attentional control

注意控制
  • 文章类型: Journal Article
    心率变异性生物反馈(HRVB)是一种经过充分研究的干预措施,以其对情绪的积极影响而闻名。认知,和生理健康,包括缓解抑郁症状.然而,它的实际使用受到高成本和缺乏训练有素的专业人员的阻碍。基于智能手机的HRVB,这消除了对外部设备的需求,提供了一个有希望的替代方案,尽管研究有限。此外,经前症状在经期个体中非常普遍,需要低成本,可获得的干预措施,副作用最小。通过这项试点研究,我们的目标是测试,第一次,基于智能手机的HRVB对抑郁和经前症状的影响,以及焦虑/压力症状和注意力控制。
    27名具有高于平均水平的经前或抑郁症状的参与者使用等待列表控制设计进行了为期4周的基于智能手机的光电体积描记术HRVB干预。在干预前后进行了实验室会议,相隔4周。评估包括静息性迷走神经介导的心率变异性(vmHRV),通过修订的注意力网络测试(ANT-R)进行注意力控制,用BDI-II问卷评估抑郁症状,和使用DASS问卷测量的压力/焦虑症状。如果适用,通过PAF问卷记录经前症状。数据分析采用线性混合模型。
    我们观察到经前的改善,抑郁,和焦虑/压力症状,以及ANT-R在干预期间的执行功能评分,而不是在等待列表阶段。然而,我们没有发现vmHRV或ANT-R的定向评分有明显变化。
    这些发现很有希望,无论是基于智能手机的HRVB的有效性还是其缓解经前症状的潜力。然而,提供关于使用HRVB改善经前症状的可靠建议,需要更大样本量的进一步研究来复制这些效应.
    UNASSIGNED: Heart rate variability biofeedback (HRVB) is a well-studied intervention known for its positive effects on emotional, cognitive, and physiological well-being, including relief from depressive symptoms. However, its practical use is hampered by high costs and a lack of trained professionals. Smartphone-based HRVB, which eliminates the need for external devices, offers a promising alternative, albeit with limited research. Additionally, premenstrual symptoms are highly prevalent among menstruating individuals, and there is a need for low-cost, accessible interventions with minimal side effects. With this pilot study, we aim to test, for the first time, the influence of smartphone-based HRVB on depressive and premenstrual symptoms, as well as anxiety/stress symptoms and attentional control.
    UNASSIGNED: Twenty-seven participants with above-average premenstrual or depressive symptoms underwent a 4-week photoplethysmography smartphone-based HRVB intervention using a waitlist-control design. Laboratory sessions were conducted before and after the intervention, spaced exactly 4 weeks apart. Assessments included resting vagally mediated heart rate variability (vmHRV), attentional control via the revised attention network test (ANT-R), depressive symptoms assessed with the BDI-II questionnaire, and stress/anxiety symptoms measured using the DASS questionnaire. Premenstrual symptomatology was recorded through the PAF questionnaire if applicable. Data analysis employed linear mixed models.
    UNASSIGNED: We observed improvements in premenstrual, depressive, and anxiety/stress symptoms, as well as the Executive Functioning Score of the ANT-R during the intervention period but not during the waitlist phase. However, we did not find significant changes in vmHRV or the Orienting Score of the ANT-R.
    UNASSIGNED: These findings are promising, both in terms of the effectiveness of smartphone-based HRVB and its potential to alleviate premenstrual symptoms. Nevertheless, to provide a solid recommendation regarding the use of HRVB for improving premenstrual symptoms, further research with a larger sample size is needed to replicate these effects.
