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Zhu L, Hou J, Zhou B, Xiao X, Wang J, Jia W. Physical activity, problematic smartphone use, and burnout among Chinese college students. PeerJ 2023; 11:e16270. [PMID: 37842034 PMCID: PMC10576493 DOI: 10.7717/peerj.16270] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2023] [Accepted: 09/19/2023] [Indexed: 10/17/2023] Open
Abstract
The aim of this study was to investigate the association between physical activity (PA), problematic smartphone use (PSU), and burnout, as well as to identify whether there is a mediating role for PSU. We recruited 823 college students (Mage = 18.55, SD = 0.83) from Wuhan, China, in December 2022, including 499 males and 324 females. Demographic information, the International Physical Activity Questionnaire-Short Form (IPAQ-SF), the Smartphone Addiction Scale-Short Version (SAS-SV), and the Maslach Burnout Inventory-Student Survey (MBI-SS) were used for assessments. Pearson correlation analysis showed that PA was significantly associated with PSU (r = -0.151, p < 0.001), PSU was significantly associated with burnout (r = 0.421, p < 0.001), and the association between PA and burnout was not statistically significant (r = -0.046, p > 0.05). The results of the mediation model test showed that PA could not predict burnout directly; it instead predicted burnout entirely indirectly through PSU. Furthermore, PSU mediated the predictive effect of PA on exhaustion and cynicism. In conclusion, there is no direct connection between PA levels and burnout. PA indirectly affects burnout through PSU, but does not fully apply to the three different dimensions of exhaustion, cynicism, and professional efficacy.
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Affiliation(s)
- Lianghao Zhu
- School of Physical Education, Hubei Business College, Wuhan, China
| | - Junli Hou
- School of Physical Education, Hubei Business College, Wuhan, China
| | - Bojun Zhou
- School of Kinesiology, Beijing Sport University, Beijing, China
| | - Xi Xiao
- School of Physical Education, Hubei Business College, Wuhan, China
| | - Jingqiang Wang
- School of Physical Education, Hubei Business College, Wuhan, China
| | - Wanping Jia
- Center for International Education, Philippine Christian University, Manila, Philippines
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2
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Martínez-Pérez V, Andreu A, Sandoval-Lentisco A, Tortajada M, Palmero LB, Castillo A, Campoy G, Fuentes LJ. Vigilance decrement and mind-wandering in sustained attention tasks: Two sides of the same coin? Front Neurosci 2023; 17:1122406. [PMID: 37056308 PMCID: PMC10086236 DOI: 10.3389/fnins.2023.1122406] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2022] [Accepted: 03/10/2023] [Indexed: 03/30/2023] Open
Abstract
BackgroundDecrements in performance and the propensity for increased mind-wandering (i.e., task-unrelated thoughts) across time-on-task are two pervasive phenomena observed when people perform vigilance tasks. In the present study, we asked whether processes that lead to vigilance decrement and processes that foster the propensity for mind-wandering (MW) can be dissociated or whether they share a common mechanism. In one experiment, we introduced two critical manipulations: increasing task demands and applying anodal high-definition transcranial direct current stimulation (HD-tDCS) to the left dorsolateral prefrontal cortex.MethodSeventy-eight participants were randomly assigned to one of four groups resulting from the factorial combination of task demand (low, high) and stimulation (anodal, sham). Participants completed the sustained attention to response task (SART), which included thought probes on intentional and unintentional MW. In addition, we investigated the crucial role of alpha oscillations in a novel approach. By assessing pre-post resting EEG, we explored whether participants’ variability in baseline alpha power predicted performance in MW and vigilance decrement related to tDCS or task demands, respectively, and whether such variability was a stable characteristic of participants.ResultsOur results showed a double dissociation, such that task demands exclusively affected vigilance decrement, while anodal tDCS exclusively affected the rate of MW. Furthermore, the slope of the vigilance decrement function and MW rate (overall, intentional and unintentional) did not correlate. Critically, resting state alpha-band activity predicted tDCS-related gains in unintentional MW alone, but not in vigilance decrement, and remained stable after participants completed the task.ConclusionThese results show that when a sustained attention task involving executive vigilance, such as the SART, is designed to elicit both vigilance decrement effects and MW, the processes leading to vigilance decrement should be differentiated from those responsible for MW, a claim that is supported by the double dissociation observed here and the lack of correlation between the measures chosen to assess both phenomena. Furthermore, the results provide the first evidence of how individual differences in alpha power at baseline may be of crucial importance in predicting the effects of tDCS on MW propensity.
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3
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Wang X, Qiao Y, Wang S. Parental phubbing, problematic smartphone use, and adolescents' learning burnout: A cross-lagged panel analysis. J Affect Disord 2023; 320:442-449. [PMID: 36206880 DOI: 10.1016/j.jad.2022.09.163] [Citation(s) in RCA: 17] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/28/2022] [Revised: 09/26/2022] [Accepted: 09/30/2022] [Indexed: 11/17/2022]
Abstract
BACKGROUND Parental phubbing is defined as the phenomenon that parents ignore their children when they are paying more attention to smartphones. The present study aimed to test bidirectional relationships among parental phubbing, problematic smartphone use, and learning burnout. We also extended previous studies to examine the mediating role of problematic smartphone use in the relationship between parental phubbing and learning burnout. METHODS Using a cross-lagged panel model, we recruited 2260 Chinese adolescents (50.35 % girls, Mage = 12.76, SD = 0.58 at baseline) across two years. Descriptive statistics, a cross-lagged panel analysis, a mediation model, and a multiple group analysis were estimated in the current study. RESULTS Parental phubbing was associated with problematic smartphone use, and there were bidirectional associations between problematic smartphone use and learning burnout as well as between parental phubbing and learning burnout. Problematic smartphone use significantly mediated the relationship between parental phubbing and learning burnout. There were no gender differences among parental phubbing, problematic smartphone use, and learning burnout. LIMITATIONS The current study only used two-time points to measure variables. Additionally, this study measured adolescents' perceived parental phubbing instead of the actual phubbing behavior. CONCLUSION It is important to consider the influences of parental phubbing in order to decrease adolescents' problematic smartphone use and learning burnout. Furthermore, there is a vicious circle between PSU and learning burnout. Interventions need to reduce problematic smartphone use and learning burnout simultaneously.
