Response time variability

响应时间可变性
  • 文章类型: Journal Article
    上下文提示是一种现象,其中重复遇到的项目数组可以增强对目标项目的视觉搜索。这广泛归因于在视觉搜索过程中获得的上下文记忆所驱动的注意力指导。一些研究表明,与成年人相比,儿童使用语境线索的能力可能不成熟,而其他人则认为不同年龄的情境学习能力相似。为了测试情境引导注意力的发展,这项研究比较了三个年龄组的情境提示效果:成年人(18-33岁,N=32),青少年(15-17岁,N=41),和年幼的儿童(8-9岁,N=43)。此外,这项研究引入了响应时间可变性的测量,该测量跟踪整个实验过程中响应时间的波动,除了常规的响应时间分析。结果表明,在重复搜索环境中,所有年龄组的反应都明显快于非重复搜索环境。值得注意的是,成年人和青少年在重复环境中表现出比在非重复环境中更小的响应时间变异性,而年幼的孩子没有。这意味着儿童在将上下文信息整合到稳定的记忆表示中时效率较低,这可能会导致视觉搜索过程中注意力引导不稳定。
    Contextual cueing is a phenomenon in which repeatedly encountered arrays of items can enhance the visual search for a target item. This is widely attributed to attentional guidance driven by contextual memory acquired during visual search. Some studies suggest that children may have an immature ability to use contextual cues compared to adults, while others argue that contextual learning capacity is similar across ages. To test the development of context-guided attention, this study compared contextual cueing effects among three age groups: adults (aged 18-33 years, N = 32), teenagers (aged 15-17 years, N = 41), and younger children (aged 8-9 years, N = 43). Moreover, this study introduced a measure of response time variability that tracks fluctuations in response time throughout the experiment, in addition to the conventional analysis of response times. The results showed that all age groups demonstrated significantly faster responses in repeated than non-repeated search contexts. Notably, adults and teenagers exhibited smaller response time variability in repeated contexts than in non-repeated ones, while younger children did not. This implies that children are less efficient at consolidating contextual information into a stable memory representation, which may lead to less stable attentional guidance during visual search.
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  • 文章类型: Journal Article
    本报告分析了与正常发育(ND)样本相比,ADHD儿童和青少年样本中事件相关光谱扰动(ERSP)的时频变化。对一组ADHD受试者(N=29)进行了工作记忆(WM)的延迟匹配(DMTS)测试,并与年龄在6-17岁之间的ND组(N=34)进行了比较。通过小波计算时频分解。ADHD受试者表现出更高的反应时间(RT),RT的标准偏差(RT的标准),正确回答的比例降低。结果显示了编码过程中振荡突发的复杂模式,维护,和识别阶段在两组中具有相似的动力学。在编码阶段,ADHD儿童在Theta范围内呈现减少的事件相关同步(ERS),以及在维护阶段后期减少的AlphaERS。S1早期θERS与RT的Std呈正相关。行为数据,早期的Theta,当应用线性判别分析时,晚期AlphaERS正确分类超过70%的ADHD和ND受试者。ADHD受试者的编码减少和维持受损的脑动力学将证明该组受试者的表现较差。
    The present report analyzed the time-frequency changes in Event-Related Spectral perturbations (ERSP) in a sample of ADHD children and adolescents compared to a normodevelopment (ND) sample. A delayed match-to-sample (DMTS) test of working memory (WM) was presented to a group of ADHD subjects (N = 29) and compared with ND group (N = 34) with ages between 6 and 17 years old. Time-frequency decomposition was computed through wavelets. ADHD subjects presented higher Reaction Time (RT), Standard Deviation of RT (Std of RT), and a reduced percentage of correct responses. The results showed a complex pattern of oscillatory bursts during the encoding, maintenance, and recognition phases with similar dynamics in both groups. ADHD children presented a reduced Event-Related Synchronization (ERS) in the Theta range during the encoding phase, and also a reduced Alpha ERS during the late period of the maintenance phase. S1 Early theta ERS was positively correlated with Std of RT. Behavioral data, early Theta, and late Alpha ERS classified correctly above 70 % of ADHD and ND subjects when a linear discriminant analysis was applied. The reduced encoding and maintenance impaired brain dynamics of ADHD subjects would justify the poorer performance of this group of subjects.
