韩国家庭照顾者婴幼儿养育行为近10年(2010-2021)研究趋势:文本网络和主题建模

Q3 Medicine
In-Hye Song, Kyung-Ah Kang
{"title":"韩国家庭照顾者婴幼儿养育行为近10年(2010-2021)研究趋势:文本网络和主题建模","authors":"In-Hye Song,&nbsp;Kyung-Ah Kang","doi":"10.4094/chnr.2023.29.3.182","DOIUrl":null,"url":null,"abstract":"<p><strong>Purpose: </strong>This study analyzed research trends in infant and toddler rearing behavior among family caregivers over a 10-year period (2010-2021).</p><p><strong>Methods: </strong>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.</p><p><strong>Results: </strong>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%).</p><p><strong>Conclusion: </strong>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.</p>","PeriodicalId":37360,"journal":{"name":"Child Health Nursing Research","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2023-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/29/b3/chnr-29-3-182.PMC10415838.pdf","citationCount":"0","resultStr":"{\"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.\",\"authors\":\"In-Hye Song,&nbsp;Kyung-Ah Kang\",\"doi\":\"10.4094/chnr.2023.29.3.182\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Purpose: </strong>This study analyzed research trends in infant and toddler rearing behavior among family caregivers over a 10-year period (2010-2021).</p><p><strong>Methods: </strong>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.</p><p><strong>Results: </strong>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%).</p><p><strong>Conclusion: </strong>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.</p>\",\"PeriodicalId\":37360,\"journal\":{\"name\":\"Child Health Nursing Research\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-07-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/29/b3/chnr-29-3-182.PMC10415838.pdf\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Child Health Nursing Research\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.4094/chnr.2023.29.3.182\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"Medicine\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Child Health Nursing Research","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.4094/chnr.2023.29.3.182","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"Medicine","Score":null,"Total":0}
引用次数: 0

摘要

目的:本研究分析了近10年(2010-2021年)家庭照顾者婴幼儿养育行为的研究趋势。方法:对相关文献数据进行文本网络分析和主题建模,对语义语素进行提取和提炼。通过从2613篇英文摘要中提取单词,构建了以语义为中心的网络。使用NetMiner 4.5.0软件进行数据分析。结果:频率分析、度中心性和特征向量中心性均显示,“规模”、“程序”和“教育”是与家庭照顾者婴幼儿养育行为相关的前10个关键词。通过聚类分析,将分析中提取的关键词分为两类。此外,通过主题建模将他们分为两个主题组:“计划与评价”(64.37%)和“照顾者在儿童发展中的角色与能力”(35.63%)。结论:家庭照顾者的角色和能力对婴幼儿的发展至关重要。干预方案和评价是改善饲养行为的必要手段。未来的研究应该确定护士在支持家庭照顾者中的作用。此外,它应该促进护理战略和干预方案的发展,以促进积极的养育做法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

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

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

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

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 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.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
Child Health Nursing Research
Child Health Nursing Research Medicine-Pediatrics, Perinatology and Child Health
CiteScore
1.70
自引率
0.00%
发文量
30
审稿时长
7 weeks
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信