The Correlation Between the Stock Market and Bitcoin During COVID-19 and Other Uncertainty Periods

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The relationship between traditional financial markets and digital assets like Bitcoin has long intrigued investors, economists, and researchers. As cryptocurrencies gain mainstream traction, understanding how Bitcoin behaves relative to the stock market—especially during periods of high uncertainty—has become increasingly vital for portfolio diversification, risk management, and investment strategy development.

This article explores the evolving dynamics between the S&P 500 and Bitcoin, focusing on the impact of global uncertainty, particularly during the onset of the COVID-19 pandemic. Drawing from empirical research using advanced econometric models, we analyze how market shocks and volatility spill over from equities to Bitcoin, and whether Bitcoin truly functions as a safe-haven asset.


Understanding Bitcoin’s Role in Financial Markets

Bitcoin emerged as a decentralized digital currency with the promise of independence from traditional financial systems. Initially seen as a speculative asset, it has gradually been considered for inclusion in investment portfolios due to its potential for high returns and low correlation with conventional assets.

However, the narrative around Bitcoin’s role as a hedge or safe haven has been debated. While some studies suggest Bitcoin can diversify risk (Bouri et al., 2017; Shahzad et al., 2019), others argue its high volatility and sensitivity to macroeconomic shocks limit its effectiveness during crises.

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The Impact of Global Uncertainty on Market Dynamics

Uncertainty—driven by geopolitical tensions, economic policy shifts, or global health crises—often triggers volatility across financial markets. The Economic Policy Uncertainty (EPU) Index, used in this research, quantifies such periods and helps assess how different assets respond under stress.

The outbreak of COVID-19 in early 2020 marked one of the most significant global shocks in recent history. Financial markets plummeted, with the S&P 500 experiencing sharp declines. Bitcoin followed a similar trajectory, dropping from over $9,000 in January 2020 to below $4,000 in March—a stark contrast to the expectations of many who viewed it as a digital gold alternative.

This synchronized movement suggests that during extreme uncertainty, Bitcoin may lose its diversification benefits and instead behave like a risk-on asset, closely tied to broader market sentiment.


Methodology: Quantile Regression and VAR-GARCH Modeling

To examine the relationship between the stock market and Bitcoin returns under varying uncertainty levels, this study employs two robust statistical approaches:

1. Quantile Regression

This method evaluates how the S&P 500’s returns influence Bitcoin returns across different market conditions—low, medium, and high uncertainty. Unlike traditional linear regression, quantile regression captures tail behaviors, offering deeper insight into extreme market movements.

2. VAR(1)–GARCH(1,1) Model

This model investigates volatility spillovers between markets. By analyzing conditional variances, it determines whether shocks in the stock market transmit volatility to Bitcoin.

The dataset spans weekly observations from January 2016 to January 2021, covering pre-pandemic stability and post-COVID turbulence. Bitcoin prices were sourced from CoinGecko, while S&P 500 data and the EPU Index provided context for market conditions.


Key Findings: When Markets Move Together

Stock Market Influence on Bitcoin Returns

Empirical results reveal that the S&P 500’s lagged returns significantly affect Bitcoin—but only during high-uncertainty periods:

This indicates that Bitcoin does not act as a safe haven when markets are under severe stress. Instead, it becomes integrated into broader financial risk flows.

Volatility Spillover Confirmed

The GARCH model results confirm a volatility spillover effect from the stock market to Bitcoin:

However, no reverse spillover was detected: Bitcoin’s volatility does not significantly influence the S&P 500. Given the relatively small size of the crypto market compared to equities, this asymmetry is expected.


Implications for Investors and Portfolio Managers

These findings challenge the popular notion that Bitcoin serves as a reliable hedge during crises. Instead, they suggest:

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For institutional and retail investors alike, this means timing and context matter. Allocating to Bitcoin should be done with awareness of prevailing macroeconomic conditions and global risk sentiment.


Frequently Asked Questions (FAQ)

Q: Is Bitcoin a safe-haven asset like gold?

No. Unlike gold, which tends to retain or increase value during crises, Bitcoin has shown strong correlation with equities during high-uncertainty periods like COVID-19. It lacks the historical track record and market stability of traditional safe havens.

Q: Why did Bitcoin crash alongside stocks in March 2020?

During the initial phase of the pandemic, investors faced liquidity crunches. Many sold off volatile assets—including Bitcoin—to cover losses or meet margin calls. This "risk-off" behavior linked crypto performance to broader market trends.

Q: Does uncertainty always increase Bitcoin’s correlation with stocks?

Not always. The research shows that correlation spikes only during extreme uncertainty, such as pandemics or systemic financial shocks. In normal or moderately uncertain times, Bitcoin maintains low correlation.

Q: Can Bitcoin still be part of a diversified portfolio?

Yes—but strategically. Bitcoin can enhance returns over the long term and offer diversification benefits in stable markets. However, investors should reduce exposure during rising uncertainty to avoid amplified volatility.

Q: What models best capture Bitcoin’s relationship with traditional markets?

Quantile regression and VAR-GARCH models are particularly effective. They account for non-linear relationships and volatility clustering—key features of cryptocurrency markets.

Q: Will Bitcoin decouple from stocks in the future?

Possibility exists as adoption grows and regulatory clarity improves. However, until crypto markets mature in size and stability, short-term correlations during crises are likely to persist.


Conclusion: Rethinking Bitcoin’s Market Role

The evidence is clear: Bitcoin is not immune to global financial shocks. During periods of high uncertainty—especially events like the COVID-19 pandemic—its returns and volatility become closely tied to those of the stock market.

While this limits its effectiveness as a safe haven in the short term, it doesn't negate its long-term value. For investors, the key takeaway is contextual awareness. Understanding when Bitcoin diverges or converges with traditional markets allows for smarter allocation decisions.

As financial ecosystems evolve, so too will the role of digital assets. Until then, treating Bitcoin as a high-potential but high-sensitivity component of a balanced portfolio remains the most prudent approach.

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Core Keywords:
Bitcoin, stock market correlation, uncertainty, volatility spillover, safe-haven asset, COVID-19, financial markets