1
|
Wilroth J, Alickovic E, Skoglund MA, Signoret C, Rönnberg J, Enqvist M. Improving Tracking of Selective Attention in Hearing Aid Users: The Role of Noise Reduction and Nonlinearity Compensation. eNeuro 2025; 12:ENEURO.0275-24.2025. [PMID: 39880674 PMCID: PMC11839092 DOI: 10.1523/eneuro.0275-24.2025] [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: 06/20/2024] [Revised: 12/17/2024] [Accepted: 01/07/2025] [Indexed: 01/31/2025] Open
Abstract
Hearing impairment (HI) disrupts social interaction by hindering the ability to follow conversations in noisy environments. While hearing aids (HAs) with noise reduction (NR) partially address this, the "cocktail-party problem" persists, where individuals struggle to attend to specific voices amidst background noise. This study investigated how NR and an advanced signal processing method for compensating for nonlinearities in Electroencephalography (EEG) signals can improve neural speech processing in HI listeners. Participants wore HAs with NR, either activated or deactivated, while focusing on target speech amidst competing masker speech and background noise. Analysis focused on temporal response functions to assess neural tracking of relevant target and masker speech. Results revealed enhanced neural responses (N1 and P2) to target speech, particularly in frontal and central scalp regions, when NR was activated. Additionally, a novel method compensated for nonlinearities in EEG data, leading to improved signal-to-noise ratio (SNR) and potentially revealing more precise neural tracking of relevant speech. This effect was most prominent in the left-frontal scalp region. Importantly, NR activation significantly improved the effectiveness of this method, leading to stronger responses and reduced variance in EEG data and potentially revealing more precise neural tracking of relevant speech. This study provides valuable insights into the neural mechanisms underlying NR benefits and introduces a promising EEG analysis approach sensitive to NR effects, paving the way for potential improvements in HAs.
Collapse
Affiliation(s)
- Johanna Wilroth
- Automatic Control, Department of Electrical Engineering, Linköping University, Linköping 581 83, Sweden
| | - Emina Alickovic
- Automatic Control, Department of Electrical Engineering, Linköping University, Linköping 581 83, Sweden
- Eriksholm Research Centre, Snekkersten DK-3070, Denmark
| | - Martin A Skoglund
- Automatic Control, Department of Electrical Engineering, Linköping University, Linköping 581 83, Sweden
- Eriksholm Research Centre, Snekkersten DK-3070, Denmark
| | - Carine Signoret
- Disability Research Division, Linnaeus Centre HEAD, Department of Behavioural Sciences and Learning, Linköping University, Linköping 581 83, Sweden
| | - Jerker Rönnberg
- Disability Research Division, Linnaeus Centre HEAD, Department of Behavioural Sciences and Learning, Linköping University, Linköping 581 83, Sweden
| | - Martin Enqvist
- Automatic Control, Department of Electrical Engineering, Linköping University, Linköping 581 83, Sweden
| |
Collapse
|
2
|
Ylinen A, Hannula-Sormunen M, McMullen J, Lehtinen E, Wikman P, Alho K. Attenuated processing of task-irrelevant speech and other auditory stimuli: fMRI evidence from arithmetic tasks. Eur J Neurosci 2024; 60:7124-7147. [PMID: 39586617 DOI: 10.1111/ejn.16616] [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] [Received: 07/05/2024] [Revised: 10/04/2024] [Accepted: 10/09/2024] [Indexed: 11/27/2024]
Abstract
When performing cognitive tasks in noisy conditions, the brain needs to maintain task performance while additionally controlling the processing of task-irrelevant and potentially distracting auditory stimuli. Previous research indicates that a fundamental mechanism by which this control is achieved is the attenuation of task-irrelevant processing, especially in conditions with high task demands. However, it remains unclear whether the processing of complex naturalistic sounds can be modulated as easily as that of simpler ones. To address this issue, the present fMRI study examined whether activity related to task-irrelevant meaningful speech is attenuated similarly as that related to meaningless control sounds (nonsense speech and noise-vocoded, unintelligible sounds). The sounds were presented concurrently with three numerical tasks varying in difficulty: an easy control task requiring no calculation, a 'routine' arithmetic calculation task and a more demanding 'creative' arithmetic task, where solutions are generated to reach a given answer. Consistent with their differing difficulty, the tasks activated fronto-parieto-temporal regions parametrically (creative > routine > control). In bilateral auditory regions, activity related to the speech stimuli decreased as task demands increased. Importantly, however, the attenuation was more pronounced for meaningful than nonsense speech, demonstrating that distractor type can strongly modulate the extent of the attenuation. This also suggests that semantic processing may be especially susceptible to attenuation under conditions with increased task demands. Finally, as this is the first study to utilize the 'creative' arithmetic task, we conducted exploratory analyses to examine its potential in assessing neural processes involved in mathematical problem-solving beyond routine arithmetic.
Collapse
Affiliation(s)
- Artturi Ylinen
- Department of Psychology, University of Helsinki, Helsinki, Finland
| | | | - Jake McMullen
- Department of Teacher Education, University of Turku, Turku, Finland
| | - Erno Lehtinen
- Department of Teacher Education, University of Turku, Turku, Finland
- Education Academy, Vytautas Magnus University, Kaunas, Lithuania
| | - Patrik Wikman
- Department of Psychology, University of Helsinki, Helsinki, Finland
| | - Kimmo Alho
- Department of Psychology, University of Helsinki, Helsinki, Finland
- Advanced Magnetic Imaging Centre, Aalto NeuroImaging, Aalto University, Espoo, Finland
| |
Collapse
|
3
|
Rosenkranz M, Haupt T, Jaeger M, Uslar VN, Bleichner MG. Using mobile EEG to study auditory work strain during simulated surgical procedures. Sci Rep 2024; 14:24026. [PMID: 39402073 PMCID: PMC11473642 DOI: 10.1038/s41598-024-74946-9] [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] [Received: 04/05/2024] [Accepted: 09/30/2024] [Indexed: 10/17/2024] Open
Abstract
Surgical personnel face various stressors in the workplace, including environmental sounds. Mobile electroencephalography (EEG) offers a promising approach for objectively measuring how individuals perceive sounds. Because surgical performance does not necessarily decrease with higher levels of distraction, EEG could help guide noise reduction strategies that are independent of performance measures. In this study, we utilized mobile EEG to explore how a realistic soundscape is perceived during simulated laparoscopic surgery. To examine the varying demands placed on personnel in different situations, we manipulated the cognitive demand during the surgical task, using a memory task. To assess responses to the soundscape, we calculated event-related potentials for distinct sound events and temporal response functions for the ongoing soundscape. Although participants reported varying degrees of demand under different conditions, no significant effects were observed on surgical task performance or EEG parameters. However, changes in surgical task performance and EEG parameters over time were noted, while subjective results remained consistent over time. These findings highlight the importance of using multiple measures to fully understand the complex relationship between sound processing and cognitive demand. Furthermore, in the context of combined EEG and audio recordings in real-life scenarios, a sparse representation of the soundscape has the advantage that it can be recorded in a data-protected way compared to more detailed representations. However, it is unclear whether information get lost with sparse representations. Our results indicate that sparse and detailed representations are equally effective in eliciting neural responses. Overall, this study marks a significant step towards objectively investigating sound processing in applied settings.
Collapse
Affiliation(s)
- Marc Rosenkranz
- Neurophysiology of Everyday Life Group, Department of Psychology, Carl von Ossietzky Universität Oldenburg, Oldenburg, Germany
- Pius-Hospital Oldenburg, University Hospital for Visceral Surgery, Carl von Ossietzky Universität Oldenburg, Oldenburg, Germany
| | - Thorge Haupt
- Neurophysiology of Everyday Life Group, Department of Psychology, Carl von Ossietzky Universität Oldenburg, Oldenburg, Germany
| | - Manuela Jaeger
- Neurophysiology of Everyday Life Group, Department of Psychology, Carl von Ossietzky Universität Oldenburg, Oldenburg, Germany
| | - Verena N Uslar
- Pius-Hospital Oldenburg, University Hospital for Visceral Surgery, Carl von Ossietzky Universität Oldenburg, Oldenburg, Germany
| | - Martin G Bleichner
- Neurophysiology of Everyday Life Group, Department of Psychology, Carl von Ossietzky Universität Oldenburg, Oldenburg, Germany.
- Research Center for Neurosensory Science, Carl von Ossietzky Universität Oldenburg, Oldenburg, Germany.
| |
Collapse
|
4
|
Holmer E, Rönnberg J, Asutay E, Tirado C, Ekberg M. Facial mimicry interference reduces working memory accuracy for facial emotion expressions. PLoS One 2024; 19:e0306113. [PMID: 38924006 PMCID: PMC11207140 DOI: 10.1371/journal.pone.0306113] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2023] [Accepted: 06/11/2024] [Indexed: 06/28/2024] Open
Abstract
Facial mimicry, the tendency to imitate facial expressions of other individuals, has been shown to play a critical role in the processing of emotion expressions. At the same time, there is evidence suggesting that its role might change when the cognitive demands of the situation increase. In such situations, understanding another person is dependent on working memory. However, whether facial mimicry influences working memory representations for facial emotion expressions is not fully understood. In the present study, we experimentally interfered with facial mimicry by using established behavioral procedures, and investigated how this interference influenced working memory recall for facial emotion expressions. Healthy, young adults (N = 36) performed an emotion expression n-back paradigm with two levels of working memory load, low (1-back) and high (2-back), and three levels of mimicry interference: high, low, and no interference. Results showed that, after controlling for block order and individual differences in the perceived valence and arousal of the stimuli, the high level of mimicry interference impaired accuracy when working memory load was low (1-back) but, unexpectedly, not when load was high (2-back). Working memory load had a detrimental effect on performance in all three mimicry conditions. We conclude that facial mimicry might support working memory for emotion expressions when task load is low, but that the supporting effect possibly is reduced when the task becomes more cognitively challenging.
