA
| | - Carolina Irurita
- Department of Psychology, University of Central Florida , Orlando, FL, USA
| |
Collapse
|
30
|
The spatial coding mechanism of ordinal symbols: a study based on the ordinal position effect. Atten Percept Psychophys 2020; 82:1051-1062. [PMID: 31758525 DOI: 10.3758/s13414-019-01930-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
The ordinal position effect refers to a phenomenon in which items positioned early in an ordinal sequence receive a faster response with the left key than with the right key, and the opposite response pattern occurs when items are positioned later in an ordinal sequence. Previous studies have suggested that ordinal symbols are spatially represented from left to right, thus leading to the ordinal position effect; however, the spatial coding mechanism of ordinal symbols remains unclear. Therefore, the present study explored the ordinal position effect as an index to judge the spatial coding of ordinal symbols, and three experiments were performed to investigate the spatial coding mechanism of ordinal symbols. In particular, a novel transitory ordinal sequence was induced by presenting successive dots of different colors centrally (Experiment 1), from left to right or from right to left (Experiments 2 and 3), and participants were asked to memorize the successive dots in the correct order. Then, the participants were asked to press a key to provide a response corresponding to a probe dot's ordinal position (Experiments 1 and 2) or its spatial location (Experiment 3). The following results were identified: (1) The ordinal position effect occurred when responses were based on the ordinal position regardless of the presentation direction, and (2) the ordinal position effect was overridden when responses were based on the spatial locations of the ordinal symbols. From these results, we concluded that the spatial coding of ordinal symbols is flexible and that ordinal symbols are encoded depending on the specific experimental context.
Collapse
|
31
|
Barkus E. Effects of working memory training on emotion regulation: Transdiagnostic review. Psych J 2020; 9:258-279. [PMID: 32166891 DOI: 10.1002/pchj.353] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2019] [Revised: 10/20/2019] [Accepted: 11/19/2019] [Indexed: 12/18/2022]
Abstract
Working memory training is widely used transdiagnostically to improve cognition. However, more recently, studies using working memory training packages have targeted emotion-regulation outcomes to determine whether far transfer effects can be achieved. A narrative review is conducted of studies that have used standardized computerized working memory training packages across healthy volunteers, affect, anxiety, post-traumatic stress disorder (PTSD), and eating disordered populations with emotion-regulation outcomes. Working memory training has been used in children, adolescents, and adults to improve emotion regulation. Many studies have reported gains in mood as well as emotion-regulation strategies following working memory training, regardless of clinical indication and whether near transfer gains were achieved in cognitive domains. Significant emotion-regulation outcomes include: state and trait anxiety, rumination, brooding, positive appraisal, decreasing maladaptive emotion-regulation strategies, and decreasing intrusive thoughts. It is speculated that these far transfer outcomes from working memory training are possible due to the cognitive and neural overlap between cognitive and affective working memory, and emotion regulation. Working memory training could improve cognitive efficiency, which, in turn, increases the availability of cognitive resources during times when emotion regulation is taxed. Future studies need to consider the role of participant expectancy in predicting outcome measure performance, and including subjective and objective outcomes is paramount to study design. Furthermore, sample sizes require additional attention, given that the current review highlights that individual differences in non-clinical and clinical populations influence the outcomes from working memory training. Working memory training offers a possibility for improving emotion regulation transdiagnostically.
Collapse
Affiliation(s)
- Emma Barkus
- School of Psychology, University of Wollongong, Wollongong, Australia
| |
Collapse
|
32
|
Padilla LMK, Castro SC, Quinan PS, Ruginski IT, Creem-Regehr SH. Toward Objective Evaluation of Working Memory in Visualizations: A Case Study Using Pupillometry and a Dual-Task Paradigm. IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS 2020; 26:332-342. [PMID: 31425092 DOI: 10.1109/tvcg.2019.2934286] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Cognitive science has established widely used and validated procedures for evaluating working memory in numerous applied domains, but surprisingly few studies have employed these methodologies to assess claims about the impacts of visualizations on working memory. The lack of information visualization research that uses validated procedures for measuring working memory may be due, in part, to the absence of cross-domain methodological guidance tailored explicitly to the unique needs of visualization research. This paper presents a set of clear, practical, and empirically validated methods for evaluating working memory during visualization tasks and provides readers with guidance in selecting an appropriate working memory evaluation paradigm. As a case study, we illustrate multiple methods for evaluating working memory in a visual-spatial aggregation task with geospatial data. The results show that the use of dual-task experimental designs (simultaneous performance of several tasks compared to single-task performance) and pupil dilation can reveal working memory demands associated with task difficulty and dual-tasking. In a dual-task experimental design, measures of task completion times and pupillometry revealed the working memory demands associated with both task difficulty and dual-tasking. Pupillometry demonstrated that participants' pupils were significantly larger when they were completing a more difficult task and when multitasking. We propose that researchers interested in the relative differences in working memory between visualizations should consider a converging methods approach, where physiological measures and behavioral measures of working memory are employed to generate a rich evaluation of visualization effort.
