Human Information Processing Research Articles

Prescribing cascades in persons with Alzheimer's disease: engaging patients, caregivers, and providers in a qualitative evaluation of print educational materials.

Introduction:Prescribing cascades occur when the side effect of a drug is misinterpreted as a new medical condition, and a second drug is prescribed to address the side effect. Persons with Alzheimer’s disease (AD) are at increased risk of prescribing cascades due to greater multimorbidity, polypharmacy, and complexity of care. The objective of this study was to evaluate educational materials about prescribing cascades in persons with AD, and elicit input on their use in a future trial.Methods:We interviewed community-dwelling adults with either an AD diagnosis or a prescription drug used to treat AD (n = 12), caregivers of patients meeting the same criteria (n = 14), and providers (n = 15). We coded interview transcripts and organized themes according to the communication–human information processing model. We revised the materials based on the interviews, and surveyed participating caregivers and providers for their reactions to the revised materials.Results:Analysis of patients’, caregivers’, and providers’ comments suggest: (a) Providers had conflicting views about the messaging of materials; (b) Caregivers were likely to read letters addressed to patients; (c) Providers were likely to ignore letters, but were receptive to patient/caregiver-initiated conversations; (d) Patients and caregivers had difficulty understanding prescribing cascades; (e) Providers worried that mailed materials would undermine trust; (f) Participants had mixed views on how materials might affect the clinical encounter; (g) Participants felt that materials would improve patient/caregiver engagement. When surveyed, most providers found the revised materials informative and actionable, and most caregivers found them understandable and useful.Conclusions:This evaluation of educational materials about prescribing cascades in patients with AD provides strong support for engaging caregivers to communicate with providers about prescribing cascades. By giving patients and caregivers a basic description of the prescribing cascade concept, our educational materials may help them prepare for a conversation with the provider, who can then tailor the discussion of the possible cascade to the specific needs of the individual patient and caregiver. However, evidence on whether materials can stimulate such conversations awaits testing in a future trial.Lay summary Patient, caregiver and provider thoughts on educational materials about prescribing and medication safety Prescribing cascades occur when the side effect of a medication is misinterpreted as a new medical condition, and a second medication is prescribed to treat the side effect. Persons with Alzheimer’s disease (AD) are at increased risk of prescribing cascades because they often have more medical conditions, more medications, and more complex care. The goal of this study was to evaluate mailed educational materials about prescribing cascades in persons with AD, and get input on their use in a future study. We interviewed 12 adults with AD, or prescribed a medication to treat AD, 14 caregivers of persons with AD, and 15 providers. We reviewed the interview transcripts to identify important findings about our educational materials. We edited the materials based on the interviews, and sent participating caregivers and providers a questionnaire to get their reactions to the new materials. Important findings from the interviews suggest: (a) Providers had conflicting views about the recommendations given; (b) Caregivers were likely to read letters addressed to patients; (c) Providers were likely to ignore letters, but were receptive to patients/caregivers introducing the topic; (d) Patients and caregivers had difficulty understanding prescribing cascades; (e) Providers worried mailed materials would undermine trust; (f) Participants had mixed views on how materials might affect a doctor’s appointment; (g) Participants felt strongly that materials would improve patient/caregiver engagement. When surveyed, almost all providers found the revised materials informative and actionable; and most caregivers found them understandable and useful. These findings provide strong support for engaging caregivers to communicate with providers about prescribing cascades. The educational materials may help patients and caregivers prepare for a conversation with the provider, who can then tailor the discussion of the possible cascade to the specific needs of the individual patient and caregiver. However, evidence on whether materials can stimulate such conversations awaits testing in a future study.

Sensory Perception: A Comparative Study of Western Psychology and Buddhist Psychology

Sensory Perception (SP) is a fundamental psychological process of species for their survival, as it predominantly involves with memory and learning. In human, therefore, a spectacular system of sensory processing has developed. Every being in the world has special features of their sensory information processing systems. This study focused on exploring the Buddhist Psychological explanation of SP of human beings in comparison to the theories and models of SP in Western Psychology (WP). The study was conducted under qualitative research methods, based on textual studies. Western psychologists have introduced number of theories such as Human Information Processing Theory of Cognitive Psychology through experimental researches to understand the biological and psychological process of SP. Buddhist Psychology (BP) of SP is mainly laid on the explanations in Abhidhamma piṭaka and Sutta piṭaka. The special attention was, here, paid on Sabbacittasādhārana cetasika and Cittavịthi in the Abhidhamma piṭaka and Madupindika sutta in Sutta piṭaka. In conclusion, both WP and BP comprise of complex theories and models of SP. The two approaches are less comparable, as there are different complex explanations except certain similarities.

