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Journal of Risk and Financial Management, Volume 19, Issue 5

2026 May - 76 articles

Cover Story: Predicting the U.S. Treasury yield curve remains challenging due to nonstationarity and regime shifts. This issue’s cover highlights research by Jong-Min Kim introducing a hybrid convolutional–recurrent neural network framework for modeling complex macro-financial time series. The study examines adaptive sampling strategies inspired by reinforcement learning and compares uniform, entropy–variance, and prediction-error-based sampling. Results show that while uncertainty-aware sampling can improve forecasting accuracy, simpler methods remain highly robust in volatile markets, offering valuable insights for deep learning in financial forecasting. View this paper
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Articles (76)

  • Article
  • Open Access
1 Citations
926 Views
22 Pages

Research Purpose: This study investigates the role of digital investor behavior, measured through Google Trends, alongside technical indicators such as RSI and Bollinger Bands, in forecasting volatility in the Dubai Financial Market. The aim is to de...

(This article belongs to the Special Issue Maximizing Sustainable Performance: AI & FinTech-Driven Innovation Strategies)
  • Article
  • Open Access
1,306 Views
23 Pages

This study examines the relationship between managerial overconfidence and environmental, social, and governance (ESG) performance through firm-level financial policy channels in an emerging-market context. Using panel data from non-financial firms l...

(This article belongs to the Special Issue Corporate Finance and ESG: Shaping the Future of Sustainable Business)
  • Article
  • Open Access
1,485 Views
41 Pages

This paper develops a queueing-organized framework for within-venue monitoring of BTC/USDT liquidity, signed-flow pressure, and resiliency on Binance. The model treats latent buy and sell pressure as occupancy processes and organizes three empirical...

(This article belongs to the Special Issue Market Microstructure and Digital Disruption)
  • Review
  • Open Access
1,653 Views
23 Pages

Climate Risk Management and Sustainable Finance: The Role of Financial Institutions in the European Context

  • Donia Khalfallah,
  • Oumaima Haj Ammar,
  • Hana Bejaoui,
  • Abderahman Rejeb and
  • Sándor Remsei

Climate-related financial risks have become a central concern for financial institutions and regulators, particularly within the European financial system. This paper examines how climate-related risks are integrated into governance, risk assessment,...

(This article belongs to the Section Sustainability and Finance)
  • Article
  • Open Access
929 Views
19 Pages

This study investigates whether CNN-based front-end feature extraction improves the predictive performance of deep learning models applied to 1 min intraday CSI 300 index data. Three baseline sequence models, LSTM, GRU, and TCN, are compared against...

(This article belongs to the Special Issue Quantitative Finance in the Era of Big Data and AI)
  • Article
  • Open Access
1 Citations
1,967 Views
18 Pages

The objective of this paper was to explore how financial development affects the relationship between sustainability practices and sustainable development in Sub-Saharan Africa, where poor institutional quality and shallow financial markets may preve...

(This article belongs to the Special Issue ESG and Sustainability Finance: Addressing Climate Change and Climate Risk)
  • Article
  • Open Access
1 Citations
1,688 Views
26 Pages

Several studies show that financial vulnerability is not determined solely by low levels of wealth, but also by behavioural and social factors that shape financial behaviour. From this perspective, the social environment and financial knowledge can i...

(This article belongs to the Special Issue From Financial Fragility to Resilience: Households, Investors, and Small Businesses)
  • Systematic Review
  • Open Access
995 Views
20 Pages

In this research, the primary aim is to conduct a systematic review of the thematic evolution of green finance, which remains fragmented and unevenly represented in global academic debates. The objective of this analysis is to scientifically map out...

(This article belongs to the Section Sustainability and Finance)
  • Editorial
  • Open Access
518 Views
2 Pages

This featured volume is dedicated to the memory of Professor Joe Gani (1924–2016) and Professor Chris Heyde (1939–2008), two outstanding scholars whose research, intellectual leadership, and mentorship had a lasting influence on applied p...

(This article belongs to the Special Issue Featured Papers in Finance and Society Wellbeing—in Honor of Professors Joe Gani and Chris Heyde)
  • Article
  • Open Access
1 Citations
2,260 Views
24 Pages

Financial reporting standards aim to increase transparency; however, the expansion in disclosure volume may also create an information overload paradox for investors, an issue that remains underexplored in the context of institutional investors. Exce...

