Big-Data Skills: Bridging the Data Science Theory-Practice Gap in Healthcare.

Diane Dolezel, Alexander McLeod
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引用次数: 0

Abstract

Demand for big-data scientists continues to escalate driving a pressing need for new graduates to be more fluent in the big-data skills needed by employers. If a gap exists between the educational knowledge held by graduates and big data workplace skills needed to produce results, workers will be unable to address the big data needs of employers. This survey explores big-data skills in the classroom and those required in the workplace to determine if a skills gap exists for big-data scientists. In this work, data was collected using a national survey of healthcare professionals. Participant responses were analyzed to inform curriculum development, providing valuable information for academics and the industry leaders who hire new data talent.

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大数据技能:弥合医疗保健领域数据科学理论与实践之间的差距。
对大数据科学家的需求持续上升,迫切需要应届毕业生更流利地掌握雇主所需的大数据技能。如果毕业生所掌握的教育知识与产生成果所需的大数据工作技能之间存在差距,那么工人将无法满足雇主的大数据需求。本调查探讨了课堂上的大数据技能和工作场所所需的技能,以确定大数据科学家是否存在技能差距。在这项工作中,我们通过对医疗保健专业人员进行全国性调查来收集数据。对参与者的回答进行了分析,以便为课程开发提供信息,为学术界和聘用新数据人才的行业领导者提供有价值的信息。
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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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