Collapse
Affiliation(s)
- Emil Holmer
- Department of Behavioural Sciences and Learning, Linköping University, Linköping, Sweden
- Linnaeus Centre HEAD, Linköping University, Linköping, Sweden
| | - Jerker Rönnberg
- Department of Behavioural Sciences and Learning, Linköping University, Linköping, Sweden
- Linnaeus Centre HEAD, Linköping University, Linköping, Sweden
| | - Erkin Asutay
- Department of Behavioural Sciences and Learning, Linköping University, Linköping, Sweden
- JEDI Lab, Linköping University, Linköping, Sweden
| | - Carlos Tirado
- Department of Behavioural Sciences and Learning, Linköping University, Linköping, Sweden
| | - Mattias Ekberg
- Department of Behavioural Sciences and Learning, Linköping University, Linköping, Sweden
| |
Collapse
|
5
|
Eddine RJ, Mulatti C, Biondi FN. On investigating drivers' attention allocation during partially-automated driving. Cogn Res Princ Implic 2024; 9:21. [PMID: 38598036 PMCID: PMC11006638 DOI: 10.1186/s41235-024-00549-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2023] [Accepted: 03/31/2024] [Indexed: 04/11/2024] Open
Abstract
The use of partially-automated systems require drivers to supervise the system functioning and resume manual control whenever necessary. Yet literature on vehicle automation show that drivers may spend more time looking away from the road when the partially-automated system is operational. In this study we answer the question of whether this pattern is a manifestation of inattentional blindness or, more dangerously, it is also accompanied by a greater attentional processing of the driving scene. Participants drove a simulated vehicle in manual or partially-automated mode. Fixations were recorded by means of a head-mounted eye-tracker. A surprise two-alternative forced-choice recognition task was administered at the end of the data collection whereby participants were quizzed on the presence of roadside billboards that they encountered during the two drives. Data showed that participants were more likely to fixate and recognize billboards when the automated system was operational. Furthermore, whereas fixations toward billboards decreased toward the end of the automated drive, the performance in the recognition task did not suffer. Based on these findings, we hypothesize that the use of the partially-automated driving system may result in an increase in attention allocation toward peripheral objects in the road scene which is detrimental to the drivers' ability to supervise the automated system and resume manual control of the vehicle.
Collapse
Affiliation(s)
| | - Claudio Mulatti
- Dipartimento di Psicologia e Scienze Cognitive, Universita' di Trento, Rovereto, Italia
| | - Francesco N Biondi
- Human Systems Lab, University of Windsor, Windsor, ON, Canada.
- Applied Cognition Lab, University of Utah, Salt Lake City, Utah, USA.
| |
Collapse
|
6
|
Lingelbach K, Gado S, Wirzberger M, Vukelić M. Workload-dependent hemispheric asymmetries during the emotion-cognition interaction: a close-to-naturalistic fNIRS study. FRONTIERS IN NEUROERGONOMICS 2023; 4:1273810. [PMID: 38234490 PMCID: PMC10790862 DOI: 10.3389/fnrgo.2023.1273810] [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: 08/07/2023] [Accepted: 10/23/2023] [Indexed: 01/19/2024]
Abstract
Introduction We investigated brain activation patterns of interacting emotional distractions and cognitive processes in a close-to-naturalistic functional near-infrared spectroscopy (fNIRS) study. Methods Eighteen participants engaged in a monitoring-control task, mimicking common air traffic controller requirements. The scenario entailed experiencing both low and high workload, while concurrently being exposed to emotional speech distractions of positive, negative, and neutral valence. Results Our investigation identified hemispheric asymmetries in prefrontal cortex (PFC) activity during the presentation of negative and positive emotional speech distractions at different workload levels. Thereby, in particular, activation in the left inferior frontal gyrus (IFG) and orbitofrontal cortex (OFC) seems to play a crucial role. Brain activation patterns revealed a cross-over interaction indicating workload-dependent left hemispheric inhibition processes during negative distractions and high workload. For positive emotional distractions under low workload, we observed left-hemispheric PFC recruitment potentially associated with speech-related processes. Furthermore, we found a workload-independent negativity bias for neutral distractions, showing brain activation patterns similar to those of negative distractions. Discussion In conclusion, lateralized hemispheric processing, regulating emotional speech distractions and integrating emotional and cognitive processes, is influenced by workload levels and stimulus characteristics. These findings advance our understanding of the factors modulating hemispheric asymmetries during the processing and inhibition of emotional distractions, as well as the interplay between emotion and cognition. Moreover, they emphasize the significance of exploring emotion-cognition interactions in more naturalistic settings to gain a deeper understanding of their implications in real-world application scenarios (e.g., working and learning environments).
Collapse
Affiliation(s)
- Katharina Lingelbach
- Applied Neurocognitive Systems, Fraunhofer Institute for Industrial Engineering IAO, Stuttgart, Germany
- Applied Neurocognitive Psychology, Carl von Ossietzky University, Oldenburg, Germany
| | - Sabrina Gado
- Experimental Clinical Psychology, Department of Psychology, University of Würzburg, Würzburg, Germany
| | - Maria Wirzberger
- Department of Teaching and Learning with Intelligent Systems, University of Stuttgart, Stuttgart, Germany
- LEAD Graduate School and Research Network, University of Tübingen, Tübingen, Germany
| | - Mathias Vukelić
- Applied Neurocognitive Systems, Fraunhofer Institute for Industrial Engineering IAO, Stuttgart, Germany
| |
Collapse
|
7
|
Pei L, Northoff G, Ouyang G. Comparative analysis of multifaceted neural effects associated with varying endogenous cognitive load. Commun Biol 2023; 6:795. [PMID: 37524883 PMCID: PMC10390511 DOI: 10.1038/s42003-023-05168-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2022] [Accepted: 07/24/2023] [Indexed: 08/02/2023] Open
Abstract
Contemporary neuroscience has firmly established that mental state variation concurs with changes in neural dynamic activity in a complex way that a one-to-one mapping cannot describe. To explore the scenario of the multifaceted changes in neural dynamics associated with simple mental state variation, we took cognitive load - a common cognitive manipulation in psychology - as a venue to characterize how multiple neural dynamic features are simultaneously altered by the manipulation and how their sensitivity differs. Electroencephalogram was collected from 152 participants performing stimulus-free tasks with different demands. The results show that task demand alters wide-ranging neural dynamic features, including band-specific oscillations across broad frequency bands, scale-free dynamics, and cross-frequency phase-amplitude coupling. The scale-free dynamics outperformed others in indexing cognitive load variation. This study demonstrates a complex relationship between cognitive dynamics and neural dynamics, which points to a necessity to integrate multifaceted neural dynamic features when studying mind-brain relationship in the future.
Collapse
Affiliation(s)
- Leisi Pei
- Faculty of Education, The University of Hong Kong, Hong Kong, China
| | - Georg Northoff
- Institute of Mental Health Research, Mind, Brain Imaging and Neuroethics Research Unit, University of Ottawa, Ottawa, Canada
| | - Guang Ouyang
- Faculty of Education, The University of Hong Kong, Hong Kong, China.
| |
Collapse
|
8
|
Mohd Firdaus Aloysius N, Abd Hamid AI, Mustafar F. Alpha and Low Gamma Embedded With White Noise Binaural Beats Modulating Working Memory among Malaysian Young Adult: A Preliminary fMRI Study. JANUARY 2023 2023; 19:113-124. [DOI: 10.47836/mjmhs.19.1.17] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/02/2023]
Abstract
Introduction: Binaural beats (BB) provisions alpha and gamma have been suggested to modulate working memory (WM), while white noise (WN) acted as a control condition. Methods: The current study overlays WN on alpha and gamma tones to study its modulating role on WM performance. A block-design n-back task paradigm used to determine the effect of load on embedded BB on WM performance using functional magnetic resonance imaging. Results: Six young adults (3 males and 3 females) with mean age of 23.5 ± 0.84 within the Kota Bharu vicinity participated in the study. A repeated-measures ANOVA (p<0.05) on response accuracy indicate medium effect size on condition (η2 =0.420), and large effect sizes on groups (η2 = 0.388) and load (η2 = 0.487). The potential practical difference is more evident on low- (0-back) and high-load (3-back). GWN provision marginally excels, implying its entrainment may benefit WM processing. A repeated-measures ANOVA (p<0.05) on reaction time (RT) implied a large effect size on all variables (condition: η2=0.065, groups: η2=0.227 and load: η2=0.169). It was observed that BB exposure elicits a slow processing speed which worsens RT. The neural correlates suggest activated regions in GWN and AWN are associated with attentional mechanisms and WM processes. Conclusion: Preliminary findings indicate both embedded BB has a potential to improve WM performance with the cost of slower processing speed. GWN provision modulates attentional mechanisms benefiting WM performance and AWN may enhance performance in extreme ends of WM load.
