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...
| Publicado en: | Child Health Nursing Research Vol. 29; no. 3; pp. 182 - 195 |
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| Autores principales: | , |
| Formato: | research tables/charts Journal Article |
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Child Health Nursing Research
Jul2023
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| Acceso en línea: | Ver este registro en EBSCOhost |
| fields | @attributes: recordID: 1 pdfLink: plink: https://search.ebscohost.com/login.aspx?direct=true&db=ccm&AN=169320955&site=ehost-live header: @attributes: shortDbName: ccm uiTerm: 169320955 longDbName: CINAHL Complete uiTag: AN controlInfo: bkinfo: dissinfo: jinfo: jid: 22879110 FUY5 jtl: Child Health Nursing Research issn: 22879110 maglogo: N pubinfo: dt: Jul2023 vid: 29 iid: 3 pid: 72188 pub: Child Health Nursing Research artinfo: ui: 169320955 169320955 169320955 10.4094/chnr.2023.29.3.182 169320955 ppf: 182 ppct: 13 formats: fmt: @attributes: type: P tig: atl: Research trends over 10 years (2010-2021) in infant and toddler rearing behavior by family caregivers in South Korea: text network and topic modeling. aug: au: In-Hye Song Kyung-Ah Kang affil: Graduate Student, College of Nursing, Sahmyook University, Seoul sug: subj: Caregivers Psychosocial Factors Caregiver Support Trends Human South Korea Systematic Review Infant Child, Preschool Data Analysis Software Cluster Analysis Models, Statistical Descriptive Statistics Data Mining Infant: 1-23 months Child, Preschool: 2-5 years ab: 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. pubtype: Academic Journal doctype: research tables/charts Journal Article ougenre: Article language: English refInfo: holdings: @attributes: islocal: N |
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