Method for Providing Human Interface on Media Services of the Human Information Processing based on Data Science

Method for Providing Human Interface on Media Services of the Human Information Processing based on Data Science

Supporting Multitracking Performance With Novel Visual, Auditory, and Tactile Displays

This article investigates performance in multiple concurrent tracking tasks with multisensory displays in a driving context. In many work domains, such as driving, aviation, process control, and medicine, humans perform “tracking” tasks that involve observing continuous variables and providing a control input to achieve and maintain satisfactory levels in those variables. Performance in multiple concurrent tracking tasks (“multitracking”) was studied in driving-like scenarios that challenged participants to track established targets for lateral (lane position) and longitudinal (speed) variables. Novel speed displays were developed to engage nontraditional sensory modalities (e.g., ambient-visual, auditory, or tactile) with relative speed conveyed through simple or multidimensional signal encoding methods. Participants’ speed-tracking and lane-tracking performances were measured concurrently and compared across display configurations within-subjects. Results showed lane tracking performance to be unaffected by display configuration; however, speed tracking and overall performance were significantly improved with novel displays, compared to the baseline configuration. Redundantly encoded auditory displays best-supported multitracking performance, but redundantly encoded tactile displays were not as beneficial as were simple encodings. These results provide insight into the human information processing of semicontinuous multisensory displays and can inform display design in driving and other visually demanding work contexts.

Development of Propositions on Human Cognitive Abilities Matching Impacts on Accounting Job Performance

The purpose of this research paper is to analyze the matching factors between the human expectation of accounting job cognitive ability needed and the actual cognitive ability requirement of those jobs and how this relationship impacts job performance. First, based on the human information processing theory and previous research of cognitive ability analysis related to jobs, this paper proposes a research model to analyze the cognitive abilities’ matching factors between human expectation and actual job requirements of accounting jobs. Secondly, seven propositions are developed based on this research model. Thirdly, an instrument is developed to quantitatively measure these matching factors on job performance. Finally, theoretical and practical implications associated with the accounting job design also presented in this paper.

Designing indoor navigation interfaces on smartphones compatible with human information processing in an emergency evacuation scenario

ABSTRACTIn the discussion of the multiple aspects of underground urban facilities, emergency measures during disasters need to be appropriately planned to evacuate and relocate people instantly. People are prone to losing their way in large indoor spaces. Smartphones are equipped with multiple sensors and a multimedia interface; these features are now standard tools that be utilized as personal evacuation guides. Under the mental stress of emergency evacuation, people tend to make different perceptual judgments and decisions when processing the information on an interface. This study summarizes the current smartphone navigation system interfaces on the market as seven samples for the experiment. We chose the most advantageous information elements from the results to design two types of interfaces, namely continuous route view navigation and survey view navigation. Through experimental observation and think-aloud analysis of on-site simulation testing results, the proposed interface is both legible and readable and provides minimum message loading to guide users.

A Review on the Interface Design of Automotive Head-Up Displays for Communicating Safety-Related Information

Automotive head-up displays (HUDs) have the advantage of allowing drivers to keep their eyes forward while driving by superimposing visual information on top of the drivers’ forward field of view (...

Informationstransfer in der Zustandsüberwachung

Already today, machine operators are involved in the process of condition monitoring. When passing on condition information, quality losses can occur due to human information processing and communication. In order to locate possible causes, a methodology and an information-processing reference process is developed. Possible causes are identified and an improvement of the information transfer process is achieved.

P300 indicates context-dependent change in speech quality beyond phonological change

Objective. Non-invasive physiological methods like electroencephalography (EEG) are increasingly employed to assess human information processing during exposure to multimedia signals. In the quality engineering field, previous research has promoted the utility of the P300 event-related brain potential (ERP) component for indicating variation in quality perception. The present study provides a starting point to test whether the P300 and its two subcomponents, P3a and P3b, are truly reflective of changes in the perceived quality of transmitted speech signals given the presence of other, quality-unrelated changes in acoustic stimulation. Approach. High-quality and degraded variants of spoken words were presented in a two-feature oddball task, which required participants to actively respond to rarely occurring ‘target’ stimuli within a series of frequent ‘standard’ stimuli, thereby eliciting ERP waveforms. Target presentations involved either single quality changes or concurrent double changes in quality and the initial phoneme. Main results. In case additional phonological change was present, only varying quality of standard stimuli caused significant modulations in P3a and P3b characteristics (N = 32). Thus, the formation of different short-term quality references exerted a persisting influence on the auditory processing of transmitted speech. Significance. The obtained results elucidate the importance of contextual and content-related influencing factors for proving the validity of the P300 as a psychophysiological indicator of speech quality change. Associated questions regarding the transfer of ERP-based quality assessment into more practically relevant measurement contexts are discussed.