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Affiliation(s)
- Xingchao Wang
- School of Educational Science, Shanxi University, No. 92 Wucheng Road, Taiyuan 030006, China.
| | - Yuran Qiao
- School of Educational Science, Shanxi University, No. 92 Wucheng Road, Taiyuan 030006, China
| | - Shiyin Wang
- School of Educational Science, Shanxi University, No. 92 Wucheng Road, Taiyuan 030006, China
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Salihu AT, Hill KD, Jaberzadeh S. Neural mechanisms underlying state mental fatigue: a systematic review and activation likelihood estimation meta-analysis. Rev Neurosci 2022; 33:889-917. [PMID: 35700454 DOI: 10.1515/revneuro-2022-0023] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2022] [Accepted: 04/26/2022] [Indexed: 12/14/2022]
Abstract
Sustained performance of cognitive tasks could lead to the development of state mental fatigue characterized by subjective sensation of mental weariness and decrease in cognitive performance. In addition to the occupational hazards associated with mental fatigue, it can also affect physical performance reducing endurance, balance, and sport-specific technical skills. Similarly, mental fatigue is a common symptom in certain chronic health conditions such as multiple sclerosis affecting quality of life of the patients. Despite its widely acknowledged negative impact, the neural mechanisms underlining this phenomenon are still not fully understood. We conducted a systematic review and activation likelihood estimation (ALE) meta-analysis of functional neuroimaging studies investigating the effect of mental fatigue due to time-on-task (TOT) on brain activity to elucidate the possible underlying mechanisms. Studies were included if they examined change in brain activity induced by experimental mental fatigue (TOT effect) or investigated the relationship between brain activity and subjective mental fatigue due to TOT. A total of 33 studies met the review's inclusion criteria, 13 of which were included in meta-analyses. Results of the meta-analyses revealed a decrease in activity with TOT in brain areas that constitute the cognitive control network. Additionally, an increased activity with TOT, as well as negative relationship with subjective mental fatigue was found in parts of the default mode network of the brain. The changes in cognitive control and the default mode networks of the brain due to state mental fatigue observed in this study were discussed in relation to the existing theories of mental fatigue.
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Affiliation(s)
- Abubakar Tijjani Salihu
- Monash Neuromodulation Research Unit, Department of Physiotherapy, School of Primary and Allied Health Care, Faculty of Medicine, Nursing and Health Science, Monash University, Melbourne, Australia
| | - Keith D Hill
- Rehabilitation, Ageing and Independent Living (RAIL) Research Centre, School of Primary and Allied Health Care, Monash University, Frankston, Australia
| | - Shapour Jaberzadeh
- Monash Neuromodulation Research Unit, Department of Physiotherapy, School of Primary and Allied Health Care, Faculty of Medicine, Nursing and Health Science, Monash University, Melbourne, Australia
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Waldfogle GE, Garibaldi AE, Neigel AR, Szalma JL. 'I need a break': the effect of choice of rest break duration on vigilance. ERGONOMICS 2021; 64:1509-1521. [PMID: 34328396 DOI: 10.1080/00140139.2021.1960428] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/24/2020] [Accepted: 07/21/2021] [Indexed: 06/13/2023]
Abstract
Vigilance is the ability to sustain attention for an extended period of time and to respond to infrequently occurring critical signals. One of the most replicable findings within the vigilance literature is the performance decrement; the decline in performance as time on task increases. In an effort to attenuate the decrement, and decrease the workload and stress associated with vigilance, the present study investigated the role of choice of rest break duration on vigilance performance, perceived workload, and stress. Participants were assigned to one of three conditions: (1) choice condition, (2) no-choice condition (yoked-control), and (3) a no-break control condition. Participants completed a sensory vigilance task and common measures of workload and stress. A vigilance decrement was observed in all conditions. Participants in the choice condition exhibited more conservative responses and fewer false alarms than the no-choice condition. Across all conditions, task engagement and worry decreased, and distress increased. Practitioner Summary: This study shows the impact of rest breaks and autonomy on vigilance task performance. The findings suggest that resource theory is a plausible explanation for the vigilance decrement. Additionally, providing a choice in rest break length changes the operator's criterion following the break. Abbreviations: TSA: transportation security administration; SART: sustained attention to response task; ERP: event-related potential; S-DT: self-determination theory; ISI: interstimulus interval; DSSQ: dundee stress state questionnaire; CFQ: cognitive failures questionnaire; BP: boredom proneness; NASA-TLX: NASA task load index; IMI: intrinsic motivation inventory.
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Affiliation(s)
- Grace E Waldfogle
- Performance Research Laboratory, Psychology Department, University of Central Florida, Orlando, FL, USA
| | - Allison E Garibaldi
- Performance Research Laboratory, Psychology Department, University of Central Florida, Orlando, FL, USA
| | - Alexis R Neigel
- Performance Research Laboratory, Psychology Department, University of Central Florida, Orlando, FL, USA
| | - James L Szalma
- Performance Research Laboratory, Psychology Department, University of Central Florida, Orlando, FL, USA
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Clemente A, Domínguez D JF, Imms P, Burmester A, Dhollander T, Wilson PH, Poudel G, Caeyenberghs K. Individual differences in attentional lapses are associated with fiber-specific white matter microstructure in healthy adults. Psychophysiology 2021; 58:e13871. [PMID: 34096075 DOI: 10.1111/psyp.13871] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2020] [Revised: 04/21/2021] [Accepted: 04/21/2021] [Indexed: 11/30/2022]
Abstract
Attentional lapses interfere with goal-directed behaviors, which may result in harmless (e.g., not hearing instructions) or severe (e.g., fatal car accident) consequences. Task-related functional MRI (fMRI) studies have shown a link between attentional lapses and activity in the frontoparietal network. Activity in this network is likely to be mediated by the organization of the white matter fiber pathways that connect the regions implicated in the network, such as the superior longitudinal fasciculus I (SLF-I). In the present study, we investigate the relationship between susceptibility to attentional lapses and relevant white matter pathways in 36 healthy adults (23 females, Mage = 31.56 years). Participants underwent a diffusion MRI (dMRI) scan and completed the global-local task to measure attentional lapses, similar to previous fMRI studies. Applying the fixel-based analysis framework for fiber-specific analysis of dMRI data, we investigated the association between attentional lapses and variability in microstructural fiber density (FD) and macrostructural (morphological) fiber-bundle cross section (FC) in the SLF-I. Our results revealed a significant negative association between higher total number of attentional lapses and lower FD in the left SLF-I. This finding indicates that the variation in the microstructure of a key frontoparietal white matter tract is associated with attentional lapses and may provide a trait-like biomarker in the general population. However, SLF-I microstructure alone does not explain propensity for attentional lapses, as other factors such as sleep deprivation or underlying psychological conditions (e.g., sleep disorders) may also lead to higher susceptibility in both healthy people and those with neurological disorders.
