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The impact of users’ cognitive function on evaluator perceptions of usability
To explore the association between the user’s cognitive function and usability reported by the evaluator. A cross-sectional study was conducted with a community-based sample. Data about participants’ age, sex, education, sleep quantity, subjective memory complaints, and cognitive function were colle...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9374702/ https://www.ncbi.nlm.nih.gov/pubmed/35962003 http://dx.doi.org/10.1038/s41598-022-17441-3 |
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author | Martins, Ana Isabel Silva, Anabela G. Pais, Joana Cruz, Vítor Tedim Rocha, Nelson P. |
author_facet | Martins, Ana Isabel Silva, Anabela G. Pais, Joana Cruz, Vítor Tedim Rocha, Nelson P. |
author_sort | Martins, Ana Isabel |
collection | PubMed |
description | To explore the association between the user’s cognitive function and usability reported by the evaluator. A cross-sectional study was conducted with a community-based sample. Data about participants’ age, sex, education, sleep quantity, subjective memory complaints, and cognitive function were collected. A usability session was conducted to evaluate a digital solution called Brain on Track. Independent linear-regression analyses were used to explore univariable and multivariable associations between evaluator-reported usability assessment and the users’ cognitive function, age, sex, education, sleep quantity, and subjective memory complaints. A total of 238 participants entered this study, of which 161 (67.6%) were females and the mean age was 42 (SD 12.9) years old. All variables (age, education, sleep quantity, subjective memory complaints and cognitive function) except sex were significantly associated with evaluator-reported usability in the univariable analysis (p < 0.05). Cognitive function, age, education, and subjective memory complaints remained significant in the multivariable model (F = 38.87, p < 0.001) with an adjusted R2 of 0.391. Cognition scores alone showed an adjusted R(2) of 0.288. This work suggests that cognitive function impacts evaluator reported usability, alongside other users’ characteristics and needs to be considered in the usability evaluation. |
format | Online Article Text |
id | pubmed-9374702 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-93747022022-08-14 The impact of users’ cognitive function on evaluator perceptions of usability Martins, Ana Isabel Silva, Anabela G. Pais, Joana Cruz, Vítor Tedim Rocha, Nelson P. Sci Rep Article To explore the association between the user’s cognitive function and usability reported by the evaluator. A cross-sectional study was conducted with a community-based sample. Data about participants’ age, sex, education, sleep quantity, subjective memory complaints, and cognitive function were collected. A usability session was conducted to evaluate a digital solution called Brain on Track. Independent linear-regression analyses were used to explore univariable and multivariable associations between evaluator-reported usability assessment and the users’ cognitive function, age, sex, education, sleep quantity, and subjective memory complaints. A total of 238 participants entered this study, of which 161 (67.6%) were females and the mean age was 42 (SD 12.9) years old. All variables (age, education, sleep quantity, subjective memory complaints and cognitive function) except sex were significantly associated with evaluator-reported usability in the univariable analysis (p < 0.05). Cognitive function, age, education, and subjective memory complaints remained significant in the multivariable model (F = 38.87, p < 0.001) with an adjusted R2 of 0.391. Cognition scores alone showed an adjusted R(2) of 0.288. This work suggests that cognitive function impacts evaluator reported usability, alongside other users’ characteristics and needs to be considered in the usability evaluation. Nature Publishing Group UK 2022-08-12 /pmc/articles/PMC9374702/ /pubmed/35962003 http://dx.doi.org/10.1038/s41598-022-17441-3 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This 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 | Article Martins, Ana Isabel Silva, Anabela G. Pais, Joana Cruz, Vítor Tedim Rocha, Nelson P. The impact of users’ cognitive function on evaluator perceptions of usability |
title | The impact of users’ cognitive function on evaluator perceptions of usability |
title_full | The impact of users’ cognitive function on evaluator perceptions of usability |
title_fullStr | The impact of users’ cognitive function on evaluator perceptions of usability |
title_full_unstemmed | The impact of users’ cognitive function on evaluator perceptions of usability |
title_short | The impact of users’ cognitive function on evaluator perceptions of usability |
title_sort | impact of users’ cognitive function on evaluator perceptions of usability |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9374702/ https://www.ncbi.nlm.nih.gov/pubmed/35962003 http://dx.doi.org/10.1038/s41598-022-17441-3 |
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