From Flows to Value: Cointegration Between Bitcoin Spot ETF Assets and Bitcoin Price

Authors

  • Taghi Guliyev University of Illinois Urbana-Champaign
  • Aysu Ahmadova School of Mathematics, Cardiff University, Cardiff, United Kingdom

DOI:

https://doi.org/10.5195/ledger.2025.393

Keywords:

Bitcoin Spot ETFs, Cryptocurrency, Net Flow Analysis, Cointegration

Abstract

This study investigates the long-run relationship between the net assets of Bitcoin spot exchange-traded funds (ETFs) and Bitcoin’s price. Using daily data from 11 January 2024 to 16 May 2025, we employ cointegration techniques—Fully Modified OLS, Dynamic OLS, and Canonical Cointegrating Regression—to test for a stable equilibrium linking these series. The empirical results indicate a strong positive association in the long run: periods of expanding Bitcoin ETF assets correspond to higher Bitcoin price levels. Cointegration is confirmed at the 10% significance level, suggesting that the ETF assets under management and the Bitcoin market price move together in a persistent equilibrium. These findings support the hypothesis that ETF-driven demand exerts a lasting influence on Bitcoin’s valuation. By highlighting a structural connection between regulated Bitcoin investment vehicles and the underlying cryptocurrency, the study provides timely evidence of how financial innovation can shape asset pricing in the digital asset market.

References

Ahmadova, A., Guliyev, T., Aliyev, K. “The Relationship Between Bitcoin and Nasdaq, U.S. Dollar Index and Commodities.” International Journal of Energy Economics and Policy 14.1 281–289 (2024) https://doi.org/10.32479/ijeep.14996.

Akbulaev, N., Abdulhasanov, T. “Analyzing the Connection Between Energy Prices and Cryptocurrency Throughout the Pandemic Period.” International Journal of Energy Economics and Policy 13.1 227–234 (2023) https://ssrn.com/abstract=4428120.

Alimi, R. S. “ARDL Bounds Testing Approach to Cointegration: A Re-Examination of Augmented Fisher Hypothesis in an Open Economy.” Asian Journal of Economic Modelling 2.2 103–114 (2014) https://doi.org/10.18488/journal.8.2014.22.103.114.

Babalos, V., Bouri, E., Gupta, R. “Does the Introduction of US Spot Bitcoin ETFs Affect Spot Returns and Volatility of Major Cryptocurrencies?” The Quarterly Review of Economics and Finance 102 102006 (2025) https://doi.org/10.1016/j.qref.2025.102006.

Baur, D. G., Lucey, B. M. “Is Gold a Hedge or a Safe Haven? An Analysis of Stocks, Bonds and Gold.” The Financial Review 45.2 217–229 (2010) https://doi.org/10.1111/j.1540-6288.2010.00244.x.

Ben-David, I., Franzoni, F., Moussawi, R. “Do ETFs Increase Volatility?” The Journal of Finance 74.4 (2019) https://doi.org/10.1111/jofi.12640.

Bouri, E., Molnár, P., Azzi, G., Roubaud, D., Hagfors, L. I. “On the Hedge and Safe Haven Properties of Bitcoin: Is It Really More than a Diversifier?” Finance Research Letters 20 192–198 (2017) https://doi.org/10.1016/j.frl.2016.09.025.

Chibane, M., Janson, N. “Is Bitcoin the Best Safe Haven Against Geopolitical Risk?” Finance Research Letters 74 106543 (2025) https://doi.org/10.1016/j.frl.2024.106543.

coinfomania. “A Sharp Shift in Crypto ETF Flows Creates New Market Momentum.” Bitget (24 November 2025) https://www.bitget.com/news/detail/12560605079477.

Conlon, T., Corbet, S., McGee, R. J. “Inflation and Cryptocurrencies Revisited: A Time-Scale Analysis.” Economics Letters 206 109996 (2021) https://doi.org/10.1016/j.econlet.2021.109996.

Davis, K. “How Spot Bitcoin ETFs Are Performing Across Exchanges.” Cboe Global Markets (13 March 2024) https://www.cboe.com/insights/posts/how-spot-bitcoin-et-fs-are-performing-across-exchanges.