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  • 文章类型: Journal Article
    大规模调查研究中的认知能力监测越来越受到重视。常规认知测试,然而,在人口层面上强调需要替代的认知评估手段通常是不切实际的。我们评估了对在线调查项目的响应时间(RTs)是否有助于推断认知能力。我们分析了>来自>6000名超过6.5年的个人的500万个调查项目RT,以及认知测试(数字推理,口头推理,任务切换/抑制控制)。我们从多级位置尺度模型以及扩展版本中得出了平均RT和个体内RT变异性的度量,该扩展版本将个体内RT变异性分为系统的RT调整(RT随项目时间强度的变化)和残余的个体内RT变异性(RT中的残余误差)。来自位置量表模型的RT测量显示与认知测试得分的弱关联。然而,扩展模型的RT测量解释了22-26%的认知分数方差,并且在至少6.5年的滞后期(平均RT)内与认知评估具有前瞻性关联。4.5年(系统RT调整)和1年(残余RT变异性)。我们的发现表明,在线调查中的RT可能有助于在大规模调查研究中获得有关认知能力的信息。
    Monitoring of cognitive abilities in large-scale survey research is receiving increasing attention. Conventional cognitive testing, however, is often impractical on a population level highlighting the need for alternative means of cognitive assessment. We evaluated whether response times (RTs) to online survey items could be useful to infer cognitive abilities. We analyzed >5 million survey item RTs from >6000 individuals administered over 6.5 years in an internet panel together with cognitive tests (numerical reasoning, verbal reasoning, task switching/inhibitory control). We derived measures of mean RT and intraindividual RT variability from a multilevel location-scale model as well as an expanded version that separated intraindividual RT variability into systematic RT adjustments (variation of RTs with item time intensities) and residual intraindividual RT variability (residual error in RTs). RT measures from the location-scale model showed weak associations with cognitive test scores. However, RT measures from the expanded model explained 22−26% of the variance in cognitive scores and had prospective associations with cognitive assessments over lag-periods of at least 6.5 years (mean RTs), 4.5 years (systematic RT adjustments) and 1 year (residual RT variability). Our findings suggest that RTs in online surveys may be useful for gaining information about cognitive abilities in large-scale survey research.
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  • 文章类型: Journal Article
    非授权:目标导向的注意力涉及对行为相关感觉信息的选择性处理。这种选择性处理被认为是由谷氨酸能和去甲肾上腺素能系统支持的。因此,同时靶向这些系统的药物疗法可能是注意力受损的有效治疗方法。
    UNASSIGNED:我们首先测试了N-甲基-D-天冬氨酸(NMDA)受体共激动剂(D-丝氨酸)对注意力的影响(处理速度和注意力失误)。NMDA受体激活被认为支持去甲肾上腺素对感觉加工的影响;因此,我们测试了包含D-丝氨酸和去甲肾上腺素再摄取抑制剂(阿托莫西汀)的联合治疗.
    UNASSIGNED:首先在执行两种选择的视觉空间区分任务的大鼠中测试D-丝氨酸。然后在单独的组中测试包含相对低剂量的D-丝氨酸和托莫西汀的组合治疗。
    UNASSIGNED:在实验1中,D-丝氨酸在测试的最高剂量(300mg/kg)下降低了起始时间(IT)分布(ITdevmode)的偏斜。在实验2中,低剂量D-丝氨酸(125mg/kg)没有影响,而低剂量托莫西汀(0.3mg/kg)可降低ITdevmode并减慢运动速度。重要的是,这些相对低剂量的D-丝氨酸和托莫西汀的组合比单独使用任何一种药物更能降低ITdevmode,而不会进一步减慢运动速度。
    未经评估:ITdevmode被认为反映了注意力的失误;因此,D-丝氨酸对ITdevmode的影响表明NMDA受体参与了注意力的准备部署。D-丝氨酸和托莫西汀联合用药后的更大效果表明,同时靶向谷氨酸能和去甲肾上腺素能系统可以促进预备注意力。这些结果可以为患有注意力异常高的ADHD个体提供改进的治疗方法。
    Goal-directed attention involves the selective processing of behaviorally relevant sensory information. This selective processing is thought to be supported by glutamatergic and noradrenergic systems. Pharmacotherapies that simultaneously target these systems could therefore be effective treatments for impaired attention.
