Abstract:Evidence-based decision-making requires public policy making to be based on scientific evidence to help the government make scientific public policies, and scientific evidence is the core of evidence-based decision-making.With the development of big data technology,the acquisition of scientific evidence and the important value of big data to the formulation of public policy are increasingly concerned.How to effectively collect,analyze,mine and share data,improve the quality of public policy making,and make public policy making scientific,democratic and law-based is a very concerned issue for policy makers,researchers,the public and stakeholders.This paper reviews the big data era of evidence-based decisions applied research and practice,analyzes scientific evidence,the technology of data base and knowledge management decision-making,builds evidence-based decision analysis framework of big data era,and then analyzes the influence of the large data on evidence-based decision-making process.
魏景容. 大数据时代循证决策研究:一个分析框架[J]. 中国科技论坛, 2020(7): 24-32.
Wei Jingrong. Research on Evidence-Based Decision Making in the Era of Big Data: An Analytical Framework. , 2020(7): 24-32.
[1]郭巍青.政策制定的方法论:理性主义与反理性主义[J].中山大学学报 (社会科学版),2003 (2):39-45+123. [2]张云昊.循证政策的发展历程、内在逻辑及其建构路径[J].中国行政管理,2017 (11):73-78. [3]陈振明.政策科学——公共政策分析导论[M].北京:中国人民大学出版社,2003. [4]马小亮,樊春良.基于证据的政策:思想起源、发展和启示[J].科学学研究,2015,33 (3):353-362. [5]陈振明.政府治理变革的技术基础——大数据与智能化时代的政府改革述评[J].行政论坛,2015,22 (6):1-9. [6]LONGO J,DOBELL R.The limits of policy analytics:early examples and the emerging boundary of possibilities[J].Politics and governance,2018,6 (4),5-17. [7]李金昌.大数据与统计新思维[J].统计研究,2014,31 (1):10-17. [8]胡键.大数据与公共管理变革[J].行政论坛,2016,23 (6):6-12. [9]蔡翠红.国际关系中的大数据变革及其挑战[J].世界经济与政治,2014 (5):124-143+159-160. [10]DURRANT H,BARNETT J,REMPEL E S.Realising the benefits of integrated data for local policymaking:rhetoric versus reality[J].Politics and governance,2018,6 (4),18-28. [11]SEVERO M,FEREDJ A,ROMELE A.Soft data and public policy:can social media offer alternatives to official statistics in urban policymaking[J].Policy & internet,2016,8 (3):354-372. [12]张楠.公共衍生大数据分析与政府决策过程重构:理论演进与研究展望[J].中国行政管理,2015 (10):19-24. [13]范如国.公共管理研究基于大数据与社会计算的方法论革命[J].中国社会科学,2018 (9):74-91+205. [14]周志忍,李乐.循证决策:国际实践、理论渊源与学术定位[J].中国行政管理,2013 (12):23-27+43. [15]欧文·E·休斯.公共管理导论[M].张成福,马子博,译.