scholarly journals Statistical modeling of dynamic eye-tracking experiments: Relative importance of visual stimulus elements for gaze behavior in the multi-group case

2021 ◽  
Author(s):  
Mara Stadler ◽  
Philipp Doebler ◽  
Barbara Mertins ◽  
Renate Delucchi Danhier
Keyword(s):  
Eye Tracking ◽  
Cognitive Abilities ◽  
Saliency Map ◽  
Group Extension ◽  
Control Group ◽  
Relative Importance ◽  
Gaze Behavior ◽  
Feature Maps ◽  
Crucial Difference ◽  
Video Stimulus

AbstractThis paper presents a model that allows group comparisons of gaze behavior while watching dynamic video stimuli. The model is based on the approach of Coutrot and Guyader (2017) and allows linear combinations of feature maps to form a master saliency map. The feature maps in the model are, for example, the dynamically salient contents of a video stimulus or predetermined areas of interest. The model takes into account temporal aspects of the stimuli, which is a crucial difference to other common models. The multi-group extension of the model introduced here allows to obtain relative importance plots, which visualize the effect of a specific feature of a stimulus on the attention and visual behavior for two or more experimental groups. These plots are interpretable summaries of data with high spatial and temporal resolution. This approach differs from many common methods for comparing gaze behavior between natural groups, which usually only include single-dimensional features such as the duration of fixation on a particular part of the stimulus. The method is illustrated by contrasting a sample of a group of persons with particularly high cognitive abilities (high achievement on IQ tests) with a control group on a psycholinguistic task on the conceptualization of motion events. In the example, we find no substantive differences in relative importance, but more exploratory gaze behavior in the highly gifted group. The code, videos, and eye-tracking data we used for this study are available online.

scholarly journals Differentiating Functional Cognitive Disorder from Early Neurodegeneration: A Clinic-Based Study

2021 ◽  
Vol 11 (6) ◽  
pp. 800
Author(s):  
Harriet A. Ball ◽  
Marta Swirski ◽  
Margaret Newson ◽  
Elizabeth J. Coulthard ◽  
Catherine M. Pennington
Keyword(s):  
Cognitive Abilities ◽  
Minnesota Multiphasic Personality Inventory ◽  
Verbal Learning ◽  
Cognitive Disorder ◽  
Control Group ◽  
Performance Validity ◽  
Immediate Recall ◽  
Trail Making ◽  
Learning Test ◽  
Validity Tests

Functional cognitive disorder (FCD) is a relatively common cause of cognitive symptoms, characterised by inconsistency between symptoms and observed or self-reported cognitive functioning. We aimed to improve the clinical characterisation of FCD, in particular its differentiation from early neurodegeneration. Two patient cohorts were recruited from a UK-based tertiary cognitive clinic, diagnosed following clinical assessment, investigation and expert multidisciplinary team review: FCD, (n = 21), and neurodegenerative Mild Cognitive Impairment (nMCI, n = 17). We separately recruited a healthy control group (n = 25). All participants completed an assessment battery including: Hopkins Verbal Learning Test-Revised (HVLT-R), Trail Making Test Part B (TMT-B); Depression Anxiety and Stress Scale (DASS) and Minnesota Multiphasic Personality Inventory (MMPI-2RF). In comparison to healthy controls, the FCD and nMCI groups were equally impaired on trail making, immediate recall, and recognition tasks; had equally elevated mood symptoms; showed similar aberration on a range of personality measures; and had similar difficulties on inbuilt performance validity tests. However, participants with FCD performed significantly better than nMCI on HVLT-R delayed free recall and retention (regression coefficient −10.34, p = 0.01). Mood, personality and certain cognitive abilities were similarly altered across nMCI and FCD groups. However, those with FCD displayed spared delayed recall and retention, in comparison to impaired immediate recall and recognition. This pattern, which is distinct from that seen in prodromal neurodegeneration, is a marker of internal inconsistency. Differentiating FCD from nMCI is challenging, and the identification of positive neuropsychometric features of FCD is an important contribution to this emerging area of cognitive neurology.

scholarly journals Effects of Cancer, Chemotherapy and Cytokines on Subjective and Objective Cognitive Functioning Among Patients with Breast Cancer