    We first tested an N-methyl-D-aspartate (NMDA) receptor co-agonist (D-serine) for effects on attention (processing speed and attentional lapses). NMDA receptor activation is thought to support noradrenergic effects on sensory processing; therefore, we tested a combination treatment comprising D-serine and a norepinephrine reuptake inhibitor (atomoxetine).
    D-serine was first tested in rats performing a two-choice visuospatial discrimination task. Combination treatments comprising relatively low doses of D-serine and atomoxetine were then tested in a separate group.
    In experiment 1, D-serine reduced the skew of initiation time (IT) distributions (IT devmode) at the highest dose tested (300 mg/kg). In experiment 2, low-dose D-serine (125 mg/kg) had no effect, while low-dose atomoxetine (0.3 mg/kg) reduced IT devmode and slowed movement speed. Importantly, the combination of these relatively low doses of D-serine and atomoxetine reduced IT devmode more than either drug alone without further slowing movement speed.
    IT devmode is thought to reflect attentional lapses; therefore, D-serine\'s effects on IT devmode suggest that NMDA receptors are involved in the preparatory deployment of attention. Greater effects following a combination of D-serine and atomoxetine suggest that preparatory attention can be facilitated by targeting glutamatergic and noradrenergic systems simultaneously. These results could inform the development of improved treatments for individuals with ADHD who experience abnormally high attentional lapses.
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  • 文章类型: Journal Article
    衰老与许多认知功能的下降有关,包括注意力控制,抑制控制,情景记忆,处理速度,和执行功能。理论模型将与年龄相关的认知功能下降归因于目标维持和注意力抑制的缺陷。尽管有这些有据可查的行政控制资源下降,使用嵌入任务的思维探针进行评估时,老年人认可较少的思维游荡事件。此外,先前关于思维游走的神经基础的工作主要集中在年轻人身上,研究主要集中在少数经典网络的活动和连通性上。然而,与衰老中的思维游移相关的全脑功能网络尚未被描述。在这项研究中,使用响应时间变异性-行为反应中的试验到试验的波动-作为思维游荡或代表次优行为表现的“区域外”注意力状态的间接标记,我们表明,基于大脑的响应时间变异性预测模型可以从全脑任务功能连接中导出。相比之下,仅从静息状态功能连通性得出的模型不能预测个体响应时间变异性。最后,我们表明,尽管成功地对响应时间变异性进行了样本内预测,我们的模型没有推广到预测具有静息态连通性的独立老年人队列中的响应时间变异性.总的来说,我们的研究结果为基于任务的功能连接在预测衰老个体响应时间变异性方面的效用提供了证据.需要未来的研究来得出更稳健和可推广的模型。
    Aging is associated with declines in a host of cognitive functions, including attentional control, inhibitory control, episodic memory, processing speed, and executive functioning. Theoretical models attribute the age-related decline in cognitive functioning to deficits in goal maintenance and attentional inhibition. Despite these well-documented declines in executive control resources, older adults endorse fewer episodes of mind-wandering when assessed using task-embedded thought probes. Furthermore, previous work on the neural basis of mind-wandering has mostly focused on young adults with studies predominantly focusing on the activity and connectivity of a select few canonical networks. However, whole-brain functional networks associated with mind-wandering in aging have not yet been characterized. In this study, using response time variability-the trial-to-trial fluctuations in behavioral responses-as an indirect marker of mind-wandering or an \"out-of-the-zone\" attentional state representing suboptimal behavioral performance, we show that brain-based predictive models of response time variability can be derived from whole-brain task functional connectivity. In contrast, models derived from resting-state functional connectivity alone did not predict individual response time variability. Finally, we show that despite successful within-sample prediction of response time variability, our models did not generalize to predict response time variability in independent cohorts of older adults with resting-state connectivity. Overall, our findings provide evidence for the utility of task-based functional connectivity in predicting individual response time variability in aging. Future research is needed to derive more robust and generalizable models.
