Finance and Financial Management Commons^™

Diversification For Stock Markets: Commodities Or Crypto, Mico Apostolov, Simone Domenico Scagnelli, Lorenzo Vasile

Research outputs 2022 to 2026

The question that an asset could serve as a good store of value has been brought up a number of times, especially due to major market shocks. Despite the long-held belief that gold serves as a safe haven, a growing body of contemporary literature perpetually assesses this notion. Whether cryptocurrencies, namely Bitcoin as the most well-known of them, as an asset, can serve as a safe haven or hedge gains traction in research. This study investigates the relationship of gold and Bitcoin to S&P 500 stock index and the possibility that these might serve as a safe haven in respect …

Safe Haven Assets Analysis For Stock Indices Of Countries With The Highest Crypto Adoption Rate, William Smith Abdiel Sutanto Simaremare, Dzakwansyah Torana Riawan, Muhammad Ikhwan Fadillah, Agustini Hamid, Yudith Dyah Hapsari

International Conference on Business and Management Research (ICBMR)

This research investigated the effectiveness of gold, WTI, 5-year government bonds and Bitcoin as a safe haven asset. The analysis included 10 stock indices of countries with the highest crypto adoption rate. We applied quantile regression method processed to evaluate the relationship across different points of the return distribution. The findings revealed that 5-year government bonds show more negative correlation with the stock indices which imply that government bonds have better potential as safe haven assets compared to gold, WTI, and Bitcoin during the 2020-2024 period. This finding offered guidance for investors in these countries to construct the optimal portfolio …

Essays On Innovation And Financial Markets Cryptoassets And Other Financial Technologies, Zachary Ethan Glatzer

Electronic Theses and Dissertations

In this manuscript, I present essays that examine the role of innovation in financial markets. The first essay introduces a classification framework for cryptoassets. Existing approaches either apply overly broad economic-function criteria or rely on narrow legal definitions, neither of which adequately captures the diversity of digital assets. This essay proposes a two-track framework that integrates both functional roles and technical structure. By bridging the gap between traditional asset categories and emerging digital instruments, this framework offers actionable guidance for policymakers assessing regulatory treatment, practitioners evaluating risk profiles, and academics engaged in research at the intersection of digital finance and …

In Crypto We Trust: A Cross-National Comparison Of Factors Affecting Trust In Cryptocurrencies, Arif Perdana, W. Eric Lee, Chu Yeong Lim, Gary Pan, Poh Sun Seow

Research Collection School Of Accountancy

Background: Trust in cryptocurrencies is a complex and evolving construct influenced by technological, economic, and social factors. Unlike traditional information systems that rely on institutional trust, cryptocurrency users often depend on underlying technology and community insights. Despite growing interest, existing research has primarily focused on narrow aspects of trust, with limited cross-national perspectives and comprehensive models.

Method: This study investigates how geographic differences impact user trust in cryptocurrencies by surveying 644 respondents from China, Germany, and the USA. Drawing on established trust formation theories, it utilizes a comprehensive model encompassing technological, economic, and social factors.

Results: Our analysis reveals multiple …

Optimizing Bitcoin Allocation: Predictability Of Bitcoin Portfolio Weights Through Macroeconomic Variables, Kirby Baynes

CMC Senior Theses

This thesis examines whether Bitcoin is a beneficial asset in a diversified, mean-variance optimized portfolio and whether its portfolio weights can be reliably predicted using macroeconomic variables. Using data from December 2013 to February 2025, the analysis applies rolling-window portfolio optimization and OLS regressions with Newey-West standard errors to test the relationship between Bitcoin allocations and a set of macroeconomic indicators. Results show that Bitcoin receives non-zero weights across portfolios and that its optimal allocation is sensitive to variables such as changes in the Credit Spread and Yield Curve. These variables were statistically significant in several models and produced meaningful …

Critical Success Factors Of Users’ Continuous Intention Of Adopting Cryptocurrency Exchanges: Las-Vict Principle, Cheuk Hang Au, Kevin K.W. Ho, Kris M.Y. Law, Dickson K.W. Chiu

