Cautions · 01Volatility and Market Stability
439 papers19.2% of this theme group
Researchers caution about price swings and risk exposure in crypto‑linked portfolios.
Cryptocurrency (398) · Econometrics (105) · Volatility (152) · Portfolio (73)
Cryptocurrency in global dynamics: Analyzing the Crypto Volatility Index and financial markets with machine learning
Cryptocurrencies and Financial Markets: Assessing Volatility, Risk, and Regulation
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Cautions · 02Economic Limits of Crypto Payments
436 papers19.0% of this theme group
Analyses question the scalability and practical constraints of digital currencies in commerce.
Cryptocurrency (405) · Virtual currency (60) · Currency (98) · Commerce (42)
Cryptocurrencies and Blockchain: Opportunities and Limits of a New Monetary Regime
The Economics of Cryptocurrencies - Bitcoin and Beyond
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Cautions · 03Protocol Safety and Transaction Integrity
377 papers16.5% of this theme group
Papers evaluate security of proof‑of‑work and database transaction mechanisms.
Cryptocurrency (303) · Computer security (105) · Database transaction (67) · Proof-of-work system (20)
Safety analysis of Bitcoin improvement proposals
Analyzing Bitcoin Blockchain Data: Insights, Coefficients and Model Adequacy
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Cautions · 04Transparency and Governance Concerns
326 papers14.2% of this theme group
Research addresses the need for clearer oversight and auditability in blockchain systems.
Blockchain (277) · Distributed ledger (55) · Cryptocurrency (228) · Transparency (43)
Review on Blockchain Technology
Leveraging Blockchain Technology to Strengthen Cybersecurity in Financial Transactions: A Comprehensive Analysis
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Cautions · 05Integration with Existing Payment Infrastructure
323 papers14.1% of this theme group
Studies examine hurdles of merging digital currencies with current financial and mobile payment networks.
Digital currency (169) · Currency (152) · Payment (120) · Mobile payment (38)
IMPLEMENTATION OF NATIONAL DIGITAL CURRENCIES: POTENTIAL IMPACT ON THE FINANCIAL SYSTEM AND PROSPECTS FOR INTEGRATION WITH INTERNATIONAL PAY
Exploring the Economic Impact of Digital Currencies on Traditional Financial Systems: Challenges and Opportunities
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Cautions · 06Monetary Policy Implications of CBDCs
266 papers11.6% of this theme group
Works discuss how central bank digital currencies could affect traditional policy tools.
Digital currency (242) · Central bank (83) · Currency (154) · Monetary policy (66)
Central bank digital currency
The Adoption of Central Bank Digital Currency
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Cautions · 07Risk Metrics for Crypto Investments
124 papers5.4% of this theme group
Analyses focus on Sharpe ratios, volatility modeling, and technical‑analysis reliability.
Sharpe ratio (121) · Volatility (122) · Technical analysis (28) · Security token (29)
KEY Cryptocurrency Deep Dive: Volatility, Risk‑Adjusted Returns & Outlook (2022‑2025)
FOR Cryptocurrency Deep Dive: Trends, Volatility, and Outlook (2022‑2025)
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