Cargando…
Event History Analysis of Factors Affecting Survival of Older Adults in Taiwan
(1) Background: Due to rapidly increasing average age of Taiwan’s population, it is very important to analyze the factors affecting the survival of older adults. (2) Methods: In this study, the 1989 Taiwan Longitudinal Study on Aging, which lasted 22 years and consisted of seven surveys, was used. F...
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9777609/ https://www.ncbi.nlm.nih.gov/pubmed/36553963 http://dx.doi.org/10.3390/healthcare10122439 |
_version_ | 1784856147809796096 |
---|---|
author | Lo, Yuan-Chen Hsu, Wei-Chung Weng, Shao-Jen Tsai, Yao-Te Liu, Shih-Chia Lin, Cheng-Hsiang |
author_facet | Lo, Yuan-Chen Hsu, Wei-Chung Weng, Shao-Jen Tsai, Yao-Te Liu, Shih-Chia Lin, Cheng-Hsiang |
author_sort | Lo, Yuan-Chen |
collection | PubMed |
description | (1) Background: Due to rapidly increasing average age of Taiwan’s population, it is very important to analyze the factors affecting the survival of older adults. (2) Methods: In this study, the 1989 Taiwan Longitudinal Study on Aging, which lasted 22 years and consisted of seven surveys, was used. Furthermore, Cox and Aalen’s time-dependent frailty models were used to analyze factors that affect the survival of older adults. (3) Results: Based on past literature, we selected 15 important factors that were closely associated with the survival of older adults and constructed six models based on these factors. The study results showed that, in addition to background characteristics, physical and mental conditions, activities of daily living (ADL), physical performance, and self-rated health had a huge association with the survival of older adults. (4) Conclusions: We selected ten variables (age, gender, population, education level, ADL status, physical performance, self-rated health, smoking, chewing betel nut, and the presence of a spouse), and their combinations were used to generate reduced models, which could be considered as important markers that affect and predict the survival of older adults. |
format | Online Article Text |
id | pubmed-9777609 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-97776092022-12-23 Event History Analysis of Factors Affecting Survival of Older Adults in Taiwan Lo, Yuan-Chen Hsu, Wei-Chung Weng, Shao-Jen Tsai, Yao-Te Liu, Shih-Chia Lin, Cheng-Hsiang Healthcare (Basel) Article (1) Background: Due to rapidly increasing average age of Taiwan’s population, it is very important to analyze the factors affecting the survival of older adults. (2) Methods: In this study, the 1989 Taiwan Longitudinal Study on Aging, which lasted 22 years and consisted of seven surveys, was used. Furthermore, Cox and Aalen’s time-dependent frailty models were used to analyze factors that affect the survival of older adults. (3) Results: Based on past literature, we selected 15 important factors that were closely associated with the survival of older adults and constructed six models based on these factors. The study results showed that, in addition to background characteristics, physical and mental conditions, activities of daily living (ADL), physical performance, and self-rated health had a huge association with the survival of older adults. (4) Conclusions: We selected ten variables (age, gender, population, education level, ADL status, physical performance, self-rated health, smoking, chewing betel nut, and the presence of a spouse), and their combinations were used to generate reduced models, which could be considered as important markers that affect and predict the survival of older adults. MDPI 2022-12-02 /pmc/articles/PMC9777609/ /pubmed/36553963 http://dx.doi.org/10.3390/healthcare10122439 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Lo, Yuan-Chen Hsu, Wei-Chung Weng, Shao-Jen Tsai, Yao-Te Liu, Shih-Chia Lin, Cheng-Hsiang Event History Analysis of Factors Affecting Survival of Older Adults in Taiwan |
title | Event History Analysis of Factors Affecting Survival of Older Adults in Taiwan |
title_full | Event History Analysis of Factors Affecting Survival of Older Adults in Taiwan |
title_fullStr | Event History Analysis of Factors Affecting Survival of Older Adults in Taiwan |
title_full_unstemmed | Event History Analysis of Factors Affecting Survival of Older Adults in Taiwan |
title_short | Event History Analysis of Factors Affecting Survival of Older Adults in Taiwan |
title_sort | event history analysis of factors affecting survival of older adults in taiwan |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9777609/ https://www.ncbi.nlm.nih.gov/pubmed/36553963 http://dx.doi.org/10.3390/healthcare10122439 |
work_keys_str_mv | AT loyuanchen eventhistoryanalysisoffactorsaffectingsurvivalofolderadultsintaiwan AT hsuweichung eventhistoryanalysisoffactorsaffectingsurvivalofolderadultsintaiwan AT wengshaojen eventhistoryanalysisoffactorsaffectingsurvivalofolderadultsintaiwan AT tsaiyaote eventhistoryanalysisoffactorsaffectingsurvivalofolderadultsintaiwan AT liushihchia eventhistoryanalysisoffactorsaffectingsurvivalofolderadultsintaiwan AT linchenghsiang eventhistoryanalysisoffactorsaffectingsurvivalofolderadultsintaiwan |