13,825papers
13,825worldwide comparison pool
—India-affiliated papers
Research orientation
Contribution mix
Tone counts: 12,714 positive · 252 neutral · 859 negative.
Common problems researchers identify
3,295 papers · 23.8% of this field
- Financial services1,723 papers
- FinTech1,301 papers
- Financial inclusion570 papers
- Payment489 papers
- Government245 papers
- Financial literacy205 papers
- Cryptocurrency201 papers
- Investment172 papers
Landmark: The digital revolution in financial inclusion: international development in the fintech era
Cautions
1,411 papers · 10.2% of this field
- Financial services670 papers
- FinTech538 papers
- Financial inclusion348 papers
- Payment283 papers
- Financial literacy129 papers
- Mobile payment102 papers
- Digital currency95 papers
- Investment91 papers
Landmark: Blockchain Technology in Finance
Opportunities
5,204 papers · 37.6% of this field
- Financial services2,148 papers
- FinTech1,839 papers
- Financial inclusion1,123 papers
- Financial literacy786 papers
- Payment749 papers
- Database transaction382 papers
- Investment314 papers
- Mobile payment301 papers
Landmark: On the Fintech Revolution: Interpreting the Forces of Innovation, Disruption, and Transformation in Financial Services
Leading institutions
University of Manchester
727 University of the West of England
716 Universidad de Zaragoza
685 Leading researchers
Highly cited breakthrough-labelled papers
- On the Fintech Revolution: Interpreting the Forces of Innovation, Disruption, and Transformation in Financial Services1,820 citations
- Intention to use analytical artificial intelligence (AI) in services – the effect of technology readiness and awareness370 citations
- The FinTech phenomenon: antecedents of financial innovation perceived by the popular press240 citations
- FinTech ecosystem practices shaping financial inclusion: the case of mobile money in Ghana116 citations
- CBDC, Fintech and cryptocurrency for financial inclusion and financial stability100 citations
Common problems researchers identify
10,570 papers · 7 recurring themes
Common problems researchers identify · 01Fintech / Financial Services
1,447 papers24.1% of this theme group
FinTech (679) · Financial services (885) · Financial inclusion (269) · Financial innovation (90)
Enriching Financial Inclusion through Fintech
DIGITAL TRANSFORMATION IN THE BANKING SYSTEM: PROSPECTS FOR COOPERATION BETWEEN FINTECH COMPANIES AND BANKS
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Common problems researchers identify · 02Payment / Payment System
1,364 papers22.7% of this theme group
Payment (1,251) · Payment system (509) · Payment service provider (217) · Settlement (86)
Better than Cash, but Beware the Costs: Electronic Payments Systems and Financial Inclusion in Developing Economies
ISSUES AND CHALLENGES OF ELECTRONIC PAYMENT SYSTEMS
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Common problems researchers identify · 03Mobile Payment / Mobile Banking
1,149 papers19.1% of this theme group
Mobile payment (869) · Mobile banking (220) · Mobile business development (111) · Mobile phone (135)
User Acceptance Testing of Mobile Payment in Various Scenarios
Exploring Determinants Influencing the Intention to Use Mobile Payment Service
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Common problems researchers identify · 04Credit Card Fraud / Credit Card
692 papers11.5% of this theme group
Credit card fraud (107) · Credit card (118) · Financial fraud (43) · Computer security (107)
Machine Learning for Credit Card Fraud Detection
Credit Card Fraud Detection and Analysis
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Common problems researchers identify · 05Algorithmic Trading / High-Frequency Trading
585 papers9.8% of this theme group
Algorithmic trading (222) · High-frequency trading (148) · Alternative trading system (140) · Insider trading (79)
High-Frequency Trading and Its Impact on Markets
High-Frequency Trading: A Regulatory Strategy
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Common problems researchers identify · 06Portfolio / Portfolio Optimization
404 papers6.7% of this theme group
Portfolio (386) · Portfolio optimization (163) · Modern portfolio theory (70) · Post-modern portfolio theory (46)
Machine Learning Optimization Algorithms & Portfolio Allocation
Portfolio Optimization: New Challenges and Perspectives
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Common problems researchers identify · 07Money Laundering / Terrorism
359 papers6.0% of this theme group
Money laundering (320) · Terrorism (65) · Accounting (54) · Compliance (44)
National and international anti-money laundering law : developing the architecture of criminal justice, regulation and data protection
Balancing anti-money laundering measures and financial inclusion
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Cautions
3,742 papers · 7 recurring themes
Cautions · 01Fintech / Financial Services
756 papers20.2% of this theme group
FinTech (412) · Financial services (449) · Financial inclusion (227) · Financial innovation (65)
The Role of Fintech Technology in Improving Financial Inclusion and Financial System Stability
Advancing Financial Inclusion through FinTech: A Regulatory Insight into Emerging Industry Practices
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Cautions · 02Algorithmic Trading / High-Frequency Trading
