Financial Innovation

Article	Citations
Fintech investments in European banks: a hybrid IT2 fuzzy multidimensional decision-making approach	197
Cryptocurrency trading: a comprehensive survey	155
Dynamic connectedness between stock markets in the presence of the COVID-19 pandemic: does economic policy uncertainty matter?	127
Forecasting and trading cryptocurrencies with machine learning under changing market conditions	93
Opinion dynamics in finance and business: a literature review and research opportunities	90
Forecasting directional movement of Forex data using LSTM with technical and macroeconomic indicators	87
Impact of the COVID-19 outbreak on the US equity sectors: Evidence from quantile return spillovers	77
Discovering interlinkages between major cryptocurrencies using high-frequency data: new evidence from COVID-19 pandemic	69
Regime specific spillover across cryptocurrencies and the role of COVID-19	66
The impact of the COVID-19 outbreak on Chinese-listed tourism stocks	66
Dynamic spillovers between the term structure of interest rates, bitcoin, and safe-haven currencies	64
How does financial literacy impact on inclusive finance?	63
Comprehensive review of text-mining applications in finance	56
Financial technology and the future of banking	54
COVID-19 and instability of stock market performance: evidence from the U.S.	50
Digital finance and renewable energy consumption: evidence from China	49
Exploring the moderating role of financial development in environmental Kuznets curve for South Africa: fresh evidence from the novel dynamic ARDL simulations approach	48
Insights into financial technology (FinTech): a bibliometric and visual study	48
A hybrid heterogeneous Pythagorean fuzzy group decision modelling for crowdfunding development process pathways of fintech-based clean energy investment projects	47
Fintech, regtech, and financial development: evidence from China	47
Preventing crash in stock market: The role of economic policy uncertainty during COVID-19	45
Forecasting the volatility of EUA futures with economic policy uncertainty using the GARCH-MIDAS model	45
Spillover and quantile linkage between oil price shocks and stock returns: new evidence from G7 countries	41
Encoding candlesticks as images for pattern classification using convolutional neural networks	40
A bibliometric review of cryptocurrencies: how have they grown?	37

The impact of carbon emission trading policy on firms’ green innovation in China	35
How time-inconsistent preferences influence venture capital exit decisions? A new perspective for grandstanding	35
Investor sentiments and stock markets during the COVID-19 pandemic	34
Automated market makers and decentralized exchanges: a DeFi primer	34
Bitcoin price change and trend prediction through twitter sentiment and data volume	34
An efficient stock market prediction model using hybrid feature reduction method based on variational autoencoders and recursive feature elimination	33
Cue the volatility spillover in the cryptocurrency markets during the COVID-19 pandemic: evidence from DCC-GARCH and wavelet analysis	30
Exploring biometric identification in FinTech applications based on the modified TAM	30
Revisiting the nexus between fiscal decentralization and CO2 emissions in South Africa: fresh policy insights	29
Has COVID-19 changed the stock return-oil price predictability pattern?	28
Financial development during COVID-19 pandemic: the role of coronavirus testing and functional labs	27
Pandemic or panic? A firm-level study on the psychological and industrial impacts of COVID-19 on the Chinese stock market	26
Survey of feature selection and extraction techniques for stock market prediction	26
Does board gender diversity affect firm performance? Empirical evidence from Standard & Poor’s 500 Information Technology Sector	25
COVID-19 pandemic and the crude oil market risk: hedging options with non-energy financial innovations	25
Liquidity connectedness in cryptocurrency market	23
The transaction behavior of cryptocurrency and electricity consumption	22
Do biometric payment systems work during the COVID-19 pandemic? Insights from the Spanish users' viewpoint	22
An empirical examination of investor sentiment and stock market volatility: evidence from India	22
Bitcoin pricing: impact of attractiveness variables	21
Portfolio diversification benefits of alternative currency investment in Bitcoin and foreign exchange markets	21
Co-movement of commodity price indexes and energy price index: a wavelet coherence approach	21
Financial sector development and Investment in selected countries of the Economic Community of West African States: empirical evidence using heterogeneous panel data method	20
