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Can you detect early dementia from an email? A proof of principle study of daily computer use to detect cognitive and functional decline

OBJECTIVE: To determine whether multiple computer use behaviours can distinguish between cognitively healthy older adults and those in the early stages of cognitive decline, and to investigate whether these behaviours are associated with cognitive and functional ability. METHODS: Older adults with c...

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Autores principales: Stringer, G., Couth, S., Brown, L.J.E., Montaldi, D., Gledson, A., Mellor, J., Sutcliffe, A., Sawyer, P., Keane, J., Bull, C., Zeng, X., Rayson, P., Leroi, I.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6033108/
https://www.ncbi.nlm.nih.gov/pubmed/29424087
http://dx.doi.org/10.1002/gps.4863
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author Stringer, G.
Couth, S.
Brown, L.J.E.
Montaldi, D.
Gledson, A.
Mellor, J.
Sutcliffe, A.
Sawyer, P.
Keane, J.
Bull, C.
Zeng, X.
Rayson, P.
Leroi, I.
author_facet Stringer, G.
Couth, S.
Brown, L.J.E.
Montaldi, D.
Gledson, A.
Mellor, J.
Sutcliffe, A.
Sawyer, P.
Keane, J.
Bull, C.
Zeng, X.
Rayson, P.
Leroi, I.
author_sort Stringer, G.
collection PubMed
description OBJECTIVE: To determine whether multiple computer use behaviours can distinguish between cognitively healthy older adults and those in the early stages of cognitive decline, and to investigate whether these behaviours are associated with cognitive and functional ability. METHODS: Older adults with cognitive impairment (n = 20) and healthy controls (n = 24) completed assessments of cognitive and functional abilities and a series of semi‐directed computer tasks. Computer use behaviours were captured passively using bespoke software. RESULTS: The profile of computer use behaviours was significantly different in cognitively impaired compared with cognitively healthy control participants including more frequent pauses, slower typing, and a higher proportion of mouse clicks. These behaviours were significantly associated with performance on cognitive and functional assessments, in particular, those related to memory. CONCLUSION: Unobtrusively capturing computer use behaviours offers the potential for early detection of neurodegeneration in non‐clinical settings, which could enable timely interventions to ultimately improve long‐term outcomes.
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spelling pubmed-60331082018-07-12 Can you detect early dementia from an email? A proof of principle study of daily computer use to detect cognitive and functional decline Stringer, G. Couth, S. Brown, L.J.E. Montaldi, D. Gledson, A. Mellor, J. Sutcliffe, A. Sawyer, P. Keane, J. Bull, C. Zeng, X. Rayson, P. Leroi, I. Int J Geriatr Psychiatry Research Articles OBJECTIVE: To determine whether multiple computer use behaviours can distinguish between cognitively healthy older adults and those in the early stages of cognitive decline, and to investigate whether these behaviours are associated with cognitive and functional ability. METHODS: Older adults with cognitive impairment (n = 20) and healthy controls (n = 24) completed assessments of cognitive and functional abilities and a series of semi‐directed computer tasks. Computer use behaviours were captured passively using bespoke software. RESULTS: The profile of computer use behaviours was significantly different in cognitively impaired compared with cognitively healthy control participants including more frequent pauses, slower typing, and a higher proportion of mouse clicks. These behaviours were significantly associated with performance on cognitive and functional assessments, in particular, those related to memory. CONCLUSION: Unobtrusively capturing computer use behaviours offers the potential for early detection of neurodegeneration in non‐clinical settings, which could enable timely interventions to ultimately improve long‐term outcomes. John Wiley and Sons Inc. 2018-02-09 2018-07 /pmc/articles/PMC6033108/ /pubmed/29424087 http://dx.doi.org/10.1002/gps.4863 Text en © 2018 The Authors. International Journal of Geriatric Psychiatry Published by John Wiley & Sons Ltd. This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Articles
Stringer, G.
Couth, S.
Brown, L.J.E.
Montaldi, D.
Gledson, A.
Mellor, J.
Sutcliffe, A.
Sawyer, P.
Keane, J.
Bull, C.
Zeng, X.
Rayson, P.
Leroi, I.
Can you detect early dementia from an email? A proof of principle study of daily computer use to detect cognitive and functional decline
title Can you detect early dementia from an email? A proof of principle study of daily computer use to detect cognitive and functional decline
title_full Can you detect early dementia from an email? A proof of principle study of daily computer use to detect cognitive and functional decline
title_fullStr Can you detect early dementia from an email? A proof of principle study of daily computer use to detect cognitive and functional decline
title_full_unstemmed Can you detect early dementia from an email? A proof of principle study of daily computer use to detect cognitive and functional decline
title_short Can you detect early dementia from an email? A proof of principle study of daily computer use to detect cognitive and functional decline
title_sort can you detect early dementia from an email? a proof of principle study of daily computer use to detect cognitive and functional decline
topic Research Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6033108/
https://www.ncbi.nlm.nih.gov/pubmed/29424087
http://dx.doi.org/10.1002/gps.4863
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