Collapse
|
9
|
Bergefurt L, Appel-Meulenbroek R, Maris C, Arentze T, Weijs-Perrée M, de Kort Y. The influence of distractions of the home-work environment on mental health during the COVID-19 pandemic. ERGONOMICS 2023; 66:16-33. [PMID: 35311483 DOI: 10.1080/00140139.2022.2053590] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/11/2022] [Accepted: 03/09/2022] [Indexed: 06/14/2023]
Abstract
Previous research showed that office workers are mainly distracted by noise, influencing their mental health. Little investigation has been done into the influence of other workspace characteristics (i.e. temperature, amount of space, visual privacy, adjustability of furniture, wall colours, and workspace cleanliness) on distractions at the office, and even fewer while working from home (WFH). The influence of home-workspace distractions on mental health also received limited attention. This research aims to investigate relationships between home-workspace and personal characteristics, distraction, and mental health while WFH during COVID-19. A path analysis approach was used, to find that, at home, employees were distracted by noise and when having a small desk. Those with a dedicated workroom were less distracted. Distractions mediated most relationships between home-workspace characteristics and mental health, while personal characteristics influenced mental health directly. Employers can use these results to redesign policies regarding home-and-office working to stimulate a healthy work environment.Practitioner summary: The investigation of the influence of home-workspace characteristics on distractions and mental health while WFH during COVID-19 appears to be limited. This research filled this gap by performing a path analysis, using a holistic definition of mental health. Findings showed that distractions mediate relationships between home-workspace characteristics and mental health.
Collapse
Affiliation(s)
- Lisanne Bergefurt
- Faculty of the Built Environment, Eindhoven University of Technology, Eindhoven, Netherlands
| | | | - Celine Maris
- Faculty of the Built Environment, Eindhoven University of Technology, Eindhoven, Netherlands
| | - Theo Arentze
- Faculty of the Built Environment, Eindhoven University of Technology, Eindhoven, Netherlands
| | - Minou Weijs-Perrée
- Faculty of the Built Environment, Eindhoven University of Technology, Eindhoven, Netherlands
| | - Yvonne de Kort
- Faculty of Innovation Sciences, Eindhoven University of Technology, Eindhoven, Netherlands
| |
Collapse
|
10
|
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
|
11
|
Rönnberg J, Sharma A, Signoret C, Campbell TA, Sörqvist P. Editorial: Cognitive hearing science: Investigating the relationship between selective attention and brain activity. Front Neurosci 2022; 16:1098340. [PMID: 36583104 PMCID: PMC9793772 DOI: 10.3389/fnins.2022.1098340] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2022] [Accepted: 11/22/2022] [Indexed: 12/15/2022] Open
Affiliation(s)
- Jerker Rönnberg
- Department of Behavioral Sciences and Learning, Linnaeus Centre HEAD, Linköping University, Linköping, Sweden,*Correspondence: Jerker Rönnberg
| | - Anu Sharma
- Department of Speech, Language and Hearing Sciences University of Colorado at Boulder, Boulder, CO, United States
| | - Carine Signoret
- Department of Behavioral Sciences and Learning, Linnaeus Centre HEAD, Linköping University, Linköping, Sweden
| | - Tom A. Campbell
- Faculty of Information Technology and Communication Sciences, Tampere University, Tampere, Finland
| | - Patrik Sörqvist
- Department of Building Engineering, Energy Systems and Sustainability Science, University of Gävle, Gävle, Sweden
| |
Collapse
|
12
|
Dominic J, Tubre B, Kunkel D, Rodeghero P. The human experience of comprehending source code in virtual reality. EMPIRICAL SOFTWARE ENGINEERING 2022; 27:173. [PMID: 36159895 PMCID: PMC9486787 DOI: 10.1007/s10664-022-10196-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Accepted: 06/15/2022] [Indexed: 06/16/2023]
Abstract
Virtual reality (VR) is an emerging technology used in various domains such as medicine, psychotherapy, architecture, and gaming. Recently, software engineering researchers have started to explore virtual reality as a tool for programmers. However, few studies examine source code comprehension in VR. This paper explores the human experience of comprehending source code in VR and compares it to source code comprehension in a desktop environment. We conducted a study with 26 graduate student programmers. We measured actual productivity, perceived productivity and used the NASA Task Load Index (TLX) survey to measure various factors such as mental demand, physical demand, temporal demand, performance, effort, and frustration. We found that the programmers experienced more physical demand, effort, and overall task load when reading and comprehending code in VR. However, we did not observe any statistically significant differences in the programmers' measured productivity or perceived productivity between VR and desktop comprehension.
Collapse
|
13
|
Rackerby R, Lukosch S, Munro D. Understanding and Measuring the Cognitive Load of Amputees for Rehabilitation and Prosthesis Development. Arch Rehabil Res Clin Transl 2022; 4:100216. [PMID: 36123983 PMCID: PMC9482031 DOI: 10.1016/j.arrct.2022.100216] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022] Open
Abstract
Objective To derive a definition of cognitive load that is applicable for amputation as well as analyze suitable research models for measuring cognitive load during prosthesis use. Defining cognitive load for amputation will improve rehabilitation methods and enable better prosthesis design. Data Sources Elsevier, Springer, PLoS, IEEE Xplore, and PubMed. Study Selection Studies on upper limb myoelectric prostheses and neuroprostheses were prioritized. For understanding measurement, lower limb amputations and studies with individuals without lower limb amputations were included. Data Extraction Queries including “cognitive load,” “neural fatigue,” “brain plasticity,” “neuroprosthetics,” “upper limb prosthetics,” and “amputation” were used with peer-reviewed journals or articles. Articles published within the last 6 years were prioritized. Articles on foundational principles were included regardless of date. A total of 69 articles were found: 12 on amputation, 15 on cognitive load, 8 on phantom limb, 22 on sensory feedback, and 12 on measurement methods. Data Synthesis The emotional, physiological, and neurologic aspects of amputation, prosthesis use, and rehabilitation aspects of cognitive load were analyzed in conjunction with measurement methods, including resolution, invasiveness, and sensitivity to user movement and environmental noise. Conclusions Use of “cognitive load” remains consistent with its original definition. For amputation, 2 additional elements are needed: “emotional fatigue,” defined as an amputee's emotional response, including mental concentration and emotions, and “neural fatigue,” defined as the physiological and neurologic effects of amputation on brain plasticity. Cognitive load is estimated via neuroimaging techniques, including electroencephalography, functional magnetic resonance imaging, and functional near-infrared spectroscopy (fNIRS). Because fNIRS measures cognitive load directly, has good temporal and spatial resolution, and is not as restricted by user movement, fNIRS is recommended for most cognitive load studies.
Collapse
|
14
|
Webler RD, Fox J, McTeague LM, Burton PC, Dowdle L, Short EB, Borckardt JJ, Li X, George MS, Nahas Z. DLPFC stimulation alters working memory related activations and performance: An interleaved TMS-fMRI study. Brain Stimul 2022; 15:823-832. [DOI: 10.1016/j.brs.2022.05.014] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2021] [Revised: 05/09/2022] [Accepted: 05/17/2022] [Indexed: 12/31/2022] Open
|
15
|
Optimization of the Cognitive Processes in a Virtual Classroom: A Multi-objective Integer Linear Programming Approach. MATHEMATICS 2022. [DOI: 10.3390/math10071184] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/10/2022]
Abstract
A fundamental problem in the design of a classroom is to identify what characteristics it should have in order to optimize learning. This is a complex problem because learning is a construct related to several cognitive processes. The aim of this study is to maximize learning, represented by the processes of attention, memory, and preference, depending on six classroom parameters: height, width, color hue, color saturation, color temperature, and illuminance. Multi-objective integer linear programming with three objective functions and 56 binary variables was used to solve this optimization problem. Virtual reality tools were used to gather the data; novel software was used to create variations of virtual classrooms for a sample of 112 students. Using an interactive method, more than 4700 integer linear programming problems were optimally solved to obtain 13 efficient solutions to the multi-objective problem, which allowed the decision maker to analyze all the information and make a final choice. The results showed that achieving the best cognitive processing performance involves using different classroom configurations. The use of a multi-objective interactive approach is interesting because in human behavioral studies, it is important to consider the judgement of an expert in order to make decisions.
