response time

响应时间
  • 文章类型: Journal Article
    我们提供了另一种心理计量学观点,说明了在vanderLinden模型的背景下,在响应精度残差(RAR)和响应时间残差(RTR)之间观察到的经验统计依赖性。这种观点强调RAR(或RAR的一部分)是外生的,并且对响应时间具有方向性影响。我们简单且理论上合理的观点增加了以前的联合响应时间/准确性模型,并与最近的D扩散IRT模型的概括相吻合,该模型包含了逐项交互,因此,类似地再现了许多最近强调的关于RARs和RTR之间关联的经验发现。使用基于经验和模拟的结果,我们展示了我们的心理测量学视角如何具有应用和解释意义。具体来说,这表明(1)项目参数估计异质性与响应时间相关的研究可能反映更多的心理测量伪影(由于RAR的外生影响),而不是提供有关响应过程的见解(例如,不同响应策略的应用)和(2)使用RTR作为潜在熟练程度指标的努力应关注潜在熟练程度与响应时间上RAR之间的预期相互作用。我们对替代方案的心理测量学观点的有效性可能取决于对理论的吸引力;根据测试设置,采取的最佳观点可能会有所不同。
    We provide an alternative psychometric perspective on the empirical statistical dependencies observed between response accuracy residuals (RARs) and response time residuals (RTRs) in the context of the van der Linden model. This perspective emphasizes the RAR (or parts of the RAR) as being exogenous and having a directional influence on response time. Our simple and theoretically justifiable perspective adds to previous joint response time/accuracy models and comports with recent generalizations of the D-diffusion IRT model incorporating person-by-item interactions, and thus similarly reproduces many of the recently highlighted empirical findings concerning the associations between RARs and RTRs. Using both empirical and simulation-based results, we show how our psychometric perspective has both applied and interpretational implications. Specifically, it would suggest that (1) studies of item parameter estimate heterogeneity in relation to response times may reflect more of a psychometric artifact (due to the exogenous effects of the RARs) as opposed to providing insights about the response process (e.g., the application of different response strategies) and that (2) efforts to use RTRs as indicators of latent proficiency should attend to the anticipated interactions between the latent proficiency and RAR on response times. The validity of our psychometric perspective against alternatives likely relies on appeals to theory; the best perspective to take may vary depending on the test setting.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    脑震荡后运动恐惧症与超过临床恢复的临床和功能反应时间(RT)之间的关系尚待阐明。
    有(n=20)和没有(n=20)脑震荡病史的大学年龄参与者完成了患者报告的结果,RT任务。运动恐惧症,使用t检验比较症状和RT。进行线性回归以确定运动恐惧症是否可以预测RT测量和双重任务成本。
    脑震荡病史组报告的所有患者报告结果得分较高(p<0.01)。我们观察到两组之间的单任务RT差异显着(p=0.013),因此没有脑震荡史(m=0.51s±0.08)的患者更快(m=0.59s±0.12)。两组间无临床或双任务RT差异(p>0.05)。运动恐惧症可显着预测单任务RT(R2=0.22)。
    测量RT时应考虑运动恐惧症。
    UNASSIGNED: The relationship between post-concussion kinesiophobia and clinical and functional reaction time (RT) beyond clinical recovery remains to be elucidated.
    UNASSIGNED: College-aged participants with (n = 20) and without (n = 20) a concussion history completed patient-reported outcomes, and RT tasks. Kinesiophobia, symptoms and RTs were compared using t-tests. Linear regressions were performed to determine if kinesiophobia predicted RT measures and dual-task cost.
    UNASSIGNED: The concussion history group reported higher scores (p < 0.01) for all patient-reported outcomes. We observed significant single-task RT differences between groups (p = 0.013) such that those without a concussion history (m = 0.51s ± 0.08) were faster (m = 0.59s ± 0.12). There were no clinical or dual-task RT differences between groups (p > 0.05). Kinesiophobia significantly predicted single-task RT (R2 = 0.22).
