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在实验室工作流程中利用数据分析和商业智能工具。

Utilizing Data Analytics And Business Intelligence Tools In Laboratory Workflow.

作者信息

Mansoor Ibrahim, Dar Farhan Javed

机构信息

Consultant Pathology, Department of Pathology, Laboratory Medicine & Blood Bank. International Medical Center, Jeddah, Saudi Arabia.

Consultant Clinical Pathology, Department of Pathology, Laboratory Medicine & Blood Bank. International Medical Center, Jeddah, Saudi Arabia.

出版信息

EJIFCC. 2024 Apr 11;35(1):34-43. eCollection 2024 Apr.

Abstract

A business intelligence (BI) tool in a laboratory workflow offers various benefits, including data consolidation, real-time monitoring, process optimization, cost analysis, performance benchmarking (quality indicators), predictive analytics, compliance reporting, and decision support. These tools improve operational efficiency, quality control, inventory management, cost analysis, and clinical decision-making. This write up reveals the workflow process and implementation of BI in a private hospital laboratory. By identifying challenges and overcoming them, laboratories can utilize the power of BI and analytics solutions to accelerate healthcare performance, lower costs, and improve care quality. We used navify (Viewics) as a BI platform which relies on an infinity data warehouse for analytics and dashboards. We applied it for pre-analytic, analytic and post-analytic phases in laboratory. We conclude, digitalization is crucial for innovation and competitiveness, enhancing productivity, efficiency, and flexibility in future laboratories.

摘要

实验室工作流程中的商业智能(BI)工具具有多种优势,包括数据整合、实时监控、流程优化、成本分析、性能基准测试(质量指标)、预测分析、合规报告以及决策支持。这些工具可提高运营效率、质量控制、库存管理、成本分析以及临床决策水平。本文阐述了私立医院实验室中BI的工作流程及实施情况。通过识别并克服挑战,实验室可以利用BI和分析解决方案的力量来加速医疗绩效提升、降低成本并提高护理质量。我们使用Navify(Viewics)作为BI平台,该平台依赖无限数据仓库进行分析和创建仪表板。我们将其应用于实验室的分析前、分析中和分析后阶段。我们得出结论,数字化对于创新和竞争力至关重要,它能提升未来实验室的生产力、效率和灵活性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4c53/11063783/ccc30f46a0f2/ejifcc-35-034-g001.jpg

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