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  • 文章类型: Journal Article
    背景:大多数月经周期活跃的人在月经前几天会出现一系列厌恶症状(例如注意力集中能力降低)-经前综合症(PMS)。PMS的生物学和认知机制知之甚少。研究表明,迷走神经介导的心率变异性(vmHRV),自我调节的生理标志,仅在具有高PMS症状的个体中,在受PMS影响的周期阶段(黄体期)降低。本研究调查了vmHRV,PMS症状学和认知自我调节(注意控制)。
    方法:在这项受试者间研究中,参与者通过心电图完成了vmHRV基线测量,测量注意力控制的反应时间范例(修改后的注意力网络测试,ANT-R)并填写了有关PMS影响以及当前月经期的调查表。
    结果:混合模型分析显示了假设方向上的相互作用效应。仅在PMS较高的个体中,黄体期VmHRV降低。类似地,与卵泡期相比,仅在PMS症状增加的个体中,黄体中ANT-R任务的执行功能表现降低.在定向网络评分中未发现影响。
    结论:结果指向vmHRV,PMS和自我调节。这可能暗示了共同的潜在机制。进一步研究,然而,必须进行检查因果途径以确认这些关联。
    BACKGROUND: Most persons with an active menstrual cycle suffer from a range of aversive symptoms (e.g. reduced ability to concentrate) in the days before their menstruation - the premenstrual syndrome (PMS). Biological and cognitive mechanisms of PMS are poorly understood. It has been shown that vagally mediated heart rate variability (vmHRV), a physiological marker of self-regulation, decreases during the PMS-affected cycle phase (luteal phase) only in individuals with high PMS symptomology. This study investigates the specific associations between vmHRV, PMS symptomology and cognitive self-regulation (attentional control).
    METHODS: In this between-subject study, participants completed an vmHRV baseline measurement through electrocardiography, a reaction time paradigm to measure attentional control (modified attention network test revised, ANT-R) and filled out a questionnaire regarding impact of PMS as well as current menstrual phase.
    RESULTS: Mixed Model analysis showed interactions effects in the hypothesized direction. VmHRV was decreased during the luteal phase only in individuals with higher PMS. Analogously, performance in the Executive Functioning of the ANT-R task was reduced in the luteal compared to the follicular phase only in individuals with increased PMS symptoms. No effects were found in the Orienting Network Score.
    CONCLUSIONS: The results point in the direction of associations between vmHRV, PMS and self-regulation. This could hint at common underlying mechanisms. Further research, however, must be conducted to examine causal pathways to confirm these associations.
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  • 文章类型: Journal Article
    目的:本研究旨在调查注意控制是否作为基于正念的情绪困扰干预的中介,利用随机候补名单(WL)控制设计。
    方法:在网上招募了498名高度情绪困扰的参与者,并随机分配到49天的在线正念情绪困扰干预(MIED)组(N=249)或WL对照组(N=249)。注意力控制水平,在基线(T0)评估焦虑和抑郁,第3周(T3),第5周(T5)和第7周(干预后,T7).
    结果:线性混合模型显示了注意力控制的显着分组交互效应(p<0.001),焦虑(p<0.001)和抑郁(p<0.05)。潜在增长曲线分析表明,在MIED计划期间,注意力控制显着增加,焦虑和抑郁水平降低。从第3周开始,这些变化变得明显。纵向调解分析显示,注意控制的斜率显着介导了MIED计划对焦虑和抑郁水平斜率的影响。Further,第3周的注意力控制水平显著介导了MIED计划对第5周和第7周的焦虑和抑郁水平的影响.同样,第5周的注意力控制水平显著介导MIED计划对第7周焦虑和抑郁水平的影响。
    结论:本试验提供的证据表明,正念干预可以通过加强注意控制来缓解情绪困扰。
    背景:中国临床试验登记号:ChiCTR2200064140。
    OBJECTIVE: This study aimed to investigate whether attentional control serves as a mediator for mindfulness-based interventions for emotional distress, utilizing a randomized waitlist (WL)-controlled design.
    METHODS: A total of 498 participants with high emotional distress was recruited online and randomly assigned to a 49-day online Mindfulness Intervention for Emotional Distress (MIED) group (N = 249) or a WL control group (N = 249). Levels of attentional control, anxiety and depression were assessed at baseline (T0), Week 3 (T3), Week 5 (T5) and Week 7 (postintervention, T7).
    RESULTS: Linear mixed models revealed significant Group-by-Time interaction effects for attentional control (p < 0.001), anxiety (p < 0.001) and depression (p < 0.05). Latent growth curve analyses demonstrated a significant increase in attentional control and a decrease in anxiety and depression levels during the MIED programme. These changes becoming evident starting Week 3. Longitudinal mediation analyses revealed that the slope of attentional control significantly mediated the effects of the MIED programme on the slope of anxiety and depression levels. Further, attentional control level at Week 3 significantly mediates the effect of MIED programme on anxiety and depression levels at Weeks 5 and 7. Similarly, attentional control level at Week 5 significantly mediates the MIED programme\'s effects on anxiety and depression levels at Week 7.
    CONCLUSIONS: The present trial provides evidence suggesting that mindfulness interventions may alleviate emotional distress through the enhancement of attentional control.
