scholarly journals What Makes a UI Simple? Difficulty and Complexity in Tasks Engaging Visual-Spatial Working Memory

2021 ◽  
Vol 13 (1) ◽  
pp. 21
Author(s):  
Maxim Bakaev ◽  
Olga Razumnikova
Keyword(s):  
Working Memory ◽  
User Interfaces ◽  
Spatial Working Memory ◽  
Visual Complexity ◽  
Automata Theory ◽  
Von Neumann ◽  
Fitts Law ◽  
Visual Spatial ◽  
Index Of Difficulty ◽  
Visual Spatial Working Memory

Tasks that imply engagement of visual-spatial working memory (VSWM) are common in interaction with two-dimensional graphical user interfaces. In our paper, we consider two groups of factors as predictors of user performance in such tasks: (1) the metrics based on compression algorithms (RLE and Deflate) plus the Hick’s law, which are known to be characteristic of visual complexity, and (2) metrics based on Gestalt groping principle of proximity, operationalized as von Neumann and Moore range 1 neighborhoods from the cellular automata theory. We involved 88 subjects who performed about 5000 VSWM-engaging tasks and 78 participants who assessed the complexity of the tasks’ configurations. We found that the Gestalt-based predictors had a notable advantage over the visual complexity-based ones, as the memorized chunks best corresponded to von Neumann neighborhood groping. The latter was further used in the formulation of index of difficulty and throughput for VSWM-engaging tasks, which we proposed by analogy with the infamous Fitts’ law. In our experimental study, throughput amounted to 3.75 bit/s, and we believe that it can be utilized for comparing and assessing UI designs.

Working Memory and Number Sense as Predictors of Mathematical (Dis-)Ability

2015 ◽  
Vol 223 (2) ◽  
pp. 102-109 ◽  
Author(s):  
Evelyn H. Kroesbergen ◽  
Marloes van Dijk
Keyword(s):  
Working Memory ◽  
Learning Disabilities ◽  
Spatial Working Memory ◽  
Number Sense ◽  
Mathematical Learning ◽  
Visual Spatial ◽  
Mathematical Learning Disabilities ◽  
Visual Spatial Working Memory ◽  
And Mathematics

Recent research has pointed to two possible causes of mathematical (dis-)ability: working memory and number sense, although only few studies have compared the relations between working memory and mathematics and between number sense and mathematics. In this study, both constructs were studied in relation to mathematics in general, and to mathematical learning disabilities (MLD) in particular. The sample consisted of 154 children aged between 6 and 10 years, including 26 children with MLD. Children performing low on either number sense or visual-spatial working memory scored lower on math tests than children without such a weakness. Children with a double weakness scored the lowest. These results confirm the important role of both visual-spatial working memory and number sense in mathematical development.

Shared Predictors of Academic Achievement in Children with ADHD: A Multi-Sample Study

2021 ◽  
pp. 108705472110120
Author(s):  
Kelly D. Carrasco ◽  
Chi-Ching Chuang ◽  
Gail Tripp
Keyword(s):  
Academic Achievement ◽  
Working Memory ◽  
Word Reading ◽  
Spatial Working Memory ◽  
Verbal Working Memory ◽  
The United States ◽  
Children With Adhd ◽  
Visual Spatial ◽  
Visual Spatial Working Memory ◽  
Predictors Of Academic Achievement

Objective: To identify common and shared predictors of academic achievement across samples of children with ADHD. Method: Two clinically referred samples from New Zealand (1 n = 88, 82% boys; 2 n = 121, 79% boys) and two community samples from the United States (3 n = 111, 65% boys; 4 n = 114, 69% boys), completed similar diagnostic, cognitive and academic assessments. Hierarchical multiple regression analyses identified significant predictors of word reading, spelling, and math computation performance in each sample. Results: Entered after IQ, semantic language, age at testing, and verbal working memory emerged as consistent predictors of achievement across academic subjects and samples. Visual-spatial working memory contributed to variance in math performance only. Symptom severity explained limited variance. Conclusions: We recommend evaluations of children with ADHD incorporate assessments of working memory and language skills. Classroom/academic interventions should accommodate reduced working memory and address any identified language weaknesses.

Differences in visual-spatial working memory and driving behavior between morning-type and evening-type drivers

2020 ◽  
Vol 136 ◽  
pp. 105402
Author(s):  
Yan Ge ◽  
Biying Sheng ◽  
Weina Qu ◽  
Yuexing Xiong ◽  
Xianghong Sun ◽  
...  
Keyword(s):  
Working Memory ◽  
Spatial Working Memory ◽  
Driving Behavior ◽  
Visual Spatial ◽  
Visual Spatial Working Memory ◽  
Morning Type

Event-Related Potentials in Young and Elderly Adults during a Visual Spatial Working Memory Task

2004 ◽  
Vol 35 (4) ◽  
pp. 185-192 ◽  
Author(s):  
Verner Knott ◽  
Anne Millar ◽  
Louise Dulude ◽  
Lisa Bradford ◽  
Fahad Alwahhabi ◽  
...  
Keyword(s):  
Working Memory ◽  
Spatial Working Memory ◽  
Memory Task ◽  
Event Related Potentials ◽  
Elderly Adults ◽  
Visual Spatial ◽  
Related Potentials ◽  
Visual Spatial Working Memory

Rats’ visual–spatial working memory: New object choice accuracy as a function of number of objects in the study array

