On the Capital Market Consequences of Big Data: Evidence from Outer Space

9th Miami Behavioral Finance Conference 2018

56 Pages Posted: 15 Mar 2019 Last revised: 7 Nov 2022

See all articles by Zsolt Katona

Zsolt Katona

University of California, Berkeley - Haas School of Business

Marcus Painter

Saint Louis University - Department of Finance

Panos N. Patatoukas

Berkeley Haas

Jean (Jieyin) Zeng

National University of Singapore (NUS) - NUS Business School

Date Written: July 30, 2018

Abstract

We use the introduction of satellite coverage of major retailers to study the capital market implications of unequal access to big data. Our evidence shows that the introduction of satellite data led to more informed short-selling activity, less informed individual buying activity, and lower stock liquidity ahead of the quarterly reports of retailers with satellite coverage. We also find that the introduction of satellite data had no detectable effect on price discovery prior to the public disclosure of retailer performance. We conclude that unequal access to big data can increase information asymmetry among market participants without necessarily enhancing price discovery.

Keywords: Alternative Data; Satellite Imagery; Price Discovery; Information Asymmetry; Individual Trading

JEL Classification: G12, G14, G23

Suggested Citation

Katona, Zsolt and Painter, Marcus and Patatoukas, Panos N. and Zeng, Jean, On the Capital Market Consequences of Big Data: Evidence from Outer Space (July 30, 2018). 9th Miami Behavioral Finance Conference 2018, Available at SSRN: https://ssrn.com/abstract=3222741 or http://dx.doi.org/10.2139/ssrn.3222741

Zsolt Katona

University of California, Berkeley - Haas School of Business ( email )

545 Student Services Building, #1900
2220 Piedmont Avenue
Berkeley, CA 94720
United States

Marcus Painter

Saint Louis University - Department of Finance ( email )

Saint Louis, MO
United States

Panos N. Patatoukas (Contact Author)

Berkeley Haas ( email )

545 Student Services Building, #1900
2220 Piedmont Avenue
Berkeley, CA 94720
United States

HOME PAGE: http://https://sites.google.com/berkeley.edu/panos

Jean Zeng

National University of Singapore (NUS) - NUS Business School ( email )

Do you have negative results from your research you’d like to share?

Paper statistics

Downloads
3,285
Abstract Views
13,869
Rank
6,426
PlumX Metrics