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Macro Determinants of Cryptocurrency Ownership: A Case Study of Bitcoin

Author

Listed:
  • Ayoub Rabhi

    (International University of Rabat)

  • Ismail Soujaa

    (Albany State University)

Abstract

Cryptocurrencies are disrupting the finance industry and influencing monetary policies across various countries, leading to increased concerns for governments, central banks, and international institutions. This paper presents an original investigation into the macro determinants of cryptocurrency ownership, with a specific focus on Bitcoin. Employing panel data analysis, the study covers 84 countries from 2010 to 2020. The study tackles the challenge of data limitations stemming from the anonymity of blockchain technology by using Bitcoin Client Software Downloads as a proxy for cryptocurrency ownership. The findings reveal several key factors. First, Bitcoin’s price evolution plays a crucial role in enhancing its appeal, highlighting its role as an attractive asset for high returns and profit-seeking. Second, monetary freedom, reflecting sound monetary policy, acts as a deterrent to the ownership of cryptocurrencies. Third, political stability emerges as a critical driver, with countries exhibiting greater stability more likely to engage in cryptocurrency ownership. Additionally, gross domestic product per capita shows a positive impact, suggesting that wealthier nations with greater financial resources are more inclined to own cryptocurrencies, indicating economic affluence as a facilitator of cryptocurrency engagement.

Suggested Citation

  • Ayoub Rabhi & Ismail Soujaa, 2024. "Macro Determinants of Cryptocurrency Ownership: A Case Study of Bitcoin," International Advances in Economic Research, Springer;International Atlantic Economic Society, vol. 30(4), pages 361-377, November.
    • Handle: RePEc:kap:iaecre:v:30:y:2024:i:4:d:10.1007_s11294-024-09921-1
    DOI: 10.1007/s11294-024-09921-1
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    References listed on IDEAS

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    1. Auer, Raphael & Tercero-Lucas, David, 2022. "Distrust or speculation? The socioeconomic drivers of U.S. cryptocurrency investments," Journal of Financial Stability, Elsevier, vol. 62(C).
    2. Jiri Kukacka & Ladislav Kristoufek, 2023. "Fundamental and speculative components of the cryptocurrency pricing dynamics," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 9(1), pages 1-23, December.
    3. Noorfaiz Athallah Koeswandana & Fakhruddin Amanullah Sugino, 2023. "Intention to use cryptocurrency: Social and religious perspective," Jurnal Ekonomi & Keuangan Islam, Faculty of Economics, Universitas Islam Indonesia, vol. 9(1), pages 91-103.
    4. Bouraoui, Taoufik, 2020. "The drivers of Bitcoin trading volume in selected emerging countries," The Quarterly Review of Economics and Finance, Elsevier, vol. 76(C), pages 218-229.
    5. Janssen, Marijn & Weerakkody, Vishanth & Ismagilova, Elvira & Sivarajah, Uthayasankar & Irani, Zahir, 2020. "A framework for analysing blockchain technology adoption: Integrating institutional, market and technical factors," International Journal of Information Management, Elsevier, vol. 50(C), pages 302-309.
    6. Yhlas Sovbetov, 2018. "Factors Influencing Cryptocurrency Prices: Evidence from Bitcoin, Ethereum, Dash, Litcoin, and Monero," Journal of Economics and Financial Analysis, Tripal Publishing House, vol. 2(2), pages 1-27.
    7. Shahzad, Fakhar & Xiu, GuoYi & Wang, Jian & Shahbaz, Muhammad, 2018. "An empirical investigation on the adoption of cryptocurrencies among the people of mainland China," Technology in Society, Elsevier, vol. 55(C), pages 33-40.
    8. Choi, Sangyup & Shin, Junhyeok, 2022. "Bitcoin: An inflation hedge but not a safe haven," Finance Research Letters, Elsevier, vol. 46(PB).
    9. Urquhart, Andrew, 2018. "What causes the attention of Bitcoin?," Economics Letters, Elsevier, vol. 166(C), pages 40-44.
    10. Gonzálvez-Gallego, Nicolás & Pérez-Cárceles, María Concepción, 2021. "Cryptocurrencies and illicit practices: The role of governance," Economic Analysis and Policy, Elsevier, vol. 72(C), pages 203-212.
    11. Zeynep Ozkok, 2015. "Financial openness and financial development: an analysis using indices," International Review of Applied Economics, Taylor & Francis Journals, vol. 29(5), pages 620-649, September.
    12. Baur, Dirk G. & Hong, KiHoon & Lee, Adrian D., 2018. "Bitcoin: Medium of exchange or speculative assets?," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 54(C), pages 177-189.
    13. Hsiao,Cheng, 2022. "Analysis of Panel Data," Cambridge Books, Cambridge University Press, number 9781009060752, December.
    14. Blau, Benjamin M. & Griffith, Todd G. & Whitby, Ryan J., 2021. "Inflation and Bitcoin: A descriptive time-series analysis," Economics Letters, Elsevier, vol. 203(C).
    15. Hsiao,Cheng, 2022. "Analysis of Panel Data," Cambridge Books, Cambridge University Press, number 9781316512104, December.
    16. Muhammad Athar Nadeem & Zhiying Liu & Abdul Hameed Pitafi & Amna Younis & Yi Xu, 2021. "Investigating the Adoption Factors of Cryptocurrencies—A Case of Bitcoin: Empirical Evidence From China," SAGE Open, , vol. 11(1), pages 21582440219, March.
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    More about this item

    Keywords

    Cryptocurrencies; Proxies; Bitcoin; Monetary Policy; Speculation;
    All these keywords.

    JEL classification:

    • E4 - Macroeconomics and Monetary Economics - - Money and Interest Rates
    • E5 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit
    • E58 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Central Banks and Their Policies

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