Machine learning and expert judgement: analyzing emerging topics in accounting and finance research in the Asia–Pacific

CW Cai, MK Linnenluecke, M Marrone, AK Singh - Abacus, 2019 - Wiley Online Library
In this paper, we focus on the question to what extent machine learning (ML) tools can be
used to support systematic literature reviews. We apply a ML approach for topic detection to …

[HTML][HTML] The impact of risk governance structure on bank risk management effectiveness: Evidence from ASEAN countries

QK Nguyen - Heliyon, 2022 - cell.com
This study analyzes the effectiveness of bank risk management in ASEAN countries and
examines the specific role of risk governance in enhancing a bank's risk management …

How diversification affects bank performance: The role of human capital

KS Adesina - Economic Modelling, 2021 - Elsevier
Previous studies have examined the effects of diversification on bank performance without
taking into account the role of human capital. The aim of this paper is to make an attempt to …

The impact of credit diversification on credit risk and performance of Indonesian banks

IE Prastiwi, A Anik - Global Review of Islamic Economics …, 2020 - ejournal.uin-suka.ac.id
This study aims to identify the effect of credit diversification in the economic sector on credit
risk and performance of commercial banks in Indonesia. Multiple linear regression is used to …

Risk-adjusted profitability and stability of Islamic and conventional banks: does revenue diversification matter?

A Paltrinieri, A Dreassi, S Rossi, A Khan - Global Finance Journal, 2021 - Elsevier
Revenue diversification in banking offers opportunities and threats. Recent academic
research shows that disadvantages may outweigh advantages, in terms of both volatility of …

[HTML][HTML] A cross-country analysis on diversification, Sukuk investment, and the performance of Islamic banking systems under the COVID-19 pandemic

TDQ Le, TH Ho, DT Nguyen, T Ngo - Heliyon, 2022 - cell.com
This study investigates the relationship between diversification and Islamic banking systems'
performance under the impact of the COVID-19 turmoil using a sample of 24 countries from …

[HTML][HTML] Fintech, bank diversification and liquidity: Evidence from China

M Tang, Y Hu, S Corbet, YG Hou, L Oxley - Research in International …, 2024 - Elsevier
This research investigates the influence of Fintech development on bank diversification and
liquidity in China. Analysing 101 banks between 2011 and 2021, we apply robust text …

How do fintech start-ups affect financial institutions' performance and default risk?

C Haddad, L Hornuf - The European Journal of Finance, 2023 - Taylor & Francis
We examine the impact of fintech start-ups on the performance and default risk of traditional
financial institutions. We find a positive relationship between fintech start-up formations and …

[HTML][HTML] Tail-risk connectedness between sukuk and conventional bond markets and their determinants: Evidence from a country-level analysis

SM Billah, B Kapar, MK Hassan, L Pezzo… - Borsa Istanbul …, 2024 - Elsevier
The study investigates the tail-risk spillover between the markets for sukuk and conventional
bonds across fifteen countries between 2016 and 2023. First, we estimate a time varying …

Strategies to determine the determinants of financial performance of conventional and Islamic commercial banks: Evidence from Bangladesh

EK Chowdhury, BK Dhar… - Business Strategy & …, 2022 - Wiley Online Library
This paper aims to determine the role of bank‐centric, industry‐centric and macroeconomic
determinants on the financial performance of conventional and Islamic commercial banks in …