Cancers ◽  
2021 ◽  
Vol 13 (11) ◽  
pp. 2576
Author(s):  
Vincent Chin-Hung Chen ◽  
Chin-Kuo Lin ◽  
Han-Pin Hsiao ◽  
Bor-Show Tzang ◽  
Yen-Hsuan Hsu ◽  
...  
Keyword(s):  
Breast Cancer ◽  
Cognitive Function ◽  
Cognitive Abilities ◽  
Verbal Fluency ◽  
Control Group ◽  
Control Groups ◽  
Semantic Verbal Fluency ◽  
Cytokine Levels ◽  
Chemotherapy Patients ◽  
And Control

Background: We aimed to investigate the associations of breast cancer (BC) and cancer-related chemotherapies with cytokine levels, and cognitive function. Methods: We evaluated subjective and objective cognitive function in BC patients before chemotherapy and 3~9 months after the completion of chemotherapy. Healthy volunteers without cancer were also compared as control group. Interleukins (IL) 2, 4, 5, 6, 10, 12p70, 13, 17A, 1β, IFNγ, and TNFα were measured. Associations of cancer status, chemotherapy and cytokine levels with subjective and objective cognitive impairments were analyzed using a regression model, adjusting for covariates, including IQ and psychological distress. Results: After adjustment, poorer performance in semantic verbal fluency was found in the post-chemotherapy subgroup compared to controls (p = 0.011, η2 = 0.070); whereas pre-chemotherapy patients scored higher in subjective cognitive perception. Higher IL-13 was associated with lower semantic verbal fluency in the post-chemotherapy subgroup. Higher IL-10 was associated with better perceived cognitive abilities in the pre-chemotherapy and control groups; while IL-5 and IL-13 were associated with lower perceived cognitive abilities in pre-chemotherapy and control groups. Our findings from mediation analysis further suggest that verbal fluency might be affected by cancer status, although mediated by anxiety. Conclusions: Our findings suggest that verbal fluency might be affected by cancer status, although mediated by anxiety. Different cytokines and their interactions may have different roles of neuroinflammation or neuroprotection that need further research.

The impact of a music education program on meta-musical awareness, logical-mathematical, and notational skills in preschoolers

2021 ◽  
pp. 025576142110272
Author(s):  
Oriana Incognito ◽  
Laura Scaccioni ◽  
Giuliana Pinto
Keyword(s):  
Music Education ◽  
Education Program ◽  
Cognitive Abilities ◽  
Musical Training ◽  
Control Group ◽  
Transfer Of Knowledge ◽  
General Domain ◽  
Music Program ◽  
Before And After ◽  
The Impact

A number of studies suggest a link between musical training and both specific and general cognitive abilities, but despite some positive results, there is disagreement about which abilities are improved. This study aims to investigate the effects of a music education program both on a domain-specific competence (meta-musical awareness), and on general domain competences, that is, cognitive abilities (logical-mathematical) and symbolic-linguistic abilities (notational). Twenty 4- to 6-year-old children participated in the research, divided into two groups (experimental and control) and the measures were administered at two different times, before and after a 6-month music program (for the experimental group) and after a sports training program (for the control group). Children performed meta-musical awareness tasks, logical-mathematical tasks, and emergent-alphabetization tasks. Non-parametric statistics show that a music program significantly improves the development of notational skills and meta-musical awareness while not the development of logical-mathematical skills. These results show that a musical program increases children’s meta-musical awareness, and their ability to acquire the notational ability involved in the invented writing of words and numbers. On the contrary, it does not affect the development of logical skills. The results are discussed in terms of transfer of knowledge processes and of specific versus general domain effects of a musical program.

scholarly journals Saliency-Based Gaze Visualization for Eye Movement Analysis

Sensors ◽  
2021 ◽  
Vol 21 (15) ◽  
pp. 5178
Author(s):  
Sangbong Yoo ◽  
Seongmin Jeong ◽  
Seokyeon Kim ◽  
Yun Jang
Keyword(s):  
Eye Movements ◽  
Visual Attention ◽  
Eye Movement ◽  
Visual Stimuli ◽  
Saliency Map ◽  
Gaze Behavior ◽  
The Gaze ◽  
Movement Data ◽  
Visual Clues ◽  
Human Visual Attention