(This article belongs to the Special Issue Behaviour in Financial Decision-Making)
  • Article
  • Open Access
1 Citations
1,974 Views
27 Pages

Foreign Exchange Governance and Financial Stability of Multinationals: Cross-Country Evidence

  • Olajumoke Oyewo,
  • Omobolanle Korede Oluwalana,
  • Kolawole Alo and
  • Gbenga Ekundayo

This study examines the association between foreign exchange (FX) governance and financial stability by analysing empirical evidence from multinational entities. We analyse a 16-year panel (2009–2024) comprising 6613 firm-year observations usin...

(This article belongs to the Special Issue Exchange Rate Volatility and Cross-Border Corporate Financial Stability)
  • Article
  • Open Access
907 Views
28 Pages

Investor Sentiment and Volatility Spillovers Between Socially Responsible and Traditional Funds in South Africa

  • Siseko Mtunzi Merana,
  • Hilary Tinotenda Muguto,
  • Lorraine Muguto and
  • Paul-Francois Muzindutsi

This study examines whether investor sentiment drives volatility spillovers between socially responsible and traditional mutual funds. The rapid growth of responsible investing in emerging markets raises questions about whether higher costs deliver i...

(This article belongs to the Special Issue Behaviour in Financial Decision-Making)
  • Article
  • Open Access
1,412 Views
32 Pages

This study examines the dynamic relationship between exchange rates and stock returns in Taiwan, focusing on asymmetry and time-varying dependence. Using monthly and daily data from 1994 to 2024, we employ ARDL, NARDL, and error correction models (EC...

(This article belongs to the Special Issue Econometrics on Economic Dynamics and Financial Markets)
  • Article
  • Open Access
8 Citations
1,335 Views
21 Pages

The intersection of financial innovation and environmental sustainability offers important opportunities for low- and middle-income (LMI) countries. This study examines the association between FinTech investment, geopolitical-economic uncertainty, ur...

(This article belongs to the Section Financial Technology and Innovation)
  • Article
  • Open Access
1,531 Views
22 Pages

Credit risk evaluation is a key factor in financial intermediation, regulatory capital provision, and risk management in the portfolio. In this study, we compare the deep learning performance for probability-of-default (PD) estimation with a structur...

(This article belongs to the Section Economics and Finance)
  • Review
  • Open Access
2 Citations
2,575 Views
32 Pages

The integration of environmental, social and governance (ESG) criteria into corporate and financial decision-making has become one of the most significant transformations in today’s financial markets. Growing regulatory pressure, stakeholder ex...

(This article belongs to the Special Issue ESG Investments and Risks: Corporate, Financial Institutions and Public Policies)
  • Article
  • Open Access
1,033 Views
21 Pages

This study assesses export concentration risk in four Central Asian economies (Kazakhstan, Kyrgyzstan, Tajikistan, and Uzbekistan) by examining trade specialization patterns in 31 mineral, chemical, textile, and metallurgical product groups over 2017...

(This article belongs to the Special Issue Impact of Geopolitical Risks (GR) and Economic Policy Uncertainty (EPU) on Financial Strategies)
  • Article
  • Open Access
2,111 Views
17 Pages

Bayesian Logistic Regression for Credit Risk Modelling Among South African Loan Borrowers

  • John Lehlaka Masekoameng,
  • Sizwe Vincent Mbona,
  • Anisha Ananth and
  • Retius Chifurira

Credit risk management is critical in developing economies where high default rates threaten financial stability. This study compares traditional logistic regression (TLR) and Bayesian logistic regression (BLR) for predicting loan default using anony...

(This article belongs to the Section Banking and Finance)
  • Article
  • Open Access
1,017 Views
30 Pages

Empirical evidence shows that the El Niño-Southern Oscillation (ENSO) influences the frequency–damage relationship for floods. However, ENSO is generally not incorporated into indemnity-trigger modeling of Flood Catastrophe Bonds (FCBs),...

(This article belongs to the Special Issue Sustainable Finance and Climate Transition)
  • Article
  • Open Access
2 Citations
1,429 Views
40 Pages

Financial reporting integrity (FRI) plays a critical role in capital market efficiency, yet its determinants remain difficult to model due to nonlinear relationships, heterogeneous firm characteristics, and institutional differences across emerging m...