    UNASSIGNED: Kinesiophobia should be considered when measuring RT.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    本研究报告了7种消费级无源电子氡集成监控器的性能,ERIM(AlphaE,AERPlus,金丝雀,CorentiumPro,氡童子军的家,Ramon和Wave)和无源蚀刻跟踪氡探测器。在UKHSA氡室和不锈钢容器中,所有监测器和无源氡探测器在受控条件下并排暴露2个月,分别暴露于4781Bqm-3和166Bqm-3的平均氡浓度。将每个显示器的性能与Atmos12DPX和AlphaGUARDP30参考仪器进行比较。通过估计偏差来评估显示器的性能,每种类型的精度和测量误差。&#xD;发现UKHSA无源ra探测器在较高和较低的曝光下均表现出出色的性能(测量误差<10%)。AlphaE,金丝雀和雷蒙表现优异,测量误差<10%,当他们在UKHSA氡室中暴露于4000Bqm-3和6000Bqm-3之间的氡浓度时。然而,当监测仪暴露于低于200Bqm-3的英国氡作用水平的氡水平时,唯一测量误差<10%的ERIM是氡童子军家。所有其他监测仪均显示其性能显着下降,测量误差在20%至50%之间。 校准系数,这是测量值(减去背景)与参考值之间的比率,也被研究过。发现单个显示器的校准因子发生了显着变化。2019年和2023年的校准测量发现,百分比变化在-46%和+63%之间。这表明了初始和定期校准的重要性,和维护显示器。 .
    This study reports the performance of 7 types of consumer grade passive Electronic Radon Integrating Monitors, ERIM (AlphaE, AER Plus, Canary, Corentium Pro, Radon Scout Home, Ramon and Wave) and passive etched track radon detectors. All monitors and passive radon detectors were exposed side by side for 2 periods of 3 months under controlled conditions in the UKHSA radon chamber and in a stainless steel container to an average radon concentration of 4781 Bq m-3and 166 Bq m-3, respectively. The performance of each individual monitor was compared with Atmos 12DPX and AlphaGUARD P30 reference instruments. The performance of the monitors was evaluated by estimating the biased, precision and measurement errors of each type. It was found that UKHSA passive radon detectors showed excellent performance (measurement error < 10%) at both higher and lower exposures. The AlphaE, Canary and Ramon showed excellent performance, with measurement error <10%, when they were exposed to radon concentrations between 4000 Bq m-3and 6000 Bq m-3in the UKHSA radon chamber. However, when the monitors were exposed to radon levels below the UK radon Action Level of 200 Bq m-3, the only ERIM which had a measurement error <10% was the Radon Scout Home. All other monitors showed a significant decrease in their performance with measurement errors ranging between 20% and 50%. The calibration factor, which is the ratio between the measured value (background is subtracted) and the reference value, was also studied. It was found that the calibration factors of individual monitors changed significantly. Calibration measurements in 2019 and in 2023 found that the percentage change varied between -46% and +63%. This shows the importance of initial and regular calibration, and maintenance of the monitors.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    利用基于计算机的量表进行认知和心理评估,可以收集客观数据,如响应时间。这项横断面研究调查了反应时间数据在认知和心理测量中的意义,特别关注其在通过失眠严重程度指数(ISI)量表评估睡眠质量中的作用。设计了一个移动应用程序来管理规模测试并收集来自2729名参与者的响应时间数据。我们探讨了症状严重程度与反应时间之间的关系。开发了一个机器学习模型来使用响应时间数据预测参与者失眠症状的存在。结果显示,有或没有失眠症状的参与者之间的总反应时间有统计学上的显着差异(p<0.01)。此外,在特定失眠方面的严重程度与单个问题级别的回答时间之间观察到了很强的相关性。机器学习模型在基于响应时间数据预测失眠症状方面表现出0.824的高预测ROC曲线下面积(AUROC)。这些发现强调了响应时间数据在评估认知和心理测量方面的潜在效用。