Collapse
|
16
|
Ngetich R, Jin D, Li W, Song B, Zhang J, Jin Z, Li L. Enhancing Visuospatial Working Memory Performance Using Intermittent Theta-Burst Stimulation Over the Right Dorsolateral Prefrontal Cortex. Front Hum Neurosci 2022; 16:752519. [PMID: 35370586 PMCID: PMC8968997 DOI: 10.3389/fnhum.2022.752519] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2021] [Accepted: 02/24/2022] [Indexed: 11/13/2022] Open
Abstract
Noninvasive brain stimulation provides a promising approach for the treatment of neuropsychiatric conditions. Despite the increasing research on the facilitatory effects of this kind of stimulation on the cognitive processes, the majority of the studies have used the standard stimulation approaches such as the transcranial direct current stimulation and the conventional repetitive transcranial magnetic stimulation (rTMS) which seem to be limited in robustness and the duration of the transient effects. However, a recent specialized type of rTMS, theta-burst stimulation (TBS), patterned to mimic the natural cross-frequency coupling of the human brain, may induce robust and longer-lasting effects on cortical activity. Here, we aimed to investigate the effects of the intermittent TBS (iTBS), a facilitatory form of TBS, over the right DLPFC (rDLPFC), a brain area implicated in higher-order cognitive processes, on visuospatial working memory (VSWM) performance. Therefore, iTBS was applied over either the rDLPFC or the vertex of 24 healthy participants, in two separate sessions. We assessed VSWM performance using 2-back and 4-back visuospatial tasks before iTBS (at the baseline (BL), and after the iTBS. Our results indicate that the iTBS over the rDLPFC significantly enhanced VSWM performance in the 2-back task, as measured by the discriminability index and the reaction time. However, the 4-back task performance was not significantly modulated by iTBS. These findings demonstrate that the rDLPFC plays a critical role in VSWM and that iTBS is a safe and effective approach for investigating the causal role of the specific brain areas.
Collapse
|
17
|
Cui J, Sawamura D, Sakuraba S, Saito R, Tanabe Y, Miura H, Sugi M, Yoshida K, Watanabe A, Tokikuni Y, Yoshida S, Sakai S. Effect of Audiovisual Cross-Modal Conflict during Working Memory Tasks: A Near-Infrared Spectroscopy Study. Brain Sci 2022; 12:brainsci12030349. [PMID: 35326305 PMCID: PMC8946709 DOI: 10.3390/brainsci12030349] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2022] [Revised: 03/01/2022] [Accepted: 03/01/2022] [Indexed: 12/04/2022] Open
Abstract
Cognitive conflict effects are well characterized within unimodality. However, little is known about cross-modal conflicts and their neural bases. This study characterizes the two types of visual and auditory cross-modal conflicts through working memory tasks and brain activities. The participants consisted of 31 healthy, right-handed, young male adults. The Paced Auditory Serial Addition Test (PASAT) and the Paced Visual Serial Addition Test (PVSAT) were performed under distractor and no distractor conditions. Distractor conditions comprised two conditions in which either the PASAT or PVSAT was the target task, and the other was used as a distractor stimulus. Additionally, oxygenated hemoglobin (Oxy-Hb) concentration changes in the frontoparietal regions were measured during tasks. The results showed significantly lower PASAT performance under distractor conditions than under no distractor conditions, but not in the PVSAT. Oxy-Hb changes in the bilateral ventrolateral prefrontal cortex (VLPFC) and inferior parietal cortex (IPC) significantly increased in the PASAT with distractor compared with no distractor conditions, but not in the PVSAT. Furthermore, there were significant positive correlations between Δtask performance accuracy and ΔOxy-Hb in the bilateral IPC only in the PASAT. Visual cross-modal conflict significantly impairs auditory task performance, and bilateral VLPFC and IPC are key regions in inhibiting visual cross-modal distractors.
Collapse
Affiliation(s)
- Jiahong Cui
- Graduate School of Health Sciences, Hokkaido University, Sapporo 060-0812, Japan; (J.C.); (R.S.); (H.M.); (A.W.); (Y.T.)
| | - Daisuke Sawamura
- Department of Rehabilitation Science, Faculty of Health Sciences, Hokkaido University, Sapporo 060-0812, Japan; (K.Y.); (S.S.)
- Correspondence:
| | - Satoshi Sakuraba
- Department of Rehabilitation Sciences, Health Sciences University of Hokkaido, Sapporo 061-0293, Japan; (S.S.); (S.Y.)
| | - Ryuji Saito
- Graduate School of Health Sciences, Hokkaido University, Sapporo 060-0812, Japan; (J.C.); (R.S.); (H.M.); (A.W.); (Y.T.)
| | - Yoshinobu Tanabe
- Department of Rehabilitation, Shinsapporo Paulo Hospital, Sapporo 004-0002, Japan;
| | - Hiroshi Miura
- Graduate School of Health Sciences, Hokkaido University, Sapporo 060-0812, Japan; (J.C.); (R.S.); (H.M.); (A.W.); (Y.T.)
| | - Masaaki Sugi
- Department of Rehabilitation, Tokeidai Memorial Hospital, Sapporo 060-0031, Japan;
| | - Kazuki Yoshida
- Department of Rehabilitation Science, Faculty of Health Sciences, Hokkaido University, Sapporo 060-0812, Japan; (K.Y.); (S.S.)
| | - Akihiro Watanabe
- Graduate School of Health Sciences, Hokkaido University, Sapporo 060-0812, Japan; (J.C.); (R.S.); (H.M.); (A.W.); (Y.T.)
| | - Yukina Tokikuni
- Graduate School of Health Sciences, Hokkaido University, Sapporo 060-0812, Japan; (J.C.); (R.S.); (H.M.); (A.W.); (Y.T.)
| | - Susumu Yoshida
- Department of Rehabilitation Sciences, Health Sciences University of Hokkaido, Sapporo 061-0293, Japan; (S.S.); (S.Y.)
| | - Shinya Sakai
- Department of Rehabilitation Science, Faculty of Health Sciences, Hokkaido University, Sapporo 060-0812, Japan; (K.Y.); (S.S.)
| |
Collapse
|
18
|
Brockhoff L, Schindler S, Bruchmann M, Straube T. Effects of perceptual and working memory load on brain responses to task-irrelevant stimuli: Review and implications for future research. Neurosci Biobehav Rev 2022; 135:104580. [DOI: 10.1016/j.neubiorev.2022.104580] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2021] [Revised: 01/25/2022] [Accepted: 02/12/2022] [Indexed: 11/27/2022]
|
19
|
Blomberg R, Johansson Capusan A, Signoret C, Danielsson H, Rönnberg J. The Effects of Working Memory Load on Auditory Distraction in Adults With Attention Deficit Hyperactivity Disorder. Front Hum Neurosci 2021; 15:771711. [PMID: 34916918 PMCID: PMC8670091 DOI: 10.3389/fnhum.2021.771711] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2021] [Accepted: 11/08/2021] [Indexed: 12/23/2022] Open
Abstract
Cognitive control provides us with the ability to inter alia, regulate the locus of attention and ignore environmental distractions in accordance with our goals. Auditory distraction is a frequently cited symptom in adults with attention deficit hyperactivity disorder (aADHD)-yet few task-based fMRI studies have explored whether deficits in cognitive control (associated with the disorder) impedes on the ability to suppress/compensate for exogenously evoked cortical responses to noise in this population. In the current study, we explored the effects of auditory distraction as function of working memory (WM) load. Participants completed two tasks: an auditory target detection (ATD) task in which the goal was to actively detect salient oddball tones amidst a stream of standard tones in noise, and a visual n-back task consisting of 0-, 1-, and 2-back WM conditions whilst concurrently ignoring the same tonal signal from the ATD task. Results indicated that our sample of young aADHD (n = 17), compared to typically developed controls (n = 17), had difficulty attenuating auditory cortical responses to the task-irrelevant sound when WM demands were high (2-back). Heightened auditory activity to task-irrelevant sound was associated with both poorer WM performance and symptomatic inattentiveness. In the ATD task, we observed a significant increase in functional communications between auditory and salience networks in aADHD. Because performance outcomes were on par with controls for this task, we suggest that this increased functional connectivity in aADHD was likely an adaptive mechanism for suboptimal listening conditions. Taken together, our results indicate that aADHD are more susceptible to noise interference when they are engaged in a primary task. The ability to cope with auditory distraction appears to be related to the WM demands of the task and thus the capacity to deploy cognitive control.