S&P BSE Sensex and S&P BSE IT return forecasting using ARIMA	20
Tail spillover effects between cryptocurrencies and uncertainty in the gold, oil, and stock markets	20
Consensus-based multidimensional due diligence of fintech-enhanced green energy investment projects	20
A literature review and integrated framework for the determinants of crowdfunding success	20
A multicriteria credit scoring model for SMEs using hybrid BWM and TOPSIS	19
Asymmetric nexus between commercial policies and consumption-based carbon emissions: new evidence from Pakistan	19
Can the Baidu Index predict realized volatility in the Chinese stock market?	19
Analysis of financial development and open innovation oriented fintech potential for emerging economies using an integrated decision-making approach of MF-X-DMA and golden cut bipolar q-ROFSs	19
Predicting Fintech Innovation Adoption: the Mediator Role of Social Norms and Attitudes	18
Decision making on financial investment in Turkey by using ARDL long-term coefficients and AHP	18
Analysis of crowdfunding platforms for microgrid project investors via a q-rung orthopair fuzzy hybrid decision-making approach	18
Shadow banking: a bibliometric and content analysis	18
Analysis of the cryptocurrency market using different prototype-based clustering techniques	18
COVID-19 pandemic risk and probability of loan default: evidence from marketplace lending market	18
Time–frequency co-movement and risk connectedness among cryptocurrencies: new evidence from the higher-order moments before and during the COVID-19 pandemic	18
Market capitalization shock effects on open innovation models in e-commerce: golden cut q-rung orthopair fuzzy multicriteria decision-making analysis	18
Effects of investor sentiment on stock volatility: new evidences from multi-source data in China’s green stock markets	17
How does Covid-19 affect global equity markets?	17
Does country risk impact the banking sectors’ non-performing loans? Evidence from BRICS emerging economies	17
The time-varying causal relationship between the Bitcoin market and internet attention	16
Using ELECTRE-TRI and FlowSort methods in a stock portfolio selection context	15
Central bank digital currency, loan supply, and bank failure risk: a microeconomic approach	15
Governing the gold rush into emerging markets: a case study of Indonesia’s regulatory responses to the expansion of Chinese-backed online P2P lending	15
Speculative bubbles and herding in cryptocurrencies	15
Dynamic connectedness and network in the high moments of cryptocurrency, stock, and commodity markets	15
The macroeconomic effects of COVID-19 in Montenegro: a Bayesian VARX approach	15
Empirical evidence on the ownership and liquidity of real estate tokens	14

Voluntary tax compliance behavior of individual taxpayers in Pakistan	14
Initial coin offerings (ICOs): Why do they succeed?	14
Do the RMB exchange rate and global commodity prices have asymmetric or symmetric effects on China’s stock prices?	14
Impact of CEO attributes on corporate reputation, financial performance, and corporate sustainable growth: evidence from India	14
Testing the governance-performance relationship for the Tunisian banks: a GMM in system analysis	14
Could more innovation output bring better financial performance? The role of financial constraints	14
How does a data strategy enable customer value? The case of FinTechs and traditional banks under the open finance framework	14
Uncertainty index and stock volatility prediction: evidence from international markets	14
High frequency multiscale relationships among major cryptocurrencies: portfolio management implications	13
Recent innovation in benchmark rates (BMR): evidence from influential factors on Turkish Lira Overnight Reference Interest Rate with machine learning algorithms	13
DAViS: a unified solution for data collection, analyzation, and visualization in real-time stock market prediction	13
Stock prices and economic activity nexus in OECD countries: new evidence from an asymmetric panel Granger causality test in the frequency domain	13
Machine learning approach to drivers of bank lending: evidence from an emerging economy	13
On the role of stablecoins in cryptoasset pricing dynamics	13
Does microfinance foster the development of its clients? A bibliometric analysis and systematic literature review	13
Factors affecting consumer acceptance of electronic cash in China: an empirical study	13
Markets in crypto-assets regulation: Does it provide legal certainty and increase adoption of crypto-assets?	13
Evaluating the exchange rate and commodity price nexus in Malaysia: evidence from the threshold cointegration approach	13
Did green debt instruments aid diversification during the COVID-19 pandemic?	13