Gaze movement and visual stimuli have been utilized to analyze human visual attention intuitively. Gaze behavior studies mainly show statistical analyses of eye movements and human visual attention. During these analyses, eye movement data and the saliency map are presented to the analysts as separate views or merged views. However, the analysts become frustrated when they need to memorize all of the separate views or when the eye movements obscure the saliency map in the merged views. Therefore, it is not easy to analyze how visual stimuli affect gaze movements since existing techniques focus excessively on the eye movement data. In this paper, we propose a novel visualization technique for analyzing gaze behavior using saliency features as visual clues to express the visual attention of an observer. The visual clues that represent visual attention are analyzed to reveal which saliency features are prominent for the visual stimulus analysis. We visualize the gaze data with the saliency features to interpret the visual attention. We analyze the gaze behavior with the proposed visualization to evaluate that our approach to embedding saliency features within the visualization supports us to understand the visual attention of an observer.

scholarly journals Hybrid Tele and In-Clinic Occupation Based Intervention to Improve Women’s Daily Participation after Breast Cancer: A Pilot Randomized Controlled Trial

2021 ◽  
Vol 18 (11) ◽  
pp. 5966
Author(s):  
Khawla Loubani ◽  
Rachel Kizony ◽  
Uzi Milman ◽  
Naomi Schreuer
Keyword(s):  
Breast Cancer ◽  
Cognitive Abilities ◽  
Controlled Trial ◽  
Intervention Group ◽  
Performance Measure ◽  
Control Group ◽  
Activity Levels ◽  
Emotional Symptoms ◽  
Short Period ◽  
Secondary Outcomes

Background: Women after breast cancer (BC) cope with decreased daily participation and quality of life (QOL) due to physical, cognitive, and emotional symptoms. This study examined a hybrid occupation-based intervention, Managing Participation with Breast Cancer (MaP-BC), to improve daily participation in their meaningful activities. Methods: Thirty-five women after BC phase were randomly allocated to the MaP-BC intervention (n = 18) or control (n = 17) group (standard care only). Assessments were administered at baseline (T1), 6-week (T2), and 12-week (T3) post-T1. Main outcome: perceived performance and performance-satisfaction with meaningful activities according to the Canadian Occupational Performance Measure. Secondary outcomes: retained activity levels (Activity Card Sort), QOL (Functional Assessment of Cancer Therapy-Breast), cognitive abilities (Montreal Cognitive Assessment and Behavior Rating Inventory of Executive Function), and upper-extremity functioning (Disability of Arm, Shoulder, Hand). Results showed significant interaction (group x time) effects for the primary outcome in performance, F(2,66) = 29.54, p = 0.001, ɳP2 = 0.472, and satisfaction, F(2,66) = 37.15, p = 0.000, ɳP2 = 0.530. The intervention group improved more in performance, t = 5.51, p = 0.0001, d = 1.298, and satisfaction, t = −5.32, p = 0.0001, d = 1.254, than the control group between T1 and T2. Secondary outcomes demonstrated within-group improvements. Conclusion: MaP-BC, a comprehensive occupation-based hybrid intervention tailored to women’s functional daily needs after BC, improved participation in meaningful activities within a short period.

scholarly journals Using the Concept of Game-Based Learning in Education

2020 ◽  
Vol 15 (14) ◽  
pp. 53
Author(s):  
Zi-Yu Liu ◽  
Zaffar Ahmed Shaikh ◽  
Farida Gazizova
Keyword(s):  
Cognitive Abilities ◽  
Teaching Practice ◽  
Negative Impact ◽  
Effective Means ◽  
Educational Material ◽  
Educational Game ◽  
Control Group ◽  
Game Based Learning ◽  
School Students ◽  
The Impact