    BACKGROUND: Chinese Clinical Trial Registry number: ChiCTR2200064140.
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  • 文章类型: Journal Article
    潜在的创伤事件会引发侵入性记忆,有些人比其他人更容易受到影响。较低的抽象推理能力与更多的侵入性记忆有关。对事件进行编码时更具感知性的处理风格可以调解该链接。另一个潜在的机制是注意力控制较低,导致对创伤相关内容的更大关注偏差。我们使用创伤模拟范式检查了这两种可能性。一百二十名参与者完成了抽象推理任务。然后,90名参与者观看了一段负面视频,30名参与者观看了一段中立的视频。在记录EEG的同时,通过图形Stroop任务测量了对创伤相关刺激的感知处理(P1)和注意偏差(RT)的水平。记录侵入性记忆5天。抽象推理与侵入性记忆无关。然而,较低的抽象推理倾向于与负面视频之后的更多感知处理(更大的P1幅度)相关联。对于年轻的参与者来说,更多的感知处理也倾向于与更多的侵入性记忆有关。更明显的注意偏差与更多的侵入性记忆有关,但只为女性。出乎意料的是,对于女性来说,更好的言语推理与更明显的注意力偏见有关。将结果与现有研究进行比较,并讨论了未来的影响。
    Potentially traumatic events elicit intrusive memories to which some individuals are more vulnerable than others. Lower abstract reasoning capacity has been related to more intrusive memories. A more perceptual processing style when encoding the event may mediate this link. Another potential mechanism is lower attentional control, resulting in greater attentional bias toward trauma-related content. We examined both of these possibilities using a trauma-analogue paradigm. One hundred and twenty participants completed abstract reasoning tasks. Then, 90 participants watched a negative video, and 30 participants watched a neutral video. The level of perceptual processing (P1) and attentional bias (RT) towards trauma-related stimuli were measured with a pictorial Stroop task while recording EEG. Intrusive memories were recorded for 5 days. Abstract reasoning was not associated with intrusive memories. However, lower abstract reasoning tended to be associated with more perceptual processing (greater P1 amplitude) following the negative video. More perceptual processing also tended to be related to more intrusive memories for younger participants. A more pronounced attentional bias was related to more intrusive memories, but only for women. Unexpectedly, also for women, better verbal reasoning was linked to a more pronounced attentional bias. Results are compared to existing studies and future implications are discussed.
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  • 文章类型: Journal Article
    在运动心理学中,心理技能被认为是分析运动员对自己性格的看法不可或缺的能力。这些技能包括自信,积极和消极的应对控制,注意控制,视觉想象控制,动机水平,和态度控制。这项研究的意义在于证明情绪智力的每个维度与人格的构成技能之间建立的关系。因此,本研究旨在调查与心理技能和情绪智力相关的七个因素(注意力,清晰度,和情绪调节)。样本包括163名攻读体育活动和体育科学学位的大学生,[70,9%(N=117)男性和27.9%(N=46)女性],平均年龄为20.33岁。作为评估工具,我们使用了两个经过验证和标准化的量表,IPED和TMMS-24。这项工作的主要发现使我们能够肯定情绪智力的三个维度与积极和消极应对的控制之间存在关系,注意控制,视觉想象控制,动机水平,和态度控制。总之,这项研究强调了认知和情感训练的必要性,除了体育锻炼,提高男女运动员的这些技能。
    Psychological skills are considered in sport psychology as indispensable capabilities to analyze the athlete\'s own vision of his or her own personality. These skills encompass self-confidence, positive and negative coping control, attentional control, visual-imaginative control, motivational level, and attitudinal control. The significance of this research lies in demonstrating the relationship established between each of the dimensions of emotional intelligence and the constituent skills of the personality. As such, this study aims to investigate the relationship between the seven factors related to psychological skills and emotional intelligence (attention, clarity, and emotional regulation). The sample comprises 163 university students pursuing degrees in Physical Activity and Sports Sciences, [70,9% (N = 117) men and 27.9% (N = 46) women] with a mean age of 20.33 years. As assessment instruments, we used two validated and standardized scales, the IPED and the TMMS-24. The main findings of this work allow us to affirm the existence of a relationship between the three dimensions of emotional intelligence and the control of both positive and negative coping, attentional control, visual-imaginative control, motivational level, and attitudinal control. In conclusion, this study underscores the necessity of cognitive and emotional training, in addition to physical training, to enhance these skills among both male and female athletes.
