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, 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.

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Publication Details

Journal
Journal of Dentistry Indonesia
Published
2024-08-31
DOI
https://doi.org/10.14693/jdi.v31i2.1634
Primary Topic
Education and Learning Interventions
Type
article
Field-Weighted Citation Impact
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article

Developing an Ordered Logistics Regression Model for Denture Hygiene among Elderly in Residential Care Homes

Farah Muna Mohamad Ghazali, Nor Azlida Aleng, Mohamad Nasarudin Adnan, Hazik Bin Shahzad et al.
Journal of Dentistry Indonesia
Education and Learning Interventions
article

Developing an Ordered Logistics Regression Model for Denture Hygiene among Elderly in Residential Care Homes

Farah Muna Mohamad Ghazali, Nor Azlida Aleng, Mohamad Nasarudin Adnan, Hazik Bin Shahzad, Wan Muhamad Amir W Ahmad, Mohamad Shafiq Mohd Ibrahim, Ruhaya Hasan
article en

Abstract

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.

Journal of Dentistry IndonesiaVol. 31(2)
Openalex Percentile: Top 74%
Education and Learning Interventions
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Developing an Ordered Logistics Regression Model for Denture Hygiene among Elderly in Residential Care Homes — Farah Muna Mohamad Ghazali, Nor Azlida Aleng, et al. · Journal of Dentistry Indonesia (2024) | TGRS Research Map | TGRS