Implied volatility estimation of bitcoin options and the stylized facts of option pricing	12
Analysing the behavioural finance impact of 'fake news' phenomena on financial markets: a representative agent model and empirical validation	12
Consumer lending efficiency: commercial banks versus a fintech lender	12
Default or profit scoring credit systems? Evidence from European and US peer-to-peer lending markets	12
Supportive tactics for innovative and sustainability performance in emerging SMEs	12
Overconfidence and the adoption of robo-advice: why overconfident investors drive the expansion of automated financial advice	12
A study of the factors affecting mobile money penetration rates in the West African Economic and Monetary Union (WAEMU) compared with East Africa	12
Clues from networks: quantifying relational risk for credit risk evaluation of SMEs	12
Understanding the financial innovation priorities for renewable energy investors via QFD-based picture fuzzy and rough numbers	12
Pricing, management and decision-making of financial markets with artificial intelligence: introduction to the issue	12
Optimal reduction and equilibrium carbon allowance price for the thermal power industry under China’s peak carbon emissions target	11
Identifying the key factors of subsidiary supervision and management using an innovative hybrid architecture in a big data environment	11
Are “Internet+” tactics the key to poverty alleviation in China’s rural ethnic minority areas? Empirical evidence from Sichuan Province	11
Measuring the model risk-adjusted performance of machine learning algorithms in credit default prediction	11
Degree of financialization and energy efficiency in Sub-Saharan Africa: do institutions matter?	11
What explains the technical efficiency of banks in Tunisia? Evidence from a two-stage data envelopment analysis	11
The effect of individual factors on user behaviour and the moderating role of trust: an empirical investigation of consumers’ acceptance of electronic banking in the Kurdistan Region of Iraq	11
Lottery-like preferences and the MAX effect in the cryptocurrency market	10
Can news-based economic sentiment predict bubbles in precious metal markets?	10
To supervise or to self-supervise: a machine learning based comparison on credit supervision	10
Raising capital amid economic policy uncertainty: an empirical investigation	10
Asymmetric relationship between global and national factors and domestic food prices: evidence from Turkey with novel nonlinear approaches	10
A self-employed taxpayer experimental study on trust, power, and tax compliance in eleven countries	10
Non-fungible tokens: a bubble or the end of an era of intellectual property rights	10
Hedge effectiveness of put replication, gold, and oil on ASEAN-5 equities	10
Toward a sustainable growth path in Arab economies: an extension of classical growth model	9
Impact of COVID-19 on G20 countries: analysis of economic recession using data mining approaches	9
Linearity extensions of the market model: a case of the top 10 cryptocurrency prices during the pre-COVID-19 and COVID-19 periods	9
Exploring the asymmetric effect of COVID-19 pandemic news on the cryptocurrency market: evidence from nonlinear autoregressive distributed lag approach and frequency domain causality	9
A joint inventory–finance model for coordinating a capital-constrained supply chain with financing limitations	9
How text sentiment moderates the impact of motivational cues on crowdfunding campaigns	9
An overview of Fintech applications to solve the puzzle of health care funding: state-of-the-art in medical crowdfunding	9
Effect of financial constraints on the growth of family and nonfamily firms in Turkey	9
A wavelet approach of investing behaviors and their effects on risk exposures	9
Cryptocurrencies, gold, and WTI crude oil market efficiency: a dynamic analysis based on the adaptive market hypothesis	9
Blockchain technology-based FinTech banking sector involvement using adaptive neuro-fuzzy-based K-nearest neighbors algorithm	9
Take Bitcoin into your portfolio: a novel ensemble portfolio optimization framework for broad commodity assets	9
Manipulation of the Bitcoin market: an agent-based study	8
Prioritizing real estate enterprises based on credit risk assessment: an integrated multi-criteria group decision support framework	8
A high-dimensionality-trait-driven learning paradigm for high dimensional credit classification	8
Default rules in investment decision-making: trait anxiety and decision-making styles	8
How to compare market efficiency? The Sharpe ratio based on the ARMA-GARCH forecast	8
Hybrid data decomposition-based deep learning for Bitcoin prediction and algorithm trading	8