    Utilizing computer-based scales for cognitive and psychological evaluations allows for the collection of objective data, such as response time. This cross-sectional study investigates the significance of response time data in cognitive and psychological measures, with a specific focus on its role in evaluating sleep quality through the Insomnia Severity Index (ISI) scale. A mobile application was designed to administer scale tests and collect response time data from 2729 participants. We explored the relationship between symptom severity and response time. A machine learning model was developed to predict the presence of insomnia symptoms in participants using response time data. The result revealed a statistically significant difference (p < 0.01) in the total response time between participants with or without insomnia symptom. Furthermore, a strong correlation was observed between the severity of specific insomnia aspects and the response times at the individual questions level. The machine learning model demonstrated a high predictive Area Under the ROC Curve (AUROC) of 0.824 in predicting insomnia symptoms based on response time data. These findings highlight the potential utility of response time data to evaluate cognitive and psychological measures.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    院外心脏骤停(OHCA)是一种时间敏感的医疗紧急情况,需要立即干预。COVID-19影响了急诊医疗服务(EMS)系统在院前护理中的表现,包括心脏骤停的管理.这项研究旨在确定COVID-19大流行对库姆市院外心脏骤停的院前管理及其结局的影响。伊朗。在这项描述性分析研究中,数据是从库姆EMS中心的电子注册系统收集的,伊朗。所有在COVID-19期间和COVID-19之前接受复苏的OHCA患者都被纳入研究。数据包括OHCA患者的特征,EMS干预和响应时间,以及OHCA的结果。P值<0.05被认为具有统计学意义。该研究纳入了COVID-19期的630名OHCA患者和COVID-19前期的524名OHCA患者。在COVID-19期间进行的气管插管和除颤比在COVID-19之前进行的更多(50.2%vs.17%,p<0.001%,和40.1%与22.5%,p分别<0.001)。在COVID-19大流行期间,EMS响应时间更长(9.1±3.9分钟与7.6±1.4min,p<0.001)。在COVID-19期间,院前自发循环恢复率(ROSC)较低(15.6%与8.4%,p<0.001)。根据单变量分析,ROSC由COVID-19预测(p<0.001)。然而,COVID-19是多变量分析后无统计学意义的独立预测因子(p<0.67)。COVID-19大流行期影响了OHCA和ROSC。此外,它影响了OHCA情况下的院前管理。COVID-19对EMS反应的负面影响反映出需要了解和消除管理COVID-19等危机的障碍。
    Out-of-hospital cardiac arrest (OHCA) is a time-sensitive medical emergency that needs immediate interventions. COVID-19 affected the performance of the emergency medical service (EMS) system in pre-hospital care, including the management of cardiac arrest. This study aimed to identify the impact of the COVID-19 pandemic on pre-hospital management of out-of-hospital cardiac arrest and its outcome in Qom City, Iran. In this descriptive-analytical study, the data were collected from the electronic registration system of the EMS center in Qom, Iran. All OHCA patients who received resuscitation during COVID-19 and before COVID-19 were enrolled in the study. Data consisted of the characteristics of OHCA patients, EMS interventions and response times, and the outcome of OHCA. A P-value of <0.05 was deemed statistically significant. 