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Developing an ordered logistics regression model for denture hygiene among elderly in residential care homes

With a global aging population, the oral hygiene of elderly individuals in institutional settings requires unique management. Maintaining adequate denture hygiene is a critical aspect of their overall well-being, while neglecting denture hygiene can lead to various oral health issues, malnutrition...

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Main Authors: W Ahmad, Wan Muhamad Amir, Hasan, Ruhaya, Adnan, Mohamad Nasarudin, Mohamad Ghazali, Farah Muna, Shahzad, Hazik, Aleng, Nor Azlida, Mohd Ibrahim, Mohamad Shafiq
Format: Article
Language:English
English
Published: Faculty of Dentistry Universitas Indonesia 2024
Subjects:
RK Dentistry
Online Access:http://irep.iium.edu.my/117364/1/117364_Developing%20an%20ordered%20logistics%20regression%20model%20for%20denture.pdf
http://irep.iium.edu.my/117364/7/117364_Developing%20an%20ordered%20logistics%20regression%20model.pdf
http://irep.iium.edu.my/117364/
https://scholarhub.ui.ac.id/jdi/vol31/iss2/7/
https://doi.org/10.14693/jdi.v31i2.1634
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spelling my.iium.irep.1173642025-01-02T08:10:18Z http://irep.iium.edu.my/117364/ Developing an ordered logistics regression model for denture hygiene among elderly in residential care homes W Ahmad, Wan Muhamad Amir Hasan, Ruhaya Adnan, Mohamad Nasarudin Mohamad Ghazali, Farah Muna Shahzad, Hazik Aleng, Nor Azlida Mohd Ibrahim, Mohamad Shafiq RK Dentistry With a global aging population, the oral hygiene of elderly individuals in institutional settings requires unique management. Maintaining adequate denture hygiene is a critical aspect of their overall well-being, while neglecting denture hygiene can lead to various oral health issues, malnutrition, and further impacting their overall health. Objective: This paper aims to provide a preliminary overview of denture hygiene care among the elderly using an ordered logistics model. Methods: Data was obtained from 174 participants in two government institutional homes in Malaysia. The Principle Components Analysis (PCA) was used to identify significant variables and an ordered logistic model showed the relationships between these variables and denture hygiene. Results: PCA identified three significant variables: calf circumference, age, and appetite. The ordered logistic model shows that lower calf circumference, lower age groups and severe loss of appetite, all were associated with significantly poorer denture hygiene. The model’s fitting and goodness-of-fit was also assesed and found to be satisfactory. Conclusion: Poor denture hygiene is prevelant among institutionalized elderly. Addressing these issues is crucial for caregivers and healthcare providers to enhance the well-being of the aging population. This research provides a foundation for future interventions to improve denture hygiene and, by extension, overall health and quality of life for institutionalized elderly individuals. Faculty of Dentistry Universitas Indonesia 2024-08-31 Article PeerReviewed application/pdf en http://irep.iium.edu.my/117364/1/117364_Developing%20an%20ordered%20logistics%20regression%20model%20for%20denture.pdf application/pdf en http://irep.iium.edu.my/117364/7/117364_Developing%20an%20ordered%20logistics%20regression%20model.pdf W Ahmad, Wan Muhamad Amir and Hasan, Ruhaya and Adnan, Mohamad Nasarudin and Mohamad Ghazali, Farah Muna and Shahzad, Hazik and Aleng, Nor Azlida and Mohd Ibrahim, Mohamad Shafiq (2024) Developing an ordered logistics regression model for denture hygiene among elderly in residential care homes. Journal of Dentistry Indonesia, 31 (2). pp. 125-131. ISSN 1693-9697 E-ISSN 2355-4800 https://scholarhub.ui.ac.id/jdi/vol31/iss2/7/ https://doi.org/10.14693/jdi.v31i2.1634
institution Universiti Islam Antarabangsa Malaysia
building IIUM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider International Islamic University Malaysia
content_source IIUM Repository (IREP)
url_provider http://irep.iium.edu.my/
language English
English
topic RK Dentistry
spellingShingle RK Dentistry
W Ahmad, Wan Muhamad Amir
Hasan, Ruhaya
Adnan, Mohamad Nasarudin
Mohamad Ghazali, Farah Muna
Shahzad, Hazik
Aleng, Nor Azlida
Mohd Ibrahim, Mohamad Shafiq
Developing an ordered logistics regression model for denture hygiene among elderly in residential care homes
description With a global aging population, the oral hygiene of elderly individuals in institutional settings requires unique management. Maintaining adequate denture hygiene is a critical aspect of their overall well-being, while neglecting denture hygiene can lead to various oral health issues, malnutrition, and further impacting their overall health. Objective: This paper aims to provide a preliminary overview of denture hygiene care among the elderly using an ordered logistics model. Methods: Data was obtained from 174 participants in two government institutional homes in Malaysia. The Principle Components Analysis (PCA) was used to identify significant variables and an ordered logistic model showed the relationships between these variables and denture hygiene. Results: PCA identified three significant variables: calf circumference, age, and appetite. The ordered logistic model shows that lower calf circumference, lower age groups and severe loss of appetite, all were associated with significantly poorer denture hygiene. The model’s fitting and goodness-of-fit was also assesed and found to be satisfactory. Conclusion: Poor denture hygiene is prevelant among institutionalized elderly. Addressing these issues is crucial for caregivers and healthcare providers to enhance the well-being of the aging population. This research provides a foundation for future interventions to improve denture hygiene and, by extension, overall health and quality of life for institutionalized elderly individuals.
format Article
author W Ahmad, Wan Muhamad Amir
Hasan, Ruhaya
Adnan, Mohamad Nasarudin
Mohamad Ghazali, Farah Muna
Shahzad, Hazik
Aleng, Nor Azlida
Mohd Ibrahim, Mohamad Shafiq
author_facet W Ahmad, Wan Muhamad Amir
Hasan, Ruhaya
Adnan, Mohamad Nasarudin
Mohamad Ghazali, Farah Muna
Shahzad, Hazik
Aleng, Nor Azlida
Mohd Ibrahim, Mohamad Shafiq
author_sort W Ahmad, Wan Muhamad Amir
title Developing an ordered logistics regression model for denture hygiene among elderly in residential care homes
title_short Developing an ordered logistics regression model for denture hygiene among elderly in residential care homes
title_full Developing an ordered logistics regression model for denture hygiene among elderly in residential care homes
title_fullStr Developing an ordered logistics regression model for denture hygiene among elderly in residential care homes
title_full_unstemmed Developing an ordered logistics regression model for denture hygiene among elderly in residential care homes
title_sort developing an ordered logistics regression model for denture hygiene among elderly in residential care homes
publisher Faculty of Dentistry Universitas Indonesia
publishDate 2024
url http://irep.iium.edu.my/117364/1/117364_Developing%20an%20ordered%20logistics%20regression%20model%20for%20denture.pdf
http://irep.iium.edu.my/117364/7/117364_Developing%20an%20ordered%20logistics%20regression%20model.pdf
http://irep.iium.edu.my/117364/
https://scholarhub.ui.ac.id/jdi/vol31/iss2/7/
https://doi.org/10.14693/jdi.v31i2.1634
_version_ 1821105138123669504
score 13.23648

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