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  • 文章类型: Journal Article
    目的:视野检查是一种既苛刻又费力的检查方法,通常伴有疲劳迹象,导致错误的响应,从而导致不正确的结果。因此,监控响应质量至关重要。这项研究的目的是评估响应时间(RT)及其变异性(RTV)作为静态自动视野检查期间的质量指标。
    方法:尺寸IIIGoldmann刺激(25.7\')在四个视野位置显示了OCTOPUS900周边,具有13种不同的刺激亮度水平(0.04-160cd/m2)。假阳性和假阴性捕获试验的增加率(每个25%)可以同时监测响应质量和响应时间记录。数据评价分为全局分析和个体分析。对于全局分析,协议指数(AI,在捕获试验的错误响应数量增加的时间段与对基于时间的值的病理响应设置为与仅两个标准之一被认为是病理的时间段相关的时间段之间的协议)和用于个体分析,计算Spearman相关系数。包括视力≥0.8,最大球形/圆柱形屈光不正为±8.00/2.50dpt的眼科正常受试者。
    结果:48名受试者(18名男性,30名女性,年龄22-78岁)进行检查。对捕获试验的错误响应总数为(中位数/最大值):6/82。将RT和RTV与捕获试验不正确反应的发生进行比较。得到的个体Spearman相关系数(中值/最大值)对于RT:ρRT=0.05/0.35和对于RTV:ρRTV=0.27/0.61。RTV的全球分析显示AIRTV的一致指数(中位数/最大值)=0.14/0.47。
    结论:根据这项研究,增加的捕获试验部分适合作为可能的响应质量指标的验证工具。RTV是用于指示响应质量的有希望的参数。
    OBJECTIVE: Perimetry is a both demanding and strenuous examination method that is often accompanied by signs of fatigue, leading to false responses and thus incorrect results. Therefore, it is essential to monitor the response quality. The purpose of this study was to evaluate the response time (RT) and its variability (RTV) as quality indicators during static automated perimetry.
    METHODS: Size III Goldmann stimuli (25.7\') were shown with the OCTOPUS 900 perimeter in four visual field locations with 13 different stimulus luminance levels (0.04-160 cd/m2). An increased rate of false-positive and false-negative catch trials (25% each) served to monitor the response quality simultaneously together with response time recording. Data evaluation was divided into global and individual analysis. For global analysis, the agreement indices (AI, agreement between time periods with an increased number of false responses to catch trials and time periods with pathological response to time-based values set into relation to time periods in which only one of the two criteria was considered pathological) and for individual analysis, the Spearman correlation coefficients were calculated. Ophthalmologically normal subjects with a visual acuity ≥ 0.8, and a maximum spherical/cylindrical ametropia of ± 8.00/2.50 dpt were included.
    RESULTS: Forty-eight subjects (18 males, 30 females, age 22-78 years) were examined. The total number of false responses to catch trials was (median/maximum): 6/82. RT and RTV were compared to the occurrence of incorrect responses to catch trials. The resulting individual Spearman correlation coefficients (median/maximum) were for RT: ρRT = 0.05/0.35 and for RTV: ρRTV = 0.27/0.61. The global analysis of the RTV showed agreement indices (median/maximum) of AIRTV = 0.14/0.47.
    CONCLUSIONS: According to this study, an increased portion of catch trials is suitable as a verification tool for possible response quality indicators. The RTV is a promising parameter for indicating the response quality.
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  • 文章类型: Journal Article
    The present study characterizes changes in sustained attention ability over ages 9-14, and whether longitudinal trajectories of attention development differ between persistent ADHD, remitted ADHD and control groups. The Sustained Attention to Response Task (SART) was administered to 120 children with ADHD and 123 controls on three occasions between ages 9 and 14. Trajectories of sustained attention development, indicated by changes in SART performance (standard deviation of response time [SDRT], omission errors, and ex-Gaussian parameters sigma and tau), were examined using generalized additive mixed models. For all measures there was a significant main effect of age; response time variability and number of omission errors improved linearly as children aged. However, children with ADHD had significantly greater SDRT, tau and omission errors than controls across waves. There were no significant group differences in sigma, indicating that the greater overall response time variability (SDRT) observed in ADHD was likely driven by more intermittent long responses (larger tau). Trajectories of sustained attention performance did not differ between children with persistent ADHD or ADHD in remission. Longitudinal trajectories of sustained attention development are comparable between ADHD and controls, however children with ADHD (regardless of remission status) display a performance deficit equivalent to typical controls 1-3 years younger. Findings highlight the need for continued clinical support for children in remission from ADHD and provide support for tau as an endophenotype of ADHD.
