The Use of Crowdsourcing and Social Media in Accounting Research

被引:4
作者
Ku, Chih-Hao [1 ]
Firoozi, Maryam [2 ]
机构
[1] Cleveland State Univ, Lawrence Technol Univ, Cleveland, OH 44115 USA
[2] Carleton Univ, Ottawa, ON, Canada
关键词
crowdsourcing; social media; Amazon Mechanical Turk; accounting research; data processing; information visualization; BIG DATA; SENTIMENT ANALYSIS; MECHANICAL TURK; INFORMATION; TWITTER; DISAGGREGATION; INTERACTIVITY; PERCEPTIONS; JUDGMENTS; MATTERS;
D O I
10.2308/isys-51978
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
In this study, we investigate the use of crowdsourcing websites in accounting research. Our analysis shows that the use of crowdsourcing in accounting research is relatively low, and these websites have been mainly used to collect data through surveys and for conducting experiments. Next, we compare and discuss papers related to crowdsourcing in the accounting area with research in computer science (CS) and information systems (IS), which are more advanced in using crowdsourcing websites. We then focus on Amazon Mechanical Turk as one of the most widely used crowdsourcing websites in academic research to investigate what type of tasks can be done through this platform. Based on our task analysis, one of the areas in accounting research that can benefit from crowdsourcing websites is research on social media content. Therefore, we then discuss how research in CS, IS, and crowdsourcing websites can help researchers improve their work on social media.
引用
收藏
页码:85 / 111
页数:27
相关论文
共 104 条
[31]   "Without the Clutter of Unimportant Words": Descriptive Keyphrases for Text Visualization [J].
Chuang, Jason ;
Manning, Christopher D. ;
Heer, Jeffrey .
ACM TRANSACTIONS ON COMPUTER-HUMAN INTERACTION, 2012, 19 (03)
[32]   How Hierarchical Topics Evolve in Large Text Corpora [J].
Cui, Weiwei ;
Liu, Shixia ;
Wu, Zhuofeng ;
Wei, Hao .
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, 2014, 20 (12) :2281-2290
[33]  
Dai J, 2017, J INF SYST, V31, P5, DOI 10.2308/isys-51804
[34]   The Governance Effect of the Media's News Dissemination Role: Evidence from Insider Trading [J].
Dai, Lili ;
Parwada, Jerry T. ;
Zhang, Bohui .
JOURNAL OF ACCOUNTING RESEARCH, 2015, 53 (02) :331-366
[35]   Swapping bricks for clicks: Crowdsourcing longitudinal data on Amazon Turk [J].
Daly, Timothy M. ;
Nataraajan, Rajan .
JOURNAL OF BUSINESS RESEARCH, 2015, 68 (12) :2603-2609
[36]   Betwixt and Between? Bringing Information Systems and Accounting Systems Research Together [J].
Debreceny, Roger S. .
JOURNAL OF INFORMATION SYSTEMS, 2011, 25 (02) :1-9
[37]   Mobile crowdsourcing: four experiments on platforms and tasks [J].
Della Mea, Vincenzo ;
Maddalena, Eddy ;
Mizzaro, Stefano .
DISTRIBUTED AND PARALLEL DATABASES, 2015, 33 (01) :123-141
[38]   THE DUALITY OF EMPOWERMENT AND MARGINALIZATION IN MICROTASK CROWDSOURCING: GIVING VOICE TO THE LESS POWERFUL THROUGH VALUE SENSITIVE DESIGN [J].
Deng, Xuefei ;
Joshi, K. D. ;
Galliers, Robert D. .
MIS QUARTERLY, 2016, 40 (02) :279-+
[39]   The Current State and Future Direction of IT Audit: Challenges and Opportunities [J].
Dzuranin, Ann C. ;
Malaescu, Irina .
JOURNAL OF INFORMATION SYSTEMS, 2016, 30 (01) :7-20
[40]   Efficacy of Social Media Utilization by Public Accounting Firms: Findings and Directions for Future Research [J].
Eschenbrenner, Brenda ;
Nah, Fiona Fui-Hoon ;
Telaprolu, Venkata Rajasekhar .
JOURNAL OF INFORMATION SYSTEMS, 2015, 29 (02) :5-21