Research outputs 2022 to 2026

The proliferation of cryptocurrencies has contributed to the emergence of different cryptocurrency exchanges (crypto-exchanges). While these services may be regarded as FinTech, involving cryptocurrency as the major transaction currency has made these services potentially distinctive from other fiat-based FinTech services. Thus, the critical success factors of crypto-exchanges may not be identical to those of other fiat-based FinTech services. Grounded on theories related to FinTech and service varieties, we developed a survey and explored the role of different factors on users’ continuous intention of adopting the crypto-exchanges. Our results suggested that when users perceive specific crypto-exchange characteristics, they are more likely …

A Full-History Network Dataset For Btc Asset Decentralization Profiling, Ling Cheng, Qian Shao, Fengzhu Zeng, Feida Zhu

Research Collection School Of Computing and Information Systems

Since its advent in 2009, Bitcoin (BTC) has garnered increasing attention from both academia and industry. However, due to the massive transaction volume, no systematic study has quantitatively measured the asset decentralization degree specifically from a network perspective.In this paper, by conducting a thorough analysis of the BTC transaction network, we first address the significant gap in the availability of full-history BTC graph and network property dataset, which spans over 15 years from the genesis block (1st March, 2009) to the 845651-th block (29, May 2024). We then present the first systematic investigation to profile BTC's asset decentralization and design …

Do Investors Value Firm's Application Of Cryptocurrency And Blockchain Technology?, Shensi Wang

Open Access Theses & Dissertations

This paper examines how investors view a firm's involvement with cryptocurrency or blockchain technology, measured by 10-K disclosures containing the related keywords. I find that investors negatively react to the information related to cryptocurrency or blockchain in the three-day window, but the negative trend is reversed after day four. Surprisingly, the topic analysis indicates that the market reacts positively to all topics related to cryptocurrency and blockchain, except for the "competition environment," suggesting that factors outside adopting cryptocurrency or blockchain affect the negative correlations observed before.

The Value Of Cryptocurrency In An Efficient Portfolio, Bryn Taylor

Finance Undergraduate Honors Theses

With the recent approval of Bitcoin-backed exchange traded-funds, it is now easier than ever for mainstream investors to gain exposure to cryptocurrencies. This paper aims to employ the Markowitz efficient frontier model to determine the potential for cryptocurrency investment to increase the risk-adjusted performance of a diversified portfolio of stocks and bonds. The analysis finds that investors can expect a meaningful increase of 4.41% to the risk-adjusted performance of their portfolio when allocating 4.83% of their total investment to cryptocurrency. However, this potential increase is highly sensitive to cryptocurrency returns, volatility, and correlations to stock. As such, whether adding cryptocurrency …

Characteristics Of Proliferating Cryptocurrencies: A Comparative Study Between Stable And Non-Stable Cryptocurrencies, Cheuk Hang Au, Gerrard Li, Wen Shou Hsu, Po Hsu Shieh, Kris M.Y. Law

Research outputs 2022 to 2026

The emergence of cryptocurrencies has caught the attention worldwide. Some parties have considered issuing cryptocurrencies an excellent opportunity to raise capital and other businesses. However, the factors that foster the proliferation of cryptocurrency are not fully explored. This paper documented a comparative case study of USDT (a successful stablecoin) and EOS (a successful non-stable cryptocurrency). Based on our findings and previous literature, we suggested a Technology-Institution-Market (TIM) framework for cryptocurrency proliferation. We also elaborated on previous FinTech product development and adoption theories and provided some practical implications for cryptocurrency investors, issuers and regulators.

Market Reaction Test On Banks & Brokers Based On Bitcoin Price History. A Look At National Commercial Banks And Security Broker, Exchanges, And Service Stocks Following The Most Volatile Swings In Bitcoin’S Price., Payton Earl

CMC Senior Theses

This paper examines if there is an inverse correlation between Bitcoin’s most volatile price swings and national commercial banks and security brokers, exchanges and service companies performance. Company performance in the dataset is measured by Cumulative Abnormal Returns during 2021 within a two-day period where Bitcoin has had the most significant uptick and downtick events. Using a market-adjusted model for my regression, it is concluded that Bitcoin’s largest uptick event did indeed have an inversely negative effect on traditional banks and trading securities companies, as the Cumulative Abnormal Returns were negative for my 107 observations and the event was statistically …

