TY - UNPB
T1 - Do Smartphones Transform Information Transmission in Financial Markets? Evidence from StockTwits
AU - Chen, Shuaiyu
AU - Gao, Yang
PY - 2023/12/1
Y1 - 2023/12/1
N2 - Information technologies have dramatically changed the way investors
gather, process, and share information. This paper investigates whether
smartphones, arguably the most important innovation in recent decades,
improve the efficiency of the information set of retail investors. We
exploit a pivotal feature of the StockTwits data, which reveals the
channel through which a tweet is posted---smartphone versus website.
Measuring investors' expectations using bullish and bearish tweets, we
find that only the smartphone expectation significantly predicts the
next-day stock returns. In addition, its predictive power comes mainly
from bullish tweets posted during trading hours, and it is informative
about the next-day financial news on corporate financing, marketing, and
investor relations. Leveraging text-mining techniques, we provide
within-stock-investor-time evidence on the positive effect of smartphone
use on tweet informativeness. When using smartphones, investors express
their opinions more assertively, use more risk-reward and
future-related words, and are more likely to cover topics appearing in
future news headlines. Our findings highlight the impact of smartphones
on information transmission in financial markets.
AB - Information technologies have dramatically changed the way investors
gather, process, and share information. This paper investigates whether
smartphones, arguably the most important innovation in recent decades,
improve the efficiency of the information set of retail investors. We
exploit a pivotal feature of the StockTwits data, which reveals the
channel through which a tweet is posted---smartphone versus website.
Measuring investors' expectations using bullish and bearish tweets, we
find that only the smartphone expectation significantly predicts the
next-day stock returns. In addition, its predictive power comes mainly
from bullish tweets posted during trading hours, and it is informative
about the next-day financial news on corporate financing, marketing, and
investor relations. Leveraging text-mining techniques, we provide
within-stock-investor-time evidence on the positive effect of smartphone
use on tweet informativeness. When using smartphones, investors express
their opinions more assertively, use more risk-reward and
future-related words, and are more likely to cover topics appearing in
future news headlines. Our findings highlight the impact of smartphones
on information transmission in financial markets.
KW - Smartphones
KW - social media
KW - retail investors
KW - information transmission
KW - text mining
U2 - 10.2139/ssrn.4642935
DO - 10.2139/ssrn.4642935
M3 - Working paper
BT - Do Smartphones Transform Information Transmission in Financial Markets? Evidence from StockTwits
ER -