630 OHCA patients in the COVID-19 period and 524 OHCA patients in the pre-COVID-19 period were included in the study. Endotracheal intubation and defibrillation were done more in the COVID-19 period than in the pre-COVID-19 period (50.2 % vs. 17 %, p<0.001 %, and 40.1 % vs. 22.5 %, p < 0.001, respectively). The EMS response time was longer during the COVID-19 pandemic (9.1 ± 3.9 min vs. 7.6 ± 1.4 min, p < 0.001). The rate of pre-hospital return of spontaneous circulation (ROSC) was lower in the COVID-19 period (15.6 % vs. 8.4 %, p < 0.001). According to univariate analysis, ROSC was predicted by COVID-19 (p < 0.001). However, COVID-19 was not the statistically significant independent predictor after multivariate analysis (p < 0.67). The COVID-19 pandemic period influenced OHCA and ROSC. Also, it affected pre-hospital management in the OHCA situation. The negative impact of COVID-19 on the EMS response reflected the need to know and remove barriers to managing crises such as COVID-19.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    背景:通常通过自我报告来评估情绪清晰度,但是也做出了被动测量的努力,它具有优势,例如避免了由于社会期望偏见或对情绪清晰度的洞察力不足而导致的潜在反应不准确。在生态瞬时评估(EMA)中对情绪项目的响应时间(RT)可能是情绪清晰度的间接指标。另一个建议的指标是漂移率参数,它假设,除了一个人对情感项目的反应有多快,情绪清晰度的测量还需要考虑参与者在提供回答时的谨慎程度。
    目的:本文旨在研究来自EMA情绪项目的RTs和漂移率参数作为情绪清晰度个体差异指标的信度和效度。
    方法:次要数据分析是对196名1型糖尿病成年人的数据进行的,他们完成了为期2周的EMA研究,每天完成5至6次调查。如果较低的RTs和较高的漂移率(来自EMA情绪项目)是情绪清晰度的指标,我们假设更高的水平(即,更高的清晰度)应该与更高的生活满意度相关;较低的神经质水平,抑郁症,焦虑,和糖尿病困扰;情绪调节困难更少。因为先前的文献表明情绪清晰度可能是特定的,分别检查了负面影响(NA)和正面影响的EMA项目。
    结果:在少量EMA提示的情况下,所提出的情绪清晰度指标的可靠性是可以接受的(即,总共4到7个提示或1到2天的EMA调查)。与期望一致,多个EMA中NA项目的平均漂移率预期与其他指标有关联,如r=-0.27(P<.001)与抑郁症状的相关性,r=-0.27(P=.001)伴有焦虑症状,r=-0.15(P=0.03),情绪调节困难,r=0.63(P<.001),RT到NA项目。NA漂移率更高的人对NA情绪项目的反应更快,有更大的主观幸福感(例如,抑郁症状更少),并且在整体情绪调节方面的困难较少,这些都与对情感清晰度度量的期望一致。与预期相反,平均RT与NA项目的效价,积极影响项目的漂移率,我们的结果没有强烈支持积极影响项目的RT。
    结论:研究结果为NA漂移率作为情绪清晰度指标的有效性提供了初步支持,但没有为其他基于RT的清晰度指标提供支持。证据是初步的,因为样本量不足以检测小但潜在有意义的相关性,因为糖尿病EMA研究的样本量被选择用于其他更主要的研究问题。需要进一步研究被动情绪清晰度措施。
    BACKGROUND: Emotional clarity has often been assessed with self-report measures, but efforts have also been made to measure it passively, which has advantages such as avoiding potential inaccuracy in responses stemming from social desirability bias or poor insight into emotional clarity. Response times (RTs) to emotion items administered in ecological momentary assessments (EMAs) may be an indirect indicator of emotional clarity. Another proposed indicator is the drift rate parameter, which assumes that, aside from how fast a person responds to emotion items, the measurement of emotional clarity also requires the consideration of how careful participants were in providing responses.
    OBJECTIVE: This paper aims to examine the reliability and validity of RTs and drift rate parameters from EMA emotion items as indicators of individual differences in emotional clarity.
    METHODS: Secondary data analysis was conducted on data from 196 adults with type 1 diabetes who completed a 2-week EMA study involving the completion of 5 to 6 surveys daily. If lower RTs and higher drift rates (from EMA emotion items) were indicators of emotional clarity, we hypothesized that greater levels (ie, higher clarity) should be associated with greater life satisfaction; lower levels of neuroticism, depression, anxiety, and diabetes distress; and fewer difficulties with emotion regulation. Because prior literature suggested emotional clarity could be valence specific, EMA items for negative affect (NA) and positive affect were examined separately.