579 papers15.5% of this theme group
Algorithmic trading (254) · High-frequency trading (153) · Alternative trading system (102) · Trading strategy (117)
High Frequency Trading and Its Impact on Market Quality
Implementing High Frequency Trading Regulation: A Critical Analysis of Current Reforms
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Cautions · 03Payment / Payment System
565 papers15.1% of this theme group
Payment (536) · Payment system (180) · Reimbursement (36) · Prospective payment system (34)
Hospital response to a new case-based payment system in China: the patient selection effect
Payments transition in India – consumer preferences and policy shifts
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Cautions · 04Portfolio / Portfolio Optimization
522 papers13.9% of this theme group
Portfolio (494) · Portfolio optimization (203) · Diversification (105) · Econometrics (109)
Model Risk in Portfolio Optimization
Optimization of portfolio management based on vector autoregression models and multivariate volatility models
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Cautions · 05Mobile Payment / Mobile Banking
496 papers13.3% of this theme group
Mobile payment (380) · Mobile banking (81) · Payment (228) · Mobile phone (39)
Mobile Money for Financial Inclusion
Understanding user experience of mobile money services in emerging markets
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Cautions · 06Accounting / Money Laundering
495 papers13.2% of this theme group
Accounting (63) · Money laundering (78) · Audit (50) · Credit card fraud (26)
A Review on Financial Fraud Detection using AI and Machine Learning
Use of Machine Learning in Financial Fraud Detection: A Review
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Cautions · 07Digital Currency / Blockchain
329 papers8.8% of this theme group
Digital currency (124) · Blockchain (71) · Cryptocurrency (95) · Currency (78)
Cybersecurity and Blockchain for Secure Financial Transactions: Evaluating, Implementing, and Mitigating Risks of Digital Payments
Public Payment Systems in the Digital Era: Responding to the Financial Stability and Security-related Risks of Cryptocurrencies
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Opportunities
28,937 papers · 7 recurring themes
Opportunities · 01Portfolio / Portfolio Optimization
1,697 papers28.3% of this theme group
Portfolio (1,578) · Portfolio optimization (936) · Mathematical optimization (268) · Modern portfolio theory (157)
Application of portfolio optimization
The research on portfolio optimization model and strategy for multiple objectives
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Opportunities · 02Credit Card Fraud / Credit Card
1,066 papers17.8% of this theme group
Credit card fraud (265) · Credit card (252) · Financial fraud (77) · Computer security (173)
Credit Card Fraud Detection using Machine Learning Algorithms
Analyzing Credit Card Fraud Detection based on Machine Learning Models
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Opportunities · 03Fintech / Financial Services
778 papers13.0% of this theme group
FinTech (338) · Financial services (366) · Financial inclusion (210) · Financial literacy (128)
ROLE OF FINTECH IN FINANCIAL INCLUSION
The Role of Financial Technology (FinTech) in Advancing Financial Inclusion and Equity.
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Opportunities · 04Payment / Payment System
756 papers12.6% of this theme group
Payment (623) · Payment system (247) · Database transaction (146) · Payment service provider (64)
Blockchain Based Architecture and Solution for Secure Digital Payment System
Measuring payment system development
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Opportunities · 05Mobile Payment / Payment
723 papers12.1% of this theme group
Mobile payment (555) · Payment (363) · Mobile banking (87) · Mobile device (52)
Value Added Services and Adoption of Mobile Payments
Exploring Transaction Security on Consumers’ Willingness to Use Mobile Payment by Using the Technology Acceptance Model
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Opportunities · 06Algorithmic Trading / Trading Strategy
661 papers11.0% of this theme group
Algorithmic trading (282) · Trading strategy (267) · High-frequency trading (109) · Pairs trade (68)
Algorithmic Trading and Financial Forecasting Using Advanced Artificial Intelligence Methodologies
Foreign exchange trading
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Opportunities · 07Credit Risk / Loan
319 papers5.3% of this theme group
Credit risk (96) · Loan (65) · Credit score (19) · Probability of default (13)
Application Analysis of Credit Scoring of Financial Institutions Based on Machine Learning Model
Development Of Credit Scoring Model For Borrowers Using Machine Learning Techniques
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How this field compares with the research baseline
Orientation shares compared with 25,000 papers in the reference sample.
Concerns receiving less research attention
Counts and shares refer to the stated research pool. A low count describes how much of that research is recorded here, not the absence of a real-world concern.
Institution and researcher rankings use citations to their covered work. Research scope: worldwide. This may be broader than the company geography.