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A Decade of Cryptocurrency Investment Literature: A Cluster-Based Systematic Analysis

Author

Listed:
  • José Almeida

    (ISEG—Lisbon School of Economics & Management, Universidade de Lisboa, Advance/CSG, 1200-781 Lisboa, Portugal)

  • Tiago Cruz Gonçalves

    (ISEG—Lisbon School of Economics & Management, Universidade de Lisboa, Advance/CSG, 1200-781 Lisboa, Portugal)

Abstract

This study aims to systematically analyze and synthesize the literature produced thus far on cryptocurrency investment. We use a systematic review process supported by VOSviewer bibliographic coupling to review 482 papers published in the ABS 2021 journal list, considering all different areas of knowledge. This paper contributes an in-depth systematic analysis on the unconsolidated topic of cryptocurrency investment through the use of a cluster-based approach grounded in a bibliographic coupling analysis, revealing complex network associations within each cluster. Four literature clusters emerge from the cryptocurrency investment literature, namely, investigating investor behavior, portfolio diversification, cryptocurrency market microstructure, and risk management in cryptocurrency investment. Additionally, the study delivers a qualitative analysis that reveals the main conclusions and future research venues by cluster. The findings provide researchers with cluster-based information and structured networking for research outlets and literature strands.

Suggested Citation

  • José Almeida & Tiago Cruz Gonçalves, 2023. "A Decade of Cryptocurrency Investment Literature: A Cluster-Based Systematic Analysis," IJFS, MDPI, vol. 11(2), pages 1-20, May.
    • Handle: RePEc:gam:jijfss:v:11:y:2023:i:2:p:71-:d:1155991
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    References listed on IDEAS

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    1. Mnif, Emna & Jarboui, Anis & Mouakhar, Khaireddine, 2020. "How the cryptocurrency market has performed during COVID 19? A multifractal analysis," Finance Research Letters, Elsevier, vol. 36(C).
    2. Bouri, Elie & Shahzad, Syed Jawad Hussain & Roubaud, David, 2019. "Co-explosivity in the cryptocurrency market," Finance Research Letters, Elsevier, vol. 29(C), pages 178-183.
    3. Briola, Antonio & Vidal-Tomás, David & Wang, Yuanrong & Aste, Tomaso, 2023. "Anatomy of a Stablecoin’s failure: The Terra-Luna case," Finance Research Letters, Elsevier, vol. 51(C).
    4. Matkovskyy, Roman, 2019. "Centralized and decentralized bitcoin markets: Euro vs USD vs GBP," The Quarterly Review of Economics and Finance, Elsevier, vol. 71(C), pages 270-279.
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    Cited by:

    1. Yan, Wan-Lin & (Wai Kong) Cheung, Adrian & Yuan, Jiawei, 2026. "The impact of green cryptocurrency and nongreen cryptocurrency on energy markets: Evidence from geopolitical risk and higher-order moment connectedness," The North American Journal of Economics and Finance, Elsevier, vol. 81(C).
    2. Jin, Lifu & Zheng, Bo & Jiang, Xiongfei & Xiong, Long & Zhang, Jiu & Ma, Jiahao, 2025. "Dynamic cross-correlation in emerging cryptocurrency market," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 668(C).
    3. Almeida, José & Gaio, Cristina & Gonçalves, Tiago Cruz, 2024. "Crypto market relationships with bric countries' uncertainty – A wavelet-based approach," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
    4. Teodora Maria Suciu & Nicoleta Verejan & Adela Socol & Ioana Lazarescu, 2025. "Bibliometric Insights into Cryptocurrencies Literature," Economics and Applied Informatics, "Dunarea de Jos" University of Galati, Faculty of Economics and Business Administration, issue 2, pages 56-64.
    5. José Almeida & Tiago Cruz Gonçalves, 2024. "Cryptocurrency market microstructure: a systematic literature review," Annals of Operations Research, Springer, vol. 332(1), pages 1035-1068, January.

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