Clinical Decision Support System for Clinical Nurses' Decision Making on Nurse-to-Patient Assignment: A Scoping Review...20th World Congress on Medical and Health Informatics (MEDINFO), August 9-13, 2025, Taipei, Taiwan
The nurse-to-patient assignment (NPA) process is essential for delivering patient-centered care, yet it remains largely dependent on manual decisions by charge nurses due to its complexity. This scoping review, guided by the Arksey and O'Malley framework, examined Clinical Decision Support Systems (...
| Publicado en: | Studies in Health Technology & Informatics Vol. 329; pp. 1674 - 1676 |
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| Autores principales: | , |
| Formato: | proceedings research systematic review Journal Article |
| Publicado: |
Sage Publications Inc.
2025
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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=187335175&site=ehost-live header: @attributes: shortDbName: ccm uiTerm: 187335175 longDbName: CINAHL Complete uiTag: AN controlInfo: bkinfo: dissinfo: jinfo: jid: 09269630 U1V jtl: Studies in Health Technology & Informatics issn: 09269630 maglogo: N pubinfo: dt: 2025 vid: 329 pid: 344 pub: Sage Publications Inc. place: Thousand Oaks, California artinfo: ui: 187335175 187335175 187335175 10.3233/SHTI251158 187335175 ppf: 1674 ppct: 2 formats: tig: atl: Clinical Decision Support System for Clinical Nurses' Decision Making on Nurse-to-Patient Assignment: A Scoping Review...20th World Congress on Medical and Health Informatics (MEDINFO), August 9-13, 2025, Taipei, Taiwan aug: au: Hyunjeong KWON Dayoen LEE affil: College of Nursing, Keimyung University sug: subj: Decision Support Systems, Clinical Utilization Charge Nurses Decision Making Nurse-Patient Ratio Models, Statistical Algorithms Hospitals Human Congresses and Conferences Taiwan Taiwan Scoping Review Computer Simulation Patient Classification Continuity of Patient Care Workload Productivity Job Satisfaction Time Medline Embase CINAHL Database Descriptive Statistics Quality Improvement ab: The nurse-to-patient assignment (NPA) process is essential for delivering patient-centered care, yet it remains largely dependent on manual decisions by charge nurses due to its complexity. This scoping review, guided by the Arksey and O'Malley framework, examined Clinical Decision Support Systems (CDSSs) and optimization models applied to NPA. From 6,918 records, 16 studies were included. Identified optimization techniques included heuristic algorithms, mixed-integer programming, simulation models, Benders decomposition, and clustering methods. Key CDSS considerations involved patient acuity, continuity of care, workload equity, and spatial proximity. CDSS implementation showed positive outcomes, including improved workload distribution, enhanced nursing efficiency, and fairer assignments, contributing to greater nurse satisfaction and reduced overtime. pubtype: Academic Journal doctype: proceedings research systematic review Journal Article ougenre: Article language: English refInfo: holdings: @attributes: islocal: N |
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