TY - JOUR
T1 - Adaptive Heuristics That (Could) Fit
T2 - Information Search and Communication Patterns in an Online Forum of Investors Under Market Uncertainty
AU - Casnici, Niccolò
AU - Castellani, Marco
AU - Squazzoni, Flaminio
AU - Testa, Manuela
AU - Dondio, Pierpaolo
N1 - Publisher Copyright:
© The Author(s) 2018.
PY - 2019/12/1
Y1 - 2019/12/1
N2 - This article examines information-search heuristics and communication patterns in an online forum of investors during a period of market uncertainty. Global connections, real-time communication, and technological sophistication have created an unpredictable market environment. As such, investors try to deal with semantic, strategic, and operational uncertainty by following heuristics that reduce information redundancy. In this study, we have tried to find traces of cognitive communication heuristics in a large-scale data set including 8 years of online posts (2004–2012) for a forum of Italian investors. We identified various market volatility conditions on a daily basis to understand the influence of market uncertainty on cognitive and communication processes. We found that investors communicated more dynamically when the market was unstable, while they were more prone to anchor heuristic when market uncertainty was invariant. Furthermore, abnormal market trends triggered more availability-based communication patterns. We also found that expertise matters. This would suggest that online communities need intelligent, context-specific tools to support partner selection and stimulate nonredundant communication.
AB - This article examines information-search heuristics and communication patterns in an online forum of investors during a period of market uncertainty. Global connections, real-time communication, and technological sophistication have created an unpredictable market environment. As such, investors try to deal with semantic, strategic, and operational uncertainty by following heuristics that reduce information redundancy. In this study, we have tried to find traces of cognitive communication heuristics in a large-scale data set including 8 years of online posts (2004–2012) for a forum of Italian investors. We identified various market volatility conditions on a daily basis to understand the influence of market uncertainty on cognitive and communication processes. We found that investors communicated more dynamically when the market was unstable, while they were more prone to anchor heuristic when market uncertainty was invariant. Furthermore, abnormal market trends triggered more availability-based communication patterns. We also found that expertise matters. This would suggest that online communities need intelligent, context-specific tools to support partner selection and stimulate nonredundant communication.
KW - cognitive heuristics
KW - communication
KW - financial markets
KW - online investors
KW - uncertainty
UR - https://www.scopus.com/pages/publications/85059321589
U2 - 10.1177/0894439318794412
DO - 10.1177/0894439318794412
M3 - Article
AN - SCOPUS:85059321589
SN - 0894-4393
VL - 37
SP - 734
EP - 749
JO - Social Science Computer Review
JF - Social Science Computer Review
IS - 6
ER -