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Affiliation(s)
- Adam Clemente
- Mary MacKillop Institute for Health Research, Faculty of Health Sciences, Australian Catholic University, Melbourne, VIC, Australia
| | - Juan F Domínguez D
- Cognitive Neuroscience Unit, School of Psychology, Deakin University, Geelong, VIC, Australia
| | - Phoebe Imms
- Mary MacKillop Institute for Health Research, Faculty of Health Sciences, Australian Catholic University, Melbourne, VIC, Australia
| | - Alex Burmester
- Cognitive Neuroscience Unit, School of Psychology, Deakin University, Geelong, VIC, Australia
| | - Thijs Dhollander
- Developmental Imaging, Murdoch Children's Research Institute, Melbourne, VIC, Australia
| | - Peter H Wilson
- Healthy Brain and Mind Research Centre, School of Behavioural, Health and Human Sciences, Faculty of Health Sciences, Australian Catholic University, Melbourne, VIC, Australia
| | - Govinda Poudel
- Mary MacKillop Institute for Health Research, Faculty of Health Sciences, Australian Catholic University, Melbourne, VIC, Australia
| | - Karen Caeyenberghs
- Cognitive Neuroscience Unit, School of Psychology, Deakin University, Geelong, VIC, Australia
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7
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Zhang S, Yan Z, Sapkota S, Zhao S, Ooi WT. Moment-to-Moment Continuous Attention Fluctuation Monitoring through Consumer-Grade EEG Device. SENSORS (BASEL, SWITZERLAND) 2021; 21:3419. [PMID: 34069027 PMCID: PMC8156270 DOI: 10.3390/s21103419] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/31/2021] [Revised: 04/28/2021] [Accepted: 05/08/2021] [Indexed: 11/16/2022]
Abstract
While numerous studies have explored using various sensing techniques to measure attention states, moment-to-moment attention fluctuation measurement is unavailable. To bridge this gap, we applied a novel paradigm in psychology, the gradual-onset continuous performance task (gradCPT), to collect the ground truth of attention states. GradCPT allows for the precise labeling of attention fluctuation on an 800 ms time scale. We then developed a new technique for measuring continuous attention fluctuation, based on a machine learning approach that uses the spectral properties of EEG signals as the main features. We demonstrated that, even using a consumer grade EEG device, the detection accuracy of moment-to-moment attention fluctuations was 73.49%. Next, we empirically validated our technique in a video learning scenario and found that our technique match with the classification obtained through thought probes, with an average F1 score of 0.77. Our results suggest the effectiveness of using gradCPT as a ground truth labeling method and the feasibility of using consumer-grade EEG devices for continuous attention fluctuation detection.
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Affiliation(s)
- Shan Zhang
- NUS-HCI Lab, Department of Computer Science, School of Computing, National University of Singapore, Singapore 117417, Singapore; (Z.Y.); (S.S.); (S.Z.)
| | - Zihan Yan
- NUS-HCI Lab, Department of Computer Science, School of Computing, National University of Singapore, Singapore 117417, Singapore; (Z.Y.); (S.S.); (S.Z.)
- College of Computer Science and Technology, Zhejiang University, Hangzhou 310058, China
| | - Shardul Sapkota
- NUS-HCI Lab, Department of Computer Science, School of Computing, National University of Singapore, Singapore 117417, Singapore; (Z.Y.); (S.S.); (S.Z.)
- Division of Science, Yale-NUS College, Singapore 138527, Singapore
| | - Shengdong Zhao
- NUS-HCI Lab, Department of Computer Science, School of Computing, National University of Singapore, Singapore 117417, Singapore; (Z.Y.); (S.S.); (S.Z.)
| | - Wei Tsang Ooi
- National University of Singapore, Singapore 117417, Singapore;
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8
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Karimi-Rouzbahani H, Woolgar A, Rich AN. Neural signatures of vigilance decrements predict behavioural errors before they occur. eLife 2021; 10:e60563. [PMID: 33830017 PMCID: PMC8060034 DOI: 10.7554/elife.60563] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2020] [Accepted: 04/02/2021] [Indexed: 11/24/2022] Open
Abstract
There are many monitoring environments, such as railway control, in which lapses of attention can have tragic consequences. Problematically, sustained monitoring for rare targets is difficult, with more misses and longer reaction times over time. What changes in the brain underpin these 'vigilance decrements'? We designed a multiple-object monitoring (MOM) paradigm to examine how the neural representation of information varied with target frequency and time performing the task. Behavioural performance decreased over time for the rare target (monitoring) condition, but not for a frequent target (active) condition. This was mirrored in neural decoding using magnetoencephalography: coding of critical information declined more during monitoring versus active conditions along the experiment. We developed new analyses that can predict behavioural errors from the neural data more than a second before they occurred. This facilitates pre-empting behavioural errors due to lapses in attention and provides new insight into the neural correlates of vigilance decrements.
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Affiliation(s)
- Hamid Karimi-Rouzbahani
- Perception in Action Research Centre, Faculty of Human Sciences, Macquarie UniversitySydneyAustralia
- Medical Research Council Cognition and Brain Sciences Unit, University of CambridgeCambridgeUnited Kingdom
- Department of Cognitive Science, Faculty of Human Sciences, Macquarie UniversitySydneyAustralia
| | - Alexandra Woolgar
- Perception in Action Research Centre, Faculty of Human Sciences, Macquarie UniversitySydneyAustralia
- Medical Research Council Cognition and Brain Sciences Unit, University of CambridgeCambridgeUnited Kingdom
- Department of Cognitive Science, Faculty of Human Sciences, Macquarie UniversitySydneyAustralia
| | - Anina N Rich
- Perception in Action Research Centre, Faculty of Human Sciences, Macquarie UniversitySydneyAustralia
- Department of Cognitive Science, Faculty of Human Sciences, Macquarie UniversitySydneyAustralia
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9
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Zaky MH, Shoorangiz R, Poudel GR, Yang L, Jones RD. Neural Correlates of Attention Lapses During Continuous Tasks. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2020; 2020:3196-3199. [PMID: 33018684 DOI: 10.1109/embc44109.2020.9176297] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
Attention lapses (ALs) are common phenomenon, which can affect our performance and productivity by slowing or suspending responsiveness. Occurrence of ALs during continuous monitoring tasks, such as driving or operating machinery, can lead to injuries and fatalities. However, we have limited understanding of what happens in the brain when ALs intrude during such continuous tasks. Here, we analyzed fMRI data from a study, in which participants performed a continuous visuomotor tracking task during fMRI scanning. A total of 68 ALs were identified from 20 individuals, using visual rating of tracking performance and video-based eye-closure. ALs were found to be associated with increased BOLD fMRI activity partially in the executive control network, and sensorimotor network. Surprisingly, we found no evidence of deactivations.