Collapse
Affiliation(s)
- Rina Blomberg
- Department of Behavioural Sciences and Learning, Linköping University, Linköping, Sweden.,Swedish Institute for Disability Research, Linköping University, Linköping, Sweden
| | - Andrea Johansson Capusan
- Department of Psychiatry, Linköping University, Linköping, Sweden.,Department of Clinical and Experimental Medicine, Linköping University, Linköping, Sweden.,Center for Social and Affective Neuroscience, Linköping University, Linköping, Sweden
| | - Carine Signoret
- Department of Behavioural Sciences and Learning, Linköping University, Linköping, Sweden.,Swedish Institute for Disability Research, Linköping University, Linköping, Sweden
| | - Henrik Danielsson
- Department of Behavioural Sciences and Learning, Linköping University, Linköping, Sweden.,Swedish Institute for Disability Research, Linköping University, Linköping, Sweden
| | - Jerker Rönnberg
- Department of Behavioural Sciences and Learning, Linköping University, Linköping, Sweden.,Swedish Institute for Disability Research, Linköping University, Linköping, Sweden.,Center for Medical Image Science and Visualization, Linköping University, Linköping, Sweden
| |
Collapse
|
20
|
Marcenaro B, Leiva A, Dragicevic C, López V, Delano PH. The medial olivocochlear reflex strength is modulated during a visual working memory task. J Neurophysiol 2021; 125:2309-2321. [PMID: 33978484 DOI: 10.1152/jn.00032.2020] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023] Open
Abstract
Top-down modulation of sensory responses to distracting stimuli by selective attention has been proposed as an important mechanism by which our brain can maintain relevant information during working memory tasks. Previous works in visual working memory (VWM) have reported modulation of neural responses to distracting sounds at different levels of the central auditory pathways. Whether these modulations occur also at the level of the auditory receptor is unknown. Here, we hypothesize that cochlear responses to irrelevant auditory stimuli can be modulated by the medial olivocochlear system during VWM. Twenty-one subjects (13 males, mean age 25.3 yr) with normal hearing performed a visual change detection task with different VWM load conditions (high load = 4 visual objects; low load = 2 visual objects). Auditory stimuli were presented as distractors and allowed the measurement of distortion product otoacoustic emissions (DPOAEs) and scalp auditory evoked potentials. In addition, the medial olivocochlear reflex strength was evaluated by adding contralateral acoustic stimulation. We found larger contralateral acoustic suppression of DPOAEs during the visual working memory period (n = 21) compared with control experiments (n = 10), in which individuals were passively exposed to the same experimental conditions. These results show that during the visual working memory period there is a modulation of the medial olivocochlear reflex strength, suggesting a possible common mechanism for top-down filtering of auditory responses during cognitive processes.NEW & NOTEWORTHY The auditory efferent system has been proposed to function as a biological filter of cochlear responses during selective attention. Here, we recorded electroencephalographic activity and otoacoustic emissions in response to auditory distractors during a visual working memory task in humans. We found that the olivocochlear efferent activity is modulated during the visual working memory period suggesting a common mechanism for suppressing cochlear responses during selective attention and working memory.
Collapse
Affiliation(s)
- Bruno Marcenaro
- Neuroscience Department, Facultad de Medicina, Universidad de Chile, Santiago, Chile.,Centro Avanzado de Ingeniería Eléctrica y Electrónica, AC3E, Universidad Técnica Federico Santa María, Valparaiso, Chile.,Interdisciplinary Center of Neuroscience, Escuela de Psicología, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Alexis Leiva
- Neuroscience Department, Facultad de Medicina, Universidad de Chile, Santiago, Chile.,Biomedical Neuroscience Institute, BNI, Facultad de Medicina, Universidad de Chile, Santiago, Chile
| | - Constantino Dragicevic
- Neuroscience Department, Facultad de Medicina, Universidad de Chile, Santiago, Chile.,Biomedical Neuroscience Institute, BNI, Facultad de Medicina, Universidad de Chile, Santiago, Chile
| | - Vladimir López
- Escuela de Psicología, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Paul H Delano
- Neuroscience Department, Facultad de Medicina, Universidad de Chile, Santiago, Chile.,Otolaryngology Department, Hospital Clínico de la Universidad de Chile, Santiago, Chile.,Biomedical Neuroscience Institute, BNI, Facultad de Medicina, Universidad de Chile, Santiago, Chile.,Centro Avanzado de Ingeniería Eléctrica y Electrónica, AC3E, Universidad Técnica Federico Santa María, Valparaiso, Chile
| |
Collapse
|
21
|
Ultra-Short Window Length and Feature Importance Analysis for Cognitive Load Detection from Wearable Sensors. ELECTRONICS 2021. [DOI: 10.3390/electronics10050613] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Human cognitive capabilities are under constant pressure in the modern information society. Cognitive load detection would be beneficial in several applications of human–computer interaction, including attention management and user interface adaptation. However, current research into accurate and real-time biosignal-based cognitive load detection lacks understanding of the optimal and minimal window length in data segmentation which would allow for more timely, continuous state detection. This study presents a comparative analysis of ultra-short (30 s or less) window lengths in cognitive load detection with a wearable device. Heart rate, heart rate variability, galvanic skin response, and skin temperature features are extracted at six different window lengths and used to train an Extreme Gradient Boosting classifier to detect between cognitive load and rest. A 25 s window showed the highest accury (67.6%), which is similar to earlier studies using the same dataset. Overall, model accuracy tended to decrease as the window length decreased, and lowest performance (60.0%) was observed with a 5 s window. The contribution of different physiological features to the classification performance and the most useful features that react in short windows are also discussed. The analysis provides a promising basis for future real-time applications with wearable sensors.
Collapse
|
22
|
Rönnberg J, Holmer E, Rudner M. Cognitive Hearing Science: Three Memory Systems, Two Approaches, and the Ease of Language Understanding Model. JOURNAL OF SPEECH, LANGUAGE, AND HEARING RESEARCH : JSLHR 2021; 64:359-370. [PMID: 33439747 DOI: 10.1044/2020_jslhr-20-00007] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
Purpose The purpose of this study was to conceptualize the subtle balancing act between language input and prediction (cognitive priming of future input) to achieve understanding of communicated content. When understanding fails, reconstructive postdiction is initiated. Three memory systems play important roles: working memory (WM), episodic long-term memory (ELTM), and semantic long-term memory (SLTM). The axiom of the Ease of Language Understanding (ELU) model is that explicit WM resources are invoked by a mismatch between language input-in the form of rapid automatic multimodal binding of phonology-and multimodal phonological and lexical representations in SLTM. However, if there is a match between rapid automatic multimodal binding of phonology output and SLTM/ELTM representations, language processing continues rapidly and implicitly. Method and Results In our first ELU approach, we focused on experimental manipulations of signal processing in hearing aids and background noise to cause a mismatch with LTM representations; both resulted in increased dependence on WM. Our second-and main approach relevant for this review article-focuses on the relative effects of age-related hearing loss on the three memory systems. According to the ELU, WM is predicted to be frequently occupied with reconstruction of what was actually heard, resulting in a relative disuse of phonological/lexical representations in the ELTM and SLTM systems. The prediction and results do not depend on test modality per se but rather on the particular memory system. This will be further discussed. Conclusions Related to the literature on ELTM decline as precursors of dementia and the fact that the risk for Alzheimer's disease increases substantially over time due to hearing loss, there is a possibility that lowered ELTM due to hearing loss and disuse may be part of the causal chain linking hearing loss and dementia. Future ELU research will focus on this possibility.
Collapse
Affiliation(s)
- Jerker Rönnberg
- Linnaeus Centre HEAD, Swedish Institute for Disability Research Department of Behavioural Sciences and Learning, Linköping University, Sweden
| | - Emil Holmer
- Linnaeus Centre HEAD, Swedish Institute for Disability Research Department of Behavioural Sciences and Learning, Linköping University, Sweden
| | - Mary Rudner
- Linnaeus Centre HEAD, Swedish Institute for Disability Research Department of Behavioural Sciences and Learning, Linköping University, Sweden
| |
Collapse
|
23
|
Weigard A, Wilson SJ, Shapiro Z, Galloway-Long H, Huang-Pollock C. Neural correlates of working memory's suppression of aversive olfactory distraction effects. Brain Imaging Behav 2021; 15:2254-2268. [PMID: 33405095 DOI: 10.1007/s11682-020-00419-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/04/2020] [Indexed: 10/22/2022]
Abstract
Human cognitive performance is often disrupted by distractions related to aversive stimuli and affective states, but, paradoxically, there is also evidence to suggest that high working memory demands reduce the impact of aversive distraction. Previous empirical work suggests this latter effect occurs because working memory demands reduce attention to off-task processes, but the brain regions that mediate this effect remain uncertain. The current study utilizes a novel distraction manipulation involving unpleasant odorants to identify neural structures that buffer performance from aversive distraction under high working memory demands, and to clarify their connectivity in this context. Twenty-one healthy young adults (12 women) completed a verbal n-back task under two levels of load and were concurrently exposed to either room air or aversive odorants. Three brain regions displayed increases in neural responses to olfactory distractors under high load only; the left dorsolateral prefrontal cortex, the left ventrolateral prefrontal cortex and right cerebellar Crus I. Of these regions, only the ventrolateral prefrontal cortex also displayed context-specific connectivity with a region thought to be involved in off-task processes: the dorsomedial prefrontal cortex. Overall, results suggest that, under high working memory demands, areas of the prefrontal cortex and cerebellum shield cognition from aversive distraction, potentially through interactions with brain structures involved in off-task processes.