Collapse
|
33
|
Abstract
We are capable of storing a virtually infinite amount of visual information in visual long-term memory (VLTM) storage. At the same time, the amount of visual information we can encode and maintain in visual short-term memory (VSTM) at a given time is severely limited. How do these two memory systems interact to accumulate vast amount of VLTM? In this series of experiments, we exploited interindividual and intraindividual differences VSTM capacity to examine the direct involvement of VSTM in determining the encoding rate (or "bandwidth") of VLTM. Here, we found that the amount of visual information encoded into VSTM at a given moment (i.e., VSTM capacity), but neither the maintenance duration nor the test process, predicts the effective encoding "bandwidth" of VLTM.
Collapse
Affiliation(s)
- Keisuke Fukuda
- Department of Psychology, University of Toronto Mississauga, 3359 Mississauga Rd., Mississauga, ON, L5L 1C6, Canada.
| | - Edward K Vogel
- Department of Psychology, University of Chicago, Chicago, IL, USA
| |
Collapse
|
34
|
Ward RT, Miskovich TA, Stout DM, Bennett KP, Lotfi S, Larson CL. Reward-related distracters and working memory filtering. Psychophysiology 2019; 56:e13402. [PMID: 31206739 DOI: 10.1111/psyp.13402] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2017] [Revised: 04/01/2019] [Accepted: 05/07/2019] [Indexed: 01/29/2023]
Abstract
Reward-related stimuli capture attention, even when they are task irrelevant. A consequence of attentional prioritization of reward-related stimuli is that they may also have preferential access to working memory like other forms of emotional information. However, whether reward-related distracters leak into working memory remains unknown. Here, using a well-validated change detection task of visual working memory capacity and filtering, we conducted two studies to directly assess the impact of reward-related distracters on working memory. In both studies, the distracters consisted of colored bars or circles that were previously associated with monetary reward. In Experiment 1, results indicated that previously rewarded distracters did not impact behavioral measures of working memory filtering efficiency compared to neutral distracters. In Experiment 2, using ERPs, we measured the contralateral delay activity (CDA), a psychophysiological index of the number of items retained in working memory, to further assess filtering efficiency. We observed that the CDA for high reward distracters was similar to low reward and neutral distracters. However, in early trials, behavioral measures revealed that previously rewarded stimuli negatively impacted working memory capacity, an effect not observed with neutral distracters. This effect, though, was not found for the CDA in early trials. In summary, our findings across two studies suggest that attentional capture by task-irrelevant reward may have minimal impact on visual working memory-findings that have important implications for delineating the boundaries of reward-cognition interactions.
