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

In-Hye Song, Kyung-Ah Kang
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Abstract

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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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
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。
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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
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