Digital Finance

2019 - 2026

Current editor(s): Wolfgang Karl Härdle, Steven Kou and Min Dai

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Volume 8, issue 1, 2026

Advancing inclusive finance through financial technology (FinTech): peer-to-peer (P2P) and digital lending as catalyst for financial inclusion pp. 1-20

Prodia Nur Kemala, Deddy Priatmodjo Koesrindartoto and Dzikri Firmansyah Hakam

Return and volatility spillover drivers among conventional cryptocurrencies pp. 1-39

Wafa Masmoudi Kammoun

Not all cryptocurrency holders are impulsive: the case of stablecoins pp. 1-13

Mohamad El Haj and Ahmed A. Moustafa

Volume 7, issue 4, 2025

Extracting information and sentiment analysis on dialogue in financial results briefing pp. 605-621

Hiromasa Nakatsuka and Yoshiyuki Suimon

A comparative study of deep learning approaches for stock price prediction pp. 623-651

Pham Hoang Vuong, Lam Hung Phu, Tran Hong Nguyen, Le Nhat Duy, Pham The Bao and Tan Dat Trinh

Conditional GAN-based synthetic financial modeling for street vendors in India’s informal economy pp. 653-677

Swachha Sisir Das, Sasmita Mishra and Zefree Lazarus Mayaluri

Bridging finance and AI: a comprehensive survey of large language models in financial system pp. 679-701

Ameer Tamoor Khan, Shuai Li and Xinwei Cao

Unlocking CBDCs’ potential: the role of government support and financial literacy on sustainability pp. 703-723

Kanika Thapliyal and Chandan Gupta

Financial sentiment analysis with FUNNEL: filtered UNion for NER-based ensemble labeling pp. 725-744

William Nordansjö, Fredrik Fourong and Muhammad Qasim

The role of the accountancy professionals in detecting and preventing fraud, in a digital landscape: a systematic literature review pp. 745-786

Adriana Tiron-Tudor, Widad Atena Faragalla and Anca Pianoschi

Detecting financial statement manipulation in SMEs: evidence from Albania pp. 787-813

Almina Doko and Rezarta Shkurti

The (mis)use of cryptocurrencies by criminal organizations: a systematic literature review pp. 815-851

Gioia Arnone, Giovanni Scire’ and Enzo Bivona

Advancing sustainability through financial inclusion and sustainable finance: a systematic literature review pp. 853-870

Asep Yusup Mamun and Várallyai László

Barterchain: a blockchain-based barter system in smart cities pp. 871-900

Md. Imran Alam, Swagatika Sahoo, Saurabh Sharma and Akshat Verma

Digital financial knowledge, insights from private-sector employees in Sikkim pp. 901-920

Ravi Prakash Achanta and Yangchen Doma Lepcha

Revising ISA240 in a digital world: the sociomaterial perspective on fraud, technology, and stakeholder influence pp. 921-947

Anca Pianoschi and Stefania Mierlita

The digital finance and FinTech adoption effects amidst the slowbalization framework: a comparative analysis of the European Union and Japan pp. 949-969

Molnar Mark-Denis, Adina V. Rus and Elena Dana Bako

Financial analysis in the era of uncertainty: a comprehensive examination pp. 971-995

Andreea-Roxana Danci, Ionuț-Adrian Lazar and Gabriela-Mihaela Mureșan

Partial dependence analysis of financial ratios in predicting company defaults: random forest vs XGBoost models pp. 997-1012

Monia Antar and Tahar Tayachi

Can Fintech indices hedge VIX and global banking volatility? Evidence from a dynamic short-term perspective pp. 1013-1041

Salha Ben Salem, Halilibrahim Gökgöz, Azza Béjaoui and Ahmed Jeribi

Blockchain in trade finance: reducing fraud and improving efficiency through digital ledger technology pp. 1043-1063

Pristly Turjo Mazumder

Modeling drivers of fintech adoption in Sub-Saharan Africa using machine learning pp. 1065-1091

Salim Saidy and Arab Dahir Hassan

Multi-stage mortgage default prediction using ensemble machine learning: a comparative framework pp. 1093-1118

Afsaneh Azimi and Navid Khaledian

Interconnectedness among cryptocurrencies and financial markets: a systematic literature review pp. 1119-1171