(This article belongs to the Special Issue Accounting Information and Capital Markets)
  • Article
  • Open Access
577 Views
12 Pages

In the spirit of the solution of for modeling price changes in high-volatility markets for univariate commodities, here we generalize an approach to the case of modeling price changes jointly for two related commodities. Often, conditional distributi...

(This article belongs to the Special Issue Featured Papers in Finance and Society Wellbeing—in Honor of Professors Joe Gani and Chris Heyde)
  • Systematic Review
  • Open Access
6 Citations
2,467 Views
22 Pages

From Predictive Accuracy to Algorithmic Justice: Mapping the Multidimensional Impact of AI in Tax Auditing

  • Anas Azenzoul,
  • Nacer Mahouat,
  • Sophia Vandapuye,
  • Sara Nait Slimane and ,
  • Mourad Jbene and
  • Khalil Mokhlis
  • + 1 author+ 0 author

This study examines the transformative impact of artificial intelligence (AI) on tax auditing through a PRISMA-compliant systematic literature review and textometric analysis. By analyzing literature published between 2015 and 2025 using IRAMUTEQ, we...

(This article belongs to the Special Issue Accounting and Auditing in the Age of Sustainability and AI)
  • Article
  • Open Access
1,686 Views
20 Pages

Forensic accounting faces increasing complexity as reactive approaches fail to address escalating risks. This study pioneers a Proactive Risk Intelligence Framework (PRIF) for Chartered Accountant (CA) firms, targeting gaps in risk anticipation, stak...

(This article belongs to the Section Risk)
  • Article
  • Open Access
1,544 Views
34 Pages

Exchange Rate Volatility and Corporate Financial Stability in Eurozone vs. Non-Eurozone Firms

  • Yetunde Bernice Oyewole,
  • Grace Oluyemisi Akinola,
  • Odunayo M. Olarewaju,
  • Mustapha Bojuwon and
  • Victoria Temitope Ikulagba

The objective of this study was to explore the impact of exchange rate volatility on corporate financial stability in European corporations, with particular emphasis on the Eurozone and non-Eurozone. The data set of this study consisted of 80 publicl...

(This article belongs to the Special Issue Exchange Rate Volatility and Cross-Border Corporate Financial Stability)
  • Article
  • Open Access
933 Views
26 Pages

This study examines the association between account-level inherent risk and auditor–client disagreement. To measure disagreement directly, we introduce a novel proxy: the absolute magnitude of the gap between pre-audit and post-audit net income...

(This article belongs to the Section Business and Entrepreneurship)
  • Article
  • Open Access
1 Citations
1,202 Views
19 Pages

This study examines the risk–return performance of Nifty100 ESG and the Nifty Enhanced ESG equity indices listed on India’s National Stock Exchange (NSE) relative to the conventional Nifty 100 benchmark from April 2011 to June 2023. Rathe...

(This article belongs to the Section Sustainability and Finance)
  • Article
  • Open Access
1,207 Views
16 Pages

This study examines the role of investor sentiment in asset pricing within a frontier market, focusing on Vietnam. Using a comprehensive dataset covering the period 2015–2025 with 4018 observations, sentiment indices are constructed from both m...

(This article belongs to the Special Issue Behavioral Finance and Financial Management)
  • Article
  • Open Access
1,291 Views
27 Pages

Global Monetary Conditions and Sovereign CDS Connectedness in Emerging Markets: A Quantile Network Approach

  • Víctor A. Peña-Vargas,
  • Jesús A. Gómez-Daza and
  • Orlando Joaqui-Barandica

This paper examines whether global monetary conditions are embedded in the spillover structure of sovereign credit risk across emerging markets and whether that role changes across market states. Using monthly data for 15 emerging-market 5-year sover...

(This article belongs to the Section Financial Markets)
  • Article
  • Open Access
1 Citations
1,821 Views
20 Pages

This study investigates the role of market volatility, proxied by the CBOE Volatility Index (VIX), as a potential regime-dependent interaction of corporate leverage risk within the S&P 100. Addressing the limitations of traditional financial dist...

