数据科学素养:面向公共管理项目中可访问和适应性强的数据科学技能发展的哲学

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY
Michael Overton, Stephen W. Kleinschmit
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引用次数: 7

摘要

由于信息技术的加速采用,公共行政正在努力应对实践中的重大转变。该领域需要新的技能、能力和教学方法来帮助克服数据技能差距。为了解决这些不足,我们引入了数据科学素养框架,这是一个将数据科学原理纳入公共管理计划的启发式框架。该框架表明,数据素养是专业实践转变的主导原则,对计算科学、统计方法和数据相关领域知识的理解进一步加强了这一原则。将新技能和现有技能结合到公共管理课程中,有助于实施这些原则并推进公共管理教育。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Data science literacy: Toward a philosophy of accessible and adaptable data science skill development in public administration programs
Public administration is struggling to contend with a substantial shift in practice fueled by the accelerating adoption of information technology. New skills, competencies and pedagogies are required by the field to help overcome the data-skills gap. As a means to address these deficiencies, we introduce the Data Science Literacy Framework, a heuristic for incorporating data science principles into public administration programs. The framework suggests that data literacy is the dominant principle underlying a shift in professional practice, accentuated by an understanding of computational science, statistical methodology, and data-adjacent domain knowledge. A combination of new and existing skills meshed into public administration curriculums help implement these principles and advance public administration education.
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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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