Collapse
Affiliation(s)
- Alexander Weigard
- Department of Psychiatry, University of Michigan, Rachel Upjohn Building, Ann Arbor, MI, 48109, USA.
| | - Stephen J Wilson
- Department of Psychology, Pennsylvania State University, Moore Building, State College, PA, USA
| | - Zvi Shapiro
- Department of Psychology, Pennsylvania State University, Moore Building, State College, PA, USA
| | - Hilary Galloway-Long
- Department of Psychology, Pennsylvania State University, Moore Building, State College, PA, USA
| | - Cynthia Huang-Pollock
- Department of Psychology, Pennsylvania State University, Moore Building, State College, PA, USA
| |
Collapse
|
24
|
Bayramova R, Toffalini E, Bonato M, Grassi M. Auditory selective attention under working memory load. PSYCHOLOGICAL RESEARCH 2020; 85:2667-2681. [PMID: 33146781 PMCID: PMC8440250 DOI: 10.1007/s00426-020-01437-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2020] [Accepted: 10/09/2020] [Indexed: 10/31/2022]
Abstract
Can cognitive load enhance concentration on task-relevant information and help filter out distractors? Most of the prior research in the area of selective attention has focused on visual attention or cross-modal distraction and has yielded controversial results. Here, we studied whether working memory load can facilitate selective attention when both target and distractor stimuli are auditory. We used a letter n-back task with four levels of working memory load and two levels of distraction: congruent and incongruent distractors. This combination of updating and inhibition tasks allowed us to manipulate working memory load within the selective attention task. Participants sat in front of three loudspeakers and were asked to attend to the letter presented from the central loudspeaker while ignoring that presented from the flanking ones (spoken by a different person), which could be the same letter as the central one (congruent) or a different (incongruent) letter. Their task was to respond whether or not the central letter matched the letter presented n (0, 1, 2, or 3) trials back. Distraction was measured in terms of the difference in reaction time and accuracy on trials with incongruent versus congruent flankers. We found reduced interference from incongruent flankers in 2- and 3-back conditions compared to 0- and 1-back conditions, whereby higher working memory load almost negated the effect of incongruent flankers. These results suggest that high load on verbal working memory can facilitate inhibition of distractors in the auditory domain rather than make it more difficult as sometimes claimed.
Collapse
Affiliation(s)
- Rena Bayramova
- Department of General Psychology, University of Padova, Via Venezia, 8, Padua, Italy
| | - Enrico Toffalini
- Department of General Psychology, University of Padova, Via Venezia, 8, Padua, Italy
| | - Mario Bonato
- Department of General Psychology, University of Padova, Via Venezia, 8, Padua, Italy.
| | - Massimo Grassi
- Department of General Psychology, University of Padova, Via Venezia, 8, Padua, Italy
| |
Collapse
|
25
|
Ghanbari S, Haghani F, Barekatain M, Jamali A. A systematized review of cognitive load theory in health sciences education and a perspective from cognitive neuroscience. JOURNAL OF EDUCATION AND HEALTH PROMOTION 2020; 9:176. [PMID: 32953905 PMCID: PMC7482702 DOI: 10.4103/jehp.jehp_643_19] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/25/2019] [Accepted: 12/12/2019] [Indexed: 06/02/2023]
Abstract
INTRODUCTION To design instructions in health sciences education, it is highly relevant to heed the working memory and the approaches for managing cognitive load. In this article, we tried to mention the implications of cognitive load theory (CLT) for optimizing teaching-learning in health sciences education and discussing cognitive load from the perspective of cognitive neurosciences as brain-aware medical education. MATERIALS AND METHODS We searched databases of Pubmed, Proquest, SCOPUS, and ISI Web of Science for relevant literature in September 1, 2018. RESULTS The 27 articles out of a total of 46 records, along with 23 papers from snowballing and hand searching were included in this study. Main items encompassed; "Various types of cognitive loads," "Aim of cognitive load theory," "Strategies to managing Cognitive Load," "Cognitive Load Theory in novice and experienced learners and "expertise reversal effect," Medical and Health Sciences Curriculums and Cognitive Load Theory," "Challenges of Cognitive Load Theory." CONCLUSIONS We discussed six important themes for CLT in health sciences education according to the literature. Mental imagery (visualization) as one of the useful techniques to optimize germane load was suggested, as it processes further gain access to neural circuits that are engaged in sensory, motor, executive, and decision-making pathways in the brain.
Collapse
Affiliation(s)
- Sahar Ghanbari
- Medical Education Research Center, Education Development Center, Isfahan University of Medical Sciences, Isfahan, Iran
- Department of Occupational Therapy, School of Rehabilitation Sciences, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Fariba Haghani
- Medical Education Research Center, Education Development Center, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Majid Barekatain
- Department of Psychiatry, School of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Alireza Jamali
- Department of Occupational Therapy, School of Rehabilitation Sciences, Iran University of Medical Sciences, Tehran, Iran
| |
Collapse
|
26
|
Zekveld AA, Kramer SE, Rönnberg J, Rudner M. In a Concurrent Memory and Auditory Perception Task, the Pupil Dilation Response Is More Sensitive to Memory Load Than to Auditory Stimulus Characteristics. Ear Hear 2019; 40:272-286. [PMID: 29923867 PMCID: PMC6400496 DOI: 10.1097/aud.0000000000000612] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2017] [Accepted: 04/10/2018] [Indexed: 11/30/2022]
Abstract
OBJECTIVES Speech understanding may be cognitively demanding, but it can be enhanced when semantically related text cues precede auditory sentences. The present study aimed to determine whether (a) providing text cues reduces pupil dilation, a measure of cognitive load, during listening to sentences, (b) repeating the sentences aloud affects recall accuracy and pupil dilation during recall of cue words, and (c) semantic relatedness between cues and sentences affects recall accuracy and pupil dilation during recall of cue words. DESIGN Sentence repetition following text cues and recall of the text cues were tested. Twenty-six participants (mean age, 22 years) with normal hearing listened to masked sentences. On each trial, a set of four-word cues was presented visually as text preceding the auditory presentation of a sentence whose meaning was either related or unrelated to the cues. On each trial, participants first read the cue words, then listened to a sentence. Following this they spoke aloud either the cue words or the sentence, according to instruction, and finally on all trials orally recalled the cues. Peak pupil dilation was measured throughout listening and recall on each trial. Additionally, participants completed a test measuring the ability to perceive degraded verbal text information and three working memory tests (a reading span test, a size-comparison span test, and a test of memory updating). RESULTS Cue words that were semantically related to the sentence facilitated sentence repetition but did not reduce pupil dilation. Recall was poorer and there were more intrusion errors when the cue words were related to the sentences. Recall was also poorer when sentences were repeated aloud. Both behavioral effects were associated with greater pupil dilation. Larger reading span capacity and smaller size-comparison span were associated with larger peak pupil dilation during listening. Furthermore, larger reading span and greater memory updating ability were both associated with better cue recall overall. CONCLUSIONS Although sentence-related word cues facilitate sentence repetition, our results indicate that they do not reduce cognitive load during listening in noise with a concurrent memory load. As expected, higher working memory capacity was associated with better recall of the cues. Unexpectedly, however, semantic relatedness with the sentence reduced word cue recall accuracy and increased intrusion errors, suggesting an effect of semantic confusion. Further, speaking the sentence aloud also reduced word cue recall accuracy, probably due to articulatory suppression. Importantly, imposing a memory load during listening to sentences resulted in the absence of formerly established strong effects of speech intelligibility on the pupil dilation response. This nullified intelligibility effect demonstrates that the pupil dilation response to a cognitive (memory) task can completely overshadow the effect of perceptual factors on the pupil dilation response. This highlights the importance of taking cognitive task load into account during auditory testing.
Collapse
Affiliation(s)
- Adriana A. Zekveld
- Department of Behavioural Sciences and Learning, Linköping University, Linköping, Sweden
- Linnaeus Centre HEAD, The Swedish Institute for Disability Research, Linköping and Örebro Universities, Linköping, Sweden
- Section Ear & Hearing, Department of Otolaryngology-Head and Neck Surgery and Amsterdam Public Health research institute VU University Medical Center, Amsterdam, The Netherlands
| | - Sophia E. Kramer
- Section Ear & Hearing, Department of Otolaryngology-Head and Neck Surgery and Amsterdam Public Health research institute VU University Medical Center, Amsterdam, The Netherlands
| | - Jerker Rönnberg
- Department of Behavioural Sciences and Learning, Linköping University, Linköping, Sweden
- Linnaeus Centre HEAD, The Swedish Institute for Disability Research, Linköping and Örebro Universities, Linköping, Sweden
| | - Mary Rudner
- Department of Behavioural Sciences and Learning, Linköping University, Linköping, Sweden
- Linnaeus Centre HEAD, The Swedish Institute for Disability Research, Linköping and Örebro Universities, Linköping, Sweden
| |
Collapse
|
27
|
González-Garrido AA, Brofman-Epelbaum JJ, Gómez-Velázquez FR, Balart-Sánchez SA, Ramos-Loyo J. Skipping Breakfast Affects the Early Steps of Cognitive Processing. J PSYCHOPHYSIOL 2019. [DOI: 10.1027/0269-8803/a000214] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
Abstract. It has been generally accepted that skipping breakfast adversely affects cognition, mainly disturbing the attentional processes. However, the effects of short-term fasting upon brain functioning are still unclear. We aimed to evaluate the effect of skipping breakfast on cognitive processing by studying the electrical brain activity of young healthy individuals while performing several working memory tasks. Accordingly, the behavioral results and event-related brain potentials (ERPs) of 20 healthy university students (10 males) were obtained and compared through analysis of variances (ANOVAs), during the performance of three n-back working memory (WM) tasks in two morning sessions on both normal (after breakfast) and 12-hour fasting conditions. Significantly fewer correct responses were achieved during fasting, mainly affecting the higher WM load task. In addition, there were prolonged reaction times with increased task difficulty, regardless of breakfast intake. ERP showed a significant voltage decrement for N200 and P300 during fasting, while the amplitude of P200 notably increased. The results suggest skipping breakfast disturbs earlier cognitive processing steps, particularly attention allocation, early decoding in working memory, and stimulus evaluation, and this effect increases with task difficulty.
