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A systematic literature review of investor behavior in the cryptocurrency markets

Citations

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Cited by:

  1. Daeyun Kang & Doojin Ryu & Robert I. Webb, 2025. "Bitcoin as a financial asset: a survey," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 11(1), pages 1-28, December.
  2. Gill-de-Albornoz, Belén & Lafuente, Juan A. & Monfort, Mercedes & Ordoñez, Javier, 2024. "Bitcoin attention and economic policy uncertainty," Finance Research Letters, Elsevier, vol. 60(C).
  3. An Pham Ngoc Nguyen & Martin Crane & Thomas Conlon & Marija Bezbradica, 2025. "Herding unmasked: Insights into cryptocurrencies, stocks and US ETFs," PLOS ONE, Public Library of Science, vol. 20(2), pages 1-49, February.
  4. Liu, Jie & Zhang, Jingru & Chen, Zhenshan, 2025. "The effect of stock market manipulation on investor behavioral bias," Journal of Behavioral and Experimental Finance, Elsevier, vol. 47(C).
  5. Dedousi, Ourania & Fassas, Athanasios P. & Philippas, Dionisis, 2025. "Investor behavior in the NFTs market: A bibliometric and systematic literature review," Finance Research Letters, Elsevier, vol. 80(C).
  6. Tavares, Natalia Alves & da Gama Silva, Paulo Vitor Jordão & Klotzle, Marcelo Cabus, 2025. "Investigation of the intentional and spurious herding effects in the cryptocurrency market with global events," The Quarterly Review of Economics and Finance, Elsevier, vol. 102(C).
  7. Bouri, Elie & Jalkh, Naji, 2023. "Spillovers of joint volatility-skewness-kurtosis of major cryptocurrencies and their determinants," International Review of Financial Analysis, Elsevier, vol. 90(C).
  8. Rizwan, Muhammad Suhail & Ahmad, Ghufran & Qureshi, Anum, 2025. "Central bank digital currency and systemic risk," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 99(C).
  9. Dunbar, Kwamie & Owusu-Amoako, Johnson, 2023. "Role of hedging on crypto returns predictability: A new habit-based explanation," Finance Research Letters, Elsevier, vol. 55(PB).
  10. Carbó-Valverde, Santiago & Cuadros-Solas, Pedro J. & Rodríguez-Fernández, Francisco, 2025. "Cryptocurrency ownership and cognitive biases in perceived financial literacy," Journal of Behavioral and Experimental Finance, Elsevier, vol. 45(C).
  11. Yanzhen Yu & Rui Zhou & Rongchuan Jiang & Feng Liu, 2025. "Exploring the role of social bots in cryptocurrency manipulation: Machine learning insights from the LUNA crash," Electronic Markets, Springer;IIM University of St. Gallen, vol. 35(1), pages 1-17, December.
  12. Elie Bouri & Matteo Foglia & Sayar Karmakar & Rangan Gupta, 2026. "Return‐Volatility Nexus in the Digital Asset Class: A Dynamic Multilayer Connectedness Analysis," Bulletin of Economic Research, Wiley Blackwell, vol. 78(2), pages 498-512, April.
  13. Son, Bumho & Lee, Yunyoung & Jang, Huisu, 2025. "A two-stage game model of probabilistic price manipulation in decentralized exchanges," Economic Modelling, Elsevier, vol. 147(C).
  14. Chengying He & Yong Li & Tianqi Wang & Salman Ali Shah, 2024. "Is cryptocurrency a hedging tool during economic policy uncertainty? An empirical investigation," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 11(1), pages 1-10, December.
  15. Dunbar, Kwamie & Owusu-Amoako, Johnson, 2023. "Predictability of crypto returns: The impact of trading behavior," Journal of Behavioral and Experimental Finance, Elsevier, vol. 39(C).
  16. Gustavo Iamin, 2024. "Are crypto-investors overconfident? The role of risk propensity and demographics. Evidence from Brazil and Portugal," Journal of Risk Finance, Emerald Group Publishing Limited, vol. 26(1), pages 147-173, November.
  17. Molina-Muñoz, Jesús & Mora-Valencia, Andrés & Perote, Javier, 2025. "Dynamic volatility spillovers among commodities, bitcoin, and emerging markets," Emerging Markets Review, Elsevier, vol. 69(C).
  18. Sapkota, Niranjan, 2025. "The crypto collapse chronicles: Decoding cryptocurrency exchange defaults," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 99(C).
  19. Valeriia Baklanova, 2025. "The relationships between RedditSI and BTC exchange characteristics: Do Reddit users still control the market?," Eurasian Economic Review, Springer;Eurasia Business and Economics Society, vol. 15(1), pages 285-306, March.
