<abstract xmlns="http://www.w3.org/1999/xhtml">

Today’s cell phones are now smartphones, providing a wide range of possibilities for their use, much more than just simple phones. The custom application for the Android operating system, based on an open-source platform for mobile devices is intended for the examination of cognitive functions: attention, concentration and fine motor skills in children of different age groups. The Neurogame application for mobile devices and web platform development is used for retrieving and analyzing mobile application data, providing relevant indicators for the executive functions of the respondents.
<bold>Material and methods</bold>: The research included 50 children with the developmental disorders ADHD and dyslexia (study group) and 50 healthy children (control group), randomly selected, evenly represented by gender and age. Using the application, we determine attention, concentration and motor skills (reaction speed) as part of the executive functions of the respondents.
The web platform has the purpose of gathering and processing the data from the mobile application, as well as their automatic visual representation.
<bold>Results</bold>: The ANOVA test showed that there are no gender differences in all the studied groups. A statistical correlation analysis showed that age does not affect the results in healthy school children. In children with dyslexia, age affects positively for total hits and negatively for total misses. In children with ADHD, there is a positive correlation with age for all variables except total hits (t H). Student’s T-test showed that there were significant differences for the variables’ total hits (t H) and total reaction time (t h) in milliseconds between healthy school children and children with dyslexia. Additionally, Student’s t-test indicated that there were significant differences for the variables’ total tries (t T) and total hits (t H) between healthy school children and children with ADHD. Finally, Student’s t-test indicated that there were significant differences for the variable total tries (t T) between children with dyslexia and children with ADHD. Multiple Regression Results showed a significant difference between healthy school children, children with ADHD and children with dyslexia for all variables (total tries (t T), total hits (t H), total misses (t M) and total reaction time in milliseconds (t h)).
<bold>Conclusion</bold>: The Neurogame application provides a opportunity to assess the motor skills and concentration level, as well as the focus of the target population by measuring the total number of tries, the total number of hits, the total number of misses and the reaction time expressed in milliseconds which are defined as monitoring variables. The development of the web platform and the connection to the application enabled easier access and distribution of the analyzed results to the stakeholders (parents, teachers, therapists or health professionals) in order to further treat the ascertained condition.
</abstract>

Today’s cell phones are now smartphones, providing a wide range of possibilities for their use, much more than just simple phones. The custom application for the Android operating system, based on an open-source platform for mobile devices is intended for the examination of cognitive functions: attention, concentration and fine motor skills in children of different age groups. The Neurogame application for mobile devices and web platform development is used for retrieving and analyzing mobile application data, providing relevant indicators for the executive functions of the respondents.
Material and methods: The research included 50 children with the developmental disorders ADHD and dyslexia (study group) and 50 healthy children (control group), randomly selected, evenly represented by gender and age. Using the application, we determine attention, concentration and motor skills (reaction speed) as part of the executive functions of the respondents.
The web platform has the purpose of gathering and processing the data from the mobile application, as well as their automatic visual representation.
Results: The ANOVA test showed that there are no gender differences in all the studied groups. A statistical correlation analysis showed that age does not affect the results in healthy school children. In children with dyslexia, age affects positively for total hits and negatively for total misses. In children with ADHD, there is a positive correlation with age for all variables except total hits (t H). Student’s T-test showed that there were significant differences for the variables’ total hits (t H) and total reaction time (t h) in milliseconds between healthy school children and children with dyslexia. Additionally, Student’s t-test indicated that there were significant differences for the variables’ total tries (t T) and total hits (t H) between healthy school children and children with ADHD. Finally, Student’s t-test indicated that there were significant differences for the variable total tries (t T) between children with dyslexia and children with ADHD. Multiple Regression Results showed a significant difference between healthy school children, children with ADHD and children with dyslexia for all variables (total tries (t T), total hits (t H), total misses (t M) and total reaction time in milliseconds (t h)).
Conclusion: The Neurogame application provides a opportunity to assess the motor skills and concentration level, as well as the focus of the target population by measuring the total number of tries, the total number of hits, the total number of misses and the reaction time expressed in milliseconds which are defined as monitoring variables. The development of the web platform and the connection to the application enabled easier access and distribution of the analyzed results to the stakeholders (parents, teachers, therapists or health professionals) in order to further treat the ascertained condition.

Web Platform for Gathering and Analyzing Data from the Neurogame Mobile Application

PRILOZI

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

Today’s cell phones are now smartphones, providing a wide range of possibilities for their use, much more than just simple phones. The custom application for...

Web Platform for Gathering and Analyzing Data from the Neurogame Mobile Application

Pubblicato online: 15 lug 2023

Pagine: 189 - 201

DOI: https://doi.org/10.2478/prilozi-2023-0040

Parole chiave
mobile device, android, Neurogame, web-platform, healthy children, ADHD, dyslexia

© 2023 Sofija Loleska et al., published by Sciendo

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

Web Platform for Gathering and Analyzing Data from the Neurogame Mobile Application

Pubblicato online: 15 lug 2023

Pagine: 189 - 201

DOI: https://doi.org/10.2478/prilozi-2023-0040

Parole chiavemobile device, android, Neurogame, web-platform, healthy children, ADHD, dyslexia

© 2023 Sofija Loleska et al., published by Sciendo

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

Parole chiave
mobile device, android, Neurogame, web-platform, healthy children, ADHD, dyslexia