Big Data as a Governance Mechanism

被引:175
|
作者
Zhu, Christina [1 ]
机构
[1] Univ Penn, Wharton Sch, 1320 Steinberg Hall,Dietrich Hall, Philadelphia, PA 19104 USA
来源
REVIEW OF FINANCIAL STUDIES | 2019年 / 32卷 / 05期
关键词
EFFICIENT CAPITAL-MARKETS; CORPORATE GOVERNANCE; PRIVATE INFORMATION; SHORT-SELLERS; STOCK-PRICES; CASH FLOW; INVESTMENT; EARNINGS; DISCLOSURE; DECISIONS;
D O I
10.1093/rfs/hhy081
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
This study empirically investigates two effects of alternative data availability: stock price informativeness and its disciplining effect on managers' actions. Recent computing advancements have enabled technology companies to collect real-time, granular indicators of fundamentals to sell to investment professionals. These data include consumer transactions and satellite images. The introduction of these data increases price informativeness through decreased information acquisition costs, particularly in firms in which sophisticated investors have higher incentives to uncover information. I document two effects on managers. First, managers reduce their opportunistic trading. Second, investment efficiency increases, consistent with price informativeness improving managers' incentives to invest and divest efficiently. Received June 1, 2017; editorial decision June 1, 2018 by Editor Wei Jiang. The Author has furnished an Internet Appendix, which is available on the Oxford University Press Web site next to the link to the final published paper online.
引用
收藏
页码:2021 / 2061
页数:41
相关论文
共 50 条
  • [31] Big data meets mechanism
    Nature Medicine, 2015, 21 : 673 - 673
  • [32] Data Governance Framework for Big Data Implementation with a Case of Korea
    Kim, Hee Yeong
    Cho, June-Suh
    2017 IEEE 6TH INTERNATIONAL CONGRESS ON BIG DATA (BIGDATA CONGRESS 2017), 2017, : 384 - 391
  • [33] Big data meets mechanism
    不详
    NATURE MEDICINE, 2015, 21 (07) : 673 - 673
  • [34] From big data to mechanism
    Vivek Swarup
    Daniel H. Geschwind
    Nature, 2013, 500 : 34 - 35
  • [35] A Model of Big Data-Based Governance: China's National Government Big Data Platform and an Analysis of Its Governance Competence
    Lin, Xi
    CHINESE POLITICAL SCIENCE REVIEW, 2025,
  • [36] National Governance Quotient: The Foundation of Big Data-based National Governance
    Jiang Bixin
    Shao Changmao
    SOCIAL SCIENCES IN CHINA, 2016, 37 (01) : 25 - 40
  • [37] Data Profiling Technology of Data Governance Regarding Big Data: Review and Rethinking
    Dai, Wei
    Wardlaw, Isaac
    Cui, Yu
    Mehdi, Kashif
    Li, Yanyan
    Long, Jun
    INFORMATION TECHNOLOGY: NEW GENERATIONS, 2016, 448 : 439 - 450
  • [38] Big Biological Data: Need for a Reorientation of the Governance Framework
    Demir, Esra
    2022 IEEE CONFERENCE ON COMPUTATIONAL INTELLIGENCE IN BIOINFORMATICS AND COMPUTATIONAL BIOLOGY (IEEE CIBCB 2022), 2022, : 279 - 285
  • [39] Digital twins, big data governance, and sustainable tourism
    Eko Rahmadian
    Daniel Feitosa
    Yulia Virantina
    Ethics and Information Technology, 2023, 25
  • [40] Appreciating the role of big data in the modernization of environmental governance
    Miaomiao LIU
    Bing ZHANG
    Jun BI
    Frontiers of Engineering Management, 2022, 9 (01) : 163 - 169