评估大数据分析对加纳北部医院临床和运营决策的影响

IF 1.4 Q2 SOCIAL SCIENCES, INTERDISCIPLINARY
Alhassan Shaibu
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引用次数: 0

摘要

本研究旨在评估大数据分析对加纳医院临床和运营决策的影响,特别侧重于北部地区的Tamale中心医院(TCH)、Tamale西部医院(TWH)和Tamale教学医院(TTH)。评估大数据分析如何影响加纳医院的临床和运营决策。本研究采用定性研究方法。本研究采用DOI作为指导研究的框架。本研究采用有目的的抽样技术,选择十五(15)名参与者进行访谈,使用带有开放式问题的访谈指南。通过这些访谈和实地记录收集原始数据,然后通过专题内容分析进行分析。研究发现,加纳选定的医院主要使用电子病历进行数据收集和存储,对决策的利用程度各不相同。研究还发现,通过电子病历获取对临床实践产生了积极影响,但也存在一些挑战。此外,它还发现各医院在数据安全和合规性方面的方法各不相同。该研究进一步发现,电子病历改变了医疗保健数据管理,但在数据集成、资源和安全性方面仍然存在挑战。据我所知,这项研究是第一个评估大数据分析对加纳医院临床和运营决策影响的研究。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Evaluating the Effects of Big Data Analytics on Clinical and Operational Decision-Making in Hospitals in Northern Ghana

This study aims to evaluate the influence of big data analytics on clinical and operational decision-making in Ghanaian hospitals, with particular emphasis on the Tamale Central Hospital (TCH), Tamale West Hospital (TWH), and Tamale Teaching Hospital (TTH) in the northern region. To assess how big data analytics affected clinical and operational decision-making in Ghanaian hospitals. This study used a qualitative research approach. The study adopted the DOI as the framework to guide the study. The study used a purposive sampling technique to select fifteen (15) participants for interviews using an interview guide with open-ended questions. Primary data was gathered through these interviews and field notes and then analyzed via thematic content analysis. The study found that the selected hospitals in Ghana primarily use EHRs for data collection and storage, with varying levels of utilization for decision-making. It also found positive impacts on clinical practice through EHR access, but there are some challenges. Additionally, it found varying approaches to data security and compliance among hospitals. The study further found that EHRs transform healthcare data management while challenges remain regarding data integration, resources, and security. To the best of my knowledge, this research is the first to assess the impact of big data analytics in Ghanaian hospitals on clinical and operational decision-making.

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来源期刊
CiteScore
3.60
自引率
15.40%
发文量
51
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