(This article belongs to the Special Issue AI and Machine Learning for Credit Risk and Financial Distress Prediction)
  • Article
  • Open Access
1 Citations
1,602 Views
24 Pages

Exploring the Paradox of ESG Ratings in Emerging Markets: Insights from the Moroccan Context

  • Mounir Bellari,
  • Abdelhalim Lakrarsi,
  • Ahmed Ibrahim Mohammed Al Saadi and
  • Manal Adnoune

This study explores the paradoxical role of ESG ratings in emerging markets, focusing on Morocco, where these tools are simultaneously promoted as signals of credibility and transparency while producing distortions, inconsistencies, and symbolic comp...

(This article belongs to the Section Sustainability and Finance)
  • Article
  • Open Access
5 Citations
1,336 Views
24 Pages

Digital financial inclusion (DFI) plays an increasingly important role in expanding financial participation, improving access to payment systems, and supporting inclusive economic development. Yet substantial gender gaps in DFI remain a persistent ch...

(This article belongs to the Section Financial Technology and Innovation)
  • Article
  • Open Access
1 Citations
2,139 Views
28 Pages

This article investigates the impact of grassroots cryptocurrency adoption—operationally defined as the intensity of on-chain retail transactions and peer-to-peer (P2P) exchange volumes—on household financial resilience. Utilising aggrega...

(This article belongs to the Special Issue Alternative Finance and Financial Innovation: Risks, Opportunities, and Regulation)
  • Article
  • Open Access
2,112 Views
21 Pages

Psychological Traits, Social Influence, and Behavioural Bias in Cryptocurrency Investment Decisions: An SOR-Based Mediation Model

  • Bambang Leo Handoko,
  • Dezie Leonarda Warganegara,
  • Arta Moro Sundjaja and
  • Evelyn Hendriana

This study explains cryptocurrency investment decisions by integrating personality traits, influencer credibility, and social influence within the Stimulus–Organism–Response (SOR) framework. Openness, extraversion, conscientiousness, infl...

(This article belongs to the Section Financial Technology and Innovation)
  • Article
  • Open Access
1,271 Views
37 Pages

Macroeconomic volatility remains a major conundrum in SSA countries despite financial market liberalization reforms aimed at global financial market integration and unconstrained external capital flows to foster macroeconomic stability. Therefore, th...

(This article belongs to the Section Economics and Finance)
  • Article
  • Open Access
1,263 Views
19 Pages

Financial inclusion is a key policy priority in developing economies, but significant disparities in access to financial services persist. This study examines the microeconomic drivers of financial inclusion in Morocco using data from the Global Find...

(This article belongs to the Special Issue Financial Inclusion Strategies: Emerging Trends and Global Perspectives)
  • Article
  • Open Access
1,061 Views
22 Pages

Crisis, Resilience, and Stock Market Efficiency: Evidence from Asian Emerging Economies During COVID-19

  • Abdulrahman A. Alfarhoud,
  • Mohammad T. Alsaqabi and
  • Khaled O. Alotaibi

This study explores the effects of the COVID-19 pandemic on stock market efficiency in nine Asian emerging markets—China, India, Indonesia, Korea, Malaysia, Pakistan, the Philippines, Taiwan, and Thailand—between 2019 and 2021. We use dai...

(This article belongs to the Section Financial Markets)
  • Article
  • Open Access
1,862 Views
28 Pages

Enterprise Risk Management and Earnings Management: Accrual-Based and Real Activities Evidence from Chinese Listed Firms

  • Zhihui Zong,
  • Mohd Hafizuddin Syah Bangaan Abdullah,
  • Syajarul Imna Mohd Amin and
  • Mohd Hasimi Yaacob

Earnings management undermines financial transparency and threatens long-term corporate sustainability, particularly in emerging markets where principal–agent conflicts remain pronounced. In China’s capital market, performance-based incen...

(This article belongs to the Section Business and Entrepreneurship)
  • Perspective
  • Open Access
1 Citations
3,103 Views
21 Pages

Today, there is often a fundamental misunderstanding of what risk management actually entails. The ten theses presented in this conceptual article summarize research and practical experience from a contemporary perspective on how a modern, decision-o...

(This article belongs to the Special Issue Advancing Corporate Valuation: Integrating Risk and Uncertainty)
  • Article
  • Open Access
1 Citations
690 Views
13 Pages

This paper develops a deep supervised learning framework for sequential prediction of macro-financial time series derived from the U.S. Treasury yield curve. Using daily data on the 10-year Treasury constant maturity rate and the 3-month Treasury bil...

