A Horse Race of Machine‐Learning Methods to Predict Banking Crises
ABSTRACT To examine if one machine‐learning model can consistently elucidate financial vulnerabilities, both over time and across levels of development, this paper applies 13 machine‐learning algorithms to evaluate comparative forecasting performance across several banking crises.
Emile du Plessis
wiley +1 more source
Unravelling trends, patterns and intellectual structure of research on bankruptcy in SMEs: A bibliometric assessment and visualisation. [PDF]
Rashid U +4 more
europepmc +1 more source
Striking for a Just Transition? North American Auto Unions and the Electric Vehicle Transition
ABSTRACT Decarbonization heightens risks for workers, but union strategies shape how these risks are managed and whether new jobs offer quality employment. This paper compares U.S. and Canadian auto unions during the 2023 Detroit Three bargaining, focusing on strategic capacities and internal politics to explain their divergent responses to the EV ...
Mathieu Dupuis, Ian Greer, Dongwoo Park
wiley +1 more source
Early warning strategies for corporate operational risk: A study by an improved random forest algorithm using FCM clustering. [PDF]
Fang X.
europepmc +1 more source
Trade Exposure and the Decline in Collective Bargaining: Evidence From Germany
ABSTRACT We analyze how rising trade exposure from China and Eastern Europe affected collective bargaining coverage in German plants from 1996 to 2008. Using cross‐industry variation in trade exposure and instrumenting with trade flows from other high‐income countries, we find that higher import exposure increased the likelihood that plants exited ...
Daniel Baumgarten, Sybille Lehwald
wiley +1 more source
Big data in financial risk management: evidence, advances, and open questions: a systematic review. [PDF]
Theodorakopoulos L +2 more
europepmc +1 more source
Bankruptcy Experience and Corporate Hedging
ABSTRACT We examine whether managers’ prior exposure to corporate bankruptcy shapes corporate risk‐management policies. Using detailed executive employment histories and hand‐collected derivative disclosures for a large sample of US public firms, we find that firms led by bankruptcy‐experienced (BE) CEOs are more likely to use cash‐flow hedges and ...
Taoran Guo, Abe de Jong, Lubna Rahman
wiley +1 more source
Anticipating the economic resilience of dental practices in crises: a machine learning approach. [PDF]
Radoi D, Curavale D, Pituru SM.
europepmc +1 more source
When attentive insider trading matters: Evidence from government investment
Abstract We examine whether insiders can exploit public information to increase their trading profitability. By exploiting, as a quasi‐natural experiment, the Bipartisan Infrastructure Law (BIL), announced in the U.S. in March 2021 and implemented in November 2021, we provide evidence that insiders earn higher profits when government investment plans ...
Dimitris Petmezas +3 more
wiley +1 more source
Twenty years of genome-wide association studies: Health translation challenges and AI opportunities. [PDF]
Huang J, McLean GR, Franke A.
europepmc +1 more source

