Tamara Gonçalves Rezende Macieira|Tânia Couto Machado Chianca|Madison B. Smith|Yingwei Yao|Jiang Bian|Diana J. Wilkie|Karen Dunn Lopez|Gail Keenan
Secondary use of standardized nursing care data for advancing nursing science and practice: a systematic review
University of Florida|Universidade Federal de Minas Gerais|University of Florida|University of Florida|University of Florida|University of Florida|University of Illinois at Chicago|University of Florida
abstract objective study sought present findings systematic review studies involving secondary analyses data coded standardized nursing terminologies snts retrieved electronic health records ehrs materials methods identified studies performed secondary analysis sntcoded nursing ehr data pubmed cinahl google scholar screened 2570 unique records identified 44 articles interest extracted research questions nursing terminologies sample characteristics variables statistical techniques used articles adapted strobe strengthening reporting observational studies epidemiology statement checklist observational studies used reproducibility assessment results fortyfour articles identified study foci grouped 3 categories 1 potential uses sntcoded nursing data challenges associated type data feasibility standardizing nursing data 2 analysis sntcoded nursing data describe characteristics nursing care characterization nursing care 3 analysis sntcoded nursing data understand impact effectiveness nursing care impact nursing care analytical techniques varied including bivariate analysis data mining predictive modeling discussion sntcoded nursing data extracted ehrs useful characterizing nursing practice offers potential demonstrating impact patient outcomes conclusions study provides evidence value sntcoded nursing data ehrs future studies needed identify additional useful methods analyzing sntcoded nursing data combine nursing data data elements ehrs fully characterize patients health care experience