Collapse
|
28
|
De Tommaso M, Turatto M. Learning to ignore salient distractors: Attentional set and habituation. VISUAL COGNITION 2019. [DOI: 10.1080/13506285.2019.1583298] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Affiliation(s)
| | - Massimo Turatto
- Center for Mind/Brain Sciences, University of Trento, Trento, Italy
| |
Collapse
|
29
|
Marois A, Vachon F. Can pupillometry index auditory attentional capture in contexts of active visual processing? JOURNAL OF COGNITIVE PSYCHOLOGY 2018. [DOI: 10.1080/20445911.2018.1470518] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Affiliation(s)
| | - François Vachon
- École de psychologie, Université Laval, Québec, QC, Canada
- Department of Building, Energy and Environmental Engineering, University of Gävle, Gävle, Sweden
| |
Collapse
|
30
|
Stevenson MP, Schilhab T, Bentsen P. Attention Restoration Theory II: a systematic review to clarify attention processes affected by exposure to natural environments. JOURNAL OF TOXICOLOGY AND ENVIRONMENTAL HEALTH. PART B, CRITICAL REVIEWS 2018; 21:227-268. [PMID: 30130463 DOI: 10.1080/10937404.2018.1505571] [Citation(s) in RCA: 137] [Impact Index Per Article: 19.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/10/2023]
Abstract
Attention Restoration Theory (ART) predicts exposure to natural environments may lead to improved cognitive performance through restoration of a limited cognitive resource, directed attention. A recent review by Ohly and colleagues (2016) uncovered substantial ambiguity surrounding details of directed attention and how cognitive restoration was tested. Therefore, an updated systematic review was conducted to identify relevant cognitive domains from which to describe elements of directed attention sensitive to the restoration effect. Forty-two articles that tested natural environments or stimuli against a suitable control, and included an objective measure of cognitive performance, had been published since July 2013. Articles were subjected to screening procedures and quality appraisal. Random effects meta-analyses were performed to calculate pooled effect sizes across 8 cognitive domains using data from 49 individual outcome measures. Results showed that working memory, cognitive flexibility, and to a less-reliable degree, attentional control, are improved after exposure to natural environments, with low to moderate effect sizes. Moderator analyses revealed that actual exposures to real environments may enhance the restoration effect within these three domains, relative to virtual exposures; however, this may also be due to differences in the typical lengths of exposure. The effect of a participants' restoration potential, based upon diagnosis or fatigue-induction, was less clear. A new framework is presented to qualify the involvement of directed attention-related processes, using examples of tasks from the three cognitive domains found to be sensitive to the restoration effect. The review clarifies the description of cognitive processes sensitive to natural environments, using current evidence, while exploring aspects of protocol that appear influential to the strength of the restoration effect.
Collapse
Affiliation(s)
- Matt P Stevenson
- a Centre for Outdoor Recreation and Education , University of Copenhagen , Fredensborg , Denmark
| | - Theresa Schilhab
- b Future Technology, Culture, and Learning, Department of Education , University of Aarhus , Copenhagen , NV , Denmark
| | - Peter Bentsen
- a Centre for Outdoor Recreation and Education , University of Copenhagen , Fredensborg , Denmark
- c Health Promotion Research , Steno Diabetes Center Copenhagen , Gentofte , Denmark
| |
Collapse
|
31
|
Tusch ES, Feng NC, Holcomb PJ, Daffner KR. Task-Irrelevant Novel Sounds have Antithetical Effects on Visual Target Processing in Young and Old Adults. Front Aging Neurosci 2017; 9:348. [PMID: 29163131 PMCID: PMC5671602 DOI: 10.3389/fnagi.2017.00348] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2017] [Accepted: 10/16/2017] [Indexed: 01/12/2023] Open
Abstract
In young adults, primary visual task processing can be either enhanced or disrupted by novel auditory stimuli preceding target events, depending on task demands. Little is known about this phenomenon in older individuals, who, in general, are more susceptible to distraction. In the current study, age-related differences in the electrophysiological effects of task-irrelevant auditory stimuli on visual target processing were examined. Under both low and high primary task loads, the categorization/updating process in response to visual targets preceded by auditory novels, as indexed by the target P3 component, was enhanced in young, but diminished in old adults. In both age groups, the alerting/orienting response to novel auditory stimuli, as measured by the P3a, was smaller under high task load, whereas redirecting attention to the visual task after a novel auditory event, as indexed by the reorienting negativity (RON), tended to be augmented under high task load. Old subjects generated a smaller P3a and RON. We conclude that task irrelevant novel auditory stimuli have the opposite effect on the processing of visual targets in young and old adults. This finding may help explain age-related increases in the disruption of primary task activity by irrelevant, but salient auditory events.
Collapse
Affiliation(s)
- Erich S. Tusch
- Laboratory of Healthy Cognitive Aging, Department of Neurology, Brigham and Women’s Hospital/Harvard Medical School, Boston, MA, United States
| | - Nicole C. Feng
- Laboratory of Healthy Cognitive Aging, Department of Neurology, Brigham and Women’s Hospital/Harvard Medical School, Boston, MA, United States
| | - Phillip J. Holcomb
- NeuroCognition Laboratory, Department of Psychology, Tufts University, Medford, MA, United States
| | - Kirk R. Daffner
- Laboratory of Healthy Cognitive Aging, Department of Neurology, Brigham and Women’s Hospital/Harvard Medical School, Boston, MA, United States
| |
Collapse
|
32
|
Villemonteix T, Marx I, Septier M, Berger C, Hacker T, Bahadori S, Acquaviva E, Massat I. Attentional control of emotional interference in children with ADHD and typically developing children: An emotional N-back study. Psychiatry Res 2017; 254:1-7. [PMID: 28437666 DOI: 10.1016/j.psychres.2017.04.027] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/26/2016] [Revised: 02/28/2017] [Accepted: 04/15/2017] [Indexed: 10/19/2022]
Abstract
Emotional interference control refers to the ability to remain focused on goal-oriented processes when confronted with disrupting but irrelevant emotional stimuli, a process that may be impaired in children and adults with attention deficit/hyperactivity disorder (ADHD). However, emotional interference levels are known to be associated with trait anxiety, and patients with ADHD often display elevated levels of trait anxiety, such as these may have confounded previous findings of decreased emotional interference control in this population. In the present study, male and female 8-13 years old (mean =11.0 years) children with ADHD (n=33) and typically developing (TD) children (n=24) performed a visual emotional working memory (n-back) task with 2 memory loads and three different background pictures (neutral/positive/negative), and trait anxiety measures were obtained. Children with ADHD performed less well, and displayed increased emotional interference in the presence of aversive distractors when compared with TD children. Contrary to our expectations, trait anxiety did not mediate the association between diagnostic group membership and the degree of emotional interference control; however, co-morbid ODD was associated with decreased levels of emotional interference in ADHD. Future research should aim at characterizing the mechanisms subtending decreased emotional interference control in the ADHD population.
Collapse
Affiliation(s)
- Thomas Villemonteix
- EA 2007, Psychopathology and Neuropsychology Lab., Université Paris 8, Saint-Denis, France; UR2NF - Neuropsychology and Functional Neuroimaging Research Unit, Centre de Recherche Cognition et Neurosciences, Université Libre de Bruxelles (ULB), Bruxelles, Belgium.