    RESULTS: Reliability of the proposed indicators of emotional clarity was acceptable with a small number of EMA prompts (ie, 4 to 7 prompts in total or 1 to 2 days of EMA surveys). Consistent with expectations, the average drift rate of NA items across multiple EMAs had expected associations with other measures, such as correlations of r=-0.27 (P<.001) with depression symptoms, r=-0.27 (P=.001) with anxiety symptoms, r=-0.15 (P=.03) with emotion regulation difficulties, and r=0.63 (P<.001) with RTs to NA items. People with a higher NA drift rate responded faster to NA emotion items, had greater subjective well-being (eg, fewer depression symptoms), and had fewer difficulties with overall emotion regulation, which are all aligned with the expectation for an emotional clarity measure. Contrary to expectations, the validities of average RTs to NA items, the drift rate of positive affect items, and RTs to positive affect items were not strongly supported by our results.
    CONCLUSIONS: Study findings provided initial support for the validity of NA drift rate as an indicator of emotional clarity but not for that of other RT-based clarity measures. Evidence was preliminary because the sample size was not sufficient to detect small but potentially meaningful correlations, as the sample size of the diabetes EMA study was chosen for other more primary research questions. Further research on passive emotional clarity measures is needed.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    背景:缩短院前急救医疗服务(EMS)响应时间对于挽救生命,降低突发疾病患者的死亡率和致残率至关重要。
    方法:利用重庆市主城区120调度指挥中心2021年救护车出行数据,分别对院前EMS响应时间和各构成进行描述性分析,然后采用logistic回归分析探讨影响因素。
    结果:重庆市主城区院前EMS响应时间中位数为14.52分钟,平均值是16.14分钟.44.89%的院前EMS响应时间超过15分钟。在高峰时段和高人口密度地区,响应时间更有可能超过此阈值。相反,在夜班期间观察到超过15分钟的较低概率,夏季和秋季,以及应急站密度高的地区。33.28%的制备时间大于3分钟,夜班和人口密度高的地区更有可能超过3分钟,而夏季和秋季,高人均国内生产总值地区的准备时间超过3分钟的可能性较低。45.52%的旅行时间大于11分钟,在高峰时段,夏天和秋天,人均GDP高的地区旅行时间可能超过11分钟,而夜班和急救站密度高的地区旅行时间超过11分钟的可能性较低。
    结论:影响院前EMS反应时间的主要因素是变化,交通场景,季节,人均GDP,应急站密度,和人口密度。相关部门可以设计有效的干预措施,通过资源分配和部门协调来减少响应时间,员工培训和工作安排优化,以及公众参与和教育,从而提高院前急救医疗服务的效率。
    Shortening the prehospital emergency medical service (EMS) response time is crucial for saving lives and lowering mortality and disability rates in patients with sudden illnesses. Descriptive analyses of prehospital EMS response time and each component were conducted separately using ambulance trip data from the 120 Dispatch Command Centre in the main urban area of Chongqing in 2021, and then, logistic regression analyses were used to explore the influencing factors. The median prehospital EMS response time in the main urban area of Chongqing was 14.52 min and the mean was 16.14 min. A 44.89% of prehospital EMS response time exceeded 15 min. Response time was more likely to surpass this threshold during peak hours and in high population density areas. Conversely, lower probabilities exceeding 15 min were observed during the night shift, summer, and autumn seasons, and areas with a high density of emergency station. 33.28% of preparation time was >3 min, with the night shift and high population density areas more likely to be >3 min, while for the summer and autumn seasons, high Gross National Product (GDP) per capita areas had a lower likelihood of having preparation time >3 min. 45.52% of travel time was >11 min, with peak hours, summer and autumn, and high GDP per capita areas more likely to have had a travel time >11 min, while night shift and high emergency station density areas had a lower likelihood of travel time >11 min. The primary factors influencing prehospital EMS response time were shifts, traffic scenarios, seasons, GDP per capita, emergency station density, and population density. Relevant departments can devise effective interventions to reduce response time through resource allocation and department coordination, staff training and work arrangement optimisation, as well as public participation and education, thereby enhancing the efficiency of prehospital emergency medical services.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    这项研究调查了汉诺威兽医大学监考的现场电子定时考试的日志数据和反应行为,基金会,德国。主要重点是了解各种因素如何影响每个考试项目所需的时间,包括项目格式,项目难度,项目区分和字符计数。目的是利用这些结果得出设计定时在线距离检查的建议,近年来越来越重要的考试形式。