Collapse
Affiliation(s)
- Richard T Ward
- Department of Psychology, University of Wisconsin-Milwaukee, Milwaukee, Wisconsin
| | - Tara A Miskovich
- Department of Psychology, University of Wisconsin-Milwaukee, Milwaukee, Wisconsin
| | - Daniel M Stout
- Center of Excellence for Stress and Mental Health, VA San Diego Healthcare System, San Diego, California.,Department of Psychiatry, University of California, San Diego, San Diego, California
| | - Kenneth P Bennett
- Department of Psychology, University of Wisconsin-Milwaukee, Milwaukee, Wisconsin
| | - Salahadin Lotfi
- Department of Psychology, University of Wisconsin-Milwaukee, Milwaukee, Wisconsin
| | - Christine L Larson
- Department of Psychology, University of Wisconsin-Milwaukee, Milwaukee, Wisconsin
| |
Collapse
|
35
|
Mencarelli L, Neri F, Momi D, Menardi A, Rossi S, Rossi A, Santarnecchi E. Stimuli, presentation modality, and load-specific brain activity patterns during n-back task. Hum Brain Mapp 2019; 40:3810-3831. [PMID: 31179585 DOI: 10.1002/hbm.24633] [Citation(s) in RCA: 53] [Impact Index Per Article: 10.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2018] [Revised: 04/15/2019] [Accepted: 05/07/2019] [Indexed: 01/08/2023] Open
Abstract
Working memory (WM) refers to a set of cognitive processes that allows for the temporary storage and manipulation of information, crucial for everyday life skills. WM deficits are present in several neurological, psychiatric, and neurodevelopmental disorders, thus making the full understanding of its neural correlates a key aspect for the implementation of cognitive training interventions. Here, we present a quantitative meta-analysis focusing on the underlying neural substrates upon which the n-back, one of the most commonly used tasks for WM assessment, is believed to rely on, as highlighted by functional magnetic resonance imaging and positron emission tomography findings. Relevant published work was scrutinized through the activation likelihood estimate (ALE) statistical framework in order to generate a set of task-specific activation maps, according to n-back difficulty. Our results confirm the known involvement of frontoparietal areas across different types of n-back tasks, as well as the recruitment of subcortical structures, cerebellum and precuneus. Specific activations maps for four stimuli types, six presentation modalities, three WM loads and their combination are provided and discussed. Moreover, functional overlap with resting-state networks highlighted a strong similarity between n-back nodes and the Dorsal Attention Network, with less overlap with other networks like Salience, Language, and Sensorimotor ones. Additionally, neural deactivations during n-back tasks and their functional connectivity profile were examined. Clinical and functional implications are discussed in the context of potential noninvasive brain stimulation and cognitive enhancement/rehabilitation programs.
Collapse
Affiliation(s)
- Lucia Mencarelli
- Siena Brain Investigation & Neuromodulation Lab (Si-BIN Lab), Department of Medicine, Surgery and Neuroscience, Neurology and Clinical Neurophysiology Section, University of Siena, Siena, Italy
| | - Francesco Neri
- Siena Brain Investigation & Neuromodulation Lab (Si-BIN Lab), Department of Medicine, Surgery and Neuroscience, Neurology and Clinical Neurophysiology Section, University of Siena, Siena, Italy
| | - Davide Momi
- Siena Brain Investigation & Neuromodulation Lab (Si-BIN Lab), Department of Medicine, Surgery and Neuroscience, Neurology and Clinical Neurophysiology Section, University of Siena, Siena, Italy
| | - Arianna Menardi
- Siena Brain Investigation & Neuromodulation Lab (Si-BIN Lab), Department of Medicine, Surgery and Neuroscience, Neurology and Clinical Neurophysiology Section, University of Siena, Siena, Italy
| | - Simone Rossi
- Siena Brain Investigation & Neuromodulation Lab (Si-BIN Lab), Department of Medicine, Surgery and Neuroscience, Neurology and Clinical Neurophysiology Section, University of Siena, Siena, Italy.,Siena Robotics and Systems Lab (SIRS-Lab), Engineering and Mathematics Department, University of Siena, Siena, Italy.,Human Physiology Section, Department of Medicine, Surgery and Neuroscience, University of Siena, Siena, Italy
| | - Alessandro Rossi
- Siena Brain Investigation & Neuromodulation Lab (Si-BIN Lab), Department of Medicine, Surgery and Neuroscience, Neurology and Clinical Neurophysiology Section, University of Siena, Siena, Italy.,Human Physiology Section, Department of Medicine, Surgery and Neuroscience, University of Siena, Siena, Italy
| | - Emiliano Santarnecchi
- Siena Brain Investigation & Neuromodulation Lab (Si-BIN Lab), Department of Medicine, Surgery and Neuroscience, Neurology and Clinical Neurophysiology Section, University of Siena, Siena, Italy.,Berenson-Allen Center for Non-Invasive Brain Stimulation, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts
| |
Collapse
|
36
|
Gold JM, Barch DM, Feuerstahler LM, Carter CS, MacDonald AW, Ragland JD, Silverstein SM, Strauss ME, Luck SJ. Working Memory Impairment Across Psychotic disorders. Schizophr Bull 2019; 45:804-812. [PMID: 30260448 PMCID: PMC6581132 DOI: 10.1093/schbul/sby134] [Citation(s) in RCA: 34] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
BACKGROUND Working memory (WM) has been a central focus of cognitive neuroscience research because WM is a resource that is involved in many different cognitive operations. The goal of this study was to evaluate the clinical utility of WM paradigms developed in the basic cognitive neuroscience literature, including methods designed to estimate storage capacity without contamination by lapses of attention. METHODS A total of 61 people with schizophrenia, 49 with schizoaffective disorder, 47 with bipolar disorder with psychosis, and 59 healthy volunteers were recruited. Participants received multiple WM tasks, including two versions each of a multiple Change Detection paradigm, a visual Change Localization paradigm, and a Running Span task. RESULTS Healthy volunteers performed better than the combined patient group on the visual Change Localization and running span measures. The multiple Change Detection tasks provided mixed evidence about WM capacity reduction in the patient groups, but a mathematical model of performance suggested that the patient groups differed from controls in their rate of attention lapsing. The 3 patient groups performed similarly on the WM tasks. Capacity estimates from the Change Detection and Localization tasks showed significant correlations with functional capacity and functional outcome. CONCLUSIONS The patient groups generally performed in a similarly impaired fashion across tasks, suggesting that WM impairment and attention lapsing are general features of psychotic disorders. Capacity estimates from the Change Localization and Detection tasks were related to functional capacity and outcome, suggesting that these methods may be useful in a clinical context.
