International review of financial analysis: A retrospective evaluation between 1992 and 2020

HK Baker, S Kumar, K Goyal, A Sharma - International Review of Financial …, 2021 - Elsevier
We provide a comprehensive analysis of the International Review of Financial Analysis
(IRFA) between 1992 and 2020 using bibliometrics, regression analysis, and structural topic …

Systematic review of financial distress identification using artificial intelligence methods

D Kuizinienė, T Krilavičius… - Applied Artificial …, 2022 - Taylor & Francis
The study presents a systematic review of 232 studies on various aspects of the use of
artificial intelligence methods for identification of financial distress (such as bankruptcy or …

The role of feature importance in predicting corporate financial distress in pre and post COVID periods: Evidence from China

S Ding, T Cui, AG Bellotti, MZ Abedin… - International Review of …, 2023 - Elsevier
The prediction of firm financial distress during the COVID-19 crisis episode attracted
massive academic attention since economic uncertainty was exacerbated. In this paper, we …

No more black boxes! Explaining the predictions of a machine learning XGBoost classifier algorithm in business failure

P Carmona, A Dwekat, Z Mardawi - Research in International Business and …, 2022 - Elsevier
This study opens the black boxes and fills the literature gap by showing how it is possible to
fit a very precise Machine Learning model that is highly interpretable, by using a novel ML …

Performance, macro economic factors, and company characteristics in Indonesia Consumer Goods Company

B Sucipto, M Yusuf, Y Mulyati - Riwayat: Educational Journal of …, 2022 - jurnal.usk.ac.id
It and internal company conditions strongly influence company performance in the consumer
sector. This study examines how macroeconomic and company characteristics affect …

Distinctive determinants of financial indebtedness: Evidence from Slovak and Czech enterprises

K Valaskova, T Kliestik, D Gajdosikova - Equilibrium. Quarterly Journal of …, 2021 - ceeol.com
Research background: Indebtedness indicators are used to monitor the structure of
corporate financial resources. The company's share of its own and foreign resources affects …

Application of big data with fintech in financial services

JB Awotunde, EA Adeniyi, RO Ogundokun… - Fintech with artificial …, 2021 - Springer
Computing technologies perform a vital role in the transformation of contemporary financial
services. The emergence of financial technology (fintech) in recent years has transformed …

Can we predict the likelihood of financial distress in companies from their corporate governance and borrowing?

SSG Mariano, J Izadi, M Pratt - International Journal of Accounting & …, 2021 - emerald.com
Purpose The purpose of this study is to investigate the impact of corporate governance
structures on the likelihood of financial distress in UK listed companies. The paper examines …

On the prediction of financial distress in emerging markets: What matters more? Empirical evidence from Arab spring countries

MA ElBannan - Emerging Markets Review, 2021 - Elsevier
This study explores the main determinants of financial distress in 11 emerging countries.
Using two-way cluster-robust standard errors, evidence shows that matured, profitable …

Impact financial performance to stock prices: Evidence from Indonesia

I Prasetyo, N Aliyyah - J. Legal Ethical & Regul. Isses, 2021 - HeinOnline
IMPACT FINANCIAL PERFORMANCE TO STOCK PRICES: EVIDENCE FROM INDONESIA
Page 1 Journal of Legal, Ethical and Regulatory Issues IMPACT FINANCIAL …