    数据来自五个电子考试的216,625个日志条目,对2021年和2022年共有1,241名兽医学学生采取的措施进行了分析。采用各种统计方法来评估记录参数之间的相关性。
    分析表明,不同的项目格式需要不同的时间。例如,基于图像的问题格式和Kprim每个项目需要超过60秒,而一个最佳答案多项选择题(MCQ)和单个关键特征项目在不到60秒的时间内有效完成。此外,字符计数和响应时间之间存在正相关,建议更长的项目需要更多的时间。可以验证参数“难度”和“辨别指数”对响应时间的负相关,这表明更具挑战性的项目和那些不太能够区分高表现和低表现的学生需要更长的时间来回答。
    研究结果强调,在定义考试时间限制时,需要仔细考虑项目格式的比例。关于考试设计,文献提到时间压力是一个关键因素,因为它会对学生的考试成绩和一些学生产生负面影响,比如残疾人,尤其处于不利地位。因此,这项研究强调找到合适的时间限制,为回答问题提供足够的时间,减少时间压力。在无监督的在线考试的背景下,这项研究的结果支持先前的建议,即实施严格的时间限制可能是减少作弊的有用策略。
    UNASSIGNED: This study investigates the log data and response behavior from invigilated in-person electronic timed exams at the University of Veterinary Medicine Hannover, Foundation, Germany. The primary focus is on understanding how various factors influence the time needed per exam item, including item format, item difficulty, item discrimination and character count. The aim was to use these results to derive recommendations for designing timed online distance examinations, an examination format that has become increasingly important in recent years.
    UNASSIGNED: Data from 216,625 log entries of five electronic exams, taken by a total of 1,241 veterinary medicine students in 2021 and 2022, were analyzed. Various statistical methods were employed to assess the correlations between the recorded parameters.
    UNASSIGNED: The analysis revealed that different item formats require varying amounts of time. For instance, image-based question formats and Kprim necessitated more than 60 s per item, whereas one-best-answer multiple-choice questions (MCQs) and individual Key Feature items were effectively completed in less than 60 s. Furthermore, there was a positive correlation between character count and response time, suggesting that longer items require more time. A negative correlation could be verified for the parameters \"difficulty\" and \"discrimination index\" towards response time, indicating that more challenging items and those that are less able to differentiate between high- and low-performing students take longer to answer.
    UNASSIGNED: The findings highlight the need for careful consideration of the ratio of item formats when defining time limits for exams. Regarding exam design, the literature mentions that time pressure is a critical factor, since it can negatively impact students\' exam performance and some students, such as those with disabilities, are particularly disadvantaged. Therefore, this study emphasizes finding the right time limits to provide sufficient time for answering questions and reducing time pressure. In the context of unsupervised online exams, the findings of this study support previous recommendations that implementation of a stringent time limit might be a useful strategy to reduce cheating.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    每个人都经历负面情绪,比如恐惧和愤怒,显著影响外部信息的感知和处理方式。随着脑行为关系研究的逐渐兴起,调查负面情绪处理的个体差异的分析和更客观的措施,如响应时间(RT)仍未探索。这项研究旨在通过确定当参与者执行面部歧视任务时,可以从全脑功能连接来预测负面面部情感歧视速度的个体差异来解决这一差距。采用连接体预测建模(CPM)框架,我们在HumanConnectomeProject-年轻成人(HCP-YA)数据集的年轻健康成人组和波士顿青少年抑郁和焦虑神经成像(BANDA)数据集的健康组中证明了这一点.我们在成人和青少年预测模型中确定了不同的网络贡献。成人模型预测中涉及的代表最高的大脑网络包括来自运动的表示,视觉联想,显著性,和内侧额叶网络。相反,青少年预测模型显示,小脑-额叶网络相互作用有很大贡献。最后,我们观察到,尽管在健康的成年人和青少年中成功地进行了数据集中预测,预测模型在跨数据集泛化中失败。总之,我们的研究表明,在健康成人和青少年样本中,情绪面部辨别速度的个体差异可以通过他们在负面面部情绪处理过程中的功能连接来预测。在推导更普遍的模型时,需要进行未来的研究。