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  • 文章类型: Journal Article
    癫痫通常与各种精神症状有关,带着焦虑,抑郁症,发作间焦虑障碍是最普遍的。很少有研究调查癫痫的创伤后应激障碍(PTSD),但他们表明PTSD的患病率显著。已知PTSD与认知障碍有关,特别是记忆和执行功能。我们提出的探索性研究旨在调查与健康对照组相比,表现出PTSD症状的耐药性癫痫(DRE)患者的执行注意控制和情绪抑制。此外,一些PWE可以通过情绪和认知策略来控制癫痫发作,我们发现这与探索他们调节能力之间的联系有关,认知控制表现,和PTSD症状。我们包括54名PWE和60名健康参与者。他们完成了焦虑和抑郁量表以及两份评估PTSD症状的问卷和一份测量癫痫发作自我控制感的问卷。我们使用执行控制任务测量执行控制(注意网络测试,ANT)和一个情绪化的Go/No-Go任务。我们发现PTSD得分(PDS-5)与ANT任务的表现之间存在正相关。相比之下,在情绪抑制(Go/No-Go)任务中,行为抑制误差与PTSD评分呈正相关,特别是PTSD+患者的过度警觉症状。在厌恶状态下的反应反应时间和PTSD评分之间存在正相关:PTSD症状越严重,PWE在Go/No-Go任务的愤怒面部条件下识别刺激的速度越快。关于感知的癫痫发作控制,我们发现警觉性和PTSD症状与发作间期和围发作期癫痫发作预期相关.有PTSD症状的患者报告癫痫发作控制更好。我们的研究结果表明,患有PTSD的癫痫患者会经历认知变化,例如执行注意力控制增强,情绪抑制减弱,和改善癫痫控制感知。
    Epilepsy is often linked to various psychiatric symptoms, with anxiety, depression, and interictal dysphoric disorders being the most prevalent. Few studies have investigated posttraumatic stress disorder (PTSD) in epilepsy, but they suggest a notable prevalence of PTSD. PTSD is known to be associated with cognitive impairments, particularly memory and executive functions. Our proposed exploratory study aims to investigate executive attentional control and emotional inhibition in patients with drug-resistant epilepsy (DRE) who exhibit PTSD symptoms compared with a healthy control group. Additionally, some PWE can manage their seizures using emotional and cognitive strategies, we find it relevant to explore the connection between their regulation abilities, cognitive control performance, and PTSD symptoms. We included 54 PWE and 60 healthy participants. They completed anxiety and depression scales as well as two questionnaires assessing PTSD symptoms and a questionnaire that measured the perceived self-control of seizures. We measured executive control using an executive control task (Attention Network Test, ANT) and an emotional Go/No-Go task. We found a positive correlation between PTSD scores (PDS-5) and performance at the ANT task. In contrast, in the emotional inhibition (Go/No-Go) task, behavioral inhibition errors were positively correlated with PTSD scores, specifically with hypervigilance symptoms in PTSD+ patients. There was a positive correlation between response reaction times in an aversive condition and PTSD scores: the more severe the PTSD symptoms, the faster the PWE identified stimuli in the angry face condition of the Go/No-Go task. Regarding perceived seizure control, we found correlations between alertness and PTSD symptoms associated with seizure anticipation during the inter- and peri-ictal periods. Patients with PTSD symptoms reported better seizure control. Our findings suggest that epilepsy patients with PTSD experience cognitive changes such as heightened executive attentional control, weakened emotional inhibition, and improved seizure control perception.