Collapse
Affiliation(s)
- James M Gold
- Department of Psychiatry, Maryland Psychiatric Research Center, University of Maryland School of Medicine, Baltimore, MD,To whom correspondence should be addressed: tel: 410-402-7871, fax: 410-402-7198, e-mail:
| | - Deanna M Barch
- Department of Psychological and Brain Sciences, Washington University in St. Louis, St. Louis, MO
| | - Leah M Feuerstahler
- Graduate School of Education, University of California at Berkeley, Berkeley, CA
| | - Cameron S Carter
- Department of Psychiatry and Behavioral Sciences, University of California at Davis, Davis, CA
| | | | - J Daniel Ragland
- Department of Psychiatry and Behavioral Sciences, University of California at Davis, Davis, CA
| | - Steven M Silverstein
- Rutgers University Behavioral Health Care, Piscataway, NJ,Robert Wood Johnson Medical School Department of Psychiatry, Rutgers University, Piscataway, NJ
| | - Milton E Strauss
- Department of Psychology, University of New Mexico, Albuquerque, NM
| | - Steven J Luck
- Department of Psychology, Center for Mind and Brain, University of California at Davis, Davis, CA
| |
Collapse
|
37
|
Sun X, Li L, Ding G, Wang R, Li P. Effects of language proficiency on cognitive control: Evidence from resting-state functional connectivity. Neuropsychologia 2019; 129:263-275. [DOI: 10.1016/j.neuropsychologia.2019.03.020] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2018] [Revised: 02/21/2019] [Accepted: 03/28/2019] [Indexed: 01/08/2023]
|
38
|
Iskander M. Simulation Training in Medical Education-an Exploration Through Different Theoretical Lenses. MEDICAL SCIENCE EDUCATOR 2019; 29:593-597. [PMID: 34457517 PMCID: PMC8368969 DOI: 10.1007/s40670-019-00696-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
Different theoretical frameworks offer specific, but separate, understandings of the same phenomenon. With the increasing use of simulation for training and assessment in medical education, it is vital to consider how different frameworks grant various insights into the pedagogical value of simulation. In this article, the author evaluated three exemplar theoretical frameworks, cultural-historical activity theory, cognitive load theory, and grounded theory, considering their ontological and epistemological stances, their limitations, and their application to simulation training. The greater understanding offered by this article will inform research design and interpretation of results, enabling a more theoretically poised construction of pedagogical techniques.
Collapse
Affiliation(s)
- Morkos Iskander
- Department of Educational Research, Faculty of Social Sciences, Lancaster University, Lancashire, UK
- Health Education North West, Liverpool, Merseyside UK
| |
Collapse
|
39
|
|
40
|
Noguera C, Fernández S, Álvarez D, Carmona E, Marí-Beffa P, Ortells JJ. The implementation of expectancy-based strategic processes is delayed in normal aging. PLoS One 2019; 14:e0214322. [PMID: 30908549 PMCID: PMC6433268 DOI: 10.1371/journal.pone.0214322] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2018] [Accepted: 03/10/2019] [Indexed: 11/18/2022] Open
Abstract
The present research examined if the time needed to implement expectancy-based strategic processes is different in younger and healthy older adults. In four experiments participants from both age groups performed different strategic priming tasks. These included a greater proportion of incongruent (or unrelated; 80%) than of congruent (or related; 20%) trials. With this procedure performance is worse for congruent (less frequent) than for incongruent (more frequent) trials, thus demonstrating that the relative frequency information can be used to predict the upcoming target. To explore the time course of these expectancy-based effects, the prime-target SOA was manipulated across experiments through a range of intervals: 400, 1000 and 2000 ms. Participants also performed a change localization and an antisaccade task to assess their working memory and attention control capacities. The results showed that increases in age were associated with (a) a slower processing-speed, (b) a decline in WM capacity, and (c) a decreased capacity for attentional control. The latter was evidenced by a disproportionate deterioration of performance in the antisaccade trials compared to the prosaccade ones in the older group. Results from the priming tasks showed a delay in the implementation of expectancies in older adults. Whereas younger participants showed strategic effects already at 1000 ms, older participants consistently failed to show expectancy-based priming during the same interval. Importantly, these effects appeared later at 2000 ms, being similar in magnitude to those by the younger participants and unaffected by task practice. The present findings demonstrate that the ability to implement expectancy-based strategies is slowed down in normal aging.
