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Trends of Nursing Research on Accidental Falls: A Topic Modeling Analysis

This descriptive study analyzed 1849 international and 212 Korean studies to explore the main topics of nursing research on accidental falls. We extracted only nouns from each abstract, and four topics were identified through topic modeling, which were divided into aspects of fall prevention and its...

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Detalles Bibliográficos
Autores principales: Seo, Yeji, Kim, Kyunghee, Kim, Ji-Su
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8068873/
https://www.ncbi.nlm.nih.gov/pubmed/33918730
http://dx.doi.org/10.3390/ijerph18083963
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author Seo, Yeji
Kim, Kyunghee
Kim, Ji-Su
author_facet Seo, Yeji
Kim, Kyunghee
Kim, Ji-Su
author_sort Seo, Yeji
collection PubMed
description This descriptive study analyzed 1849 international and 212 Korean studies to explore the main topics of nursing research on accidental falls. We extracted only nouns from each abstract, and four topics were identified through topic modeling, which were divided into aspects of fall prevention and its consequences. “Fall prevention program and scale” is popular among studies on the validity of fall risk assessment tools and the development of exercise and education programs. “Nursing strategy for fall prevention” is common in studies on nurse education programs and practice guidelines to improve the quality of patient safety care. “Hospitalization by fall injury” is used in studies about delayed discharge, increased costs, and deaths of subjects with fall risk factors hospitalized at medical institutions due to fall-related injuries. “Long-term care facility falls” is popular in studies about interventions to prevent fall injuries that occur in conjunction with dementia in long-term care facilities. It is necessary to establish a system and policy for fall prevention in Korean medical institutions. This study confirms the trends in domestic and international fall-related research, suggesting the need for studies to address insufficient fall-related policies and systems and translational research to be applied in clinical trials.
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spelling pubmed-80688732021-04-26 Trends of Nursing Research on Accidental Falls: A Topic Modeling Analysis Seo, Yeji Kim, Kyunghee Kim, Ji-Su Int J Environ Res Public Health Article This descriptive study analyzed 1849 international and 212 Korean studies to explore the main topics of nursing research on accidental falls. We extracted only nouns from each abstract, and four topics were identified through topic modeling, which were divided into aspects of fall prevention and its consequences. “Fall prevention program and scale” is popular among studies on the validity of fall risk assessment tools and the development of exercise and education programs. “Nursing strategy for fall prevention” is common in studies on nurse education programs and practice guidelines to improve the quality of patient safety care. “Hospitalization by fall injury” is used in studies about delayed discharge, increased costs, and deaths of subjects with fall risk factors hospitalized at medical institutions due to fall-related injuries. “Long-term care facility falls” is popular in studies about interventions to prevent fall injuries that occur in conjunction with dementia in long-term care facilities. It is necessary to establish a system and policy for fall prevention in Korean medical institutions. This study confirms the trends in domestic and international fall-related research, suggesting the need for studies to address insufficient fall-related policies and systems and translational research to be applied in clinical trials. MDPI 2021-04-09 /pmc/articles/PMC8068873/ /pubmed/33918730 http://dx.doi.org/10.3390/ijerph18083963 Text en © 2021 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
Seo, Yeji
Kim, Kyunghee
Kim, Ji-Su
Trends of Nursing Research on Accidental Falls: A Topic Modeling Analysis
title Trends of Nursing Research on Accidental Falls: A Topic Modeling Analysis
title_full Trends of Nursing Research on Accidental Falls: A Topic Modeling Analysis
title_fullStr Trends of Nursing Research on Accidental Falls: A Topic Modeling Analysis
title_full_unstemmed Trends of Nursing Research on Accidental Falls: A Topic Modeling Analysis
title_short Trends of Nursing Research on Accidental Falls: A Topic Modeling Analysis
title_sort trends of nursing research on accidental falls: a topic modeling analysis
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8068873/
https://www.ncbi.nlm.nih.gov/pubmed/33918730
http://dx.doi.org/10.3390/ijerph18083963
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