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韩国家庭照顾者对婴幼儿养育行为的10年(2010 - 2021年)研究趋势:文本网络与主题建模

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

作者信息

Song In-Hye, Kang Kyung-Ah

机构信息

Graduate Student, College of Nursing, Sahmyook University, Seoul, Korea.

Professor, College of Nursing, Sahmyook University, Seoul, Korea.

出版信息

Child Health Nurs Res. 2023 Jul;29(3):182-194. doi: 10.4094/chnr.2023.29.3.182. Epub 2023 Jul 31.

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.

摘要

目的

本研究分析了10年期间(2010 - 2021年)家庭照顾者对婴幼儿养育行为的研究趋势。

方法

在对相关论文收集的数据进行语义语素提取和提炼后,采用文本网络分析和主题建模。通过从2613篇英文摘要中提取词汇构建了一个以语义为中心的网络。使用NetMiner 4.5.0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,在与家庭照顾者对婴幼儿养育行为相关的前10个关键词中,有“规模”“项目”和“教育”等词汇。通过凝聚性分析,从分析中提取的关键词被分为两个聚类。此外,使用主题建模将它们分为两个主题组:“项目与评估”(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。需要干预项目和评估来改善养育行为。未来的研究应确定护士在支持家庭照顾者方面的作用。此外,应促进护理策略和干预项目的发展,以促进积极的养育实践。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2178/10415838/464c463a2c4e/chnr-29-3-182f1.jpg

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