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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...

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Detalles Bibliográficos
Autores principales: Seelye, Adriana, Hagler, Stuart, Mattek, Nora, Howieson, Diane B., Wild, Katherine, Dodge, Hiroko H., Kaye, Jeffrey A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2015
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.
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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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