Literature DB >> 33379319

Technology Used to Recognize Activities of Daily Living in Community-Dwelling Older Adults.

Nicola Camp1, Martin Lewis2, Kirsty Hunter1, Julie Johnston1, Massimiliano Zecca3, Alessandro Di Nuovo4, Daniele Magistro1.   

Abstract

The use of technology has been suggested as a means of allowing continued autonomous living for older adults, while reducing the burden on caregivers and aiding decision-making relating to healthcare. However, more clarity is needed relating to the Activities of Daily Living (ADL) recognised, and the types of technology included within current monitoring approaches. This review aims to identify these differences and highlight the current gaps in these systems. A scoping review was conducted in accordance with PRISMA-ScR, drawing on PubMed, Scopus, and Google Scholar. Articles and commercially available systems were selected if they focused on ADL recognition of older adults within their home environment. Thirty-nine ADL recognition systems were identified, nine of which were commercially available. One system incorporated environmental and wearable technology, two used only wearable technology, and 34 used only environmental technologies. Overall, 14 ADL were identified but there was variation in the specific ADL recognised by each system. Although the use of technology to monitor ADL of older adults is becoming more prevalent, there is a large variation in the ADL recognised, how ADL are defined, and the types of technology used within monitoring systems. Key stakeholders, such as older adults and healthcare workers, should be consulted in future work to ensure that future developments are functional and useable.

Entities:  

Keywords:  autonomous living; environmental sensors; wearable technology

Mesh:

Year:  2020        PMID: 33379319      PMCID: PMC7795436          DOI: 10.3390/ijerph18010163

Source DB:  PubMed          Journal:  Int J Environ Res Public Health        ISSN: 1660-4601            Impact factor:   3.390


  46 in total

Review 1.  Assessment of Activities of Daily Living, Self-Care, and Independence.

Authors:  Michelle E Mlinac; Michelle C Feng
Journal:  Arch Clin Neuropsychol       Date:  2016-07-29       Impact factor: 2.813

2.  Progress in development of the index of ADL.

Authors:  S Katz; T D Downs; H R Cash; R C Grotz
Journal:  Gerontologist       Date:  1970

3.  Participatory Design in Gerontechnology: A Systematic Literature Review.

Authors:  Sebastian Merkel; Alexander Kucharski
Journal:  Gerontologist       Date:  2019-01-09

4.  Activity of Daily Living assessment through wireless sensor data.

Authors:  Mohan Karunanithi; Dana Bradford; Yasmin van Kasteren
Journal:  Conf Proc IEEE Eng Med Biol Soc       Date:  2014

5.  Genetic algorithm-based classifiers fusion for multisensor activity recognition of elderly people.

Authors:  Saisakul Chernbumroong; Shuang Cang; Hongnian Yu
Journal:  IEEE J Biomed Health Inform       Date:  2014-04-21       Impact factor: 5.772

6.  Scoping studies: advancing the methodology.

Authors:  Danielle Levac; Heather Colquhoun; Kelly K O'Brien
Journal:  Implement Sci       Date:  2010-09-20       Impact factor: 7.327

7.  PRISMA Extension for Scoping Reviews (PRISMA-ScR): Checklist and Explanation.

Authors:  Andrea C Tricco; Erin Lillie; Wasifa Zarin; Kelly K O'Brien; Heather Colquhoun; Danielle Levac; David Moher; Micah D J Peters; Tanya Horsley; Laura Weeks; Susanne Hempel; Elie A Akl; Christine Chang; Jessie McGowan; Lesley Stewart; Lisa Hartling; Adrian Aldcroft; Michael G Wilson; Chantelle Garritty; Simon Lewin; Christina M Godfrey; Marilyn T Macdonald; Etienne V Langlois; Karla Soares-Weiser; Jo Moriarty; Tammy Clifford; Özge Tunçalp; Sharon E Straus
Journal:  Ann Intern Med       Date:  2018-09-04       Impact factor: 25.391

8.  Recognition of activities of daily living in healthy subjects using two ad-hoc classifiers.

Authors:  Prabitha Urwyler; Luca Rampa; Reto Stucki; Marcel Büchler; René Müri; Urs P Mosimann; Tobias Nef
Journal:  Biomed Eng Online       Date:  2015-06-06       Impact factor: 2.819

9.  Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement.

Authors:  David Moher; Alessandro Liberati; Jennifer Tetzlaff; Douglas G Altman
Journal:  PLoS Med       Date:  2009-07-21       Impact factor: 11.069

10.  A depth video sensor-based life-logging human activity recognition system for elderly care in smart indoor environments.

Authors:  Ahmad Jalal; Shaharyar Kamal; Daijin Kim
Journal:  Sensors (Basel)       Date:  2014-07-02       Impact factor: 3.576

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  4 in total

1.  Perceptions of In-home Monitoring Technology for Activities of Daily Living: Semistructured Interview Study With Community-Dwelling Older Adults.

Authors:  Nicola Camp; Julie Johnston; Martin G C Lewis; Massimiliano Zecca; Alessandro Di Nuovo; Kirsty Hunter; Daniele Magistro
Journal:  JMIR Aging       Date:  2022-05-05

2.  Automatic Markerless Motion Detector Method against Traditional Digitisation for 3-Dimensional Movement Kinematic Analysis of Ball Kicking in Soccer Field Context.

Authors:  Luiz H Palucci Vieira; Paulo R P Santiago; Allan Pinto; Rodrigo Aquino; Ricardo da S Torres; Fabio A Barbieri
Journal:  Int J Environ Res Public Health       Date:  2022-01-21       Impact factor: 3.390

3.  Deep Learning, Mining, and Collaborative Clustering to Identify Flexible Daily Activities Patterns.

Authors:  Viorica Rozina Chifu; Cristina Bianca Pop; Alexandru Miron Rancea; Andrei Morar; Tudor Cioara; Marcel Antal; Ionut Anghel
Journal:  Sensors (Basel)       Date:  2022-06-25       Impact factor: 3.847

Review 4.  A Theoretical Framework on the Determinants of Food Purchasing Behavior of the Elderly: A Bibliometric Review with Scientific Mapping in Web of Science.

Authors:  Khaled Alhammadi; Luna Santos-Roldán; Luis Javier Cabeza-Ramírez
Journal:  Foods       Date:  2021-03-23
  4 in total

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