Ismail Adelopo and Xiaojun Luo

Forecasting fluctuations in cryptocurrency trading volume using a hybrid LSTM–DQN reinforcement learning pp. 1173-1202

Samad Wali, Muhammad Irfan Khan and Noshaba Zulfiqar

Correction: Does investor sentiment drive the Bitcoin price? pp. 1203-1203

Myriam Ben Osman, Hela Mzoughi, Khaled Guesmi and Kamel Naoui

Volume 7, issue 3, 2025

Dynamic predictive pattern of non-fungible tokens: insight from uncertainties, geopolitical risk, and market sentiments pp. 299-345

John Bambir, Patrick Kwashie Akorsu, John Kingsley Woode and Audrey Foriwaa Adjei

Can cooperative banks maintain local engagement amidst digital transformation? Evidence from Italy pp. 347-371

Chiara Colamartino and Marco Barone

Digital assets: vulnerabilities and their classification pp. 373-428

Anurag Soin, Talis Putnins and Mark Staples

Unified approach for hedging impermanent loss of liquidity provision pp. 429-477

Alex Lipton, Vladimir Lucic and Artur Sepp

Risk and return analysis between digital and conventional financial assets in a turbulent geopolitical environment pp. 479-505

Mirzat Ullah

Does investor sentiment drive the Bitcoin price? pp. 507-534

Myriam Ben Osman, Hela Mzoughi, Khaled Guesmi and Kamel Naoui

A novel approach to stock price prediction: averaging open and close prices with LSTM pp. 535-551

Muhammad Farhan, Afaq Ahmed, Hassan Eesaar, Kil To Chong and Hilal Tayara

Quantitative portfolio optimization framework with market regimes classification, probabilistic time series forecasting, and hidden Markov models pp. 553-603

Marcus Oliveira and Gilson Costa

Volume 7, issue 2, 2025

Quantum technology: a financial risk assessment pp. 133-172

Phuong-Nam Nguyen

An analysis of the moderating role of Internet penetration in the banking competition-banks’ profitability nexus: case of the CEMAC banking sector pp. 173-200

Wirajing Kindzeka, Valery Giscard Moutie, Bruno Emmanuel Ongo Nkoa and Germain Stephane Ketchoua

Central Bank Digital Currencies (CBDCs): a countermeasure to Anti-Money Laundering (AML) challenges posed by cryptocurrencies? pp. 201-254

Albina Gaisina and Matthias Finger

Liquidity provision of utility indifference type in decentralized exchanges pp. 255-273

Masaaki Fukasawa, Basile Maire and Marcus Wunsch

Cryptos have rough volatility and correlated jumps pp. 275-294

Lukas Krain, Xiaorui Zuo and Wolfgang Karl Härdle

Correction: Regime switching forecasting for cryptocurrencies pp. 295-296

Ilyas Agakishiev, Wolfgang Karl Härdle, Denis Becker and Xiaorui Zuo

Correction: Understanding temporal dynamics of jumps in cryptocurrency markets: evidence from tick-by-tick data pp. 297-297

Danial Saef, Odett Nagy, Sergej Sizov and Wolfgang Karl Härdle

Volume 7, issue 1, 2025

Detecting Pump &Dump stock market manipulation from online forums pp. 1-20

D. Nam and D. B. Skillicorn

Correction: Digital business world and ethical dilemmas: a systematic literature review pp. 21-21

Melinda Timea Fülöp, Constantin Aurelian Ionescu and Dan Ioan Topor

Digital business world and ethical dilemmas: a systematic literature review pp. 23-41

Melinda Timea Fülöp, Constantin Aurelian Ionescu and Dan Ioan Topor

Block withholding resilience pp. 43-60

Cyril Grunspan and Ricardo Pérez-Marco

Predicting status of pre- and post-M&A deals using machine learning and deep learning techniques pp. 61-106

Tugce Karatas and Ali Hirsa

Regime switching forecasting for cryptocurrencies pp. 107-131

Ilyas Agakishiev, Wolfgang Karl Härdle, Denis Becker and Xiaorui Zuo

Volume 6, issue 4, 2024

Understanding temporal dynamics of jumps in cryptocurrency markets: evidence from tick-by-tick data pp. 605-638