Dickey, D. A., Fuller, W. A. “Distribution of the Estimators for Autoregressive Time Series with a Unit Root.” Journal of the American Statistical Association 74.366 427–431 (1979) https://doi.org/10.2307/2286348.

Engle, R. F., Granger, C. W. J. “Co-Integration and Error Correction: Representation, Estimation, and Testing.” Econometrica 55.2 251–276 (1987) https://doi.org/10.2307/1913236.

Gannatti, C. “Bitcoin Correlations with Asset Classes.” WisdomTree (2021) https://www.wisdomtree.com/investments/-/media/us-media-files/documents/resource-library/market-insights/gannatti-commentary/bitcoin-correlations.pdf.

Gemayel, R., Franus, T., Bowden, J. “Price Discovery Between Bitcoin Spot Markets and Exchange-Traded Products.” Economics Letters 228 111152 (2023) https://doi.org/10.1016/j.econlet.2023.111152.

Gensler, G. “Statement on the Approval of Spot Bitcoin Exchange-Traded Products.” U.S. Securities and Exchange Commission (10 January 2024) https://www.sec.gov/newsroom/speeches-statements/gensler-statement-spot-bitcoin-011023.

Greifeld, K. “Grayscale’s GBTC Bitcoin ETF Exodus Reaches $7.4 Billion in 30 Days.” Bloomberg (26 February 2024) https://www.bloomberg.com/news/articles/2024-02-26/grayscale-s-gbtc-bitcoin-etf-exodus-reaches-7-4-billion-in-30-days.

Hu, Y., Hou, Y., Oxley, L. “Spot and Futures Prices of Bitcoin: Causality, Cointegration and Price Discovery from a Time-Varying Perspective.” University of Waikato Working Paper in Economics 19/13 (accessed 10 December 2025) https://ideas.repec.org/p/wai/econwp/19-13.html.

Hughen, W. K., Gorman, M. “Does Bitcoin Still Enhance an Investment Portfolio in a Post-Covid World?” Finance Research Letters 62.B 105170 (2024) https://doi.org/10.1016/j.frl.2024.105170.

Ivanov, S. I. “The Influence of ETFs on the Price Discovery of Gold, Silver and Oil.” Journal of Economics and Finance 37.4 453–462 (2013) https://doi.org/10.1007/s12197-011-9205-8.

Kia, K., Liu, B., Li, Q., Song, V., Xu, K. “Price Discovery in Bitcoin ETF Market.” The Financial Review 1-15 (2025) https://doi.org/10.1111/fire.70026.

Kolostyak, S. “SEC Approves Spot Bitcoin ETFs for Trading in ‘Watershed’ Move.” Morningstar (11 January 2024) https://global.morningstar.com/en-gb/markets/sec-approves-spot-bitcoin-etfs-for-trading-in-watershed-move.

Kumar, A. S., Padakandla, S. R. “Testing the Safe-Haven Properties of Gold and Bitcoin in the Backdrop of COVID-19: A Wavelet Quantile Correlation Approach.” Finance Research Letters 47.B 102707 (2022) https://doi.org/10.1016/j.frl.2022.102707.

Lawant, D., “What Can Spot ETF Flows Tell Us About the Trajectory of Bitcoin Prices? A Preliminary Statistical Investigation.” FalconX (11 October 2024) https://www.falconx.io/newsroom/what-can-spot-etf-flows-tell-us-about-the-trajectory-of-bitcoin-prices-a-preliminary-statistical-investigation.

Miśkiewicz, R., Matan, K., Karnowski, J. “The Role of Crypto Trading in the Economy, Renewable Energy Consumption and Ecological Degradation.” Energies 15.10 3805 (2022) https://doi.org/10.3390/en15103805.

Monaghan, A. “Bitcoin ‘Biggest Bubble in History,’ Says Economist Who Predicted 2008 Crash.” The Guardian (2 February 2018) https://www.theguardian.com/technology/2018/feb/02/bitcoin-biggest-bubble-in-history-says-economist-who-predicted-2008-crash.

Morrison Foerster. “Don't Get Too Excited, but the SEC Approved Bitcoin ETPs.” MoFo Insights (1 February 2024) https://www.mofo.com/resources/insights/240201-dont-get-too-excited-but-the-sec-approved-bitcoin-etps.