北京:中国人民大学出版社,2015:86. [16]FANIE C.The politics of evidence-base policy making[J].Evaluation and program planning,2017,60:100-102. [17]POWER D J,CYPHERT D,ROTH R M.Analytics,bias,and evidence:the quest for rational decision making[J].Journal of decision systems,2019,28 (2):120-137. [18]GIEST S.Big data for policymaking:fad or fasttrack[J].Policy sciences,2017,50 (3):367-382. [19]SIVARAJAH U,WEERAKKODY V,WALLER P,et al.The role of e-participation and open data in evidence-based policy decision making in local government[J].Journal of organizational computing & electronic commerce,2016,26 (1-2):64-79. [20]BÉDARD P O.Understanding evidence and behavioral responses:future directions in evidence-based policy-making[J].Canadian public administration,2017,60 (3):443-446. [21]MAHLMANN L,REUMANN M,EVANGELATOS N,et al.Big data for public health policy-making:policy empowerment[J],Public health genomics,2017,20 (6):312-320. [22]YOSSY M,ORNA T,AMIR N,et al.From population databases to research and informed health decisions and policy[J].Frontiers in public health,2017,5:230. [23]李晓轩.基于证据的政策制定:中英比较研究[M].北京:科学出版社,2015:14. [24]Strategic Policy Making Team Cabinet Office.Professional Policy Making for the Twenty-first Century[EB/OL].http://dera.ioe.ac.uk/6320/. [25]涂子沛.大数据:正在到来的数据革命,以及它如何改变政府、商业与我们的生活[M].桂林:广西师范大学出版社,2015. [26]阿莱克斯·彭特兰.智慧社会:大数据与社会物理学[M].杭州:浙江人民出版社,2015:10. [27]汪波.大数据、民意形态变迁与数字协商民主[J].浙江社会科学,2015 (11):41-47+157. [28]郑毅.证析:大数据与基于证据的决策[M].北京:华夏出版社,2012:139. [29]夏书章.知识管理导论[M].武汉:武汉出版社,2003:145-146. [30]ANSELL C,GEYER R.Pragmatic complexity a new foundation for moving beyond evidence-based policy making[J].Policy studies,2017,38 (2):149-167. [31]DE PABLOS P O,MILTIADIS L.Knowledge management,innovation and big data:implications for sustainability,policy making and competitiveness[J].Sustainability,2018,10 (6):2073. [32]王春福.大数据与公共政策的双重风险及其规避[J].理论探讨,2017 (2):39-43. [33]段忠贤,沈昊天,吴艳秋.大数据驱动型政府决策:要素、特征与模式[J].电子政务,2018 (2):45-52. [34]MARTIJN P,MEYER E T,RALPH S.Big data for policymaking:great expectations,but with limited progress[J].Policy & internet,2018,10 (3):347-367. [35]陈庆云.公共政策分析[M].北京:北京大学出版社,2011:95-96. [36]王绍光,樊鹏.中国式共识型决策: “开门”与 “磨合”[M].北京:中国人民大学出版社,2013:106. [37]关晓斌,伍聪.大数据背景下的高校新型智库信息支持平台构建研究[J].高教探索,2017 (2):37-41. [38]薛澜,赵静.转型期公共政策过程的适应性改革及局限[J].中国社会科学,2017 (9):45-67+206. [39]CLARKE A,MARGETTS H.Governments and citizens getting to know each other open,closed,and big data in public management reform[J].Policy and internet,2014 (6):4. [40]石婧,艾小燕,操子宜.大数据是否能改进公共政策分析?——基于系统文献综述的研究[J].情报杂志,2018,37 (2):161-168+121. [41]托马斯·R·戴伊.理解公共政策[M].彭勃,译.北京:华夏出版社,2004:29-30. [42]王绍光.中国公共政策议程设置的模式[J].开放时代,2008(2):42-56. [43]曹光煜,傅昌波.新互联网对公共决策的影响及对策建议[J].中国行政管理,2015 (12):109-112. [44]殷杰,胡敏.重建社会科学的公共政策维度[J].湖南社会科学,2017 (2):38-44. [45]钱再见.现代公共政策学[M].南京:南京师范大学出版社,2007:311-312,329. [46]周耀林,常大伟.面向政府决策的大数据资源规划模型研究[J].情报理论与实践,2018,41 (8):42-47. [47]胡税根,单立栋,徐靖芮.基于大数据的智慧公共决策特征研究[J].浙江大学学报 (人文社会科学版),2015,45 (3):5-15. [48]詹姆斯·E·安德森.公共政策制定[M].谢明,译.北京:中国人民大学出版社,2009:143. [49]BRIGHT J,MARGETTS H.Big data and public policy:can it succeed where E-participation has failed[J].Policy & internet,2016,8 (3):218-224.