SynthesisJournal of the American Medical Informatics Association : JAMIA2019
Secondary use of standardized nursing care data for advancing nursing science and practice: a systematic review.
Synthesis in Journal of the American Medical Informatics Association : JAMIA, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 25 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
25 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Spiritual Interventions Delivered by Nurses to Address Patients' Needs in Hospitals or Long-Term Care Facilities: A Systematic Review.Journal of palliative medicine · 2022Pooled it
- Trajectories of Nursing Care During the Critical and Intensive Phases After Coronary Artery Bypass Graft Surgery: A Retrospective Observational Study.Journal of advanced nursing · 2026Observational
- Nursing Process Data for Health Care Cost Prediction Using Machine Learning: Longitudinal Study.JMIR nursing · 2026Observational
- Mapping ICU nursing intervention notes to clinical care classification using a large language model: an evaluation study.BMC nursing · 2026Article
- Standardized nursing terminologies in primary care: a qualitative approach to the experience of nursing professionals.BMC nursing · 2026Article
- Automated Identification of Nursing Diagnoses and Interventions From Nursing Records Using a Retrieval-Augmented Large Language Model Approach: Quantitative Study.Journal of medical Internet research · 2026Article
- Gordon's Functional Health Patterns and Their Association with Patient and Organizational Outcomes: A Scoping Review.Healthcare (Basel, Switzerland) · 2026Review
- Determining awareness of and readiness for standardized nursing languages in a mid-level midwestern hospital and associated school of nursing.International journal of nursing knowledge · 2025Article
- Standardized Nursing Terminologies and Electronic Health Records: A Secondary Analysis of a Systematic Review.Healthcare (Basel, Switzerland) · 2025Review
- The nursing process and total health cost variability: an analysis using machine learning.BMC nursing · 2025Article
- Application and assessment of NNN linkages in liver transplant postoperative care: a prospective study.BMC nursing · 2025Article
- Applicability of electronic health records in the hospital Nursing Process: a scoping review.Revista brasileira de enfermagem · 2025Article
- Individual and contextual factors in the Swedish Nutrition Care Process Terminology implementation.Health information management : journal of the Health Information Management Association of Australia · 2024Article
- Standardizing nursing data extracted from electronic health records for integration into a statewide clinical data research network.International journal of medical informatics · 2024Article
- Development of standardized nursing terminology for the process documentation of patients with chronic kidney disease.Frontiers in nutrition · 2024Article
- Removing the roadblocks to promoting health equity: finding the social determinants of health addressed in standardized nursing classifications.Journal of the American Medical Informatics Association : JAMIA · 2023Article
- Utilizing standardized nursing terminologies in implementing an AI-powered fall-prevention tool to improve patient outcomes: a multihospital study.Journal of the American Medical Informatics Association : JAMIA · 2023Article
- Future advancement of health care through standardized nursing terminologies: reflections from a Friends of the National Library of Medicine workshop honoring Virginia K. Saba.Journal of the American Medical Informatics Association : JAMIA · 2023Article
- FHIR-up! Advancing knowledge from clinical data through application of standardized nursing terminologies within HL7® FHIR®.Journal of the American Medical Informatics Association : JAMIA · 2023Article
- Nursing Informatics' Contribution to One Health.Yearbook of medical informatics · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors.
Funding
Abstract
objectiveThe study sought to present the findings of a systematic review of studies involving secondary analyses of data coded with standardized nursing terminologies (SNTs) retrieved from electronic health records (EHRs). MATERIALS AND
methodsWe identified studies that performed secondary analysis of SNT-coded nursing EHR data from PubMed, CINAHL, and Google Scholar. We screened 2570 unique records and identified 44 articles of interest. We extracted research questions, nursing terminologies, sample characteristics, variables, and statistical techniques used from these articles. An adapted STROBE (Strengthening The Reporting of OBservational Studies in Epidemiology) Statement checklist for observational studies was used for reproducibility assessment.
resultsForty-four articles were identified. Their study foci were grouped into 3 categories: (1) potential uses of SNT-coded nursing data or challenges associated with this type of data (feasibility of standardizing nursing data), (2) analysis of SNT-coded nursing data to describe the characteristics of nursing care (characterization of nursing care), and (3) analysis of SNT-coded nursing data to understand the impact or effectiveness of nursing care (impact of nursing care). The analytical techniques varied including bivariate analysis, data mining, and predictive modeling. DISCUSSION: SNT-coded nursing data extracted from EHRs is useful in characterizing nursing practice and offers the potential for demonstrating its impact on patient outcomes.
conclusionsOur study provides evidence of the value of SNT-coded nursing data in EHRs. Future studies are needed to identify additional useful methods of analyzing SNT-coded nursing data and to combine nursing data with other data elements in EHRs to fully characterize the patient's health care experience.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.