A modern school deals with a generation of students who were born and grown up in a digital environment and require other teaching methods. Changes in the technological and social conditions of modern society need new professional skills, which are often called “21st century skills”. These skills should be devel-oped starting from the primary school, as they are psychological and behavioural, rather than practical. Game-based learning and gamification are effective means of such skills development. The use of video games in teaching practice is studied multifaceted, along with formats and requirements of educational game, methods for effectiveness assessment, and the effect of games on students. The controver-sial nature of game-based learning effect on students require deeper research, as the increase in motivation and learning efficiency cannot be disputed, as well as the negative impact of a long gaming on cognitive abilities, emotional state and social skills of students. The study tested both an increase in the motivation and attraction of school students for the learning process, and the impact on the prac-tical results of information assimilation. There was conducted a survey on the re-sults of the application of game training to determine the motivation and attraction of students. Likewise, we counted time, spent by the study and control group, for mastering the main educational material and the post-class study of game content and the educational material it presents. A comparative test was conducted on the results of educational material comprehension to determine the effectiveness of the methodology in mastering knowledge. The group, with game-based learning and gamification applied, showed an increase in motivation and attraction to learning, students paid additional efforts for assimilating the material studied, and also showed significantly higher learning outcomes compared to the control group.

scholarly journals What is the source of L1 attrition? The effect of recent L1 re-exposure on Spanish speakers under L1 attrition

2015 ◽  
Vol 19 (3) ◽  
pp. 520-532 ◽  
Author(s):  
GLORIA CHAMORRO ◽  
ANTONELLA SORACE ◽  
PATRICK STURT
Keyword(s):  
Eye Tracking ◽  
Spanish Speakers ◽  
Control Group ◽  
Tracking Data ◽  
Native Spanish Speakers ◽  
Knowledge Representations ◽  
Permanent Change ◽  
L1 Attrition ◽  
Interface Structures

The recent hypothesis that L1 attrition affects the ability to process interface structures but not knowledge representations (Sorace, 2011) is tested by investigating the effects of recent L1 re-exposure on antecedent preferences for Spanish pronominal subjects, using offline judgements and online eye-tracking measures. Participants included a group of native Spanish speakers experiencing L1 attrition (‘attriters’), a second group of attriters exposed exclusively to Spanish before they were tested (‘re-exposed’), and a control group of Spanish monolinguals. The judgement data shows no significant differences between the groups. Moreover, the monolingual and re-exposed groups are not significantly different from each other in the eye-tracking data. The results of this novel manipulation indicate that attrition effects decrease due to L1 re-exposure, and that bilinguals are sensitive to input changes. Taken together, the findings suggest that attrition affects online sensitivity with interface structures rather than causing a permanent change in speakers’ L1 knowledge representations.

An Object-Based Image Reducing Approach

2014 ◽  
Vol 1044-1045 ◽  
pp. 1049-1052 ◽  
Author(s):  
Chin Chen Chang ◽  
I Ta Lee ◽  
Tsung Ta Ke ◽  
Wen Kai Tai
Keyword(s):  
Visual Saliency ◽  
Saliency Map ◽  
Input Image ◽  
Image Size ◽  
Target Image ◽  
Feature Maps ◽  
Object Based ◽  
Wide Range

Common methods for reducing image size include scaling and cropping. However, these two approaches have some quality problems for reduced images. In this paper, we propose an image reducing algorithm by separating the main objects and the background. First, we extract two feature maps, namely, an enhanced visual saliency map and an improved gradient map from an input image. After that, we integrate these two feature maps to an importance map. Finally, we generate the target image using the importance map. The proposed approach can obtain desired results for a wide range of images.

scholarly journals Perception and Action under Different Stimulus Presentations: A Review of Eye-Tracking Studies with an Extended View on Possibilities of Virtual Reality

2021 ◽  
Vol 11 (12) ◽  
pp. 5546
Author(s):  
Florian Heilmann ◽  
Kerstin Witte
Keyword(s):  
Virtual Reality ◽  
Eye Tracking ◽  
Literature Search ◽  
Perception And Action ◽  
Stimulus Presentation ◽  
Gaze Behavior ◽  
Motor Responses ◽  
Scientific Approach ◽  
Extended View

Visual anticipation is essential for performance in sports. This review provides information on the differences between stimulus presentations and motor responses in eye-tracking studies and considers virtual reality (VR), a new possibility to present stimuli. A systematic literature search on PubMed, ScienceDirect, IEEE Xplore, and SURF was conducted. The number of studies examining the influence of stimulus presentation (in situ, video) is deficient but still sufficient to describe differences in gaze behavior. The seven reviewed studies indicate that stimulus presentations can cause differences in gaze behavior. Further research should focus on displaying game situations via VR. The advantages of a scientific approach using VR are experimental control and repeatability. In addition, game situations could be standardized and movement responses could be included in the analysis.

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