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...

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Detalles Bibliográficos
Publicado en:Nursing Economic$ Vol. 44; no. 3; pp. 165 - 179
Autor principal: Choi, Heejung
Formato: research tables/charts Journal Article
Publicado: Jannetti Publications, Inc. May/Jun2026
Acceso en línea:Ver este registro en EBSCOhost
Descripción
Sumario: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.