| | - Ivo Marx
- Department of Child and Adolescent Psychiatry, Neurology, Psychosomatics and Psychotherapy, University Medicine Rostock, Rostock, Germany
| | - Mathilde Septier
- Assistance Publique-Hôpitaux de Paris, Department of Child and Adolescent Psychiatry, Robert-Debré Hospital, Paris, France; Inserm, U894, Psychiatry and NeurosciXence Center, Paris, France
| | - Christoph Berger
- Department of Child and Adolescent Psychiatry, Neurology, Psychosomatics and Psychotherapy, University Medicine Rostock, Rostock, Germany
| | - Thomas Hacker
- Department of Psychiatry and Psychotherapy, University Medicine Rostock, Rostock, Germany
| | - Sara Bahadori
- Assistance Publique-Hôpitaux de Paris, Department of Child and Adolescent Psychiatry, Robert-Debré Hospital, Paris, France; Inserm, U894, Psychiatry and NeurosciXence Center, Paris, France
| | - Eric Acquaviva
- Assistance Publique-Hôpitaux de Paris, Department of Child and Adolescent Psychiatry, Robert-Debré Hospital, Paris, France
| | - Isabelle Massat
- UR2NF - Neuropsychology and Functional Neuroimaging Research Unit, Centre de Recherche Cognition et Neurosciences, Université Libre de Bruxelles (ULB), Bruxelles, Belgium; Laboratory of Experimental Neurology, ULB, Bruxelles, Belgium; National Fund of Scientific Research (FNRS) Belgium
| |
Collapse
|
33
|
Rönnberg J, Lunner T, Ng EHN, Lidestam B, Zekveld AA, Sörqvist P, Lyxell B, Träff U, Yumba W, Classon E, Hällgren M, Larsby B, Signoret C, Pichora-Fuller MK, Rudner M, Danielsson H, Stenfelt S. Hearing impairment, cognition and speech understanding: exploratory factor analyses of a comprehensive test battery for a group of hearing aid users, the n200 study. Int J Audiol 2016; 55:623-42. [PMID: 27589015 PMCID: PMC5044772 DOI: 10.1080/14992027.2016.1219775] [Citation(s) in RCA: 73] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2016] [Revised: 07/29/2016] [Accepted: 07/29/2016] [Indexed: 02/08/2023]
Abstract
OBJECTIVE The aims of the current n200 study were to assess the structural relations between three classes of test variables (i.e. HEARING, COGNITION and aided speech-in-noise OUTCOMES) and to describe the theoretical implications of these relations for the Ease of Language Understanding (ELU) model. STUDY SAMPLE Participants were 200 hard-of-hearing hearing-aid users, with a mean age of 60.8 years. Forty-three percent were females and the mean hearing threshold in the better ear was 37.4 dB HL. DESIGN LEVEL1 factor analyses extracted one factor per test and/or cognitive function based on a priori conceptualizations. The more abstract LEVEL 2 factor analyses were performed separately for the three classes of test variables. RESULTS The HEARING test variables resulted in two LEVEL 2 factors, which we labelled SENSITIVITY and TEMPORAL FINE STRUCTURE; the COGNITIVE variables in one COGNITION factor only, and OUTCOMES in two factors, NO CONTEXT and CONTEXT. COGNITION predicted the NO CONTEXT factor to a stronger extent than the CONTEXT outcome factor. TEMPORAL FINE STRUCTURE and SENSITIVITY were associated with COGNITION and all three contributed significantly and independently to especially the NO CONTEXT outcome scores (R(2) = 0.40). CONCLUSIONS All LEVEL 2 factors are important theoretically as well as for clinical assessment.
Collapse
Affiliation(s)
- Jerker Rönnberg
- Department of Behavioural Sciences and Learning, Linköping University,
Linköping,
Sweden
- Linnaeus Centre HEAD, Swedish Institute for Disability Research, Linköping University,
Linköping,
Sweden
| | - Thomas Lunner
- Department of Behavioural Sciences and Learning, Linköping University,
Linköping,
Sweden
- Linnaeus Centre HEAD, Swedish Institute for Disability Research, Linköping University,
Linköping,
Sweden
- Department of Clinical and Experimental Medicine, Linköping University,
Linköping,
Sweden
- Eriksholm Research Centre,
Oticon A/S, Rørtangvej 20, 3070 Snekkersten,
Denmark
| | - Elaine Hoi Ning Ng
- Department of Behavioural Sciences and Learning, Linköping University,
Linköping,
Sweden
- Linnaeus Centre HEAD, Swedish Institute for Disability Research, Linköping University,
Linköping,
Sweden
| | - Björn Lidestam
- Department of Behavioural Sciences and Learning, Linköping University,
Linköping,
Sweden
| | - Adriana Agatha Zekveld
- Linnaeus Centre HEAD, Swedish Institute for Disability Research, Linköping University,
Linköping,
Sweden
- Section Ear & Hearing, Dept. of Otolaryngology-Head and Neck Surgery and EMGO Institute, VU University Medical Center,
Amsterdam,
The Netherlands
| | - Patrik Sörqvist
- Linnaeus Centre HEAD, Swedish Institute for Disability Research, Linköping University,
Linköping,
Sweden
- Department of Building, Energy and Environmental Engineering, University of Gävle,
Gävle,
Sweden
| | - Björn Lyxell
- Department of Behavioural Sciences and Learning, Linköping University,
Linköping,
Sweden
- Linnaeus Centre HEAD, Swedish Institute for Disability Research, Linköping University,
Linköping,
Sweden
| | - Ulf Träff
- Department of Behavioural Sciences and Learning, Linköping University,
Linköping,
Sweden
| | - Wycliffe Yumba
- Department of Behavioural Sciences and Learning, Linköping University,
Linköping,
Sweden
- Linnaeus Centre HEAD, Swedish Institute for Disability Research, Linköping University,
Linköping,
Sweden
| | - Elisabet Classon
- Department of Behavioural Sciences and Learning, Linköping University,
Linköping,
Sweden
- Linnaeus Centre HEAD, Swedish Institute for Disability Research, Linköping University,
Linköping,
Sweden
| | - Mathias Hällgren
- Linnaeus Centre HEAD, Swedish Institute for Disability Research, Linköping University,
Linköping,
Sweden
- Department of Clinical and Experimental Medicine, Linköping University,
Linköping,
Sweden
| | - Birgitta Larsby
- Linnaeus Centre HEAD, Swedish Institute for Disability Research, Linköping University,
Linköping,
Sweden
- Department of Clinical and Experimental Medicine, Linköping University,
Linköping,
Sweden
| | - Carine Signoret
- Department of Behavioural Sciences and Learning, Linköping University,
Linköping,
Sweden
- Linnaeus Centre HEAD, Swedish Institute for Disability Research, Linköping University,
Linköping,
Sweden
| | - M. Kathleen Pichora-Fuller
- Linnaeus Centre HEAD, Swedish Institute for Disability Research, Linköping University,
Linköping,
Sweden
- Department of Psychology, University of Toronto,
Toronto,
Ontario,
Canada
- The Toronto Rehabilitation Institute, University Health Network,
Toronto,
Ontario,
Canada
- The Rotman Research Institute, Baycrest Hospital,
Toronto,
Ontario,
Canada
| | - Mary Rudner
- Department of Behavioural Sciences and Learning, Linköping University,
Linköping,
Sweden
- Linnaeus Centre HEAD, Swedish Institute for Disability Research, Linköping University,
Linköping,
Sweden
| | - Henrik Danielsson
- Department of Behavioural Sciences and Learning, Linköping University,
Linköping,
Sweden
- Linnaeus Centre HEAD, Swedish Institute for Disability Research, Linköping University,
Linköping,
Sweden
| | - Stefan Stenfelt
- Linnaeus Centre HEAD, Swedish Institute for Disability Research, Linköping University,
Linköping,
Sweden
- Department of Clinical and Experimental Medicine, Linköping University,
Linköping,
Sweden
| |
Collapse
|
34
|
Simon SS, Tusch ES, Holcomb PJ, Daffner KR. Increasing Working Memory Load Reduces Processing of Cross-Modal Task-Irrelevant Stimuli Even after Controlling for Task Difficulty and Executive Capacity. Front Hum Neurosci 2016; 10:380. [PMID: 27536226 PMCID: PMC4971070 DOI: 10.3389/fnhum.2016.00380] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2016] [Accepted: 07/13/2016] [Indexed: 12/02/2022] Open
Abstract
The classic account of the load theory (LT) of attention suggests that increasing cognitive load leads to greater processing of task-irrelevant stimuli due to competition for limited executive resource that reduces the ability to actively maintain current processing priorities. Studies testing this hypothesis have yielded widely divergent outcomes. The inconsistent results may, in part, be related to variability in executive capacity (EC) and task difficulty across subjects in different studies. Here, we used a cross-modal paradigm to investigate whether augmented working memory (WM) load leads to increased early distracter processing, and controlled for the potential confounders of EC and task difficulty. Twenty-three young subjects were engaged in a primary visual WM task, under high and low load conditions, while instructed to ignore irrelevant auditory stimuli. Demands of the high load condition were individually titrated to make task difficulty comparable across subjects with differing EC. Event-related potentials (ERPs) were used to measure neural activity in response to stimuli presented in both the task relevant modality (visual) and task-irrelevant modality (auditory). Behavioral results indicate that the load manipulation and titration procedure of the primary visual task were successful. ERPs demonstrated that in response to visual target stimuli, there was a load-related increase in the posterior slow wave, an index of sustained attention and effort. Importantly, under high load, there was a decrease of the auditory N1 in response to distracters, a marker of early auditory processing. These results suggest that increased WM load is associated with enhanced attentional engagement and protection from distraction in a cross-modal setting, even after controlling for task difficulty and EC. Our findings challenge the classic LT and offer support for alternative models.
Collapse
Affiliation(s)
- Sharon S Simon
- Division of Cognitive and Behavioral Neurology, Department of Neurology, Center for Brain/Mind Medicine - Brigham and Women's Hospital, Harvard Medical School, BostonMA, USA; Old Age Research Group (PROTER), Institute of Psychiatry, University of São Paulo School of MedicineSão Paulo, Brazil
| | - Erich S Tusch
- Division of Cognitive and Behavioral Neurology, Department of Neurology, Center for Brain/Mind Medicine - Brigham and Women's Hospital, Harvard Medical School, Boston MA, USA
| | | | - Kirk R Daffner
- Division of Cognitive and Behavioral Neurology, Department of Neurology, Center for Brain/Mind Medicine - Brigham and Women's Hospital, Harvard Medical School, Boston MA, USA
| |
Collapse
|