Collapse
Affiliation(s)
- Carmen Noguera
- Department of Psychology, University of Almería, Almería, Spain
| | | | - Dolores Álvarez
- Department of Psychology, University of Almería, Almería, Spain
| | - Encarna Carmona
- Department of Psychology, University of Almería, Almería, Spain
| | - Paloma Marí-Beffa
- School of Psychology, University of Wales Bangor, Bangor, Gwynedd, United Kingdom
| | - Juan J. Ortells
- Department of Psychology, University of Almería, Almería, Spain
| |
Collapse
|
41
|
Iskander M. Burnout, Cognitive Overload, and Metacognition in Medicine. MEDICAL SCIENCE EDUCATOR 2019; 29:325-328. [PMID: 34457483 PMCID: PMC8368405 DOI: 10.1007/s40670-018-00654-5] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Affiliation(s)
- Morkos Iskander
- Department of Educational Research, Faculty of Social Sciences, Lancaster University, Lancaster, UK
- Health Education North West, Liverpool, Merseyside UK
| |
Collapse
|
42
|
Abstract
Working memory, the ability to transiently keep, process, and use information as part of ongoing mental processes is an essential feature of cognitive functioning. The largest number of items that people can hold in their working memory, referred to as the capacity of working memory, is limited and varies substantially among individuals. Uncovering the biological factors that underlie these two defining properties of working memory capacity remains a key undertaking of modern cognitive neuroscience since capacity strongly predicts how well we reason, learn, and even do math. In this work we review data that highlights the role white matter, which provides the wiring of the extensive neural networks that activate during working memory tasks, may play in interindividual variations in capacity. We also describe advanced diffusion imaging methods, which may be uniquely suited in capturing those white matter features that are most relevant to capacity. Finally, we discuss several possible mechanisms through which white matter may both contribute to and limit working memory.
Collapse
Affiliation(s)
- Mariana Lazar
- 1 Department of Radiology, Research Division, Center for Biomedical Imaging, New York University School of Medicine, New York, NY, USA
| |
Collapse
|
43
|
Abstract
The antisaccade (AS) task is considered a prominent measure of inhibitory control, but it is still unclear which cognitive processes are used for successful performance of the task. Previous results have provided evidence for the involvement of several processes, including working memory (WM), inhibition and attention. Thus, the aim of this study was to explore, using a range of neuropsychological tests, which cognitive factors predict individual differences in AS performance. To do so, 143 healthy participants underwent a battery including tests measuring inhibition, working memory, cognitive flexibility, sustained attention, IQ and fluency. Hierarchical stepwise regression analyses were conducted to assess the association with AS performance. Performance on the Trail-Making-Test, version B (TMT-B), a test measuring flexibility, divided attention and WM, was found to significantly predict AS latency. Rapid Visual Information Processing (RVIP), used to assess sustained attention and WM, significantly predicted AS error rate. Other cognitive measures, however, did not significantly predict AS performance. Bayesian Model Averaging supported these conclusions and showed that non-significant predictors are unlikely to be associated with AS outcomes. Several explanations are provided for the associations of TMT-B and RVIP with AS performance; as the tests measure a range of different cognitive processes, interpretation of these results remains less clear. For a better understanding of the cognitive mechanisms underlying AS performance, future research should make use of a wider range of attention and WM tests.
