A Topic Modeling Analysis of Parental Needs for Preterm Infant Feeding Difficulties Using Internet and Social Media Keywords.

Introduction: This study aimed to explore parental needs related to feeding difficulties in preterm infants by analyzing keywords and discourse trends from the mobile Internet and social networking services (SNS). Methods: Data were collected from online news, blogs, and SNS platforms in South Korea...

Descripción completa

Detalles Bibliográficos
Publicado en:Inquiry (00469580) Vol. 63; pp. 1 - 12
Autores principales: Ji, Eun Sun, Chung, Yoon Chung, Noh, Yun Sun, Park, Hui Seon
Formato: research tables/charts Journal Article
Publicado: Sage Publications Inc. 06/18/2026
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=194727542&site=ehost-live
header:
  @attributes:
    shortDbName: ccm
    uiTerm: 194727542
    longDbName: CINAHL Complete
    uiTag: AN
  controlInfo:
    bkinfo:
    dissinfo:
    jinfo:
      jid:
        00469580
        INQ
      jtl: Inquiry (00469580)
      issn: 00469580
      maglogo: Y
    pubinfo:
      dt: 06/18/2026
      vid: 63
      pid: 344
      pub: Sage Publications Inc.
      place: Thousand Oaks, California
    artinfo:
      ui:
        194727542
        194727542
        194727542
        10.1177/00469580261462850
        194727542
      ppf: 1
      ppct: 11
      formats:
        fmt:
          – @attributes:
              type: T
          – @attributes:
              type: P
      tig:
        atl: A Topic Modeling Analysis of Parental Needs for Preterm Infant Feeding Difficulties Using Internet and Social Media Keywords.
      aug:
        au:
          Ji, Eun Sun
          Chung, Yoon Chung
          Noh, Yun Sun
          Park, Hui Seon
        affil: Department of Nursing, Konkuk University Glocal Campus, Chungju, Korea
      sug:
        subj:
          Parents Psychosocial Factors
          Infant, Premature Psychosocial Factors
          Infant Feeding Psychosocial Factors
          Eating Disorders Psychosocial Factors
          Information Needs
          Information Seeking Behavior
          Internet
          Social Media
          Human
          Male
          Female
          Trend Studies
          Discourse Analysis
          Content Analysis
          Comparative Studies
          Descriptive Statistics
          Data Analysis Software
          Sentiment Analysis
          Needs Assessment
          Health Services Needs and Demand
          Consumer Health Information
          South Korea
          Semantics
          Misinformation
          Multidisciplinary Care Team
          Health Education
          Infant Feeding Education
          Parents Education
          Parent-Infant Relations
          Infant, Newborn
          Infant
          Funding Source
          Infant, Newborn: birth-1 month
          Infant: 1-23 months
          Male
          Female
      ab: Introduction: This study aimed to explore parental needs related to feeding difficulties in preterm infants by analyzing keywords and discourse trends from the mobile Internet and social networking services (SNS). Methods: Data were collected from online news, blogs, and SNS platforms in South Korea between January 2020 and December 2024. Text mining, semantic network analysis, and LDA topic modeling were conducted using TEXTOM and NetMiner. Results: A total of 3,904 documents were analyzed. Five major topics were identified: (1) adaptation to early feeding, (2) recognition of feeding problems, (3) medical issues and welfare support, (4) repeated failures and misinformation, and (5) therapeutic interventions. Conclusion: The findings suggest that parental needs regarding preterm infant feeding difficulties require professional training and multidisciplinary support systems.
      pubtype: Academic Journal
      doctype:
        research
        tables/charts
        Journal Article
      ougenre: Article
    language: English
    refInfo:
    holdings:
      @attributes:
        islocal: N