Nambiampurath, R. “BlackRock’s Bitcoin ETF: How It Works, Its Benefits and Opportunities.” Cointelegraph (27 June 2023) https://cointelegraph.com/learn/articles/blackrocks-bitcoin-etf.

No Author. “Bitcoin ETF trades top US$4.6 billion in ‘ground-breaking’ day.” The Business Times (12 January 2024) https://www.businesstimes.com.sg/companies-markets/banking-finance/bitcoin-etf-trades-top-us46-billion-ground-breaking-day.

Özer, M., Frömmel, M., Kamişli, M., Vuković, D. B. “Do Bitcoin Shocks Truly Cointegrate with Financial and Commodity Markets?” International Review of Financial Analysis 95.A 103354 (2024) https://doi.org/10.1016/j.irfa.2024.103354.

Park, J. Y. “Canonical Cointegrating Regressions.” Econometrica 60.1 119–143 (1992) https://doi.org/10.2307/2951679.

Phillips, P. C. B. “Fully Modified Least Squares and Vector Autoregression.” Econometrica 63.5 1023–1078 (1995) https://doi.org/10.2307/2171721.

Phillips, P. C. B., Hansen, B. E. “Statistical Inference in Instrumental Variables Regression with I(1) Processes.” Review of Economic Studies 57.1 99–125 (1990) https://doi.org/10.2307/2297545.

Phillips, P. C. B., Ouliaris, S. “Asymptotic Properties of Residual Based Tests for Cointegration.” Econometrica 58.1 165–193 (1990) https://doi.org/10.2307/2938339.

Phillips, P. C. B., Perron, P. “Testing for a Unit Root in Time Series Regression.” Biometrika 75.2 335–346 (1988) https://doi.org/10.1093/biomet/75.2.335.

Purpose Investments, Inc. “Purpose Investments Marks One-Year Anniversary of World’s First Bitcoin ETF.” Yahoo Finance (18 February 2022) https://finance.yahoo.com/news/purpose-investments-marks-one-anniversary-123000669.html.

Rosen, P. “Bitcoin ETFs Were a ‘Sell the News’ Event After All.” Markets Insider (23 January 2024) https://markets.businessinsider.com/news/currencies/bitcoin-price-spot-etf-investors-sec-financial-markets-cryptocurrency-regulators-2024-1.

Sabban, A., Giles, M. “Investors Favor Gold Over Bitcoin ETFs During Recent Market Volatility.” Morningstar (20 March 2025) https://www.morningstar.com/funds/investors-favor-gold-over-bitcoin-etfs-during-recent-market-volatility.

Smales, L. A. “Cryptocurrency as an Alternative Inflation Hedge?” Accounting & Finance 64.2 1589–1611 (2024) https://doi.org/10.1111/acfi.13193.

Staer, A. “Fund Flows and Underlying Returns: The Case of ETFs.” International Journal of Business 22.4 276¬–304 (2017) https://ijb.cyut.edu.tw/var/file/10/1010/img/863/V224-1.pdf.

State Street Global Advisors. “SPDR ETFs: Liquidity and Price Discovery Tools.” ETF Db (accessed 13 December 2025) https://etfdb.com/esg-content-hub/spdr-etfs-liquidity-and-price-discovery-tools/.

Stock, J. H., Watson, M. W. “A Simple Estimator of Cointegrating Vectors in Higher Order Integrated Systems.” Econometrica 61.4 783–820 (1993) https://doi.org/10.2307/2951763.

Todorov, K. “Launch of the First US Bitcoin ETF: Mechanics, Impact, and Risks.” BIS Quarterly Review (December 2021) https://www.bis.org/publ/qtrpdf/r_qt2112t.htm.

Zou, Y. “Lost in the Rising Tide: ETF Flows and Valuation.” UCLA Anderson School of Management (accessed 11 December 2025) https://api.semanticscholar.org/CorpusID:141021659.

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Published

2025-12-16

How to Cite

Guliyev, T., & Ahmadova, A. (2025). From Flows to Value: Cointegration Between Bitcoin Spot ETF Assets and Bitcoin Price. Ledger, 10, 154–172. https://doi.org/10.5195/ledger.2025.393

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Research Articles