Danial Saef, Odett Nagy, Sergej Sizov and Wolfgang Karl Härdle

Forecasting volatility with machine learning and rough volatility: example from the crypto-winter pp. 639-655

Siu Hin Tang, Mathieu Rosenbaum and Chao Zhou

A mean field game model of green economy pp. 657-692

Jingguo Zhang and Lianhai Ren

Deep high-order splitting method for semilinear degenerate PDEs and application to high-dimensional nonlinear pricing models pp. 693-725

Riu Naito and Toshihiro Yamada

Deep PDE solution to BSDE pp. 727-758

Maxim Bichuch and Jiahao Hou

Volume 6, issue 3, 2024

Learning deep news sentiment representations for macro-finance pp. 341-377

Axel Groß-Klußmann

Influencing cryptocurrency: analyzing celebrity sentiments on X (formerly Twitter) and their impact on bitcoin prices pp. 379-426

Takeshi Inuduka, Akihito Yokose and Shunsuke Managi

Analyzing swings in Bitcoin returns: a comparative study of the LPPL and sentiment-informed random forest models pp. 427-439

José Parra-Moyano, Daniel Partida, Moritz Gessl and Somnath Mazumdar

A mean field game model of staking system pp. 441-462

Jinyan Guo, Qevan Guo, Chenchen Mou and Jingguo Zhang

Deep learning for quadratic hedging in incomplete jump market pp. 463-499

Nacira Agram, Bernt Øksendal and Jan Rems

Improving credit risk assessment in P2P lending with explainable machine learning survival analysis pp. 501-542

Gero Friedrich Bone-Winkel and Felix Reichenbach

A proposal for a layer-2 CBDC on a rollup pp. 543-571

Remo Nyffenegger

Automated market makers and their implications for liquidity providers pp. 573-604

Werner Brönnimann, Pascal Egloff and Thomas Krabichler

Volume 6, issue 2, 2024

Cryptocurrency spillovers and correlations: inefficiency and co-movement pp. 203-224

Dirk G. Baur and Lai T. Hoang

Automated market makers: mean-variance analysis of LPs payoffs and design of pricing functions pp. 225-247

Philippe Bergault, Louis Bertucci, David Bouba and Olivier Guéant

StockTwits classified sentiment and stock returns pp. 249-281

Marc-Aurèle Divernois and Damir Filipović

Optimal trade execution in cryptocurrency markets pp. 283-318

Nils Bundi, Ching-Lin Wei and Khaldoun Khashanah

Regime switching and causal network analysis of cryptocurrency volatility: evidence from pre-COVID and post-COVID analysis pp. 319-340

Parthajit Kayal and Sumanjay Dutta

Volume 6, issue 1, 2024

Fintech: finance, technologies, and the society pp. 1-2

Michele La Rocca

A blockchain-based platform for trading weather derivatives pp. 3-22

Fernando Alves Silveira and Silvio Parodi de Oliveira Camilo

Digitalisation promotes adoption of soft information in SME credit evaluation: the case of Indian banks pp. 23-54

Nimbark Hardik

The technology of decentralized finance (DeFi) pp. 55-95

Raphael Auer, Bernhard Haslhofer, Stefan Kitzler, Pietro Saggese and Friedhelm Victor

Modelling the assessment of taxpayer perception on the fiscal system by a hybrid approach for the analysis of challenging data structures pp. 97-112

Ioana-Florina Coita, Maria Iannario, Alfonso Iodice D’Enza and Codruţa Mare

Clustering Uniswap v3 traders from their activity on multiple liquidity pools, via novel graph embeddings pp. 113-143

Deborah Miori and Mihai Cucuringu

Predicting the reaction of financial markets to Federal Open Market Committee post-meeting statements pp. 145-175

Ewelina Osowska and Piotr Wójcik

Correction: Predicting the reaction of financial markets to Federal Open Market Committee post-meeting statements pp. 177-177

Ewelina Osowska and Piotr Wójcik

Does surveillance capitalism trigger the financial performance of information technology firms? A reflection from FAANG business models pp. 179-201

Ajithakumari Vijayappan Nair Biju, A. S. Aparna, Jency Treesa and N. K. Nikhil