Sleep deprivation and sustained attention performance: integrating mathematical and cognitive modeling

A long history of research has revealed many neurophysiological changes and concomitant behavioral impacts of sleep deprivation, sleep restriction, and circadian rhythms. Little research, however, has been conducted in the area of computational cognitive modeling to understand the information processing mechanisms through which neurobehavioral factors operate to produce degradations in human performance. Our approach to understanding this relationship is to link predictions of overall cognitive functioning, or alertness, from existing biomathematical models to information processing parameters in a cognitive architecture, leveraging the strengths from each to develop a more comprehensive explanation. The integration of these methodologies is used to account for changes in human performance on a sustained attention task across 88 h of total sleep deprivation. The integrated model captures changes due to time awake and circadian rhythms, and it also provides an account for underlying changes in the cognitive processes that give rise to those effects. The results show the potential for developing mechanistic accounts of how fatigue impacts cognition, and they illustrate the increased explanatory power that is possible by combining theoretical insights from multiple methodologies.     

胖负面身体自我女性对身体信息注意偏向成分的时间进程：一项眼动追踪研究

虽然目前大量研究基于Vitousek和Hollon (1990)提出的饮食失调认知模型对胖负面身体自我图式者或饮食失调者的注意偏向进行探讨, 但对其注意偏向的成分仍未得出一致结论, 且尚无研究查考其时间进程特点。研究采用更具生态效度的身体图片为实验刺激, 刺激呈现时间2000ms, 采用传统经典的点探测范式与眼动追踪技术结合, 探讨胖负面身体自我女性对身体信息注意偏向成分的时间进程。基于前人的工作(Castellanos et al., 2009; Garner, Mogg, & Bradley, 2006), 研究考察了四个眼动数据：首视点定向偏向分数、首视点潜伏期偏向分数、首视点注视时间偏向以及总注视时间偏向分数, 系统探讨了注意定向、探测时间、最初注意维持/回避以及总体注意维持/回避。眼动数据发现, 胖负面身体自我图式者对不同身体图片存在不同的注意偏向模式, 对胖图片为注意警觉—维持模式, 具体表现为早期加速探测、注意定向, 以及最初的注意维持和总体注意维持; 对瘦图片仅为注意警觉, 具体表现为早期加速探测; 行为数据支持实验组对胖图片的注意维持以及对身体图片的注意脱离困难。该结果部分支持Vitousek和Hollon (1990)的模型, 即负面身体自我图式能够易化对图式一致信息的加工, 而未发现对图式不一致信息的回避或抑制。     

Biased recipients encounter biased sources: Effect of ethical (dis‐)agreement between recipient and author on evaluating scientific claims

Scientific claims that are connected to ethical concerns are frequently brought forward by communicators who are not ethically neutral. This study investigated how far recipients' evaluation of such claims is guided by vigilance toward a potential ethical source bias rather than their own ethical bias. One hundred ten individuals opposed to capital punishment read a topic‐related text by an ethically positioned source. A scientific claim in the text either supported or did not support the recipient's ethical stance; in addition, the source either shared or opposed their stance. Results showed that recipients are guided to some extent by their own ethically motivated reasoning: They agree more consistently with sources sharing their ethical stance and consider these sources to be more credible. Recipients appear to be principally aware that a source's ethical stance may bias its scientific message, but this vigilance seems to depend on their own ethical disagreement with the source.     

A test of the interactive effects of anxiety sensitivity and mindfulness in the prediction of anxious arousal, agoraphobic cognitions, and body vigilance

The present investigation sought to examine the interactive effects of anxiety sensitivity [AS; Reiss, S., & McNally, R. J. (1985). Expectancy model of fear. In S. Reiss, & R. R. Bootzin (Eds.), Theoretical issues in behavior therapy (pp. 107-121). San Diego: Academic Press] and mindfulness [Brown, K. W., & Ryan, R. M. (2003). The benefit of being present: Mindfulness and its role in psychological well-being. Journal of Personality and Social Psychology, 84, 822-848] in predicting panic-relevant processes. A community sample of 248 individuals participated in the study by completing a battery of self-report instruments. Consistent with prediction, the interaction between AS and mindfulness significantly predicted anxious arousal symptoms and agoraphobic cognitions, above and beyond the individual main effects, and did not significantly predict anhedonic depression symptoms. Contrary to prediction, the AS by mindfulness interaction did not significantly predict body vigilance. Theoretical implications are discussed and future directions are delineated.     

Differences Between ADHD Inattentive and Combined Types on the CPT

Two samples of school-age boys with attention-deficit/hyperactivity disorder (ADHD-Combined and ADHD-Inattentive Types) and a non-ADHD control group were administered an AX version of the continuous performance task (CPT) to examine specific sustained attention deficits. Three levels of time-on-task were included to study performance declines, and 3 interstimulus intervals were included to examine vigilance deficits. As predicted by R. A. Barkley's and H. C. Quay's behavior inhibition deficit models (R. A. Barkley, 1997; H. C. Quay, 1997), the performance of the ADHD-Combined Type (ADHD-C) participants deteriorated more quickly than the other samples. No significant evidence of vigilance deficits among the inattentive (ADHD-IA) sample was found. These findings suggest that distinct criteria for the two ADHD subtypes may be warranted when the CPT is used for diagnostic assessment, and sustained attention-related declines in performance may be typical of the ADHD-C Type only.     

Positive post‐disaster images: A daydream machine?

This study explores the impact of post‐earthquake images inserted in a vigilance task, in terms of performance, self‐reports of task‐focus, and cerebral activity using functional near‐infrared spectroscopy (fNIRS). Vigilance tasks present a sequence of stimuli in which only a few are pre‐designated critical or target stimuli requiring an overt response from the participant. Seventy‐one residents participated (51 women, 20 men) by taking part in a vigilance task with task‐irrelevant images inserted in the sequence. There were three conditions consisting positive (emotive inducing), negative (emotive inducing), and control (devoid of meaning) images embedded in the vigilance task to assess possible impacts on vigilance performance. The images were obtained through crowdsourcing and represented parts of the city 3–4 years post‐earthquake. Task performance was assessed with signal detection theory metrics of sensitivity A’ and bias β’’. This enables the separation of an individual's ability to accurately discriminate critical signals from non‐critical stimuli (sensitivity) and shifts in their willingness to respond to any stimuli whether critical or not (bias). Individuals viewing the positive images, relating to progress, rebuild, or aesthetic aspects within the city, had a more conservative response bias (they responded less to both rare critical and distractor stimuli) than those in the other conditions. These individuals also reported lower task‐focus, as would be expected. However, contrary to expectations, indicators of cerebral activity (fNIRS) did not differ significantly between the experimental groups. These results, when combined, suggest that mind wandering events may be being generated when exposed to positive post‐earthquake images.