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Al-Shargie F, Tariq U, Hassanin O, Mir H, Babiloni F, Al-Nashash H. Brain Connectivity Analysis Under Semantic Vigilance and Enhanced Mental States. Brain Sci 2019; 9:E363. [PMID: 31835346 PMCID: PMC6955710 DOI: 10.3390/brainsci9120363] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2019] [Revised: 11/26/2019] [Accepted: 12/06/2019] [Indexed: 12/17/2022] Open
Abstract
In this paper, we present a method to quantify the coupling between brain regions under vigilance and enhanced mental states by utilizing partial directed coherence (PDC) and graph theory analysis (GTA). The vigilance state is induced using a modified version of stroop color-word task (SCWT) while the enhancement state is based on audio stimulation with a pure tone of 250 Hz. The audio stimulation was presented to the right and left ears simultaneously for one-hour while participants perform the SCWT. The quantification of mental states was performed by means of statistical analysis of indexes based on GTA, behavioral responses of time-on-task (TOT), and Brunel Mood Scale (BRMUS). The results show that PDC is very sensitive to vigilance decrement and shows that the brain connectivity network is significantly reduced with increasing TOT, p < 0.05. Meanwhile, during the enhanced state, the connectivity network maintains high connectivity as time passes and shows significant improvements compared to vigilance state. The audio stimulation enhances the connectivity network over the frontal and parietal regions and the right hemisphere. The increase in the connectivity network correlates with individual differences in the magnitude of the vigilance enhancement assessed by response time to stimuli. Our results provide evidence for enhancement of cognitive processing efficiency with audio stimulation. The BRMUS was used to evaluate the emotional states of vigilance task before and after using the audio stimulation. BRMUS factors, such as fatigue, depression, and anger, significantly decrease in the enhancement group compared to vigilance group. On the other hand, happy and calmness factors increased with audio stimulation, p < 0.05.
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Affiliation(s)
- Fares Al-Shargie
- Biosciences and Bioengineering Research Institute, Department of Electrical Engineering, American University of Sharjah, P.O. Box 26666, Sharjah, UAE; (U.T.); (O.H.); (H.M.); (H.A.-N.)
| | - Usman Tariq
- Biosciences and Bioengineering Research Institute, Department of Electrical Engineering, American University of Sharjah, P.O. Box 26666, Sharjah, UAE; (U.T.); (O.H.); (H.M.); (H.A.-N.)
| | - Omnia Hassanin
- Biosciences and Bioengineering Research Institute, Department of Electrical Engineering, American University of Sharjah, P.O. Box 26666, Sharjah, UAE; (U.T.); (O.H.); (H.M.); (H.A.-N.)
| | - Hasan Mir
- Biosciences and Bioengineering Research Institute, Department of Electrical Engineering, American University of Sharjah, P.O. Box 26666, Sharjah, UAE; (U.T.); (O.H.); (H.M.); (H.A.-N.)
| | - Fabio Babiloni
- Department Molecular Medicine, University of Sapienza Rome, 00185 Rome, Italy;
- College Computer Science and Technology, University Hangzhou Dianzi, Hangzhou 310018, China
| | - Hasan Al-Nashash
- Biosciences and Bioengineering Research Institute, Department of Electrical Engineering, American University of Sharjah, P.O. Box 26666, Sharjah, UAE; (U.T.); (O.H.); (H.M.); (H.A.-N.)
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11
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Wixted F, O’Sullivan L. Task engagement as a mediator between the cognitive demands of sustained attention and musculoskeletal complaints: A structural equation modelling approach. Work 2019; 64:623-634. [DOI: 10.3233/wor-193023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Affiliation(s)
- Fiona Wixted
- Department of Design & Manufacturing Technology, University of Limerick, Limerick, Ireland
| | - Leonard O’Sullivan
- Department of Design & Manufacturing Technology, University of Limerick, Limerick, Ireland
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12
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Donnelly N, Muhl-Richardson A, Godwin HJ, Cave KR. Using Eye Movements to Understand how Security Screeners Search for Threats in X-Ray Baggage. Vision (Basel) 2019; 3:vision3020024. [PMID: 31735825 PMCID: PMC6802782 DOI: 10.3390/vision3020024] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2019] [Revised: 05/17/2019] [Accepted: 06/01/2019] [Indexed: 12/01/2022] Open
Abstract
There has been an increasing drive to understand failures in searches for weapons and explosives in X-ray baggage screening. Tracking eye movements during the search has produced new insights into the guidance of attention during the search, and the identification of targets once they are fixated. Here, we review the eye-movement literature that has emerged on this front over the last fifteen years, including a discussion of the problems that real-world searchers face when trying to detect targets that could do serious harm to people and infrastructure.
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Affiliation(s)
- Nick Donnelly
- Department of Psychology, Liverpool Hope University, Liverpool L16 9JD, UK
| | | | - Hayward J. Godwin
- Psychology, University of Southampton, Southampton SO17 1BJ, UK
- Correspondence:
| | - Kyle R. Cave
- Department of Psychological and Brain Sciences, University of Massachusetts Amherst, Amherst, MA 01003, USA
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Witt ST, Drissi NM, Tapper S, Wretman A, Szakács A, Hallböök T, Landtblom AM, Karlsson T, Lundberg P, Engström M. Evidence for cognitive resource imbalance in adolescents with narcolepsy. Brain Imaging Behav 2019; 12:411-424. [PMID: 28321606 PMCID: PMC5880867 DOI: 10.1007/s11682-017-9706-y] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/29/2022]
Abstract
The study investigated brain activity changes during performance of a verbal working memory task in a population of adolescents with narcolepsy. Seventeen narcolepsy patients and twenty healthy controls performed a verbal working memory task during simultaneous fMRI and EEG acquisition. All subjects also underwent MRS to measure GABA and Glutamate concentrations in the medial prefrontal cortex. Activation levels in the default mode network and left middle frontal gyrus were examined to investigate whether narcolepsy is characterized by an imbalance in cognitive resources. Significantly increased deactivation within the default mode network during task performance was observed for the narcolepsy patients for both the encoding and recognition phases of the task. No evidence for task performance deficits or reduced activation within the left middle frontal gyrus was noted for the narcolepsy patients. Correlation analyses between the spectroscopy and fMRI data indicated that deactivation of the anterior aspect of the default mode in narcolepsy patients correlated more with increased concentrations of Glutamate and decreased concentrations of GABA. In contrast, deactivation in the default mode was correlated with increased concentrations of GABA and decreased concentrations of Glutamate in controls. The results suggested that narcolepsy is not characterized by a deficit in working memory but rather an imbalance of cognitive resources in favor of monitoring and maintaining attention over actual task performance. This points towards dysregulation within the sustained attention system being the origin behind self-reported cognitive difficulties in narcolepsy.
