{"title":"公共管理中的Twitter数据:近期学术综述","authors":"Q. Hu","doi":"10.1108/IJOTB-07-2018-0085","DOIUrl":null,"url":null,"abstract":"\nPurpose\nThe purpose of this paper is to highlight the importance of understanding, analyzing and managing big data in the field of public administration.\n\n\nDesign/methodology/approach\nIt discusses the unique attributes of Twitter data and proposes a text-mining and analysis framework for conducting research using data on social networking sites. Furthermore, this paper reviews recent scholarship that collected and analyzed Twitter data to address public administration or policy issues. It examines what research questions have been addressed through analyzing Twitter data and how researchers collected and analyzed Twitter data.\n\n\nFindings\nIt concludes that a more systematic process is needed for data collection, and more in-depth analysis is needed to better understand and utilize Twitter data for public administration.\n\n\nOriginality/value\nThis paper is one of the early attempts to synthesize and review the existing research that used Twitter data to address public administration issues.\n","PeriodicalId":35239,"journal":{"name":"International Journal of Organization Theory and Behavior","volume":"10 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2019-05-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":"{\"title\":\"Twitter data in public administration: a review of recent scholarship\",\"authors\":\"Q. Hu\",\"doi\":\"10.1108/IJOTB-07-2018-0085\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"\\nPurpose\\nThe purpose of this paper is to highlight the importance of understanding, analyzing and managing big data in the field of public administration.\\n\\n\\nDesign/methodology/approach\\nIt discusses the unique attributes of Twitter data and proposes a text-mining and analysis framework for conducting research using data on social networking sites. Furthermore, this paper reviews recent scholarship that collected and analyzed Twitter data to address public administration or policy issues. It examines what research questions have been addressed through analyzing Twitter data and how researchers collected and analyzed Twitter data.\\n\\n\\nFindings\\nIt concludes that a more systematic process is needed for data collection, and more in-depth analysis is needed to better understand and utilize Twitter data for public administration.\\n\\n\\nOriginality/value\\nThis paper is one of the early attempts to synthesize and review the existing research that used Twitter data to address public administration issues.\\n\",\"PeriodicalId\":35239,\"journal\":{\"name\":\"International Journal of Organization Theory and Behavior\",\"volume\":\"10 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-05-16\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"5\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Journal of Organization Theory and Behavior\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1108/IJOTB-07-2018-0085\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"Social Sciences\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Organization Theory and Behavior","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1108/IJOTB-07-2018-0085","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"Social Sciences","Score":null,"Total":0}
Twitter data in public administration: a review of recent scholarship
Purpose
The purpose of this paper is to highlight the importance of understanding, analyzing and managing big data in the field of public administration.
Design/methodology/approach
It discusses the unique attributes of Twitter data and proposes a text-mining and analysis framework for conducting research using data on social networking sites. Furthermore, this paper reviews recent scholarship that collected and analyzed Twitter data to address public administration or policy issues. It examines what research questions have been addressed through analyzing Twitter data and how researchers collected and analyzed Twitter data.
Findings
It concludes that a more systematic process is needed for data collection, and more in-depth analysis is needed to better understand and utilize Twitter data for public administration.
Originality/value
This paper is one of the early attempts to synthesize and review the existing research that used Twitter data to address public administration issues.
期刊介绍:
The International Journal of Organization Theory and Behavior brings together researchers and practitioners, both within and outside the United States, who are in the areas of organization theory, management, development, and behavior. This journal covers all private, public and not-for-profit organizations’ theories and behavior.