  20. Saeedi, Ali & Al-Fattal, Anas, 2025. "Examining trust in cryptocurrency investment: Insights from the structural equation modeling," Technological Forecasting and Social Change, Elsevier, vol. 210(C).
  21. Al-Omoush, Khaled Saleh & Gomez-Olmedo, Ana M. & Funes, Andrés Gómez, 2024. "Why do people choose to continue using cryptocurrencies?," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
  22. Shoaib Ali & Manel Youssef & Muhammad Umar & Muhammad Abubakr Naeem, 2025. "ESG Meets DeFi: Exploring Time‐Varying Linkages and Portfolio Implications," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 30(3), pages 3119-3137, July.
  23. Hussain, Sabbor & Chen, Jo-Hui, 2025. "The return and volatility spillovers among decentralized finance (DeFi) assets," Research in International Business and Finance, Elsevier, vol. 79(C).
  24. Ylva Baeckström & Akanksha Jalan & Roman Matkovskyy & Julia Roloff, 2026. "The Influence of Ethical, Sustainable, and Environmental Beliefs on Individual Cryptocurrency Participation in Denmark, Finland, and Sweden," Journal of Business Ethics, Springer, vol. 204(4), pages 981-1007, April.
  25. Nguyen, An Pham Ngoc & Mai, Tai Tan & Bezbradica, Marija & Crane, Martin, 2023. "Volatility and returns connectedness in cryptocurrency markets: Insights from graph-based methods," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 632(P1).
  26. Us-Salam, Danish, 2025. "Mitigating Vulnerability: The Role of Risk Warnings, Information Order & Salience in Crypto Assets," Research Technical Papers 9/RT/25, Central Bank of Ireland.
  27. Colombo, Jéfferson Augusto & Yarovaya, Larisa, 2024. "Are crypto and non-crypto investors alike? Evidence from a comprehensive survey in Brazil," Technology in Society, Elsevier, vol. 76(C).
  28. Yongzhi Gong & Xiaofei Tang & En-Chung Chang, 2023. "Group norms and policy norms trigger different autonomous motivations for Chinese investors in cryptocurrency investment," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 10(1), pages 1-10, December.
  29. 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).
  30. Biswas, Pratik & Sharma, Chandan, 2025. "Does fear sentiment drive cryptocurrency volatility? Evidence from Google trends data," Finance Research Letters, Elsevier, vol. 86(PB).
  31. Chen, Bin-xia & Sun, Yan-lin, 2024. "Risk characteristics and connectedness in cryptocurrency markets: New evidence from a non-linear framework," The North American Journal of Economics and Finance, Elsevier, vol. 69(PA).
  32. Barbaglia, Luca & Bellia, Mario & Di Girolamo, Francesca & Rho, Caterina, 2024. "Crypto news and policy innovations: Are European markets affected?," JRC Working Papers in Economics and Finance 2024-07, Joint Research Centre, European Commission.
  33. Dhoha Mellouli & Imen Zoglami, 2024. "The Dynamics of Connectivity between Traditional Cryptocurrencies and NFTs: Validation of the Connectivity Model by Quantiles and Frequencies," International Journal of Economics & Business Administration (IJEBA), International Journal of Economics & Business Administration (IJEBA), vol. 0(1), pages 131-154.
  34. Chikashi Tsuji, 2025. "The risk–return trade-off of Bitcoin: Evidence from regime-switching analysis," Future Business Journal, Springer, vol. 11(1), pages 1-25, December.
  35. Kock, Ned & Tarkom, Augustine, 2024. "A theoretical concept of cryptocurrencies employing proof of socially beneficial work," Technological Forecasting and Social Change, Elsevier, vol. 207(C).
  36. Artor Nuhiu & Florin Aliu & Jakub Horák & Bedri Peci, 2023. "Making Informed Decisions in the Volatile Crypto Market: An Analysis of Portfolio Risk and Return," SAGE Open, , vol. 13(3), pages 21582440231, August.
  37. Wanidwaranan, Phasin & Wongkantarakorn, Jutamas & Padungsaksawasdi, Chaiyuth, 2025. "Geopolitical risk, herd behavior, and cryptocurrency market," The North American Journal of Economics and Finance, Elsevier, vol. 80(C).
  38. Patra, Saswat & Singh, Abhay Kumar, 2025. "The impact of financial stress and equity market uncertainty on cryptocurrencies under structural breaks," International Review of Economics & Finance, Elsevier, vol. 101(C).