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Affiliation(s)
- Suzanne T Witt
- Center for Medical Image Science and Visualization (CMIV), Linköping University, Linköpings universitet/US, SE-581 85, Linköping, SE, Sweden.
| | - Natasha Morales Drissi
- Center for Medical Image Science and Visualization (CMIV), Linköping University, Linköpings universitet/US, SE-581 85, Linköping, SE, Sweden.,Department of Medical and Health Sciences (IMH), Linköping University, Linköping, Sweden
| | - Sofie Tapper
- Center for Medical Image Science and Visualization (CMIV), Linköping University, Linköpings universitet/US, SE-581 85, Linköping, SE, Sweden.,Radiation Physics, Department of Medical and Health Sciences, Linköping University, Linköping, Sweden
| | - Anna Wretman
- Linnaeus Center HEAD, Linköping University, Linköping, Sweden
| | - Attila Szakács
- Department of Pediatrics, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Tove Hallböök
- Department of Pediatrics, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Anne-Marie Landtblom
- Center for Medical Image Science and Visualization (CMIV), Linköping University, Linköpings universitet/US, SE-581 85, Linköping, SE, Sweden.,Department of Neurology, Department of Clinical and Experimental Medicine, Linköping University, Linköping, Sweden.,Department of Neuroscience and Neurology, Uppsala University, Uppsala, Sweden
| | - Thomas Karlsson
- Center for Medical Image Science and Visualization (CMIV), Linköping University, Linköpings universitet/US, SE-581 85, Linköping, SE, Sweden.,Linnaeus Center HEAD, Linköping University, Linköping, Sweden.,Department of Behavioral Sciences and Learning, Linköping University, Linköping, Sweden
| | - Peter Lundberg
- Center for Medical Image Science and Visualization (CMIV), Linköping University, Linköpings universitet/US, SE-581 85, Linköping, SE, Sweden.,Radiation Physics, Department of Medical and Health Sciences, Linköping University, Linköping, Sweden.,Radiology, Department of Medical and Health Sciences, Linköping University, Linköping, Sweden
| | - Maria Engström
- Center for Medical Image Science and Visualization (CMIV), Linköping University, Linköpings universitet/US, SE-581 85, Linköping, SE, Sweden.,Department of Medical and Health Sciences (IMH), Linköping University, Linköping, Sweden
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14
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Where is my mind? Examining mind-wandering and vigilance performance. Exp Brain Res 2018; 237:557-571. [PMID: 30483830 DOI: 10.1007/s00221-018-5438-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2018] [Accepted: 11/18/2018] [Indexed: 10/27/2022]
Abstract
Vigilance is the ability to sustain attention to information for prolonged periods of time, particularly in environments where critical signals may be rare. Recent research in the domain of mind-wandering has suggested that processes associated with mind-wandering may underpin the typical decline in vigilance task performance. Current methods for measuring mind-wandering either disrupt vigils by asking probe questions throughout the task, or, require observers to reflect on how much mind-wandering occurred during the task upon conclusion of the vigil. Across three experimental studies, we treat mind-wandering as an individual difference, which was measured pre- and post-vigil. We argue this technique is a more holistic representation of mind-wandering and is less intrusive than probe measures, which serve to disrupt the vigil. The results of our first experiment challenge previous results in the literature: higher rates of mind-wandering were associated with improved correct detection performance. Interestingly, the second experiment suggests that increases in mind-wandering were not linked to vigilance performance deficits. However, significant differences in global workload emerged in the second experiment, implying individuals low in mind-wandering report greater workload. In a third experiment, wherein we manipulated event rate, mind-wandering typology had no significant effect on vigilance performance. We conclude with a discussion of the relevance of individual differences in mind-wandering in vigilance research considering the present findings.
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15
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Lufi D, Haimov I. Effects of age on attention level: changes in performance between the ages of 12 and 90. AGING NEUROPSYCHOLOGY AND COGNITION 2018; 26:904-919. [DOI: 10.1080/13825585.2018.1546820] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Affiliation(s)
- Dubi Lufi
- The Center for Psychobiological Research, The Max Stern Yezreel Valley College, Israel
| | - Iris Haimov
- The Center for Psychobiological Research, The Max Stern Yezreel Valley College, Israel
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16
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Sensitivity to stimulus similarity is associated with greater sustained attention ability. Atten Percept Psychophys 2018; 80:1390-1408. [DOI: 10.3758/s13414-018-1504-0] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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17
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Inhibiting the Physiological Stress Effects of a Sustained Attention Task on Shoulder Muscle Activity. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2018; 15:ijerph15010115. [PMID: 29324693 PMCID: PMC5800214 DOI: 10.3390/ijerph15010115] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/13/2017] [Revised: 01/08/2018] [Accepted: 01/08/2018] [Indexed: 11/29/2022]
Abstract
Objective: The objective of this study was to investigate if a breathing technique could counteract the effects of hyperventilation due to a sustained attention task on shoulder muscle activity. Background: The trend towards higher levels of automation in industry is increasing. Consequently, manufacturing operators often monitor automated process for long periods of their work shift. Prolonged monitoring work requires sustained attention, which is a cognitive process that humans are typically poor at and find stressful. As sustained attention becomes an increasing requirement of manufacturing operators’ job content, the resulting stress experienced could contribute to the onset of many health problems, including work related musculoskeletal disorders (WRMSDs). Methods: The SART attention test was completed by a group of participants before and after a breathing intervention exercise. The effects of the abdominal breathing intervention on breathing rate, upper trapezius muscle activity and end-tidal CO2 were evaluated. Results: The breathing intervention reduced the moderation effect of end-tidal CO2 on upper trapezius muscle activity. Conclusions: Abdominal breathing could be a useful technique in reducing the effects of sustained attention work on muscular activity. Application: This research can be applied to highly-automated manufacturing industries, where prolonged monitoring of work is widespread and could, in its role as a stressor, be a potential contributor to WRMSDs.
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18
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19
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Attention lapses and behavioural microsleeps during tracking, psychomotor vigilance, and dual tasks. Conscious Cogn 2016; 45:174-183. [DOI: 10.1016/j.concog.2016.09.002] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2016] [Revised: 07/15/2016] [Accepted: 09/03/2016] [Indexed: 11/19/2022]
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20
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Steinborn MB, Langner R, Huestegge L. Mobilizing cognition for speeded action: try-harder instructions promote motivated readiness in the constant-foreperiod paradigm. PSYCHOLOGICAL RESEARCH 2016; 81:1135-1151. [PMID: 27650820 DOI: 10.1007/s00426-016-0810-1] [Citation(s) in RCA: 39] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2016] [Accepted: 09/16/2016] [Indexed: 01/27/2023]
Abstract
We examined the effect of motivational readiness on cognitive performance. An important but still not sufficiently elaborated question is whether individuals can voluntarily increase cognitive efficiency for an impending target event, given sufficient preparation time. Within the framework of the constant-foreperiod design (comparing reaction time performance in blocks of short and long foreperiod intervals, FPs), we examined the effect of an instruction to try harder (instructional cue: standard vs. effort) in a choice-reaction task on performance speed and variability. Proceeding from previous theoretical considerations, we expected the instruction to speed-up processing irrespective of FP length, while error rate should be increased in the short-FP but decreased in the long-FP condition. Overall, the results confirmed this prediction. Importantly, the distributional (ex-Gaussian and delta plot) analysis revealed that the instruction to try harder decreased distributional skewness (i.e., longer percentiles were more affected), indicating that mobilization ensured temporal performance stability (persistence).