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  • 文章类型: Journal Article
    自我概念清晰度(SCC)是指在多大程度上明确和自信地定义自我信念,内部一致,和稳定。虽然有大量研究表明SCC之间存在关联,幸福,和有效的自我调节,关于SCC与注意力和记忆等基本认知过程的关系知之甚少。借鉴认知控制的注意功能理论,我们假设在特质评估任务期间,低SCC与更大的注意力控制相关.我们还预计,与高SCC个体相比,低SCC个体从语义记忆中检索自我相关信息的效率较低。50名参与者参加了ERP研究。测量P300和N400成分作为注意和语义加工的电生理指标。结果表明,SCC低的个体对阳性词和阴性词的P300振幅较大,与高SCC个体相比,对阳性词的P300振幅略大。这些结果表明,在患有低SCC的人中,更多的注意力参与了积极的自我相关信息的处理。N400振幅组间差异无统计学意义。在SCC与自尊和自我激励理论的关系的背景下讨论了结果。
    Self-concept clarity (SCC) refers to the extent to which self-beliefs are clearly and confidently defined, internally consistent, and stable. While there is an abundance of research showing an association between SCC, well-being, and effective self-regulation, there is little knowledge about how SCC relates to basic cognitive processes such as attention and memory. Drawing on the attentional function theory of cognitive control, we hypothesized that low SCC is associated with greater attentional control during a trait assessment task. We also expected that low SCC individuals retrieve self-related information from semantic memory less efficiently compared to high SCC individuals. Fifty participants took part in the ERP study. The P300 and N400 components were measured as electrophysiological indices of attentional and semantic processing. The results showed that individuals with low SCC had larger P300 amplitude in response to positive versus negative words, and marginally larger P300 amplitude in response to positive words compared to high SCC individuals. These results suggest greater attentional involvement in the processing of positive self-related information in people with low SCC. There were no significant differences between groups in N400 amplitude. The results are discussed in the context of the relationship of SCC to self-esteem and self-motive theory.
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  • 文章类型: Journal Article
    自杀行为与认知控制缺陷有关;然而,自杀意念(SI),自杀行为的关键前兆,与神经心理功能的联系不那么一致。此外,迄今为止,还没有一项研究检查了注意力控制能力与自杀意念变异性的关系,定义为SI强度和持续时间在短时间内的波动。先前的研究表明,具有高度可变SI的自杀个体经历了更大的SI和皮质醇的压力反应性增加,可能增加自杀行为的风险。这里,我们研究了95例重度抑郁症患者的注意力控制能力与SI变异性和严重程度相关。在7天的时间内,使用生态瞬时评估(EMA)对SI和抑郁影响的变异性和严重程度进行了量化。参与者完成了持续绩效任务(CPT)和计算机Stroop任务,以评估注意力控制。EMASI变异性与对Stroop任务的更大注意力干扰有关,这不是SI的严重程度,同时评估抑郁情绪,或基线抑郁。CPT表现与SI变异性或强度无关。研究结果强调了EMA方法在表征SI模式体验中的实用性,并表明注意力控制缺陷可能有助于这些特征模式。
    Suicidal behavior is associated with deficits in cognitive control; however, suicidal ideation (SI), a key precursor to suicidal behavior, has been less consistently linked to neuropsychological functioning. Additionally, no study to date has examined attentional control capacities in relation to variability in suicidal ideation, defined as fluctuation in SI intensity and duration across short periods of time. Prior research suggests that suicidal individuals with highly variable SI experience greater stress-responsive increases in SI and cortisol, potentially raising risk for suicidal behavior. Here, we examined attentional control capacities associated with SI variability and severity in ninety-five subjects with major depressive disorder. Variability and severity of SI and depressive affect were quantified using Ecological Momentary Assessment (EMA) over a 7-day period. Participants completed the Continuous Performance Task (CPT) and a computerized Stroop task for assessment of attentional control. EMA SI variability was associated with greater attentional interference on the Stroop task, and this was not accounted for by severity of SI, concurrently assessed depressive affect, or baseline depression. CPT performance was not related to SI variability or intensity. Findings highlight the utility of EMA methods in characterizing patterned experiences of SI and suggest that attentional control deficits may contribute to these characteristic patterns.