A modified EDAS model for comparison of mobile wallet service providers in India	8
Does access to credit reduce SMEs’ tax avoidance? Evidence from a regression discontinuity design	8
Intraday patterns of price clustering in Bitcoin	8
Carbon emission trading system and stock price crash risk of heavily polluting listed companies in China: based on analyst coverage mechanism	8
Understanding the adoption context of China’s digital currency electronic payment	8
How much do social connections matter in fundraising outcomes?	8
The predictive power of Bitcoin prices for the realized volatility of US stock sector returns	8
Signals in equity-based crowdfunding and risk of failure	8
The witching week of herding on bitcoin exchanges	8
Size matters: analyzing bank profitability and efficiency under the Basel III framework	7
Fintech platforms: Lax or careful borrowers’ screening?	7
Introduction of the special issue on COVID-19 and the financial and economic systems	7
Online payment fraud: from anomaly detection to risk management	7
How does an individual’s default behavior on an online peer-to-peer lending platform influence an observer’s default intention?	7
Investigating the components of fintech ecosystem for distributed energy investments with an integrated quantum spherical decision support system	7
Introduction to the special issue on Impact of COVID-19 and cryptocurrencies on the global financial market	7
A hybrid decision support system with golden cut and bipolar q-ROFSs for evaluating the risk-based strategic priorities of fintech lending for clean energy projects	7
Data envelopment analysis for scale elasticity measurement in the stochastic case: with an application to Indian banking	7

Does financial development moderate the link between technological innovation and environmental indicators? An advanced panel analysis	7
The explosion in cryptocurrencies: a black hole analogy	7
The effects of managerial ability on firm performance and the mediating role of capital structure: evidence from Taiwan	7
Can investors profit by utilizing technical trading strategies? Evidence from the Korean and Chinese stock markets	7
Research on interaction of innovation spillovers in the AI, Fin-Tech, and IoT industries: considering structural changes accelerated by COVID-19	6
Applying multivariate-fractionally integrated volatility analysis on emerging market bond portfolios	6
Impact of COVID-19 effective reproductive rate on cryptocurrency	6
Diversification evidence of bitcoin and gold from wavelet analysis	6
Portfolio optimization of credit risky bonds: a semi-Markov process approach	6
Impact of learning through credit and value creation on the efficiency of Japanese commercial banks	6
Does supplier concentration matter to investors during the COVID-19 crisis: evidence from China?	6
Fundamental and speculative components of the cryptocurrency pricing dynamics	6
To jump or not to jump: momentum of jumps in crude oil price volatility prediction	6
ARMA–GARCH model with fractional generalized hyperbolic innovations	5
An impact assessment of the COVID-19 pandemic on Japanese and US hotel stocks	5
An analysis of the acquisition of a monetary function by cryptocurrency using a multi-agent simulation model	5
Operational and investment efficiency of investment trust companies: Do foreign firms outperform domestic firms?	5
Modelling the dynamics of stock market in the gulf cooperation council countries: evidence on persistence to shocks	5
Cost-benefit analysis of trading strategies in the stock index futures market	5
The role of R&D and economic policy uncertainty in Sri Lanka’s economic growth	5
Financial literacy, behavioral traits, and ePayment adoption and usage in Japan	5
On the factors of Bitcoin’s value at risk	5
Spillovers of US unconventional monetary policy: quantitative easing, spreads, and international financial markets	5
Smart cities from low cost to expensive solutions under an optimal analysis	5
Online risk-based portfolio allocation on subsets of crypto assets applying a prototype-based clustering algorithm	5
Open banking and inclusive finance in the European Union: perspectives from the Dutch stakeholder ecosystem	5
The linkage between Bitcoin and foreign exchanges in developed and emerging markets	5
Cloud economy and its relationship with China’s economy—a capital market-based approach	5
The effect of overseas investors on local market efficiency: evidence from the Shanghai/Shenzhen–Hong Kong Stock Connect	5
Are suspicious activity reporting requirements for cryptocurrency exchanges effective?	5
Application of a distributed verification in Islamic microfinance institutions: a sustainable model	5