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Affiliation(s)
- Michael B Steinborn
- Psychologie III, University of Wuerzburg, Röntgenring 11, 97070, Würzburg, Germany.
| | - Robert Langner
- Institute of Clinical Neuroscience and Medical Psychology, Heinrich Heine University Düsseldorf, Düsseldorf, Germany.,Institute of Neuroscience and Medicine (INM-1), Research Centre Jülich, Jülich, Germany
| | - Lynn Huestegge
- Psychologie III, University of Wuerzburg, Röntgenring 11, 97070, Würzburg, Germany
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21
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Free recall and outdoor running: cognitive and physical demand interference. Exp Brain Res 2016; 234:2979-87. [DOI: 10.1007/s00221-016-4700-y] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2016] [Accepted: 06/06/2016] [Indexed: 10/21/2022]
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22
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Bodala IP, Li J, Thakor NV, Al-Nashash H. EEG and Eye Tracking Demonstrate Vigilance Enhancement with Challenge Integration. Front Hum Neurosci 2016; 10:273. [PMID: 27375464 PMCID: PMC4894919 DOI: 10.3389/fnhum.2016.00273] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2016] [Accepted: 05/23/2016] [Indexed: 11/13/2022] Open
Abstract
Maintaining vigilance is possibly the first requirement for surveillance tasks where personnel are faced with monotonous yet intensive monitoring tasks. Decrement in vigilance in such situations could result in dangerous consequences such as accidents, loss of life and system failure. In this paper, we investigate the possibility to enhance vigilance or sustained attention using “challenge integration,” a strategy that integrates a primary task with challenging stimuli. A primary surveillance task (identifying an intruder in a simulated factory environment) and a challenge stimulus (periods of rain obscuring the surveillance scene) were employed to test the changes in vigilance levels. The effect of integrating challenging events (resulting from artificially simulated rain) into the task were compared to the initial monotonous phase. EEG and eye tracking data is collected and analyzed for n = 12 subjects. Frontal midline theta power and frontal theta to parietal alpha power ratio which are used as measures of engagement and attention allocation show an increase due to challenge integration (p < 0.05 in each case). Relative delta band power of EEG also shows statistically significant suppression on the frontoparietal and occipital cortices due to challenge integration (p < 0.05). Saccade amplitude, saccade velocity and blink rate obtained from eye tracking data exhibit statistically significant changes during the challenge phase of the experiment (p < 0.05 in each case). From the correlation analysis between the statistically significant measures of eye tracking and EEG, we infer that saccade amplitude and saccade velocity decrease with vigilance decrement along with frontal midline theta and frontal theta to parietal alpha ratio. Conversely, blink rate and relative delta power increase with vigilance decrement. However, these measures exhibit a reverse trend when challenge stimulus appears in the task suggesting vigilance enhancement. Moreover, the mean reaction time is lower for the challenge integrated phase (RTmean = 3.65 ± 1.4s) compared to initial monotonous phase without challenge (RTmean = 4.6 ± 2.7s). Our work shows that vigilance level, as assessed by response of these vital signs, is enhanced by challenge integration.
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Affiliation(s)
- Indu P Bodala
- Singapore Institute for Neurotechnology (SINAPSE), National University of SingaporeSingapore, Singapore; NUS Graduate School of Integrative Sciences and Engineering, National University of SingaporeSingapore, Singapore
| | - Junhua Li
- Singapore Institute for Neurotechnology (SINAPSE), National University of Singapore Singapore, Singapore
| | - Nitish V Thakor
- Singapore Institute for Neurotechnology (SINAPSE), National University of SingaporeSingapore, Singapore; NUS Graduate School of Integrative Sciences and Engineering, National University of SingaporeSingapore, Singapore
| | - Hasan Al-Nashash
- Department of Electrical Engineering, College of Engineering, American University of Sharjah Sharjah, UAE
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23
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Lufi D, Segev S, Blum A, Rosen T, Haimov I. The Effect of Age on Attention Level. Int J Aging Hum Dev 2015; 81:176-88. [DOI: 10.1177/0091415015614953] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
In the present study, a computerized test was used to compare the attention level of a group of healthy older participants aged 75 with that of a group of students aged 31. The second part of the study examined only the older participants and sought to discover how three measures of lifestyle were related to measures of attention. The results showed that the young group performed better on measures of attention. No differences between the two age groups were found on measures of impulsivity and on four measures of sustained attention. A discriminant function analysis found that reaction time and standard deviation of reaction time can explain 87.50% of the variance in both groups. The older participants’ answers to the lifestyle questions showed that variables of attention correlated significantly with time spent watching television and reading. The results indicate that attention level declines with age; however, no decline was observed on measures of impulsivity and sustained attention.
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Affiliation(s)
- Dubi Lufi
- The Center for Psychobiological Research, the Yezreel Valley College, Israel
| | - Shahar Segev
- The Center for Psychobiological Research, the Yezreel Valley College, Israel
| | - Adi Blum
- The Center for Psychobiological Research, the Yezreel Valley College, Israel
| | - Tal Rosen
- The Center for Psychobiological Research, the Yezreel Valley College, Israel
| | - Iris Haimov
- The Center for Psychobiological Research, the Yezreel Valley College, Israel
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24
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Epling SL, Russell PN, Helton WS. A new semantic vigilance task: vigilance decrement, workload, and sensitivity to dual-task costs. Exp Brain Res 2015; 234:133-9. [DOI: 10.1007/s00221-015-4444-0] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2015] [Accepted: 09/12/2015] [Indexed: 11/24/2022]
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25
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Becker A, Mandell AR, Tangney JP, Chrosniak LD, Shaw TH. The effects of self-control on cognitive resource allocation during sustained attention: a transcranial Doppler investigation. Exp Brain Res 2015; 233:2215-23. [DOI: 10.1007/s00221-015-4291-z] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2014] [Accepted: 04/16/2015] [Indexed: 11/28/2022]
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26
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Lufi D, Bassin-Savion S, Rubel L. The effect of methylphenidate on sustained attention among adolescents with attention-deficit hyperactivity disorder. Neurocase 2015; 21:802-8. [PMID: 25771849 DOI: 10.1080/13554794.2015.1023317] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
Twenty-seven adolescents diagnosed as having attention-deficit hyperactivity disorder (ADHD) were tested twice with a computerized MATH-CPT (mathematics continuous performance test). In one administration, the participants took medication (methylphenidate, MPH) 1.5 hr before being tested. In another administration, the MATH-CPT was administered without the medication. Treatment with MPH improved the "overall attention level" and in measures of "reaction time" and "impulsivity." MPH did not improve the performance in the four measures of sustained attention. Knowing that treatment with MPH does not improve sustained attention can be helpful in reaching a decision of whether or not a child should be treated with MPH.