2010 ◽  
Vol 41 (2) ◽  
pp. 125-140 ◽  
Author(s):  
Jerome Cohen ◽  
Xue Han ◽  
Anca Matei ◽  
Varakini Parameswaran ◽  
Robert Zuniga ◽  
...  
Keyword(s):  
Working Memory ◽  
Spatial Working Memory ◽  
Choice Accuracy ◽  
Object Choice ◽  
Visual Spatial ◽  
Visual Spatial Working Memory

scholarly journals Sustained Attention in Developmental Language Disorder and Its Relation to Working Memory and Language

2020 ◽  
Vol 63 (12) ◽  
pp. 4096-4108
Author(s):  
Erin Smolak ◽  
Karla K. McGregor ◽  
Tim Arbisi-Kelm ◽  
Nichole Eden
Keyword(s):  
Working Memory ◽  
Sustained Attention ◽  
Cognitive Abilities ◽  
Spatial Working Memory ◽  
Language Disorder ◽  
Language Ability ◽  
Developmental Language Disorder ◽  
Language Abilities ◽  
Visual Spatial ◽  
Visual Spatial Working Memory

Purpose Based on evidence of deficits in domain-general cognitive abilities associated with developmental language disorder (DLD), the current study examined sustained attention performance in children with DLD compared to children with typical language development (TLD) and the interrelations between visual–spatial sustained attention, visual–spatial working memory, and language abilities across groups. Method Participants included 67 children at 7 years of age: 25 children with DLD (13 girls and 12 boys) and 42 children with TLD (23 girls and 19 boys). We assessed children's visual–spatial sustained attention, visual–spatial working memory, and language ability on a test of narrative language. Result Children with DLD scored significantly below their peers on a measure of visual–spatial sustained attention. Significant intercorrelations were observed between sustained attention, working memory, and language ability within the DLD group, but no correlations were observed between these measures in the TLD group. Conclusion Children with DLD have domain-general deficits in sustained attention, and correlational results have implications for whether and how language abilities are supported by domain-general cognition in both typical and disordered development.

scholarly journals Visual vs. Spatial Contributions to Microsaccades and Visual-Spatial Working Memory

2014 ◽  
Vol 7 (2) ◽  
Author(s):  
Joshua T. Gaunt ◽  
Bruce Bridgeman
Keyword(s):  
Working Memory ◽  
Spatial Working Memory ◽  
Memory Task ◽  
Dynamic Visual Noise ◽  
Visual Component ◽  
Fixation Cross ◽  
Visual Spatial ◽  
Visual Spatial Working Memory ◽  
Choice Tasks ◽  
Oculomotor Activity

Microsaccade rates and directions were monitored while observers performed a visual working memory task at varying retinal eccentricities. We show that microsaccades generate no interference in a working memory task, indicating that spatial working memory is at least partially insulated from oculomotor activity. Intervening tasks during the memory interval affected microsaccade patterns; microsaccade frequency was consistently higher during concurrent spatial tapping (no visual component) than during exposure to dynamic visual noise (no task). Average microsaccade rate peaked after appearance of a fixation cross at the start of a trial, and dipped at cue onset and offset, consistent with previous results. Direction of stimuli in choice tasks did not influence microsaccade direction,however.

scholarly journals Effect of verbal working memory load during the oculomotor activity in visual search

2015 ◽  
Vol 8 (2) ◽  
pp. 21-35 ◽  
Author(s):  
B.B. Velichkovsky ◽  
A.I. Izmalkova
Keyword(s):  
Working Memory ◽  
Visual Search ◽  
Spatial Working Memory ◽  
Memory Load ◽  
Mutual Influence ◽  
Verbal Working Memory ◽  
Working Memory Load ◽  
Visual Spatial ◽  
Visual Spatial Working Memory ◽  
Oculomotor Activity

The structure of working memory has components responsible for the storage of verbal and visualspatial information; despite the fairly detailed study of the functions and mechanisms of their work, the question of their mutual influence is still open. Studies on the verbal working memory load influence on visual search performance (a task requiring the use of visual-spatial working memory resources) it was found that the load on the verbal working memory leads to increased efficiency of target detection. The results of the analysis of oculomotor activity during visual search also point out that the implementation of such tasks under verbal working memory load is accompanied by an increase in cognitive tension and of the degree of search automaticity. The results may indicate the interaction of verbal and visual-spatial working memory components that share non-specific cognitive resources.

scholarly journals Visual-spatial working memory span of Indonesian children with deafness in oral, total, and sign language communication methods

2020 ◽  
Vol 3 (2) ◽  
pp. 97
Author(s):  
Johana Aprilia ◽  
Frieda Maryam Mangunsong
Keyword(s):  
Working Memory ◽  
Sign Language ◽  
Spatial Working Memory ◽  
Memory Span ◽  
Working Memory Capacity ◽  
Memory Capacity ◽  
Visual Spatial ◽  
Language Communication ◽  
Visual Spatial Working Memory ◽  
Communication Methods

Children with hearing impairment or deafness experience cognitive function delays but not limited visual-spatial working memory, which is commonly used to solve mathematical problems. Previous studies have discovered that visual or spatial working memory in such children is different because of the communication methods that rely on vision. This study explores the visual-spatial working memory in children with deafness by measuring the memory of 70 elementary school children with deafness and identifying their communication methods through questionnaires. The questionnaires were completed by the children’s parents. The visual-spatial working memory measurement utilized the Lion Game through Zoom meetings. Consequently, it was found that there was no significant difference in visual-spatial working memory capacity in children with hearing impairment using oral, total communication, and sign language. It can be argued that in children with deafness, their visual-spatial working memory span with oral, total, and sign language communication methods have still not reached the maximum point. The use of hearing aids, popular among such children also did not significantly enhance visual-spatial working memory capacity. This research recommends parents be more attentive not only toward the communication methods of children with deafness but also to their cognitive function development. 

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