Can big data improve public policy analysis?

Jing Shi, Xiaoyan Ai, Ziyi Cao
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引用次数: 5

Abstract

We conduct a systematic review targeting the idea of whether big data can improve public policy analysis. The ideas about the benefits and risks of applying big data technologies on public policy analysis are summarized. Big data can provide accurate, proactive, and participatory policy analysis but at the same time it raises risks in data privacy, data misuse and bias, and inequality. We then examine the detailed implementation of big data in each public policy stage. The experiments or practical applications from the relevant literature demonstrate how exactly big data is used to improve policy analysis. This study will guide governments on adopting big data for public policy analysis.
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大数据能改善公共政策分析吗?
我们针对大数据是否可以改善公共政策分析的想法进行了系统的回顾。总结了将大数据技术应用于公共政策分析的利弊。大数据可以提供准确、主动和参与性的政策分析,但同时也增加了数据隐私、数据滥用和偏见以及不平等的风险。然后,我们研究了大数据在每个公共政策阶段的具体实施情况。相关文献中的实验或实际应用证明了如何准确地使用大数据来改进政策分析。本研究将指导各国政府采用大数据进行公共政策分析。
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