Performance-based IADL evaluation of older adults with cognitive impairment within a smart home: A feasibility study

Introduction Mild cognitive impairment (MCI) is characterized by subtle deficits that functional assessment via informant-report measures may not detect. Sensors can potentially detect deficits in everyday functioning in MCI. This study aims to establish feasibility and acceptability of using sensor...

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Main Authors: Rawtaer, Iris, Jabbar, Khalid Abdul, Liu, Xiao, Ying, Thit Thit Htat, Giang, Anh Thuy, Yap, Philip Lin Kiat, Cheong, Rachel Chin Yee, Hwee-Pink TAN, PIUS LEE WEI QI, Wee, Shiou Liang, Ng, Tze Pin
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Language:English
Published: Institutional Knowledge at Singapore Management University 2021
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Online Access:https://ink.library.smu.edu.sg/sis_research/7119
https://ink.library.smu.edu.sg/context/sis_research/article/8122/viewcontent/Performance_based_IADL_evaluation_of_older_adults_with_cognitive_impairment_pvoa.pdf
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spelling sg-smu-ink.sis_research-81222022-04-22T04:42:56Z Performance-based IADL evaluation of older adults with cognitive impairment within a smart home: A feasibility study Rawtaer, Iris Jabbar, Khalid Abdul Liu, Xiao Ying, Thit Thit Htat Giang, Anh Thuy Yap, Philip Lin Kiat Cheong, Rachel Chin Yee Hwee-Pink TAN, PIUS LEE WEI QI, Wee, Shiou Liang Ng, Tze Pin Introduction Mild cognitive impairment (MCI) is characterized by subtle deficits that functional assessment via informant-report measures may not detect. Sensors can potentially detect deficits in everyday functioning in MCI. This study aims to establish feasibility and acceptability of using sensors in a smart home for performance-based assessments of two instrumental activities of daily living (IADLs). Methods Thirty-five older adults (>65 years) performed two IADL tasks in a smart home laboratory equipped with sensors and a web camera. Participants' cognitive states were determined using published criteria including measures of global cognition and comprehensive neuropsychological test batteries. Selected subtasks of the IADL assessment were autonomously captured by the sensors. Total time taken for each task and subtask were computed. A point scoring system captured accuracy and number of attempts. Acceptability of the smart home setup was assessed. Results Participants with MCI (n = 21) took longer to complete both tasks than participants with healthy cognition (HC; n = 14), with significant time differences observed only in "Cost calculation." Completion time for IADL tasks and scores correlated in the expected direction with global cognition. Over 95% of the participants found the smart home assessment acceptable and a positive experience. Discussion We demonstrated the feasibility and acceptability of the use of unobtrusive commercially available sensors in a smart home for facilitating parts of the objective assessment of IADL in older adults. Future studies need to identify more IADLs that are suitable for semi-automated or automated assessments through the use of simple, low-cost sensors. 2021-01-01T08:00:00Z text application/pdf https://ink.library.smu.edu.sg/sis_research/7119 info:doi/10.1002/trc2.12152 https://ink.library.smu.edu.sg/context/sis_research/article/8122/viewcontent/Performance_based_IADL_evaluation_of_older_adults_with_cognitive_impairment_pvoa.pdf http://creativecommons.org/licenses/by-nc-nd/4.0/ Research Collection School Of Computing and Information Systems eng Institutional Knowledge at Singapore Management University early detection instrumental activities of daily living mild cognitive impairment sensors smart home Gerontology Place and Environment Software Engineering
institution Singapore Management University
building SMU Libraries
continent Asia
country Singapore
Singapore
content_provider SMU Libraries
collection InK@SMU
language English
topic early detection
instrumental activities of daily living
mild cognitive impairment
sensors
smart home
Gerontology
Place and Environment
Software Engineering
spellingShingle early detection
instrumental activities of daily living
mild cognitive impairment
sensors
smart home
Gerontology
Place and Environment
Software Engineering
Rawtaer, Iris
Jabbar, Khalid Abdul
Liu, Xiao
Ying, Thit Thit Htat
Giang, Anh Thuy
Yap, Philip Lin Kiat
Cheong, Rachel Chin Yee
Hwee-Pink TAN,
PIUS LEE WEI QI,
Wee, Shiou Liang
Ng, Tze Pin
Performance-based IADL evaluation of older adults with cognitive impairment within a smart home: A feasibility study
description Introduction Mild cognitive impairment (MCI) is characterized by subtle deficits that functional assessment via informant-report measures may not detect. Sensors can potentially detect deficits in everyday functioning in MCI. This study aims to establish feasibility and acceptability of using sensors in a smart home for performance-based assessments of two instrumental activities of daily living (IADLs). Methods Thirty-five older adults (>65 years) performed two IADL tasks in a smart home laboratory equipped with sensors and a web camera. Participants' cognitive states were determined using published criteria including measures of global cognition and comprehensive neuropsychological test batteries. Selected subtasks of the IADL assessment were autonomously captured by the sensors. Total time taken for each task and subtask were computed. A point scoring system captured accuracy and number of attempts. Acceptability of the smart home setup was assessed. Results Participants with MCI (n = 21) took longer to complete both tasks than participants with healthy cognition (HC; n = 14), with significant time differences observed only in "Cost calculation." Completion time for IADL tasks and scores correlated in the expected direction with global cognition. Over 95% of the participants found the smart home assessment acceptable and a positive experience. Discussion We demonstrated the feasibility and acceptability of the use of unobtrusive commercially available sensors in a smart home for facilitating parts of the objective assessment of IADL in older adults. Future studies need to identify more IADLs that are suitable for semi-automated or automated assessments through the use of simple, low-cost sensors.
format text
author Rawtaer, Iris
Jabbar, Khalid Abdul
Liu, Xiao
Ying, Thit Thit Htat
Giang, Anh Thuy
Yap, Philip Lin Kiat
Cheong, Rachel Chin Yee
Hwee-Pink TAN,
PIUS LEE WEI QI,
Wee, Shiou Liang
Ng, Tze Pin
author_facet Rawtaer, Iris
Jabbar, Khalid Abdul
Liu, Xiao
Ying, Thit Thit Htat
Giang, Anh Thuy
Yap, Philip Lin Kiat
Cheong, Rachel Chin Yee
Hwee-Pink TAN,
PIUS LEE WEI QI,
Wee, Shiou Liang
Ng, Tze Pin
author_sort Rawtaer, Iris
title Performance-based IADL evaluation of older adults with cognitive impairment within a smart home: A feasibility study
title_short Performance-based IADL evaluation of older adults with cognitive impairment within a smart home: A feasibility study
title_full Performance-based IADL evaluation of older adults with cognitive impairment within a smart home: A feasibility study
title_fullStr Performance-based IADL evaluation of older adults with cognitive impairment within a smart home: A feasibility study
title_full_unstemmed Performance-based IADL evaluation of older adults with cognitive impairment within a smart home: A feasibility study
title_sort performance-based iadl evaluation of older adults with cognitive impairment within a smart home: a feasibility study
publisher Institutional Knowledge at Singapore Management University
publishDate 2021
url https://ink.library.smu.edu.sg/sis_research/7119
https://ink.library.smu.edu.sg/context/sis_research/article/8122/viewcontent/Performance_based_IADL_evaluation_of_older_adults_with_cognitive_impairment_pvoa.pdf
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