Can big data improve public policy analysis?

被引:7
作者
Shi, Jing [1 ]
Ai, Xiaoyan [1 ]
Cao, Ziyi [1 ]
机构
[1] Huazhong Univ Sci & Technol, Coll Publ Adm, Wuhan, Hubei, Peoples R China
来源
DG.O 2017: THE PROCEEDINGS OF THE 18TH ANNUAL INTERNATIONAL CONFERENCE ON DIGITAL GOVERNMENT RESEARCH: INNOVATIONS AND TRANSFORMATIONS IN GOVERNMENT | 2017年
关键词
Public policy; big data; policy analysis; data privacy; INFORMATION; PRIVACY; CYCLE;
D O I
10.1145/3085228.3085319
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
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.
引用
收藏
页码:552 / 561
页数:10
相关论文
共 71 条
[61]  
Stokey Edith., 1978, A Primer for Policy Analysis
[62]   Big Data and US Public Policy [J].
Stough, Roger ;
McBride, Dennis .
REVIEW OF POLICY RESEARCH, 2014, 31 (04) :339-342
[63]  
Tene Omer, 2013, NW J TECH INTELL PRO, V11, P239
[64]  
The White House, 2012, BIG DAT IS BIG DEAL
[65]  
Theodoulou S., 1995, Public policy: The essential readings
[66]   Improving public transport decision making, planning and operations by using Big Data Cases from Sweden and the Netherlands [J].
van Oort, Niels ;
Cats, Oded .
2015 IEEE 18TH INTERNATIONAL CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS, 2015, :19-24
[67]  
VEDUNG Evert, 2013, ROUTLEDGE HDB PUBLIC, P387
[68]   The Person-Event Data Environment: leveraging big data for studies of psychological strengths in soldiers [J].
Vie, Loryana L. ;
Griffith, Kevin N. ;
Scheier, Lawrence M. ;
Lester, Paul B. ;
Seligman, Martin E. P. .
FRONTIERS IN PSYCHOLOGY, 2013, 4
[69]   A Kind of Novel ITS Based on Space-Air-Ground Big-Data [J].
Xiong, Gang ;
Zhu, Fenghua ;
Dong, Xisong ;
Fan, Haisheng ;
Hu, Bin ;
Kong, Qing-jie ;
Kang, Wenwen ;
Teng, Teng .
IEEE INTELLIGENT TRANSPORTATION SYSTEMS MAGAZINE, 2016, 8 (01) :10-22
[70]  
Zickhur K., 2012, 3 QUARTERS SMARTPHON