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  • 文章类型: Journal Article
    Individuals with Attention Deficit Hyperactivity Disorder (ADHD) tend to perform cognitive tasks with greater Response Time Variability (RTV). Greater RTV in ADHD may be due to inefficient functional connectivity of the brain during information processing. This study aimed to investigate the relationship between brain connectivity, RTV, and levels of ADHD symptoms. Twenty-eight children aged 9-12 years and 49 adolescents aged 15-18 years performed the Sustained Attention to Response Task (SART) while EEG was recorded. The participants\' levels of ADHD symptoms were measured using self- and parent-rated questionnaires. The ex-Gaussian analysis and The Fast Fourier Transform were used to measure multiple aspects of RTV. Functional connectivity between 64 electrodes was computed during task performance, and global efficiency and modularity were calculated, reflecting integration and segregation of the brain, respectively. There was a positive association between multiple RTV measures and the level of ADHD symptoms, where participants with higher levels of ADHD symptoms showed greater RTV, except for sigma from the ex-Gaussian analysis. More efficient brain network activity, measured by global efficiency, was associated with reduced RTV. Children showed greater RTV and less efficient brain network activity compared with the adolescents. These findings support the view that stable responses are achieved with more integrated (and efficient) brain connectivity.
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  • 文章类型: Journal Article
    It is common to find that individuals with attention-deficit/hyperactivity disorder (ADHD) produce more variable responses when performing cognitive tasks. The neural mechanism associated with heightened response time variability (RTV) is not well understood in ADHD nor in typically developing individuals. One potential mechanism that might be associated with increased RTV is functional connectivity of the brain, and specifically inefficient connections. This study examined the relationships among functional connectivity of the brain, RTV, and levels of ADHD symptoms, using a cross-sectional developmental design. Twenty children aged 9-12 years and 49 adolescents aged 15-18 years completed the Sustained Attention to Response Task with flanker interference while electroencephalography (EEG) was recorded. The Conners 3 questionnaire was used to measure the participants\' levels of ADHD symptoms. Parameters reflecting different aspects of RTV were computed using ex-Gaussian and fast Fourier transform techniques. Functional connectivity between 64 electrodes was computed for the task period, and global efficiency reflecting functional integration and modularity reflecting strength of functional segregation were computed. Greater global efficiency in the theta band was associated with decreased RTV. Increased integration during the task may help to combine information more efficiently and produce stable responses. When congruent flankers were present, children with greater modularity in the beta band showed greater tau, which is thought to reflect attentional lapses. This association was not observed when incongruent flankers were present. Brains with increased strength of segregated activity might be more prone to attentional lapses, especially during simpler tasks.
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  • 文章类型: Journal Article
    Attentional control fluctuates in the presence of internal and external distractors, wandering on and off a given task. The current study investigated individual differences in attentional fluctuations in 250 preschoolers. Attentional fluctuations were assessed via intra-individual variability in response time in a Go/No-Go task. Greater fluctuations in attentional control were linked to lower task accuracy. In addition, greater attentional fluctuations predicted lower performance in a task of cognitive flexibility, the Dimensional Change Card Sort task. Attentional fluctuations were also associated with laboratory measures of academic readiness in preschool, as assessed by the Applied Problems and Letter-Word Identification subscales of the Woodcock-Johnson III Tests of Achievement, which in turn predicted teacher reports of academic performance in first grade. Attentional fluctuations also had indirect associations with emergent math skills in preschool, via cognitive flexibility, as well as indirect associations with first-grade teacher reports of academic performance, via the relations between cognitive flexibility and emergent math skills in preschool. These results suggest that consistency is an important aspect of attentional control during early childhood.
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