Bitcoin As A Legal Tender: The Case Of El Salvador, Ariela Samour

Honors College Theses

On September 7, 2021, President Nayib Bukele made Bitcoin a legal tender in El Salvador. This action cemented El Salvador as the first country in the world to make cryptocurrency a legal medium of exchange. As a new legal currency, Bitcoin could be used in any transaction, from purchasing a cup of coffee to paying taxes inside the country. This paper discusses the background of the decision to make Bitcoin a legal tender in El Salvador and addresses how it affects socio-economic problems. Finally, the study administered a survey to more than 300 individuals in El Salvador to investigate the …

Modelling Sentiment And Trader Aggressiveness In Cryptocurrency Markets: An Empirical Analysis Of The Bitcoin Limit Order Book., Angelique Nicole Huei Yin Thang

Dissertations and Theses Collection (Open Access)

Cryptocurrency assets are inherently susceptible to social sentiment. Due to emotional contagion, extreme emotions influence and drive traders’ order execution behaviour. This study aims to empirically model the relationship between sentiment and trader aggressiveness for two types of traders: Whales and Retails. Additionally, I uncover the mediating roles of momentum, mean reversion, and market timing underpinning the dynamics of the off-chain Bitcoin market. Time series data collected from the Coinbase level 3 Bitcoin limit order book is first reconstructed to access its core structure. Next, sentiment data from Reddit is extracted and processed using an internal Natural Language Processing pipeline. …

On The Volatility And Market Inefficiency Of Bitcoin During The Covid-19 Pandemic, Cesar C. Rufino

DLSU Business & Economics Review

The COVID-19 pandemic has been causing unprecedented economic downturn worldwide. As it wreaks havoc on every aspect of global economic activities, stakeholders are wondering how its impact can be quantified to craft viable responses. In the exotic field of cryptocurrencies, prior to the pandemic, everyone was excited about Bitcoin and its multitude of potentials. However, a day after COVID-19 was officially announced by the World Health Organization as a pandemic, the rate of return to Bitcoin dropped by an unheard-of one-day decline of -46.5%, and people started to rethink the prospects of Bitcoin. A day after this steep decline, Bitcoin …

The Cryptocurrency Participation Puzzle, Ran Duchin, David H. Solomon, Jun Tu, Xi Wang

Research Collection Lee Kong Chian School Of Business

We show that ongoing zero portfolio weights in cryptocurrency are surprisingly difficult to generate in a standard Bayesian portfolio theory framework. With ten years of prior data, equity market investors would need very pessimistic priors on mean returns to justify never having bought cryptocurrency: -10.6% per month for Bitcoin, and -19.6% per month for a diversified portfolio of cryptocurrencies. Moreover, most priors that involve never purchasing cryptocurrency imply that investors should short cryptocurrency. Optimal absolute weights are generally small but non-trivial (1-5%), frequently positive, and fairly smooth despite returns being volatile. Under a wide range of priors, the certainty equivalent …

Coinbase Global Inc. Strategic Audit, Decker Bobin

Honors Program: Senior Projects (Public)

Coinbase is a cryptocurrency exchange founded in the U.S during 2012 by Brian Armstrong and Fred Ehrsam. Coinbase’s application allows users to buy, sell, and exchange different cryptocurrencies on the open market. Cryptocurrencies are digital assets used as a medium to quickly transfer value, globally, without any middleman. Some cryptocurrencies have different technology than others, but all are based on blockchain, and cryptography. Blockchain technology allows transactions to be built into a chain that is forever accessible, hence the name “public ledger.” Cryptography is what ensures ultimate ownership, through seed phrases, and security through encryption. Coinbase has several large competitors …

Bitcoin, Blockchain Technology, And Cryptocurrencies, Jeffrey Dodson

Information Systems Undergraduate Honors Theses

The blockchain based cryptocurrency known as Bitcoin was theorized in a whitepaper published October 28, 2008, by Satoshi Nakamoto (pseudonym) (Nakamoto, 2008). The paper, titled, “Bitcoin: A Peer-to-Peer Electronic Cash System,” laid out a digital currency creation/exchange structure that employs a decentralized ledger that would later run on the author’s open-source application (Nakamoto, 2008). The main innovation of this technology is found within the security benefits provided by the proof-of-work consensus mechanism that requires solving a mathematic trap-door compression function to verify transactions/blocks added to the blockchain. On January 3, 2009, the genesis block, a term for the first block …

