Analysis of Research Trends on Nursing-Sensitive Outcomes Using Text Mining and Topic Modeling.
The analysis highlighted that key terms, such as quality, skill mix, and decision support, were most central and frequently used, linking nursing- sensitive outcomes to nurse staffing, care quality, and clinical decision support. Topic modeling revealed five core research topics across clinical and...
| Publicado en: | Nursing Economic$ Vol. 44; no. 3; pp. 165 - 179 |
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| Formato: | research tables/charts Journal Article |
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Jannetti Publications, Inc.
May/Jun2026
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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=195186888&site=ehost-live header: @attributes: shortDbName: ccm uiTerm: 195186888 longDbName: CINAHL Complete uiTag: AN controlInfo: bkinfo: dissinfo: jinfo: jid: 07461739 22R jtl: Nursing Economic$ issn: 07461739 maglogo: N pubinfo: dt: May/Jun2026 vid: 44 iid: 3 pid: 4135 pub: Jannetti Publications, Inc. place: Pitman, New Jersey artinfo: ui: 195186888 195186888 195186888 10.62116/NEC.2026.44.3.165 195186888 ppf: 165 ppct: 14 formats: fmt: @attributes: type: P tig: atl: Analysis of Research Trends on Nursing-Sensitive Outcomes Using Text Mining and Topic Modeling. aug: au: Choi, Heejung affil: PhD(c), MPH, RN Assistant Professor Department of Nursing Semyung University Jecheon, Chungcheongbuk-do Republic of Korea sug: subj: Data Mining Research, Medical Trends Nursing Outcomes Nursing Administration Research Outcome Assessment Human Descriptive Research Exploratory Research Quantitative Studies Social Network Analysis Semantics PubMed CINAHL Database Embase Cochrane Library Secondary Analysis ab: The analysis highlighted that key terms, such as quality, skill mix, and decision support, were most central and frequently used, linking nursing- sensitive outcomes to nurse staffing, care quality, and clinical decision support. Topic modeling revealed five core research topics across clinical and community settings. pubtype: Academic Journal doctype: research tables/charts Journal Article ougenre: Article language: English refInfo: holdings: @attributes: islocal: N |
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