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Computer mouse movement patterns: A potential marker of mild cognitive impairment
INTRODUCTION: Subtle changes in cognitively demanding activities occur in mild cognitive impairment (MCI) but are difficult to assess with conventional methods. In an exploratory study, we examined whether patterns of computer mouse movements obtained from routine home computer use discriminated bet...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4748737/ https://www.ncbi.nlm.nih.gov/pubmed/26878035 http://dx.doi.org/10.1016/j.dadm.2015.09.006 |
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author | Seelye, Adriana Hagler, Stuart Mattek, Nora Howieson, Diane B. Wild, Katherine Dodge, Hiroko H. Kaye, Jeffrey A. |
author_facet | Seelye, Adriana Hagler, Stuart Mattek, Nora Howieson, Diane B. Wild, Katherine Dodge, Hiroko H. Kaye, Jeffrey A. |
author_sort | Seelye, Adriana |
collection | PubMed |
description | INTRODUCTION: Subtle changes in cognitively demanding activities occur in mild cognitive impairment (MCI) but are difficult to assess with conventional methods. In an exploratory study, we examined whether patterns of computer mouse movements obtained from routine home computer use discriminated between older adults with and without MCI. METHODS: Participants were 42 cognitively intact and 20 older adults with MCI enrolled in a longitudinal study of in-home monitoring technologies. Mouse pointer movement variables were computed during one week of routine home computer use using algorithms that identified and characterized mouse movements within each computer use session. RESULTS: MCI was associated with making significantly fewer total mouse moves (P < .01) and making mouse movements that were more variable, less efficient, and with longer pauses between movements (P < .05). Mouse movement measures were significantly associated with several cognitive domains (P values <.01–.05). DISCUSSION: Remotely monitored computer mouse movement patterns are a potential early marker of real-world cognitive changes in MCI. |
format | Online Article Text |
id | pubmed-4748737 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-47487372016-05-27 Computer mouse movement patterns: A potential marker of mild cognitive impairment Seelye, Adriana Hagler, Stuart Mattek, Nora Howieson, Diane B. Wild, Katherine Dodge, Hiroko H. Kaye, Jeffrey A. Alzheimers Dement (Amst) Cognitive & Behavioral Assessment INTRODUCTION: Subtle changes in cognitively demanding activities occur in mild cognitive impairment (MCI) but are difficult to assess with conventional methods. In an exploratory study, we examined whether patterns of computer mouse movements obtained from routine home computer use discriminated between older adults with and without MCI. METHODS: Participants were 42 cognitively intact and 20 older adults with MCI enrolled in a longitudinal study of in-home monitoring technologies. Mouse pointer movement variables were computed during one week of routine home computer use using algorithms that identified and characterized mouse movements within each computer use session. RESULTS: MCI was associated with making significantly fewer total mouse moves (P < .01) and making mouse movements that were more variable, less efficient, and with longer pauses between movements (P < .05). Mouse movement measures were significantly associated with several cognitive domains (P values <.01–.05). DISCUSSION: Remotely monitored computer mouse movement patterns are a potential early marker of real-world cognitive changes in MCI. Elsevier 2015-10-19 /pmc/articles/PMC4748737/ /pubmed/26878035 http://dx.doi.org/10.1016/j.dadm.2015.09.006 Text en © 2015 The Authors http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Cognitive & Behavioral Assessment Seelye, Adriana Hagler, Stuart Mattek, Nora Howieson, Diane B. Wild, Katherine Dodge, Hiroko H. Kaye, Jeffrey A. Computer mouse movement patterns: A potential marker of mild cognitive impairment |
title | Computer mouse movement patterns: A potential marker of mild cognitive impairment |
title_full | Computer mouse movement patterns: A potential marker of mild cognitive impairment |
title_fullStr | Computer mouse movement patterns: A potential marker of mild cognitive impairment |
title_full_unstemmed | Computer mouse movement patterns: A potential marker of mild cognitive impairment |
title_short | Computer mouse movement patterns: A potential marker of mild cognitive impairment |
title_sort | computer mouse movement patterns: a potential marker of mild cognitive impairment |
topic | Cognitive & Behavioral Assessment |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4748737/ https://www.ncbi.nlm.nih.gov/pubmed/26878035 http://dx.doi.org/10.1016/j.dadm.2015.09.006 |
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