Cryptocurrencies, Diversification And The Covid-19 Pandemic, David E. Allen

Research outputs 2022 to 2026

This paper features an analysis of cryptocurrencies and the impact of the COVID-19 pandemic on their effectiveness as a portfolio diversification tool and explores the correlations between the continuously compounded returns on Bitcoin, Ethereum and the S&P500 Index using a variety of parametric and non-parametric techniques. These methods include linear standard metrics such as the application of ordinary least squares regression (OLS) and the Pearson, Spearman and Kendall’s tau measures of association. In addition, non-linear, non-parametric measures such as the Generalised Measure of Correlation (GMC) and non-parametric copula estimates are applied. The results across this range of measures are consistent. …

Flight To Bitcoin, Gloria Yang Yu, Jinyuan Zhang

Research Collection Lee Kong Chian School Of Business

This paper uncovers an overlooked motivation of Bitcoin investment: investors hold Bitcoin as an asset on which government authorities have limited influence. Consistent with this motivation, we document a flight-to-Bitcoin (FTB) phenomenon whereby local demand for Bitcoin increases with local economic policy uncertainties and Bitcoin ownership shifts from centralized exchanges to decentralized wallets amid such turbulence. FTB is driven by investors’ lack of confidence in government as FTB is stronger in countries where the confidence in government is low and corruption incidents surge. Finally, a comparison with safe-haven assets further differentiates FTB from flight-to-safety.

Decentralizing Money: Bitcoin Prices And Blockchain Security, Emiliano Sebastian Pagnotta

Research Collection Lee Kong Chian School Of Business

We address the determination of bitcoin prices and decentralized security. Users forecast the transactional and resale values of holdings, pricing the risk of systemic attacks. Miners contribute resources to protect against attackers and compete for block rewards. Bitcoin's design leads to multiple equilibria: the same blockchain technology is consistent with sharply different price and security levels. Bitcoin's monetary policy can lead to welfare losses and deviations from quantity theory. Price-security feedback amplifies fundamental shocks' volatility impact and leads to boom and busts unconnected to fundamentals. We characterize how viability versus fiat currency depends on bitcoin's relative acceptability and inflation protection.

Redefining Banking Through Defi: A New Proposal For Free Banking Based On Blockchain Technology And Defi 2.0 Model, Francesco Spinoglio

Journal of New Finance

This article aims to offer a new free banking proposal with a 100% cash ratio that uses the DeFi 2.0 model. The current monetary system, based on Central Banking with fractional reserve, has created a huge debt spiral and has distorted the entire production system, which produces deep recurring socioeconomic crises that increasingly impoverish citizens. This paper presents an innovative proposal that aims to take advantage of blockchain technology using the Defi 2.0 model. It would be a first attempt to merge centralized finance with the DeFi world, laying the foundation for a fairer and more decentralized monetary society.

Modeling The Impact Of Adding Cryptocurrency In A Portfolio, Ashley Pineault

Honors Theses and Capstones

This study examines the backgrounds of Bitcoin and Ethereum. How they came about, where they differ from one another in functions, and what investors believe will be a better cryptocurrency stock as an investment to include in an optimized portfolio. It will also study the impact of adding two leading cryptocurrencies, Bitcoin and Ethereum, into a hypothetical, optimal investment portfolio. Data collection includes the adjusted closing price of 30 diversified stocks from 2016 to 2021. Those adjusted closing prices are the beginning of determining the optimal portfolio for three separate portfolios. One has the Ethereum cryptocurrencies, the other has Bitcoin …

Should Cryptocurrency And Nft’S Be Used As Collateral?, John M. Helmanis

Honors Theses and Capstones

Nothing has captured the attention of modern finance quite like cryptocurrencies and non-fungible tokens (NFT), whether it’s the massive skyrocketing price or the next day's sudden drop wiping out millions of dollars seemingly overnight. This paper seeks to understand cryptocurrencies and NFT's position in modern finance in terms of collateral. Specifically, the question that will be answered is should cryptocurrencies and NFTs be used as collateral? This question has relevance because widespread use as collateral would signify validation as an asset class that holds value. Some cryptocurrency brokers are making loans backed by cryptocurrency, but currently, no major banks are …