Collapse
|
44
|
Padilla LM, Creem-Regehr SH, Hegarty M, Stefanucci JK. Decision making with visualizations: a cognitive framework across disciplines. Cogn Res Princ Implic 2018; 3:29. [PMID: 30238055 PMCID: PMC6091269 DOI: 10.1186/s41235-018-0120-9] [Citation(s) in RCA: 44] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2017] [Accepted: 06/05/2018] [Indexed: 12/02/2022] Open
Abstract
Visualizations-visual representations of information, depicted in graphics-are studied by researchers in numerous ways, ranging from the study of the basic principles of creating visualizations, to the cognitive processes underlying their use, as well as how visualizations communicate complex information (such as in medical risk or spatial patterns). However, findings from different domains are rarely shared across domains though there may be domain-general principles underlying visualizations and their use. The limited cross-domain communication may be due to a lack of a unifying cognitive framework. This review aims to address this gap by proposing an integrative model that is grounded in models of visualization comprehension and a dual-process account of decision making. We review empirical studies of decision making with static two-dimensional visualizations motivated by a wide range of research goals and find significant direct and indirect support for a dual-process account of decision making with visualizations. Consistent with a dual-process model, the first type of visualization decision mechanism produces fast, easy, and computationally light decisions with visualizations. The second facilitates slower, more contemplative, and effortful decisions with visualizations. We illustrate the utility of a dual-process account of decision making with visualizations using four cross-domain findings that may constitute universal visualization principles. Further, we offer guidance for future research, including novel areas of exploration and practical recommendations for visualization designers based on cognitive theory and empirical findings.
Collapse
Affiliation(s)
- Lace M. Padilla
- Northwestern University, Evanston, USA
- Department of Psychology, University of Utah, 380 S. 1530 E., Room 502, Salt Lake City, UT 84112 USA
| | - Sarah H. Creem-Regehr
- Department of Psychology, University of Utah, 380 S. 1530 E., Room 502, Salt Lake City, UT 84112 USA
| | - Mary Hegarty
- Department of Psychology, University of California–Santa Barbara, Santa Barbara, USA
| | - Jeanine K. Stefanucci
- Department of Psychology, University of Utah, 380 S. 1530 E., Room 502, Salt Lake City, UT 84112 USA
| |
Collapse
|
45
|
Shipstead Z, Martin JD, Nespodzany A. Visuospatial working memory, auditory discrimination, and attention. Memory 2018; 27:568-574. [PMID: 30306828 DOI: 10.1080/09658211.2018.1532010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
Abstract
The present study examined the degree to which tests of visuospatial storage capacity tap into domain-general storage and attention processes. This was done by comparing performance of visuospatial memory tasks with performance on sound-based sensory discrimination tasks. We found that memory task- and discrimination task performance both tapped into a cross-modality factor (visual and auditory). We further examined the degree to which this common variance could be explained by attention control and sustained attention. These attention factors accounted for roughly 60% of the variance in memory. This indicates that tests of visuospatial memory capacity reflect more than modality-specific memory.
Collapse
Affiliation(s)
- Zach Shipstead
- a Psychology Department , Colby College , Waterville , ME , USA
| | | | | |
Collapse
|
46
|
Janus M, Bialystok E. Working Memory With Emotional Distraction in Monolingual and Bilingual Children. Front Psychol 2018; 9:1582. [PMID: 30210408 PMCID: PMC6120977 DOI: 10.3389/fpsyg.2018.01582] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2018] [Accepted: 08/08/2018] [Indexed: 12/21/2022] Open
Abstract
Extensive work has demonstrated the benefits of bilingualism on executive functioning (EF) across the lifespan. Concurrently, other research has shown that EF is related to emotion regulation (ER), an ability that is integral to healthy socio-emotional development. However, no research to date has investigated whether bilingualism-related advantages in EF can also be found in emotional contexts. The current study examined the performance of 93 children who were 9-years old, about half of whom were bilingual, on the Emotional Face N-Back Task, an ER task used to assess the interference effect of emotional processing on working memory. Bilingual children were more accurate than monolingual children in both 1-back and 2-back conditions but were significantly slower than monolingual children on the 2-back condition. There were significant effects of emotional valence on reaction time, but these did not differ across language groups. These results confirm previous research showing better EF performance by bilinguals, but no differences in ER were found between language groups. Findings are discussed in the context of our current understanding of the ER literature with potential implications for previously unexplored differences between monolingual and bilingual children.
