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Development of a video-simulation instrument for assessing cognition in older adults
BACKGROUND: Commonly used methods to assess cognition, such as direct observation, self-report, or neuropsychological testing, have significant limitations. Therefore, a novel tablet computer-based video simulation was created with the goal of being valid, reliable, and easy to administer. The desig...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5719572/ https://www.ncbi.nlm.nih.gov/pubmed/29212493 http://dx.doi.org/10.1186/s12911-017-0557-7 |
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author | Ip, Edward H. Barnard, Ryan Marshall, Sarah A. Lu, Lingyi Sink, Kaycee Wilson, Valerie Chamberlain, Dana Rapp, Stephen R. |
author_facet | Ip, Edward H. Barnard, Ryan Marshall, Sarah A. Lu, Lingyi Sink, Kaycee Wilson, Valerie Chamberlain, Dana Rapp, Stephen R. |
author_sort | Ip, Edward H. |
collection | PubMed |
description | BACKGROUND: Commonly used methods to assess cognition, such as direct observation, self-report, or neuropsychological testing, have significant limitations. Therefore, a novel tablet computer-based video simulation was created with the goal of being valid, reliable, and easy to administer. The design and implementation of the SIMBAC (Simulation-Based Assessment of Cognition) instrument is described in detail, as well as informatics “lessons learned” during development. RESULTS: The software emulates 5 common instrumental activities of daily living (IADLs) and scores participants’ performance. The modules were chosen by a panel of geriatricians based on relevance to daily functioning and ability to be modeled electronically, and included facial recognition, pairing faces with the correct names, filling a pillbox, using an automated teller machine (ATM), and automatic renewal of a prescription using a telephone. Software development included three phases 1) a period of initial design and testing (alpha version), 2) pilot study with 10 cognitively normal and 10 cognitively impaired adults over the age of 60 (beta version), and 3) larger validation study with 162 older adults of mixed cognitive status (release version). Results of the pilot study are discussed in the context of refining the instrument; full results of the validation study are reported in a separate article. In both studies, SIMBAC reliably differentiated controls from persons with cognitive impairment, and performance was highly correlated with Mini Mental Status Examination (MMSE) score. Several informatics challenges emerged during software development, which are broadly relevant to the design and use of electronic assessment tools. Solutions to these issues, such as protection of subject privacy and safeguarding against data loss, are discussed in depth. Collection of fine-grained data (highly detailed information such as time spent reading directions and the number of taps on screen) is also considered. CONCLUSIONS: SIMBAC provides clinicians direct insight into whether subjects can successfully perform selected cognitively intensive activities essential for independent living and advances the field of cognitive assessment. Insight gained from the development process could inform other researchers who seek to develop software tools in health care. |
format | Online Article Text |
id | pubmed-5719572 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-57195722017-12-08 Development of a video-simulation instrument for assessing cognition in older adults Ip, Edward H. Barnard, Ryan Marshall, Sarah A. Lu, Lingyi Sink, Kaycee Wilson, Valerie Chamberlain, Dana Rapp, Stephen R. BMC Med Inform Decis Mak Software BACKGROUND: Commonly used methods to assess cognition, such as direct observation, self-report, or neuropsychological testing, have significant limitations. Therefore, a novel tablet computer-based video simulation was created with the goal of being valid, reliable, and easy to administer. The design and implementation of the SIMBAC (Simulation-Based Assessment of Cognition) instrument is described in detail, as well as informatics “lessons learned” during development. RESULTS: The software emulates 5 common instrumental activities of daily living (IADLs) and scores participants’ performance. The modules were chosen by a panel of geriatricians based on relevance to daily functioning and ability to be modeled electronically, and included facial recognition, pairing faces with the correct names, filling a pillbox, using an automated teller machine (ATM), and automatic renewal of a prescription using a telephone. Software development included three phases 1) a period of initial design and testing (alpha version), 2) pilot study with 10 cognitively normal and 10 cognitively impaired adults over the age of 60 (beta version), and 3) larger validation study with 162 older adults of mixed cognitive status (release version). Results of the pilot study are discussed in the context of refining the instrument; full results of the validation study are reported in a separate article. In both studies, SIMBAC reliably differentiated controls from persons with cognitive impairment, and performance was highly correlated with Mini Mental Status Examination (MMSE) score. Several informatics challenges emerged during software development, which are broadly relevant to the design and use of electronic assessment tools. Solutions to these issues, such as protection of subject privacy and safeguarding against data loss, are discussed in depth. Collection of fine-grained data (highly detailed information such as time spent reading directions and the number of taps on screen) is also considered. CONCLUSIONS: SIMBAC provides clinicians direct insight into whether subjects can successfully perform selected cognitively intensive activities essential for independent living and advances the field of cognitive assessment. Insight gained from the development process could inform other researchers who seek to develop software tools in health care. BioMed Central 2017-12-06 /pmc/articles/PMC5719572/ /pubmed/29212493 http://dx.doi.org/10.1186/s12911-017-0557-7 Text en © The Author(s). 2017 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Software Ip, Edward H. Barnard, Ryan Marshall, Sarah A. Lu, Lingyi Sink, Kaycee Wilson, Valerie Chamberlain, Dana Rapp, Stephen R. Development of a video-simulation instrument for assessing cognition in older adults |
title | Development of a video-simulation instrument for assessing cognition in older adults |
title_full | Development of a video-simulation instrument for assessing cognition in older adults |
title_fullStr | Development of a video-simulation instrument for assessing cognition in older adults |
title_full_unstemmed | Development of a video-simulation instrument for assessing cognition in older adults |
title_short | Development of a video-simulation instrument for assessing cognition in older adults |
title_sort | development of a video-simulation instrument for assessing cognition in older adults |
topic | Software |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5719572/ https://www.ncbi.nlm.nih.gov/pubmed/29212493 http://dx.doi.org/10.1186/s12911-017-0557-7 |
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