医疗保健中的大数据分析:研究创新的扩散。

Q3 Medicine
Diane Dolezel, Alexander McLeod
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引用次数: 0

摘要

数据科学家的短缺限制了大数据分析在医疗机构的实施。这项调查研究探索了大数据工具和技术的使用,通过创新扩散理论考察了数据科学家的供需差距,建议让学者参与进来加速知识传播,并建议采用课程建设模式。在这项研究中,数据是通过对医疗保健管理人员的全国性调查收集的。研究结果提供了关于工作场所使用的大数据工具和技术技能的实用数据。这些信息对医疗保健组织、学术界和行业领袖来说很有价值,他们合作实施内容交付和体验式学习所需的基础设施。它为致力于重新设计课程以专注于大数据分析的学者们提供了信息。本文介绍了许多为构建知识提供指导的资源。讨论了未来的研究方向。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Big Data Analytics in Healthcare: Investigating the Diffusion of Innovation.

Big Data Analytics in Healthcare: Investigating the Diffusion of Innovation.

The shortage of data scientists has restricted the implementation of big data analytics in healthcare facilities. This survey study explores big data tool and technology usage, examines the gap between the supply and the demand for data scientists through Diffusion of Innovations theory, proposes engaging academics to accelerate knowledge diffusion, and recommends adoption of curriculum-building models. For this study, data were collected through a national survey of healthcare managers. Results provide practical data on big data tool and technology skills utilized in the workplace. This information is valuable for healthcare organizations, academics, and industry leaders who collaborate to implement the necessary infrastructure for content delivery and for experiential learning. It informs academics working to reengineer their curriculum to focus on big data analytics. The paper presents numerous resources that provide guidance for building knowledge. Future research directions are discussed.

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来源期刊
CiteScore
1.90
自引率
0.00%
发文量
0
期刊介绍: Perspectives in Health Information Management is a scholarly, peer-reviewed research journal whose mission is to advance health information management practice and to encourage interdisciplinary collaboration between HIM professionals and others in disciplines supporting the advancement of the management of health information. The primary focus is to promote the linkage of practice, education, and research and to provide contributions to the understanding or improvement of health information management processes and outcomes.
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