Collapse
Affiliation(s)
| | - Ellen Bialystok
- Department of Psychology, York University, Toronto, ON, Canada
| |
Collapse
|
47
|
Schumacher N, Schmidt M, Wellmann K, Braumann KM. General perceptual-cognitive abilities: Age and position in soccer. PLoS One 2018; 13:e0202627. [PMID: 30138420 PMCID: PMC6107215 DOI: 10.1371/journal.pone.0202627] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2017] [Accepted: 08/07/2018] [Indexed: 01/03/2023] Open
Abstract
Various studies suggest the importance of sport-specific cognitive and perceptual abilities in soccer. However, the role of general perceptual-cognitive abilities and the relation of age respective to position have not been clarified for soccer in detail. Therefore, it was the objective of the present study to determine the relation of age and position to general perceptual-cognitive abilities. 178 highly talented male soccer players (mean age 16.2, age range 10 to 33 years) were involved. The participants performed computer-based sustained attention and anticipation (using Vienna Test System) tests. 139 subjects (mean age 16.6) took part in visual and acoustic reaction tests (using Talent Diagnostic System). The soccer players, subdivided into age and position groups, were recruited from a youth academy of a professional soccer club and played at the highest and 2nd highest national soccer competition for their age. Group differences were tested using analysis of variance. Correlations were analyzed for age and abilities. Significant correlations and group differences were found for age and sustained attention tasks. Significant differences for position groups were observed with regard to acoustic reaction time (ART). Further, we found statistical tendencies for group differences regarding the visual reaction time (VRT), indicating that midfielders outperform defenders and strikers in simple reaction tasks. Improved skills in sustained attention tasks resulted for defenders, who worked faster and more precisely in figural tasks. Regarding general anticipation tasks differences were not found. No group differences were found in basic anticipation tasks. Our study indicates that additional research is needed to further clarify the development of general perceptual-cognitive abilities and position-specific differences in the above abilities of highly talented soccer players.
Collapse
Affiliation(s)
- Nils Schumacher
- University of Hamburg, Faculty of Psychology and Human Movement, Institute of Human Movement Science, Department Sports and Exercise Medicine, Hamburg, Germany
- * E-mail:
| | - Mike Schmidt
- University of Hamburg, Faculty of Psychology and Human Movement, Institute of Human Movement Science, Department Sports and Exercise Medicine, Hamburg, Germany
| | - Kai Wellmann
- University of Hamburg, Faculty of Psychology and Human Movement, Institute of Human Movement Science, Department Sports and Exercise Medicine, Hamburg, Germany
| | - Klaus-Michael Braumann
- University of Hamburg, Faculty of Psychology and Human Movement, Institute of Human Movement Science, Department Sports and Exercise Medicine, Hamburg, Germany
| |
Collapse
|
48
|
Wang Q, Liu M, Shi W, Kang J. Mechanism of the SNARC Effect in Numerical Magnitude, Time Sequence, and Spatial Sequence Tasks: Involvement of LTM and WM. Front Psychol 2018; 9:1558. [PMID: 30186215 PMCID: PMC6110948 DOI: 10.3389/fpsyg.2018.01558] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2018] [Accepted: 08/06/2018] [Indexed: 11/16/2022] Open
Abstract
The spatial-numerical association of response codes (SNARC) effect refers to the phenomenon that responses involving small numbers are faster with the left hand and responses involving large numbers are faster with the right hand. Previous studies have investigated the mechanism of the SNARC effect only when the time sequence is induced by centrally presented successive numbers. No study has investigated the mechanism of the SNARC effect when the spatial sequence is induced. Given that the induction of a spatial sequence together with a time sequence provides a new temporary reference for the serial order to be coded in working memory (WM), it would be interesting to examine the SNARC effect when both the time sequence and spatial sequence are induced. Therefore, a novel priming paradigm that simultaneously induced the time sequence and spatial sequence was employed in the present study to investigate the mechanism of the SNARC effect. Specifically, the time sequence and spatial sequence were induced by presenting a series of self-paced successive numbers, centrally or in a left-to-right or right-to-left direction, on the screen. Following the presentation of successive numbers, the probe number was centrally presented on the screen and university students were asked to distinguish to which time sequence or spatial sequence the probe number belonged by pressing a specified key of a qwerty keyboard. The results indicated that (1) the SNARC effect simultaneously appeared in the processing of the number magnitude and time sequence when only the time sequence was induced. (2) The SNARC effect disappeared in the processing of the time sequence; however, the SNARC effect coexisted in the processing of the numerical magnitude and spatial sequence when the spatial sequence was induced and participants performed a time sequence relevant task. (3) The SNARC effect coexisted in the processing of the numerical magnitude, time sequence, and spatial sequence when the spatial sequence was induced and participants performed a spatial sequence relevant task. Based on these results, we conclude that whether the SNARC effect coexists in the processing of the numerical magnitude, the time sequence and spatial sequence were influenced by the spatial sequence and relevant task. The results further support the mental whiteboard hypothesis and extended the WM account. Implications for theories on the SNARC effect were discussed.