(This article belongs to the Special Issue Editorial Board Members’ Collection Series: Journal of Risk and Financial Management, 2nd Edition)
  • Review
  • Open Access
1 Citations
1,381 Views
21 Pages

Enablers and Barriers to Corporate Blue Accounting Disclosure Adoption: A Scoping Review

  • Ntombizandile Mbiza,
  • Frank Ranganai Matenda,
  • Jean Damascene Mvunabandi and
  • Bomi Cyril Nomlala

Blue accounting has emerged as a reporting approach to enhance corporate transparency and responsible stewardship of marine ecosystems. This aligns particularly with Sustainable Development Goal (SDG) 14; however, its conceptual development and pract...

(This article belongs to the Section Business and Entrepreneurship)
  • Article
  • Open Access
1 Citations
1,519 Views
32 Pages

This study examines the association between corporate governance and firm-level financial outcomes across the BRICS economies from 2013 to 2023. A multidimensional Corporate Governance Index (CGI), comprising five sub-indices and thirty-one attribute...

(This article belongs to the Special Issue Corporate Governance in Emerging Markets)
  • Article
  • Open Access
1,712 Views
28 Pages

Financial forecasting research often prioritizes methodological sophistication over the authenticity of underlying training data. This study quantifies the “estimation–reality divide” by comparing models trained on estimated quarter...

(This article belongs to the Section Financial Technology and Innovation)
  • Article
  • Open Access
1,994 Views
14 Pages

Beyond Accuracy: Economic Performance of Machine Learning Models in Financial Fraud Detection

  • Pedro Pablo Chambi Condori,
  • Miriam Chambi Vásquez and
  • Telma Saravia Ticona

Financial fraud represents one of the most critical operational risks faced by financial institutions, resulting in significant financial losses and destabilizing markets. While machine learning models are effective at prediction, their evaluation is...

(This article belongs to the Section Economics and Finance)
  • Article
  • Open Access
2,031 Views
45 Pages

This study investigates how on-chain trading activity influences liquidity and market microstructure in blockchain-based voluntary carbon markets (VCMs) while accounting for the regulation index as a conditioning factor. Using mean-centered MMRM with...

(This article belongs to the Topic Sustainable and Green Finance)
  • Article
  • Open Access
1 Citations
1,805 Views
22 Pages

This is a conceptual paper on next-generation digital trade that proposes a multi-layered taxonomic integration of Web 3.0, decentralized e-commerce, and the emerging paradigm of Agentic Commerce. While current literature often conflates technologica...

(This article belongs to the Special Issue E-Commerce Finance: Technologies, Models, and the Future of Digital Payment)
  • Article
  • Open Access
1 Citations
1,091 Views
27 Pages

Bank performance depends not only on capital strength but on the governance environment in which that capital operates. Yet existing studies treat capital buffers and institutional quality as parallel, additive drivers, thereby underexploiting their...

  • Article
  • Open Access
1 Citations
1,037 Views
20 Pages

This article examines the effect of state ownership and regulatory frameworks on internal control weaknesses (ICW) within an emerging economy. Focusing on the Algerian banking sector, we exploit a symmetric pre- and post-regulatory window (2007&ndash...

(This article belongs to the Section Banking and Finance)
  • Article
  • Open Access
1,209 Views
15 Pages

Distance to Default and Misspecification of Corporate Economic Value Added

  • Tarek Eldomiaty,
  • Islam Azzam,
  • Jasmin Fouad and
  • Mohamed H. Abdelazim

The objective of this paper is to offer a mathematical formulation of economic value added (EVA) that incorporates distance-to-default (DD) and thus a default-free capital structure. The latter is extended via the weighted average cost of capital (WA...

(This article belongs to the Section Economics and Finance)
  • Article
  • Open Access
1 Citations
1,817 Views
17 Pages

This study constitutes the second part of a comprehensive investigation of the persistence of weighted average cost of capital (WACC) rates despite declining risk-free interest rates. While theory suggests that WACC should reflect lower risk-free int...

(This article belongs to the Special Issue Advancing Corporate Valuation: Integrating Risk and Uncertainty)

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J. Risk Financ. Manag. - ISSN 1911-8074