  39. Bajra, Ujkan Q. & Aliu, Florin, 2023. "Deciphering the cryptocurrency conundrum: Investigating speculative characteristics and volatility," Finance Research Letters, Elsevier, vol. 58(PC).
  40. 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.
  41. Chen, Yan & Zhang, Lei & Bouri, Elie, 2024. "Co-Bubble transmission across clean and dirty Cryptocurrencies: Network and portfolio analysis," Journal of International Money and Finance, Elsevier, vol. 145(C).
  42. M’bakob, Gilles Brice & Mandeng ma Ntamack, Jules & Mfouapon, Georges Kriyoss, 2025. "Anticipated psychological spreads: Cryptocurrencies’ hidden short-term monitors and implications for price forecasting," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 104(C).
  43. Zhang, Lei & Bouri, Elie & Chen, Yan, 2023. "Co-jump dynamicity in the cryptocurrency market: A network modelling perspective," Finance Research Letters, Elsevier, vol. 58(PB).
  44. Chowdhury, Md Iftekhar Hasan & Hasan, Mudassar & Bouri, Elie & Tang, Yayan, 2024. "Emotional spillovers in the cryptocurrency market," Journal of Behavioral and Experimental Finance, Elsevier, vol. 41(C).
  45. Pengcheng Wang & Zefeng Bai, 2025. "Decoding the crypto investor profile: how financial literacy, investment experience and age shape cryptocurrency investment decisions," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 12(1), pages 1-9, December.
  46. Almeida, José & Gonçalves, Tiago Cruz, 2024. "The AI revolution: are crypto markets more efficient after ChatGPT 3?," Finance Research Letters, Elsevier, vol. 66(C).
  47. Fayssal Jamhamed & Franck Martin & Fabien Rondeau & Josué Thélissaint & Stéphane Tufféry, 2024. "Regime-Specific Dynamics and Informational Efficiency in Cryptomarkets: Evidence from Gaussian Mixture Models," Economics Working Paper Archive (University of Rennes & University of Caen) 2024-13, Center for Research in Economics and Management (CREM), University of Rennes, University of Caen and CNRS.
  48. Cascavilla, Alessandro, 2023. "Between money and speculative asset: the role of financial literacy on the perception towards Bitcoin in Italy," MPRA Paper 118472, University Library of Munich, Germany.
  49. Gao, Li & Shi, Yuan & Zheng, Yi, 2025. "Cryptocurrency exposure and the cost of debt," Finance Research Letters, Elsevier, vol. 73(C).
  50. Będowska-Sójka, Barbara & Wójcik, Piotr & Pele, Daniel Traian, 2026. "Early warning systems for cryptocurrency markets: Predicting ‘zombie’ assets using machine learning," The North American Journal of Economics and Finance, Elsevier, vol. 81(C).
  51. Mariem Talbi & Monia Mokhtar Ferchichi & Fatma Ismaalia & Samia Samil, 2024. "Unveiling COVID-19’s impact on Financial Stability: A Comprehensive Study of Price Dynamics and Investor Behavior in G7 Markets," International Journal of Economics and Financial Issues, Econjournals, vol. 14(1), pages 216-232, January.
  52. An Pham Ngoc Nguyen & Marija Bezbradica & Martin Crane, 2025. "Community-level Contagion among Diverse Financial Assets," Papers 2509.15232, arXiv.org, revised Jan 2026.
  53. Chen, Yan & Zhang, Lei & Bouri, Elie, 2024. "Can a self-exciting jump structure better capture the jump behavior of cryptocurrencies? A comparative analysis with the S&P 500," Research in International Business and Finance, Elsevier, vol. 69(C).
  54. Bhattacherjee, Purba & Mishra, Sibanjan & Kang, Sang Hoon, 2025. "Extreme frequency connectedness, determinants and portfolio analysis of major cryptocurrencies: Insights from quantile time-frequency approach," The Quarterly Review of Economics and Finance, Elsevier, vol. 100(C).
  55. Federico Cini & Annalisa Ferrari, 2024. "A Darwinian Approach via ML to the Analysis of Cryptocurrencies’ Returns," Journal of Applied Finance & Banking, SCIENPRESS Ltd, vol. 14(6), pages 1-6.
  56. Molei Qin & Shuo Sun & Wentao Zhang & Haochong Xia & Xinrun Wang & Bo An, 2023. "EarnHFT: Efficient Hierarchical Reinforcement Learning for High Frequency Trading," Papers 2309.12891, arXiv.org.
  57. Luo, Ji & Zhang, Shuguang & Zhang, Cheng, 2025. "Drivers of investment intentions across diverse cryptocurrency categories," Finance Research Letters, Elsevier, vol. 77(C).
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