Debt choice, growth opportunities and corporate investment: evidence from China	5
Governance of artificial intelligence applications in a business audit via a fusion fuzzy multiple rule-based decision-making model	5
Management disclosure of risk factors and COVID-19	5
Tone of language, financial disclosure, and earnings management: a textual analysis of form 20-F	4
Operational risk assessment of third-party payment platforms: a case study of China	4
Impact of sustainability on financial distress in the air transport industry: the moderating effect of Asia–Pacific	4
A closed-form pricing formula for European options in an illiquid asset market	4
COVID-19 and tourism sector stock price in Spain: medium-term relationship through dynamic regression models	4
Gazing through the bubble: an experimental investigation into financial risk-taking using eye-tracking	4
Blockchain and digital finance	4
Financial decision-making behaviors of Ethnic Tibetan Households based on mental accounting	4
Trade credit financing for supply chain coordination under financial challenges: a multi-leader–follower game approach	4
Editor’s introduction	4
The function and impact of cryptocurrency and data technology in the context of financial technology: introduction to the issue	4
Tracking market and non-traditional sources of risks in procyclical and countercyclical hedge fund strategies under extreme scenarios: a nonlinear VAR approach	4
Do U.S. economic conditions at the state level predict the realized volatility of oil-price returns? A quantile machine-learning approach	4
Discovering optimal weights in weighted-scoring stock-picking models: a mixture design approach	4
Cryptocurrency technology revolution: are Bitcoin prices and terrorist attacks related?	4
The nature and sources of international variation in formal institutions related to initial coin offerings: preliminary findings and a research agenda	4
Combined soft measurement on key indicator parameters of new competitive advantages for China's export	4
A theory of very short-time price change: security price drivers in times of high-frequency trading	4
Effects of financial development and capital accumulation on labor productivity in sub-Saharan Africa: new insight from cross sectional autoregressive lag approach	4
Entrepreneurial, institutional and financial strategies for FinTech profitability	4
Tax avoidance and earnings management: a neural network approach for the largest European economies	3
Light a lamp and look at the stock market	3
The time-varying effects of oil prices on oil–gas stock returns of the fragile five countries	3
Detecting conflicts of interest in credit rating changes: a distribution dynamics approach	3
Nonlinear dynamics in Divisia monetary aggregates: an application of recurrence quantification analysis	3
The impact of working capital management on credit rating	3
Sovereign default network and currency risk premia	3
Are life insurance futures a safe haven during COVID-19?	3
A note on calculating expected shortfall for discrete time stochastic volatility models	3
Volatility spillovers, structural breaks and uncertainty in technology sector markets	3
Effect of blockchain technology initiatives on firms’ market value	3
Predicting the returns of the US real estate investment trust market: evidence from the group method of data handling neural network	3
Consumer choices under new payment methods	3
Claim reserving for insurance contracts in line with the International Financial Reporting Standards 17: a new paid-incurred chain approach to risk adjustments	3
Stock profiling using time–frequency-varying systematic risk measure	3
Extreme dependencies and spillovers between gold and stock markets: evidence from MENA countries	3
A socioeconomic approach to the profile of microcredit holders from the Hispanic minority in the USA	3
Novel modelling strategies for high-frequency stock trading data	3
Trading stocks following sharp movements in the USDX, GBP/USD, and USD/CNY	3
The impact of gross domestic product on the financing and investment efficiency of China’s commercial banks	3
Capital mobility in Latin American and Caribbean countries: new evidence from dynamic common correlated effects panel data modeling	3
Energy crypto currencies and leading U.S. energy stock prices: are Fibonacci retracements profitable?	3
The influence of CEO’s financial literacy on SMEs technological innovation: the mediating effects of MCS and risk-taking	3
Currencies of greater interest for central Asian economies: an analysis of exchange market pressure amid global and regional interdependence	3
Network DEA based on DEA-ratio	3
The role of natural resources in financial expansion: evidence from Central Asia	3