Visual search proceeds concurrently during the attentional blink and response selection bottleneck

It is well known that human information processing comprises several distinct subprocesses-namely, the perceptual, central, and motor stage. In each stage, attention plays an important role. Specifically, a type of attention-perceptual attention-operates to detect and identify a sensory input. Following this, another class of attention-central attention-is involved in working memory encoding and response selection at the central stage. While perceptual attention and central attention are known to be separate, distinct processes, some researchers reported findings that loading central attention postponed the deployment of perceptual attention needed to perform a spatial configuration search. We tested whether a similar pattern of results would emerge when a different kind of search task is used. To do so, we had participants perform a visual-search task of searching for a feature conjunction target, taxing perceptual attention while they are engaged in central processes, such as working memory encoding and response selection. The results showed that perceptual processing of conjunction search stimuli could be carried out concurrently with central processes. These results suggest that the nature of the concurrent visual search process is a determinant responsible for the dynamic relationship between perceptual attention deployed for visual search and central attention needed for working memory encoding and response selection.

Das Potenzial der Strategischen Vorausschau zur Reduktion kognitiver Verzerrungen

In order to secure a long-term competitive advantage in an increasingly complex world, information gathering, evaluation and exploitation is vital for uncovering future developments and dynamics in the corporate environment. The Strategic Foresight methods systematize the process of information processing, allowing a targeted look into the future. The benefits of such methods depend largely on the individuals who perform them. They may be subject to dysfunctional ways of thinking and behaving that evolves from mental models and the restricted ability of human information processing for coping with complexity and reflecting reality. On the one hand, the methods of Strategic Foresight contribute to the reduction of human dysfunctions, so called cognitive biases, by the approach design. On the other hand, the group composition of the employees involved and their degree of heterogeneity also have the potential to minimize biases. Applying approaches from cognitive science for human thinking in the field of Strategic Foresight outlines the contribution of foresight methods for reducing individual dysfunctions.

Multisensory feature integration in (and out) of the focus of spatial attention.

Anne Treisman transformed the way in which we think about visual feature integration. However, that does not mean that she was necessarily right, nor that she looked much beyond vision when considering how features might be bound together into perceptual objects. While such a narrow focus undoubtedly makes sense, given the complexity of human multisensory information processing, it is nevertheless somewhat surprising to find that Treisman herself never extended her feature integration theory outside of the visual modality. After all, she first cut her 'attentional teeth' thinking about problems of auditory and audiovisual selective attention. In this article, we review the literature concerning feature integration beyond the visual modality, concentrating, in particular, on the integration of features from different sensory modalities. We highlight a number of the challenges, as far as any straightforward attempt to extend feature integration to the non-visual (i.e. auditory and tactile) and cross-modal (or multisensory) cases, is concerned. These challenges include the problem of how basic features should be defined, the question of whether it even makes sense to talk of objects of perception in the auditory and olfactory modalities, the possibility of integration outside of the focus of spatial attention, and the integration of features from different sensory modalities in the control of action. Nevertheless, despite such limitations, Treisman's feature integration theory still stands as the standard approach against which alternatives are assessed, be it in the visual case or, increasingly, beyond.

Age-Related Structural Alterations in Human Amygdala Networks: Reflections on Correlations Between White Matter Structure and Effective Connectivity.

The amygdala, which is involved in human social information processing and socio-emotional response neuronal circuits, is segmented into three subregions that are responsible for perception, affiliation, and aversion. Though there is different functional and effective connectivity (EC) among these networks, age-related structural changes and associations between structure and function within the amygdala remain unclear. Here, we used diffusion tensor imaging (DTI) data (106 participants) to investigate age-related structural changes in fractional anisotropy (FA) of amygdalar subregions. We also examined the relationship between FA and EC within the subregions. We found that the FA of the amygdalar subregions exhibited inverted-U-shape trends with age. Moreover, over the human lifespan, there were negative correlations between the FA of the right ventrolateral amygdala (VLA.R) and the Granger-based EC (GC) of VLA.R → perception network (PerN), the FA of the VLA.R and the GC of the net flow from VLA.R → PerN, and the FA of the left dorsal amygdala (DorA.L) and the GC of the aversion network (AveN). Conversely, there was a positive correlation between the FA of the DorA.L and the GC of the net flow from DorA.L → AveN. Our results suggest that age-related changes in the function of the brain are constrained by the underlying white matter architectures, while the functional information flow changes influence white matter structure. This work increases our understanding of the neuronal mechanisms in the maturation and aging process.