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Affiliation(s)
- Dubi Lufi
- a Department of Behavioral Sciences , Yezreel Valley College , Yezreel , Israel
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27
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Abstract
OBJECTIVE The present study addressed the question whether neurophysiological signals exhibit characteristic modulations preceding a miss in a covert vigilant attention task which mimics a natural environment in which critical stimuli may appear in the periphery of the visual field. APPROACH Subjective, behavioural and encephalographic (EEG) data of 12 participants performing a modified Mackworth Clock task were obtained and analysed offline. The stimulus consisted of a pointer performing regular ticks in a clockwise sequence across 42 dots arranged in a circle. Participants were requested to covertly attend to the pointer and press a response button as quickly as possible in the event of a jump, a rare and random event. MAIN RESULTS Significant increases in response latencies and decreases in the detection rates were found as a function of time-on-task, a characteristic effect of sustained attention tasks known as the vigilance decrement. Subjective sleepiness showed a significant increase over the duration of the experiment. Increased activity in the α-frequency range (8-14 Hz) was observed emerging and gradually accumulating 10 s before a missed target. Additionally, a significant gradual attenuation of the P3 event-related component was found to antecede misses by 5 s. SIGNIFICANCE The results corroborate recent findings that behavioural errors are presaged by specific neurophysiological activity and demonstrate that lapses of attention can be predicted in a covert setting up to 10 s in advance reinforcing the prospective use of brain-computer interface (BCI) technology for the detection of waning vigilance in real-world scenarios. Combining these findings with real-time single-trial analysis from BCI may pave the way for cognitive states monitoring systems able to determine the current, and predict the near-future development of the brain's attentional processes.
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Affiliation(s)
- Adrien Martel
- Neurotechnology Group, Berlin Institute of Technology, Berlin, Germany
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28
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Small AJ, Wiggins MW, Loveday T. Cue-Based Processing Capacity, Cognitive Load and the Completion of Simulated Short-Duration Vigilance Tasks in Power Transmission Control. APPLIED COGNITIVE PSYCHOLOGY 2014. [DOI: 10.1002/acp.3016] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Affiliation(s)
- Aaron J. Small
- Department of Psychology; Macquarie University; Sydney Australia
| | - Mark W. Wiggins
- Department of Psychology; Macquarie University; Sydney Australia
| | - Thomas Loveday
- Department of Psychology; Macquarie University; Sydney Australia
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29
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Lloyd DR, Medina DJ, Hawk LW, Fosco WD, Richards JB. Habituation of reinforcer effectiveness. Front Integr Neurosci 2014; 7:107. [PMID: 24409128 PMCID: PMC3885986 DOI: 10.3389/fnint.2013.00107] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2013] [Accepted: 12/19/2013] [Indexed: 01/07/2023] Open
Abstract
In this paper we propose an integrative model of habituation of reinforcer effectiveness (HRE) that links behavioral- and neural-based explanations of reinforcement. We argue that HRE is a fundamental property of reinforcing stimuli. Most reinforcement models implicitly suggest that the effectiveness of a reinforcer is stable across repeated presentations. In contrast, an HRE approach predicts decreased effectiveness due to repeated presentation. We argue that repeated presentation of reinforcing stimuli decreases their effectiveness and that these decreases are described by the behavioral characteristics of habituation (McSweeney and Murphy, 2009; Rankin etal., 2009). We describe a neural model that postulates a positive association between dopamine neurotransmission and HRE. We present evidence that stimulant drugs, which artificially increase dopamine neurotransmission, disrupt (slow) normally occurring HRE and also provide evidence that stimulant drugs have differential effects on operant responding maintained by reinforcers with rapid vs. slow HRE rates. We hypothesize that abnormal HRE due to genetic and/or environmental factors may underlie some behavioral disorders. For example, recent research indicates that slow-HRE is predictive of obesity. In contrast ADHD may reflect “accelerated-HRE.” Consideration of HRE is important for the development of effective reinforcement-based treatments. Finally, we point out that most of the reinforcing stimuli that regulate daily behavior are non-consumable environmental/social reinforcers which have rapid-HRE. The almost exclusive use of consumable reinforcers with slow-HRE in pre-clinical studies with animals may have caused the importance of HRE to be overlooked. Further study of reinforcing stimuli with rapid-HRE is needed in order to understand how habituation and reinforcement interact and regulate behavior.
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Affiliation(s)
- David R Lloyd
- Research Institute on Addictions, State University of New York at Buffalo Buffalo, NY, USA ; School of Medicine and Biomedical Sciences, State University of New York at Buffalo Buffalo, NY, USA
| | - Douglas J Medina
- Research Institute on Addictions, State University of New York at Buffalo Buffalo, NY, USA
| | - Larry W Hawk
- Department of Psychology, State University of New York at Buffalo Buffalo, NY, USA
| | - Whitney D Fosco
- Department of Psychology, State University of New York at Buffalo Buffalo, NY, USA
| | - Jerry B Richards
- Research Institute on Addictions, State University of New York at Buffalo Buffalo, NY, USA
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30
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Practice does not make perfect in a modified sustained attention to response task. Exp Brain Res 2013; 232:565-73. [DOI: 10.1007/s00221-013-3765-0] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2013] [Accepted: 11/01/2013] [Indexed: 11/25/2022]
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31
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Head J, Wilson K, Helton WS, Kemp S. The role of calmness in a high-Go target detection task. ACTA ACUST UNITED AC 2013. [DOI: 10.1177/1541931213571182] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Individual differences (e.g., extroversion) have been noted to influence performance on sustained attention tasks (Davies & Parasuraman, 1982). It has been proposed that the sustained attention to response task (SART) is a valid measure of lapses in attention and has been extensively used in attention studies (Manly, Robertson, Galloway, & Hawkins, 1999; Robertson, Manly, Andrade, Baddeley, & Yiend, 1997). In the current investigation we test whether SART is a measure of sustained attention versus a measure of motor control. Additionally, we tested how individual differences using an abridged version of the Big Five personality traits scale related to SART performance. Two-hundred and ninety-six university students completed a SART and the Big Five scale. The behavioral results revealed a negative correlation between errors of commission and response time which is indicative of a speed-accuracy trade-off. The individual difference results revealed that those who report themselves higher on the calmness trait (non-neurotic) make less errors of commission (inappropriate response) and have slower response times. However, mediation regression analysis revealed that the relationship between the calmness individual difference and commission errors may be mediated by response time. Collectively, the SART may be a better measure of response inhibition than sustained attention and SART performance can be influenced by individual differences which influence the speed-accuracy trade-off.
