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Early Warning System for Bankruptcy: Bankruptcy Prediction
, 2012 The recent bankruptcies of large joint stock companies in U.S. and Europe shook investors across the world and underlined the importance of failure prediction both in academia and industry. It now seems more necessary than ever to develop early warning systems that can help to prevent or avert corporate default.
openaire +3 more sources
Corporate Social Responsibility and Environmental Management, EarlyView.ABSTRACT This study examines how macroeconomic and firm‐level financial factors shape environmental, social and governance (ESG) disclosures across different institutional environments. The study utilises 41,060 firm‐year observations from 14 developed and emerging economies covering the period 2015–2024.
Okan Garip, Talha Gezgin
wiley +1 more source
Personal Bankruptcy and the Level of Entrepreneurial Activity [PDF]
The U.S. personal bankruptcy system functions as a bankruptcy system for small businesses as well as consumers, because debts of non-corporate firms are personal liabilities of the firms' owners.
Wei Fan, Michelle J. White
core +2 more sources
Predicting Bankruptcy with Support Vector Machines [PDF]
The purpose of this work is to introduce one of the most promising among recently developed statistical techniques – the support vector machine (SVM) – to corporate bankruptcy analysis.
Rouslan A. Moro +2 more
core
Corporate Social Responsibility and Environmental Management, EarlyView.ABSTRACT This study develops a financial materiality‐oriented measure of ESG disclosure and examines how sustainability disclosures respond to evolving regulatory frameworks. Focusing on listed food and beverage firms in Japan from 2020 to 2024, we apply the Text Match Pretrained Transformer (TMPT) to assess the semantic relevance between disclosures ...
Siyu Shen +5 more
wiley +1 more source
Industry characteristic of bankruptcy prediction models appliance
Стратегические решения и риск-менеджмент, 2018 The aim of the research is to develop the methodology of bankruptcy prediction applying the specified statutory values of the existing models with a glance to company’s industry and developing the author’s prediction model.
E. A. Fedorova +2 more
doaj +1 more source
ESG Performance and Corporate Bankruptcy Risk: A Pan‐European Analysis
Corporate Social Responsibility and Environmental Management, EarlyView.ABSTRACT This study analyzes how Environmental, Social, and Governance (ESG) performance affects bankruptcy risk, using data from publicly listed firms across 17 European countries over a 21‐year period. We find that higher ESG scores are significantly associated with lower bankruptcy risk, as proxied by Z‐score.
Athanasios P. Fassas
wiley +1 more source
Bankruptcy prediction using ensemble of autoencoders optimized by genetic algorithm. [PDF]
PeerJ Comput Sci, 2023 Kanász R +3 more
europepmc +1 more source
Learning Machines Supporting Bankruptcy Prediction [PDF]
In many economic applications it is desirable to make future predictions about the financial status of a company. The focus of predictions is mainly if a company will default or not.
Linda Hoffmann +2 more
core
Corporate Social Responsibility and Environmental Management, EarlyView.ABSTRACT This study examines whether the relationship between environmental, social, and governance (ESG) performance and financial performance varies across legal systems in Europe. Drawing on institutional theory, we argue that legal origins shape how sustainability practices translate into financial outcomes.
Nuria Alcalde‐Fradejas +2 more
wiley +1 more source