Decision-Making based on Big Data Analytics for People Management in Healthcare Organizations

被引:60
|
作者
Sousa, Maria Jose [1 ]
Pesqueira, Antonio Miguel [2 ]
Lemos, Carlos [3 ]
Sousa, Miguel [4 ]
Rocha, Alvaro [5 ]
机构
[1] ISCTE Inst Univ Lisboa, Lisbon, Portugal
[2] Takeda, Zurich, Switzerland
[3] Univ Lisbon, Fac Med, Lisbon, Portugal
[4] Univ Essex, Colchester, Essex, England
[5] Univ Coimbra, Coimbra, Portugal
关键词
Decision-making; Leaders; Healthcare organizations; Big data; Analytics; Outcomes; Business intelligence; Prisma methodology; KNOWLEDGE; VISUALIZATION; RECORD; ERA;
D O I
10.1007/s10916-019-1419-x
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
Big data analytics enables large-scale data sets integration, supporting people management decisions, and cost-effectiveness evaluation of healthcare organizations. The purpose of this article is to address the decision-making process based on big data analytics in Healthcare organizations, to identify main big data analytics able to support healthcare leaders' decisions and to present some strategies to enhance efficiency along the healthcare value chain. Our research was based on a systematic review. During the literature review, we will be presenting as well the different applications of big data in the healthcare context and a proposal for a predictive model for people management processes. Our research underlines the importance big data analytics can add to the efficiency of the decision-making process, through a predictive model and real-time analytics, assisting in the collection, management, and integration of data in healthcare organizations.
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收藏
页数:10
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