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Affiliation(s)
- James Head
- University of Canterbury Christchurch New Zealand
| | - Kyle Wilson
- University of Canterbury Christchurch New Zealand
| | | | - Simon Kemp
- University of Canterbury Christchurch New Zealand
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32
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Head J, Helton WS. Perceptual decoupling or motor decoupling? Conscious Cogn 2013; 22:913-9. [DOI: 10.1016/j.concog.2013.06.003] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2012] [Revised: 06/06/2013] [Accepted: 06/09/2013] [Indexed: 10/26/2022]
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33
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Carter L, Russell PN, Helton WS. Target predictability, sustained attention, and response inhibition. Brain Cogn 2013; 82:35-42. [DOI: 10.1016/j.bandc.2013.02.002] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2012] [Revised: 10/15/2012] [Accepted: 02/04/2013] [Indexed: 11/29/2022]
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34
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Staub B, Doignon-Camus N, Després O, Bonnefond A. Sustained attention in the elderly: what do we know and what does it tell us about cognitive aging? Ageing Res Rev 2013; 12:459-68. [PMID: 23261761 DOI: 10.1016/j.arr.2012.12.001] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2012] [Accepted: 12/12/2012] [Indexed: 11/24/2022]
Abstract
The ability to achieve and maintain the focus of cognitive activity on a given stimulation source or task, in other words to sustain attention or vigilance, is a fundamental component of human cognition. Given the omnipresent need for sustained attention in people's daily lives, a precise knowledge of the effects of normal aging on sustained attention is crucial. Findings in this topic are currently not consistent since they highlight either alteration or preservation or even the two, depending on the experimental approach used. Actually, the two existing approaches do not involve bottom-up and top-down processes at the same extent, which may in part account for this inconclusiveness. This review presents and attempts to explain these results by putting them into perspective with our current knowledge on cognitive aging and the two competing vigilance decrement theories, and discusses how they could inform us on our problems with sustaining attention over time.
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35
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Sustaining visual attention in the face of distraction: a novel gradual-onset continuous performance task. Atten Percept Psychophys 2013; 75:426-39. [PMID: 23299180 DOI: 10.3758/s13414-012-0413-x] [Citation(s) in RCA: 96] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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36
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Langner R, Eickhoff SB. Sustaining attention to simple tasks: a meta-analytic review of the neural mechanisms of vigilant attention. Psychol Bull 2012; 139:870-900. [PMID: 23163491 DOI: 10.1037/a0030694] [Citation(s) in RCA: 403] [Impact Index Per Article: 33.6] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Maintaining attention for more than a few seconds is essential for mastering everyday life. Yet, our ability to stay focused on a particular task is limited, resulting in well-known performance decrements with increasing time on task. Intriguingly, such decrements are even more likely if the task is cognitively simple and repetitive. The attentional function that enables our prolonged engagement in intellectually unchallenging, uninteresting activities has been termed vigilant attention. Here we synthesized what we have learned from functional neuroimaging about the mechanisms of this essential mental faculty. To this end, a quantitative meta-analysis of pertinent neuroimaging studies was performed, including supplementary analyses of moderating factors. Furthermore, we reviewed the available evidence on neural time-on-task effects, additionally considering information obtained from patients with focal brain damage. Integrating the results of both meta-analysis and review, we identified a set of mainly right-lateralized brain regions that may form the core network subserving vigilant attention in humans, including dorsomedial, mid- and ventrolateral prefrontal cortex, anterior insula, parietal areas (intraparietal sulcus, temporoparietal junction), and subcortical structures (cerebellar vermis, thalamus, putamen, midbrain). We discuss the potential functional roles of different nodes of this network as well as implications of our findings for a theoretical account of vigilant attention. It is conjectured that sustaining attention is a multicomponent, nonunitary mental faculty, involving a mixture of (a) sustained/recurrent processes subserving task-set/arousal maintenance and (b) transient processes subserving the target-driven reorienting of attention. Finally, limitations of previous studies are considered and suggestions for future research are provided.
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Affiliation(s)
- Robert Langner
- Institute of Clinical Neuroscience and Medical Psychology, Heinrich Heine University Düsseldorf, Düsseldorf, Germany.
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37
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Head J, Helton WS. Natural scene stimuli and lapses of sustained attention. Conscious Cogn 2012; 21:1617-25. [PMID: 23000831 DOI: 10.1016/j.concog.2012.08.009] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2012] [Revised: 06/28/2012] [Accepted: 08/26/2012] [Indexed: 11/19/2022]
Abstract
We conducted two experiments using naturalistic scene stimuli to test the resource theory and mindlessness theory of sustained attention. In experiment 1, 28 participants completed a traditional formatted vigilance task consisting of non-repeating forest or urban picture stimuli as target stimuli. Participants filled out pre- and post-task assessments of arousal and conscious thoughts. There was still a vigilance decrement, despite non-repetitive, natural target stimuli. Participants found the task demanding and were actively engaged in the task. In experiment 2, 25 participants completed a Sustained Attention to Response Task (SART) using the stimuli from experiment 1. Participants performed significantly worse on this SART than either brain injury patients or controls performing equivalent numeric stimuli SARTs have in previous studies. Participants thought the task was demanding and they were actively engaged with the task. Overall, the results of both studies support a resource theory of sustained attention lapses, not a mindlessness theory.
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Affiliation(s)
- James Head
- Department of Psychology, University of Canterbury, New Zealand
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Head J, Helton W, Russell P, Neumann E. Text-speak processing impairs tactile location. Acta Psychol (Amst) 2012; 141:48-53. [PMID: 22858873 DOI: 10.1016/j.actpsy.2012.07.006] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2012] [Revised: 07/03/2012] [Accepted: 07/07/2012] [Indexed: 11/18/2022] Open
Abstract
Dual task experiments have highlighted that driving while having a conversation on a cell phone can have negative impacts on driving (Strayer & Drews, 2007). It has also been noted that this negative impact is greater when reading a text-message (Lee, 2007). Commonly used in text-messaging are shortening devices collectively known as text-speak (e.g.,Ys I wll ttyl 2nite, Yes I will talk to you later tonight). To the authors' knowledge, there has been no investigation into the potential negative impacts of reading text-speak on concurrent performance on other tasks. Forty participants read a correctly spelled story and a story presented in text-speak while concurrently monitoring for a vibration around their waist. Slower reaction times and fewer correct vibration detections occurred while reading text-speak than while reading a correctly spelled story. The results suggest that reading text-speak imposes greater cognitive load than reading correctly spelled text. These findings suggest that the negative impact of text messaging on driving may be compounded by the messages being in text-speak, instead of orthographically correct text.
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