Collapse
Affiliation(s)
- Qiangqiang Wang
- Department of Psychology, Shanghai Normal University, Shanghai, China
| | - Mowei Liu
- Department of Psychology, Trent University, Peterborough, ON, Canada
| | - Wendian Shi
- Department of Psychology, Shanghai Normal University, Shanghai, China
| | - Jingmei Kang
- School of Psychology, Northeast Normal University, Changchun, China
| |
Collapse
|
49
|
Loprinzi PD, Edwards MK, Frith E. Exercise and Prospective Memory. J Lifestyle Med 2018; 8:51-59. [PMID: 30474001 PMCID: PMC6239140 DOI: 10.15280/jlm.2018.8.2.51] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2018] [Accepted: 06/10/2018] [Indexed: 12/05/2022] Open
Abstract
The purpose of this paper was to review the literature to evaluate the potential effects of exercise on prospective memory (PM). A narrative review was employed. In this review, we provide a brief description of PM; indicate the effects of PM on health; evaluate the effects of age and neurological impairment on PM; examine the neural correlates of PM; provide a description of specific components that subserve PM; identify non-behavioral strategies used to enhance PM; and evaluate the literature and plausibility through which exercise behavior may influence PM. Regarding the latter, this paper aims to burgeon the development of a new research paradigm that will play a critical role in patient health, given that memory function, and in particular, the prospective (vs. retrospective) component of memory, is highly sensitive to aging and is critically associated with health status. This is an emerging line of research that has critical implications for patient health.
Collapse
Affiliation(s)
- Paul D Loprinzi
- Department of Health, Exercise Science and Recreation Management, The University of Mississippi, University, MS, USA
| | - Meghan K Edwards
- Department of Health, Exercise Science and Recreation Management, The University of Mississippi, University, MS, USA
| | - Emily Frith
- Department of Health, Exercise Science and Recreation Management, The University of Mississippi, University, MS, USA
| |
Collapse
|
50
|
Ortells JJ, De Fockert JW, Romera N, Fernández S. Expectancy-Based Strategic Processes Are Influenced by Spatial Working Memory Load and Individual Differences in Working Memory Capacity. Front Psychol 2018; 9:1239. [PMID: 30065693 PMCID: PMC6057434 DOI: 10.3389/fpsyg.2018.01239] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2018] [Accepted: 06/27/2018] [Indexed: 11/29/2022] Open
Abstract
The present research examined whether imposing a high (or low) working memory (WM) load in different types of non-verbal WM tasks could affect the implementation of expectancy-based strategic processes in a sequential verbal Stroop task. Participants had to identify a colored (green vs. red) target patch that was preceded by a prime word (GREEN or RED), which was either incongruent or congruent with the target color on 80% and 20% of the trials, respectively. Previous findings have shown that participants can strategically use this information to predict the upcoming target color, and avoid the standard Stroop interference effect. The Stroop task was combined with different types of non-verbal WM tasks. In Experiment 1, participants had to retain sets of four arrows that pointed either in the same (low WM load) or in different directions (high WM load). In Experiment 2, they had to remember the spatial locations of four dots which either formed a straight line (low load) or were randomly scattered in a square grid (high load). In addition, participants in the two experiments performed a change localization task to assess their WM capacity (WMC). The results in both experiments showed a reliable congruency by WM load interaction. When the Stroop task was performed under a high WM load, participants were unable to efficiently ignore the incongruence of the prime, as they consistently showed a standard Stroop effect, regardless of their WMC. Under a low WM load, however, a strategically dependent effect (reversed Stroop) emerged. This ability to ignore the incongruence of the prime was modulated by WMC, such that the reversed Stroop effect was mainly found in higher WMC participants. The findings that expectancy-based strategies on a verbal Stroop task are modulated by load on different types of spatial WM tasks point at a domain-general effect of WM on strategic processing. The present results also suggest that the impact of loading WM on expectancy-based strategies can be modulated by individual differences in WMC.
Collapse
Affiliation(s)
- Juan J. Ortells
- Department of Psychology, University of Almería, Almería, Spain
| | - Jan W. De Fockert
- Department of Psychology, Goldsmiths, University of London, London, United Kingdom
| | - Nazaret Romera
- Department of Psychology, University of Almería, Almería, Spain
| | | |
Collapse
|