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Research trends over 10 years (2010-2021) in infant and toddler rearing behavior by family caregivers in South Korea: text network and topic modeling

PURPOSE: This study analyzed research trends in infant and toddler rearing behavior among family caregivers over a 10-year period (2010-2021). METHODS: Text network analysis and topic modeling were employed on data collected from relevant papers, following the extraction and refinement of semantic m...

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Autores principales: Song, In-Hye, Kang, Kyung-Ah
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Korean Academy of Child Health Nursing 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10415838/
https://www.ncbi.nlm.nih.gov/pubmed/37554086
http://dx.doi.org/10.4094/chnr.2023.29.3.182
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author Song, In-Hye
Kang, Kyung-Ah
author_facet Song, In-Hye
Kang, Kyung-Ah
author_sort Song, In-Hye
collection PubMed
description PURPOSE: This study analyzed research trends in infant and toddler rearing behavior among family caregivers over a 10-year period (2010-2021). METHODS: Text network analysis and topic modeling were employed on data collected from relevant papers, following the extraction and refinement of semantic morphemes. A semantic-centered network was constructed by extracting words from 2,613 English-language abstracts. Data analysis was performed using NetMiner 4.5.0. RESULTS: Frequency analysis, degree centrality, and eigenvector centrality all revealed the terms ''scale," ''program," and ''education" among the top 10 keywords associated with infant and toddler rearing behaviors among family caregivers. The keywords extracted from the analysis were divided into two clusters through cohesion analysis. Additionally, they were classified into two topic groups using topic modeling: "program and evaluation" (64.37%) and "caregivers' role and competency in child development" (35.63%). CONCLUSION: The roles and competencies of family caregivers are essential for the development of infants and toddlers. Intervention programs and evaluations are necessary to improve rearing behaviors. Future research should determine the role of nurses in supporting family caregivers. Additionally, it should facilitate the development of nursing strategies and intervention programs to promote positive rearing practices.
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spelling pubmed-104158382023-08-12 Research trends over 10 years (2010-2021) in infant and toddler rearing behavior by family caregivers in South Korea: text network and topic modeling Song, In-Hye Kang, Kyung-Ah Child Health Nurs Res Original Article PURPOSE: This study analyzed research trends in infant and toddler rearing behavior among family caregivers over a 10-year period (2010-2021). METHODS: Text network analysis and topic modeling were employed on data collected from relevant papers, following the extraction and refinement of semantic morphemes. A semantic-centered network was constructed by extracting words from 2,613 English-language abstracts. Data analysis was performed using NetMiner 4.5.0. RESULTS: Frequency analysis, degree centrality, and eigenvector centrality all revealed the terms ''scale," ''program," and ''education" among the top 10 keywords associated with infant and toddler rearing behaviors among family caregivers. The keywords extracted from the analysis were divided into two clusters through cohesion analysis. Additionally, they were classified into two topic groups using topic modeling: "program and evaluation" (64.37%) and "caregivers' role and competency in child development" (35.63%). CONCLUSION: The roles and competencies of family caregivers are essential for the development of infants and toddlers. Intervention programs and evaluations are necessary to improve rearing behaviors. Future research should determine the role of nurses in supporting family caregivers. Additionally, it should facilitate the development of nursing strategies and intervention programs to promote positive rearing practices. Korean Academy of Child Health Nursing 2023-07 2023-07-31 /pmc/articles/PMC10415838/ /pubmed/37554086 http://dx.doi.org/10.4094/chnr.2023.29.3.182 Text en Copyright © 2023 Korean Academy of Child Health Nursing. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial and No Derivatives License (https://creativecommons.org/licenses/by-nc-nd/4.0/) which permits unrestricted non-commercial use, distribution of the material without any modifications, and reproduction in any medium, provided the original works properly cited.
spellingShingle Original Article
Song, In-Hye
Kang, Kyung-Ah
Research trends over 10 years (2010-2021) in infant and toddler rearing behavior by family caregivers in South Korea: text network and topic modeling
title Research trends over 10 years (2010-2021) in infant and toddler rearing behavior by family caregivers in South Korea: text network and topic modeling
title_full Research trends over 10 years (2010-2021) in infant and toddler rearing behavior by family caregivers in South Korea: text network and topic modeling
title_fullStr Research trends over 10 years (2010-2021) in infant and toddler rearing behavior by family caregivers in South Korea: text network and topic modeling
title_full_unstemmed Research trends over 10 years (2010-2021) in infant and toddler rearing behavior by family caregivers in South Korea: text network and topic modeling
title_short Research trends over 10 years (2010-2021) in infant and toddler rearing behavior by family caregivers in South Korea: text network and topic modeling
title_sort research trends over 10 years (2010-2021) in infant and toddler rearing behavior by family caregivers in south korea: text network and topic modeling
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10415838/
https://www.ncbi.nlm.nih.gov/pubmed/37554086
http://dx.doi.org/10.4094/chnr.2023.29.3.182
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