Big Data as a Governance Mechanism

被引:214
作者
Zhu, Christina [1 ]
机构
[1] Univ Penn, Wharton Sch, 1320 Steinberg Hall,Dietrich Hall, Philadelphia, PA 19104 USA
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 111 条
[1]   The "Wall Street Walk" and Shareholder Activism: Exit as a Form of Voice [J].
Admati, Anat R. ;
Pfleiderer, Paul .
REVIEW OF FINANCIAL STUDIES, 2009, 22 (07) :2645-2685
[2]   VIABLE ALLOCATIONS OF INFORMATION IN FINANCIAL-MARKETS [J].
ADMATI, AR ;
PFLEIDERER, P .
JOURNAL OF ECONOMIC THEORY, 1987, 43 (01) :76-115
[3]   Learning from Prices: Public Communication and Welfare [J].
Amador, Manuel ;
Weill, Pierre-Olivier .
JOURNAL OF POLITICAL ECONOMY, 2010, 118 (05) :866-907
[4]  
[Anonymous], BLOOMBERG
[5]  
[Anonymous], BIG DAT RAC CURR TRE
[6]  
[Anonymous], ALT DAT INV DEC TOD
[7]  
[Anonymous], ALT DAT APPL CAS STU
[8]  
[Anonymous], 2017, The New York Times
[9]  
[Anonymous], 2017, WORKING PAPER
[10]  
[Anonymous], BLOOMBERG