Artificial Optic Flow Guides Visual Attention in a Driving Scene.

The objective of this study was to investigate whether an artificial optic flow created by dot motion guides attention in a driving scene. To achieve safe driving, it is essential to understand the characteristics of human visual information processing as well as to provide appropriate support for drivers. Past research has demonstrated that expanding optic flow guides visual attention to the focus of expansion. Optic flow is an attractive candidate for use as a cue to direct drivers' attention toward the significant information. The question addressed concerns whether an artificial optic flow can successfully guide attention even in a traffic situation involving the optic flow that naturally occurs while driving. We developed a visual search paradigm embedded in a video of a driving scene. Participants first observed an optic flow motion pattern superimposed on the video for brief period; next, when the optic flow and video ceased, they searched a static display for a target among multiple distractors. The target detection was faster when a target's locus coincided with the implied focus of expansion from the preceding optic flow (vs. other loci). The artificial optic flow guides attention and facilitates searching objects at the focus of expansion even when the optic flow was superimposed on a driving scene. Optic flow can be an effective cue for guiding drivers' attention in a traffic situation. This finding contributes to the understanding of visual attention in moving space and helps develop technology for traffic safety.

Spatial Navigation in Rats and Humans: A Neuropsychological Perspective

AbstractBackground and objective:In a landmark publication, O’Keefe & Dostrovsky (1971) presented a model for spatial navigation in the rat, the cognitive map theory. In this theory they proposed that the processing and storage of spatial information for spatial navigation takes place in the hippocampus. The theory was extended to include the contribution of the grid cells in the medial entorhinal cortex (Hafting et al. 2005). The cognitive map theory has been widely applied to spatial navigation in humans as well as rats. In this paper, an alternative theory is proposed in which spatial processing takes place in the right parieto-temporo-occipital area in humans, and that damage to this area causes a fragmentation in the sense of space, affecting the recall of both visual and tactile spatial information.Method:A group of eight subjects with damage to the right parieto-temporo-occipital area and a fragmented sense of space was assessed on tests of spatial navigation and memory and the results were compared with a group of patients with damage to the right hippocampus. Other comparison groups included left and right hemisphere subjects with normal spatial functioning.Results:The results suggest that, in the human, damage to the right parieto-temporo-occipital area causes a fragmentation in the sense of space, as well as an impaired memory for spatial material in both the visual and tactile modalities. These results support a model of spatial navigation in which the integrity of the right parieto-temporo-occipital area, and not the right hippocampus, is a necessary condition for the processing of spatial information in humans. An alternative explanation for the functioning of the right hippocampus is also presented.

Effects of backpack weight on the performance of basic short-term/working memory tasks during flat-surface standing

This study empirically investigated the effects of backpack weight on the performance of three basic short-term/working memory (STM/WM) tasks during flat-surface standing. Four levels of backpack weight were considered: 0, 15, 25 and 40% of the body weight. The three STM/WM tasks were the Corsi block, digit span and 3-back tasks, corresponding to the visuo-spatial sketchpad, phonological loop and central executive of WM, respectively. Thirty participants conducted the STM/WM tasks while standing with loaded backpack. Major study findings were that (1) increased backpack weight adversely affected the scores of all three STM/WM tasks; and, (2) the adverse effect of backpack weight was less pronounced for the phonological loop STM task than the other STM/WM tasks. The study findings may help understand and predict the impacts of body-worn equipment weight on the worker’s mental task performance for various work activities requiring simultaneous performance of mental and physical tasks.Practitioner summary: The current study empirically examined the effects of backpack weight on the performance of three basic STM/WM tasks. The study findings entail that reduces the weight of body-worn equipment can positively impact the worker’s mental task performance in addition to reducing the worker's bodily stresses.Abbreviations: ACC: anterior cingulate cortex; AP: anterior-posterior; BW: body weight; CoP: centre of pressure; C-S: central executive working memory task and standing; DLPFC: dorsolateral prefrontal cortex; HIP: human information processing; ML: medio-lateral; PMC: premotor cortex; P-S: phonological loop short-term memory task and standing; SMA: supplementary motor area; STM: short-term memory; VLPFC: ventrolateral prefrontal cortex; V-S: visuo-spatial short-term memory task and standing; WM: working memory

On the interrelation of 1/f neural noise and norepinephrine system activity during motor response inhibition.