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  • 文章类型: Clinical Trial Protocol
    叶黄素和玉米黄质(L+Z)是在神经组织中积累并潜在地赋予认知益处的类胡萝卜素。而横断面研究揭示了黄斑类胡萝卜素(MC)和认知之间的正相关,没有研究调查补充L+Z是否影响儿童的MC和认知。因此,儿童眼部营养综合研究旨在调查9个月以上补充L+Z对学术能力的影响,注意控制,记忆,和MC在青春期前儿童中。8-10岁的儿童(N=288)将参加9个月的双盲,安慰剂对照,随机试验。该研究已在美国国家医学图书馆http://ClinicalTrials.gov注册表(NCT05177679)上注册并批准为临床试验。参与者将被随机分为一个活性(10毫克叶黄素+2毫克玉米黄质)或等待安慰剂对照组。主要结果包括海马依赖性记忆,注意力抑制,和使用空间重建任务的学术成就,Eriksen侧翼任务,考夫曼学术和教育成就测试第三版,分别。次要结果包括注意资源分配的事件相关脑电位和信息处理速度(即,P3/P300振幅和潜伏期)在侧翼任务期间记录。将使用异色闪烁光度法评估黄斑色素光密度(MPOD)。认知评估将在补充期完成之前和之后完成。MPOD将在之前量化,在(4-5个月)的中点,以及(9个月)补充期之后。假设补充LZ可以改善认知和学习成绩。Further,认知和成就的益处预计是由治疗组参与者中MC的增加介导的。
    Lutein and zeaxanthin (L + Z) are carotenoids that accumulate in neural tissue and potentially confer benefits to cognition. Whereas cross-sectional studies have revealed positive associations between macular carotenoids (MC) and cognition, no studies have investigated whether L + Z supplementation impacts MC and cognition in childhood. Accordingly, the Integrated Childhood Ocular Nutrition Study aims to investigate the impact of L + Z supplementation over 9-months on academic abilities, attentional control, memory, and MC among preadolescent children. Children 8-10 years (N = 288) will enroll in a 9-month double-blind, placebo-controlled, randomized trial. The study is registered and approved as a clinical trial on the U.S. National Library of Medicine http://ClinicalTrials.gov registry (NCT05177679). Participants will be randomized into an active (10 mg lutein+2 mg zeaxanthin) or waitlist placebo-controlled group. Primary outcomes include hippocampal-dependent memory, attentional inhibition, and academic achievement using a spatial reconstruction task, an Eriksen flanker task, and the Kaufman Test of Academic and Educational Achievement 3rd edition, respectively. Secondary outcomes include event-related brain potentials of attentional resource allocation and information processing speed (i.e., P3/P300 amplitude and latency) recorded during the flanker task. Macular pigment optical density (MPOD) will be assessed using heterochromatic flicker photometry. Cognitive assessments will be completed prior to and after completion of the supplementation period. MPOD will be quantified prior to, at the mid-point of (4-5 months), and after (9 months) the supplementation period. It is hypothesized that L + Z supplementation will improve cognition and academic achievement. Further, benefits for cognition and achievement are anticipated to be mediated by increases in MC among treatment group participants.
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  • 文章类型: Journal Article
    持续注意力的自然波动会导致日常任务中的注意力失败,甚至是危险的事件。这些波动取决于个人因素,以及任务特征。到目前为止,我们对持续关注的理解部分是由于实验室设置和任务的常见用法,以及行为和大脑活动之间复杂的相互作用。因此,当前研究的重点是测试在一系列生态任务中应用单通道无线EEG监测持续注意力模式的可行性。在日常注意力测试(TEA)和跟踪测试(TMT)的听觉和视觉任务中,连续记录了42名健康志愿者的EEG注意力标记(BEI-大脑参与指数)。随着任务复杂性的增加,我们发现听觉任务中的性能和BEI的下降模式,而在视觉任务上性能的增加和BEI的减少。此外,BEI在复杂任务中的模式被用来通过探索性模型检测异常值和最佳注意范围。当前的研究支持在生态任务中对持续注意进行电生理和神经认知联合研究的可行性,从而对持续注意模式作为任务模态和任务复杂性的函数产生了独特的见解。
    Natural fluctuations in sustained attention can lead to attentional failures in everyday tasks and even dangerous incidences. These fluctuations depend on personal factors, as well as task characteristics. So far, our understanding of sustained attention is partly due to the common usage of laboratory setups and tasks, and the complex interplay between behavior and brain activity. The focus of the current study was thus to test the feasibility of applying a single-channel wireless EEG to monitor patterns of sustained attention during a set of ecological tasks. An EEG marker of attention (BEI-Brain Engagement Index) was continuously recorded from 42 healthy volunteers during auditory and visual tasks from the Test of Everyday Attention (TEA) and Trail Making Test (TMT). We found a descending pattern of both performance and BEI in the auditory tasks as task complexity increases, while the increase in performance and decrease in BEI on the visual task. In addition, patterns of BEI in the complex tasks were used to detect outliers and the optimal range of attention through exploratory models. The current study supports the feasibility of combined electrophysiological and neurocognitive investigation of sustained attention in ecological tasks yielding unique insights on patterns of sustained attention as a function of task modality and task complexity.
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