A Reexamination Of The Illiquidity Premium In Cryptocurrencies, Wyatt Fitz

All Graduate Plan B and other Reports, Spring 1920 to Spring 2023

In this study, I examine the illiquidity premium amongst the 372 most actively traded cryptocurrencies from September 2014 to May 2021. I find that the average returns on the most illiquid cryptocurrencies are larger than those on the most liquid cryptocurrencies. My results are robust to different weighting mechanisms for the market index and to various asset pricing model specifications. These results suggest that an investor might be able to go long a portfolio of illiquid cryptocurrencies while simultaneously shorting a portfolio of liquid cryptocurrencies to effectively generate a positive risk-adjusted return.

Bitcoin As A Viable Alternative To Legacy Reserve Assets: Reasons, Risks, And Adoption, Jeffry Blake Dunson Ii

Senior Honors Theses

Reserve assets include commodities, currencies, or other capital held by institutions as a hedge against the fluctuations of external factors. While the United States’ rise to power helped establish the US dollar as the most predominant reserve asset of the past fifty years, current events & the fast pace of technological advancement has exposed some limitations in the system. Blockchain technology has allowed for assets with cryptographically verifiable integrity that fundamentally depart from the US dollar standard and has potential to overhaul reserve assets as we know it. The course of this research details the downsides of legacy reserve assets, …

Bitcoin: The Pioneer Of Cryptocurrency With A Limited Dream, Anna M. Gellerman, Benjamin Zheng

Publications and Research

BitCoin is the most well known and adaptable cryptocurrency today. Due to the evolvement of the cryptocurrency market, many are thinking what this could mean for society; is the world ready for a new mainstream medium of exchange? This poster argues that although BitCoin is functional for small scale payments, it is inadaptable to become a payment tool comparable to cash and card.

Traceable Monero: Anonymous Cryptocurrency With Enhanced Accountability, Yannan Li, Guomin Yang, Wily Susilo, Yong Yu, Man Ho Au, Dongxi Liu

Research Collection School Of Computing and Information Systems

Monero provides a high level of anonymity for both users and their transactions. However, many criminal activities might be committed with the protection of anonymity in cryptocurrency transactions. Thus, user accountability (or traceability) is also important in Monero transactions, which is unfortunately lacking in the current literature. In this paper, we fill this gap by introducing a new cryptocurrency named Traceable Monero to balance the user anonymity and accountability. Our framework relies on a tracing authority, but is optimistic, in that it is only involved when investigations in certain transactions are required. We formalize the system model and security model …

Technology In Finance, Bryan Herlihy

Research and Innovation Village

As a technology continues to improve rapidly, every company in all sectors must learn how to adapt or otherwise face the consequences of going bankrupt. One industry in particular that is continuously innovating is finance. In finance, technology had developed into artificial intelligence.

Impact Of Covid-19 On Cryptocurrencies: Evidence On Information Transmission Through Economic And Financial Market Sentiments, Irfan Haider Shakri, Jaime Yong, Erwei Xiang

Research outputs 2014 to 2021

This paper investigates the relationship between the COVID-19 crisis and the two leading cryptocurrencies, Bitcoin and Ethereum, from 31 December 2019 to 18 August 2020. We also use an economic news sentiment index and financial market sentiment index to explore the possible mechanisms through which COVID-19 impacts cryptocurrency. We employ a VAR Granger Causality framework and Wavelet Coherence Analysis and find the cryptocurrency market was impacted in the early phase of the sample period through economic news and financial market sentiments, but this effect diminished after June 2020.

Contemporary Investment Strategies And Comparison Applications Of Bitcoin, William Gregg Vi, Thanh Nguyen

University of South Carolina Upstate Student Research Journal

Bitcoin is an effective component to any investor's portfolio. The purpose of this research paper was to study the capabilities Bitcoin has to investors and anyone interested in learning more about cryptocurrencies. What are the strategic applications of Bitcoin and why should it be used over other types of assets? Bitcoin offers diversification capabilities to commodities, equities, bonds, the U.S. dollar, and most stock market indices. It can offer hedging capabilities against the U.S. dollar, Ethereum, stock market indices, and commodity uncertainty. The Financial Times Stock Exchange 100 (FTSE100) is an example of an index that Bitcoin can hedge against. …