Several lines of evidence suggest that there is a close interrelation between the degree of noise in neural circuits and the activity of the norepinephrine (NE) system, yet the precise nexus between these aspects is far from being understood during human information processing and cognitive control in particular. We examine this nexus during response inhibition in n = 47 healthy participants. Using high-density EEG recordings, we estimate neural noise by calculating "1/f noise" of those data and integrate these EEG parameters with pupil diameter data as an established indirect index of NE system activity. We show that neural noise is reduced when cognitive control processes to inhibit a prepotent/automated response are exerted. These neural noise variations were confined to the theta frequency band, which has also been shown to play a central role during response inhibition and cognitive control. There were strong positive correlations between the 1/f neural noise parameter and the pupil diameter data within the first 250 ms after the Nogo stimulus presentation at centro-parietal electrode sites. No such correlations were evident during automated responding on Go trials. Source localization analyses using standardized low-resolution brain electromagnetic tomography show that inferior parietal areas are activated in this time period in Nogo trials. The data suggest an interrelation of NE system activity and neural noise within early stages of information processing associated with inferior parietal areas when cognitive control processes are required. The data provide the first direct evidence for the nexus between NE system activity and the modulation of neural noise during inhibitory control in humans. NEW & NOTEWORTHY This is the first study showing that there is a nexus between norepinephrine system activity and the modulation of neural noise or scale-free neural activity during inhibitory control in humans. It does so by integrating pupil diameter data with analysis of EEG neural noise.

Age-related differences in reallocating cognitive resources when dealing with interruptions

The ability to perform at a high level, even when the task at hand is interrupted by an unrelated secondary task, is central to human information processing. Executive control processes, in particular the reallocation of attentional resources, are crucial for coping with interruptions. Although the age-related decline in cognitive control functions is well described, the consequences of such changes for the ability to deal with interruptions are as of yet unclear. In the present study, we examined behavioral performance as well as electrophysiological parameters associated with executive control processes in older and younger participants using a nested task design: In one third of all trials, an ongoing working memory task was interrupted by a math task. We found that the impact of interruptions on primary task performance was more severe in the older age group. In the EEG, older adults showed stronger frontal midline theta activation and fronto-parietal connectivity in the theta range in response to the cue indicating the relevant attentional set. Younger participants, on the other hand, showed distinct and specific increases in cognitive control as indexed by frontal midline theta in response to the stimulus signaling an upcoming interruption. Overall, the results reveal strategic differences between the age groups, as older participants seem to prioritize the primary task more strongly. The data furthermore indicate that the combination of a rapid succession of events and the decreased ability to shift executive resources renders older adults’ performance particularly vulnerable to the occurrence of interruptions.

Personally relevant online advertisements: Effects of demographic targeting on visual attention and brand evaluation.

Global investments in online advertising rise quickly but internet users often avoid looking at ads due to established banner blindness. Demographic targeting is expected to overcome this tendency by attracting users’ attention to more self-relevant ad content. However, little is known about the effect of demographically targeted versus non-targeted ads on users’ actual attention allocation during exposure to webpages. The present study aimed to further fill this empirical gap by clarifying whether demographic targeting attracts visual attention and to exploratively examine whether it also affects brand attitude and website evaluation, as suggested by previous studies. Eye tracking data revealed that demographic targeting can have medium- to large-sized effects on several eye movement parameters when internet users are in a free-viewing mode. In contrast, demographic targeting did not influence brand attitude and website evaluation. We conclude that attention for personally relevant advertisement can be strong. However, attention, although being a necessary condition for subsequent judgment formation according to the model of human information processing, is not sufficient to elicit positive effects at the level of subjective judgments.

A Three-Way Clustering Method Based on Ensemble Strategy and Three-Way Decision

Three-way decision is a class of effective ways and heuristics commonly used in human problem solving and information processing. As an application of three-way decision in clustering, three-way clustering uses core region and fringe region to represent a cluster. The identified elements are assigned into the core region and the uncertain elements are assigned into the fringe region in order to reduce decision risk. In this paper, we propose a three-way clustering algorithm based on the ideas of cluster ensemble and three-way decision. In the proposed method, we use hard clustering methods to produce different clustering results and labels matching to align all clustering results to a given order. The intersection of the clusters with the same labels are regarded as the core region. The difference between the union and the intersection of the clusters with the same labels are regarded as the fringe region of the specific cluster. Therefore, a three-way clustering is naturally formed. The results on UCI data sets show that such a strategy is effective in improving the structure of clustering results.