Homogeneity of corporate risk perceptions and systemic financial risk

The stability of the financial system is a worldwide concern that is crucial for economic well-being. Corporate risk perceptions reflecting firms’ assessments of potential threats are integral to understanding financial interconnectedness and systemic risk, yet this potential has not been uncovered. This study employs text mining of risk factor disclosures to extract the risks perceived by financial institutions and measure the homogeneity of their perceptions. Our findings indicate that post-crisis, risk perceptions among firms become more homogeneous, driven by heightened awareness of shared risks. Differences exist in intra-sector risk perception homogeneity across sectors, whereas a consistent rise in inter-sector homogeneity is observed. Greater perception homogeneity among financial institutions, as indicated by their network positions, is positively associated with higher systemic risk, irrespective of whether the risks are general or specific. However, the risk perception homogeneity can help mitigate systemic risk once a financial crisis occurs.

Authors

Institutions

Publication Details

Journal
Humanities and Social Sciences Communications
Published
2025-12-01
DOI
https://doi.org/10.1057/s41599-025-05881-x
Primary Topic
Banking stability, regulation, efficiency
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Homogeneity of corporate risk perceptions and systemic financial risk

Xiaohui Yuan, Qiwei Xie, Jingyu Li, Guowen Li
Humanities and Social Sciences Communications
Banking stability, regulation, efficiency
article

Homogeneity of corporate risk perceptions and systemic financial risk

Xiaohui Yuan, Qiwei Xie, Jingyu Li, Guowen Li
article en

Abstract

The stability of the financial system is a worldwide concern that is crucial for economic well-being. Corporate risk perceptions reflecting firms’ assessments of potential threats are integral to understanding financial interconnectedness and systemic risk, yet this potential has not been uncovered. This study employs text mining of risk factor disclosures to extract the risks perceived by financial institutions and measure the homogeneity of their perceptions. Our findings indicate that post-crisis, risk perceptions among firms become more homogeneous, driven by heightened awareness of shared risks. Differences exist in intra-sector risk perception homogeneity across sectors, whereas a consistent rise in inter-sector homogeneity is observed. Greater perception homogeneity among financial institutions, as indicated by their network positions, is positively associated with higher systemic risk, irrespective of whether the risks are general or specific. However, the risk perception homogeneity can help mitigate systemic risk once a financial crisis occurs.

Humanities and Social Sciences CommunicationsVol. 13(1)
Central University of Finance and Economics (CN), Beijing University of Technology (CN)
National Natural Science Foundation of China, Fundamental Research Funds for the Central Universities
Openalex Percentile: Top 54%
Banking stability, regulation, efficiency
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Homogeneity of corporate risk perceptions and systemic financial risk — Xiaohui Yuan, Qiwei Xie, et al. · Humanities and Social Sciences Communications (2025) | TGRS Research Map | TGRS