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Attention allocation on mobile app interfaces when human interacts with them

With the popularity of smartphones and the pervasion of mobile apps, people spend more and more time to interact with a diversity of apps on their smartphones, especially for young population. This raises a question: how people allocate attention to interfaces of apps during using them. To address t...

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Autores principales: Zhu, Li, Cui, Gaochao, Li, Yan, Zhang, Jianhai, Kong, Wanzeng, Cichocki, Andrzej, Li, Junhua
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Netherlands 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9279534/
https://www.ncbi.nlm.nih.gov/pubmed/35847542
http://dx.doi.org/10.1007/s11571-021-09760-4
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author Zhu, Li
Cui, Gaochao
Li, Yan
Zhang, Jianhai
Kong, Wanzeng
Cichocki, Andrzej
Li, Junhua
author_facet Zhu, Li
Cui, Gaochao
Li, Yan
Zhang, Jianhai
Kong, Wanzeng
Cichocki, Andrzej
Li, Junhua
author_sort Zhu, Li
collection PubMed
description With the popularity of smartphones and the pervasion of mobile apps, people spend more and more time to interact with a diversity of apps on their smartphones, especially for young population. This raises a question: how people allocate attention to interfaces of apps during using them. To address this question, we, in this study, designed an experiment with two sessions (i.e., Session1: browsing original interfaces; Session 2: browsing interfaces after removal of colors and background) integrating with an eyetracking system. Attention fixation durations were recorded by an eye-tracker while participants browsed app interfaces. The whole screen of smartphone was divided into four even regions to explore fixation durations. The results revealed that participants gave significantly longer total fixation duration on the bottom left region compared to other regions in the session (1) Longer total fixation duration on the bottom was preserved, but there is no significant difference between left side and right side in the session2. Similar to the finding of total fixation duration, first fixation duration is also predominantly paid on the bottom area of the interface. Moreover, the skill in the use of mobile phone was quantified by assessing familiarity and accuracy of phone operation and was investigated in the association with the fixation durations. We found that first fixation duration of the bottom left region is significantly negatively correlated with the smartphone operation level in the session 1, but there is no significant correlation between them in the session (2) According to the results of ratio exploration, the ratio of the first fixation duration to the total fixation duration is not significantly different between areas of interest for both sessions. The findings of this study provide insights into the attention allocation during browsing app interfaces and are of implications on the design of app interfaces and advertisements as layout can be optimized according to the attention allocation to maximally deliver information.
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spelling pubmed-92795342022-07-15 Attention allocation on mobile app interfaces when human interacts with them Zhu, Li Cui, Gaochao Li, Yan Zhang, Jianhai Kong, Wanzeng Cichocki, Andrzej Li, Junhua Cogn Neurodyn Research Article With the popularity of smartphones and the pervasion of mobile apps, people spend more and more time to interact with a diversity of apps on their smartphones, especially for young population. This raises a question: how people allocate attention to interfaces of apps during using them. To address this question, we, in this study, designed an experiment with two sessions (i.e., Session1: browsing original interfaces; Session 2: browsing interfaces after removal of colors and background) integrating with an eyetracking system. Attention fixation durations were recorded by an eye-tracker while participants browsed app interfaces. The whole screen of smartphone was divided into four even regions to explore fixation durations. The results revealed that participants gave significantly longer total fixation duration on the bottom left region compared to other regions in the session (1) Longer total fixation duration on the bottom was preserved, but there is no significant difference between left side and right side in the session2. Similar to the finding of total fixation duration, first fixation duration is also predominantly paid on the bottom area of the interface. Moreover, the skill in the use of mobile phone was quantified by assessing familiarity and accuracy of phone operation and was investigated in the association with the fixation durations. We found that first fixation duration of the bottom left region is significantly negatively correlated with the smartphone operation level in the session 1, but there is no significant correlation between them in the session (2) According to the results of ratio exploration, the ratio of the first fixation duration to the total fixation duration is not significantly different between areas of interest for both sessions. The findings of this study provide insights into the attention allocation during browsing app interfaces and are of implications on the design of app interfaces and advertisements as layout can be optimized according to the attention allocation to maximally deliver information. Springer Netherlands 2021-12-27 2022-08 /pmc/articles/PMC9279534/ /pubmed/35847542 http://dx.doi.org/10.1007/s11571-021-09760-4 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Research Article
Zhu, Li
Cui, Gaochao
Li, Yan
Zhang, Jianhai
Kong, Wanzeng
Cichocki, Andrzej
Li, Junhua
Attention allocation on mobile app interfaces when human interacts with them
title Attention allocation on mobile app interfaces when human interacts with them
title_full Attention allocation on mobile app interfaces when human interacts with them
title_fullStr Attention allocation on mobile app interfaces when human interacts with them
title_full_unstemmed Attention allocation on mobile app interfaces when human interacts with them
title_short Attention allocation on mobile app interfaces when human interacts with them
title_sort attention allocation on mobile app interfaces when human interacts with them
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9279534/
https://www.ncbi.nlm.nih.gov/pubmed/35847542
http://dx.doi.org/10.1007/s11571-021-09760-4
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