Suppr超能文献

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。

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

机构信息

(

出版信息

Perspect Health Inf Manag. 2020 Dec 7;18(Winter):1j. eCollection 2021 Winter.

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.

摘要

对大数据科学家的需求持续飙升,这使得雇主对新毕业生掌握大数据技能的要求更加迫切。如果毕业生所掌握的教育知识与产生结果所需的大数据工作场所技能之间存在差距,那么员工将无法满足雇主对大数据的需求。本调查研究了课堂中的大数据技能和工作场所中所需的大数据技能,以确定大数据科学家是否存在技能差距。在这项工作中,使用全国性的医疗保健专业人员调查收集数据。对参与者的回复进行了分析,以为课程开发提供信息,为学术界和招聘新数据人才的行业领导者提供有价值的信息。

相似文献

1
Big-Data Skills: Bridging the Data Science Theory-Practice Gap in Healthcare.
Perspect Health Inf Manag. 2020 Dec 7;18(Winter):1j. eCollection 2021 Winter.
2
Big Data Analytics in Healthcare: Investigating the Diffusion of Innovation.
Perspect Health Inf Manag. 2019 Jul 1;16(Summer):1a. eCollection 2019 Summer.
3
Unlocking the eHealth professionals' career pathways: A case of Gulf Cooperation Council countries.
Int J Med Inform. 2023 Feb;170:104914. doi: 10.1016/j.ijmedinf.2022.104914. Epub 2022 Nov 11.
4
Big Data: Why Should Canadian Nurse Leaders Care?
Nurs Leadersh (Tor Ont). 2019 Jun;32(2):19-30. doi: 10.12927/cjnl.2019.25964.
5
The Crossroads between Workforce and Education.
Perspect Health Inf Manag. 2016 Apr 1;13(Spring):1g. eCollection 2016.
6
An Experience-Centered Approach to Training Effective Data Scientists.
Big Data. 2019 Dec;7(4):249-261. doi: 10.1089/big.2019.0100.
7
Decision-Making based on Big Data Analytics for People Management in Healthcare Organizations.
J Med Syst. 2019 Jul 22;43(9):290. doi: 10.1007/s10916-019-1419-x.
8
How business schools lost their way.
Harv Bus Rev. 2005 May;83(5):96-104, 154.
10
Health Information Management Reimagined: Assessing Current Professional Skills and Industry Demand.
Perspect Health Inf Manag. 2020 Dec 7;18(Winter):1b. eCollection 2021 Winter.

引用本文的文献

1
Experiences in providing a community educational resource for the All of Us Researcher Workbench.
J Am Med Inform Assoc. 2024 Dec 1;31(12):2952-2957. doi: 10.1093/jamia/ocae226.
2
Brave New Healthcare: A Narrative Review of Digital Healthcare in American Medicine.
Cureus. 2023 Oct 4;15(10):e46489. doi: 10.7759/cureus.46489. eCollection 2023 Oct.
3
FROM NASA TO HEALTHCARE: REAL-TIME DATA ANALYTICS (MISSION CONTROL) IS RESHAPING HEALTHCARE SERVICES.
Perspect Health Inf Manag. 2021 Oct 1;18(4):1g. eCollection 2021 Fall.

本文引用的文献

1
The Role of Academia in Data Science Education.
Harv Data Sci Rev. 2020 Winter;2(1). doi: 10.1162/99608f92.dd363929. Epub 2020 Jan 31.
2
Using GRADE to reduce the theory-practice gap.
Nurse Educ Today. 2019 Mar;74:82-84. doi: 10.1016/j.nedt.2018.12.008. Epub 2018 Dec 27.
3
What is a theory-practice gap? An exploration of the concept.
Nurse Educ Pract. 2019 Jan;34:1-6. doi: 10.1016/j.nepr.2018.10.005. Epub 2018 Oct 13.
4
Mentoring undergraduate nursing students in research.
Nurs Educ Perspect. 2014 Jul-Aug;35(4):262-4. doi: 10.5480/11-555.1.
5
Systematic review of the application of the plan-do-study-act method to improve quality in healthcare.
BMJ Qual Saf. 2014 Apr;23(4):290-8. doi: 10.1136/bmjqs-2013-001862. Epub 2013 Sep 11.
6
Bridging the gap between research and practice: a continuing challenge.
Inj Prev. 2006 Dec;12(6):357-9. doi: 10.1136/ip.2006.014159.

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验