大数据革命的竞争视角：公共政策应用的类型学

IF 3.3 3区经济学 Q1 DEVELOPMENT STUDIES

Journal of Economic Policy Reform Pub Date : 2022-08-07 DOI:10.1080/17487870.2022.2103701

W. Wong, Charles C. Hinnant

{"title":"大数据革命的竞争视角：公共政策应用的类型学","authors":"W. Wong, Charles C. Hinnant","doi":"10.1080/17487870.2022.2103701","DOIUrl":null,"url":null,"abstract":"ABSTRACT While the Big Data revolution is transforming public policy, some debates and competing perspectives on the impact of the disruptive technology of Big Data analytics remain. Although trade-offs among objectives are inevitable in Big Data applications, its ultimate impact would depend on the moderating factors, which vary across contexts such as policy areas and national systems. Integrating the literature from multiple disciplines, this article identifies some of the critical moderating factors accounting for the differentials of Big Data impacts and develops a typology of its applications in public policy as a heuristic to understand and reconcile competing perspectives.","PeriodicalId":51737,"journal":{"name":"Journal of Economic Policy Reform","volume":"26 1","pages":"268 - 282"},"PeriodicalIF":3.3000,"publicationDate":"2022-08-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"Competing perspectives on the Big Data revolution: a typology of applications in public policy\",\"authors\":\"W. Wong, Charles C. Hinnant\",\"doi\":\"10.1080/17487870.2022.2103701\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"ABSTRACT While the Big Data revolution is transforming public policy, some debates and competing perspectives on the impact of the disruptive technology of Big Data analytics remain. Although trade-offs among objectives are inevitable in Big Data applications, its ultimate impact would depend on the moderating factors, which vary across contexts such as policy areas and national systems. Integrating the literature from multiple disciplines, this article identifies some of the critical moderating factors accounting for the differentials of Big Data impacts and develops a typology of its applications in public policy as a heuristic to understand and reconcile competing perspectives.\",\"PeriodicalId\":51737,\"journal\":{\"name\":\"Journal of Economic Policy Reform\",\"volume\":\"26 1\",\"pages\":\"268 - 282\"},\"PeriodicalIF\":3.3000,\"publicationDate\":\"2022-08-07\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Economic Policy Reform\",\"FirstCategoryId\":\"96\",\"ListUrlMain\":\"https://doi.org/10.1080/17487870.2022.2103701\",\"RegionNum\":3,\"RegionCategory\":\"经济学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"DEVELOPMENT STUDIES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Economic Policy Reform","FirstCategoryId":"96","ListUrlMain":"https://doi.org/10.1080/17487870.2022.2103701","RegionNum":3,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"DEVELOPMENT STUDIES","Score":null,"Total":0}

引用次数: 2

摘要

虽然大数据革命正在改变公共政策，但关于大数据分析的颠覆性技术的影响，一些争论和相互竞争的观点仍然存在。尽管在大数据应用中，目标之间的权衡是不可避免的，但其最终影响将取决于调节因素，这些因素因政策领域和国家系统等背景而异。本文整合了多个学科的文献，确定了造成大数据影响差异的一些关键调节因素，并开发了大数据在公共政策中的应用类型，作为理解和调和竞争观点的启发式方法。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

查看原文本刊更多论文

Competing perspectives on the Big Data revolution: a typology of applications in public policy

ABSTRACT While the Big Data revolution is transforming public policy, some debates and competing perspectives on the impact of the disruptive technology of Big Data analytics remain. Although trade-offs among objectives are inevitable in Big Data applications, its ultimate impact would depend on the moderating factors, which vary across contexts such as policy areas and national systems. Integrating the literature from multiple disciplines, this article identifies some of the critical moderating factors accounting for the differentials of Big Data impacts and develops a typology of its applications in public policy as a heuristic to understand and reconcile competing perspectives.

求助全文

通过发布文献求助，成功后即可免费获取论文全文。去求助

来源期刊

Journal of Economic Policy Reform Multiple-

CiteScore

6.60

自引率

0.00%

发文量

期刊介绍： The Journal of Economic Policy Reform focuses on the analysis of economic policy reform. The journal draws upon what lessons can be learned from the successes and failures of countries undertaking reforms and how existing theories can be developed to shed light on positive as well as normative aspects of the reform process. The Journal of Economic Policy Reform encourages work from economists and political economy analysts on policies to promote growth and reduce poverty, intellectual property rights, aid versus trade, debt and debt relief, taxation and social security systems, surveys of key reform issues, as well as on corruption, democracy, emerging markets and the role of multilateral institutions.