    Every individual experiences negative emotions, such as fear and anger, significantly influencing how external information is perceived and processed. With the gradual rise in brain-behavior relationship studies, analyses investigating individual differences in negative emotion processing and a more objective measure such as the response time (RT) remain unexplored. This study aims to address this gap by establishing that the individual differences in the speed of negative facial emotion discrimination can be predicted from whole-brain functional connectivity when participants were performing a face discrimination task. Employing the connectome predictive modeling (CPM) framework, we demonstrated this in the young healthy adult group from the Human Connectome Project-Young Adults (HCP-YA) dataset and the healthy group of the Boston Adolescent Neuroimaging of Depression and Anxiety (BANDA) dataset. We identified distinct network contributions in the adult and adolescent predictive models. The highest represented brain networks involved in the adult model predictions included representations from the motor, visual association, salience, and medial frontal networks. Conversely, the adolescent predictive models showed substantial contributions from the cerebellum-frontoparietal network interactions. Finally, we observed that despite the successful within-dataset prediction in healthy adults and adolescents, the predictive models failed in the cross-dataset generalization. In conclusion, our study shows that individual differences in the speed of emotional facial discrimination can be predicted in healthy adults and adolescent samples using their functional connectivity during negative facial emotion processing. Future research is needed in the derivation of more generalizable models.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    在患有注意力缺陷/多动障碍(ADHD)的儿童中,反应时间的个体差异(IIV)一直较高。目前的研究调查了6-13岁儿童IIV的非高斯估计是否可以区分有和没有ADHD的儿童。儿童完成了一项计算机化的去/去任务,以估计逐个试验的IIV,并完成了连续表现测试(CPT)以估计注意力不集中和多动/冲动。父母填写了评估注意力不集中和过度活跃/冲动行为的问卷。IIV,佣金错误,在ADHD组中,父母评估的注意力问题明显更大。小组在遗漏错误上没有差异,但IIV可预测遗漏错误和父母对注意力不集中和多动/冲动的评价。IIV预测了组成员资格(ADHDvs对照组),而遗漏错误则没有。然而,当使用父母评级时,IIV没有提高诊断准确性,因此,在确定诊断时,父母的评分较高。目前的结果支持使用IIV,基于非高斯方法,作为持续注意CPT型任务中注意力问题相对于遗漏错误的客观衡量标准。此外,虽然父母对注意力障碍的评级仍然是ADHD诊断状态的最佳预测指标,IIV可能有助于确定在没有这些评级的情况下何时需要进一步评估。
    Higher intraindividual variability (IIV) of response times is consistently noted in children with attention-deficit/hyperactivity disorder (ADHD). The current study investigated whether an ex-Gaussian estimate of IIV in children ages 6-13 years-old could differentiate between children with and without ADHD. Children completed a computerized go/no-go task to estimate trial-by-trial IIV and a continuous performance test (CPT) to estimate inattention and hyperactivity/impulsivity. Parents completed questionnaires assessing inattention and hyperactive/impulsive behaviors. IIV, commission errors, and attention problems as rated by parents were significantly greater in the ADHD group. Groups did not differ on errors of omission, but IIV was predictive of omission errors and parent ratings of inattention and hyperactivity/impulsivity. IIV predicted group membership (ADHD vs Control) whereas errors of omission did not. However, IIV did not improve diagnostic accuracy when parent ratings were used, such that parent ratings were superior at determining diagnosis. Current results support the use of IIV, based on the ex-Gaussian approach, as an objective measure of attention problems over omission errors on sustained attention CPT-type tasks. Additionally, while parent ratings of attention impairment remain the best predictor of ADHD diagnostic status, IIV may be helpful in determining when further assessment is required in the absence of those ratings.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

公众号