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Herding and anchoring in cryptocurrency markets: Investor reaction to fear and uncertainty

Citations

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Cited by:

  1. Johann Lussange & Stefano Vrizzi & Stefano Palminteri & Boris Gutkin, 2024. "Modelling crypto markets by multi-agent reinforcement learning," Papers 2402.10803, arXiv.org.
  2. Fatma Ben Hamadou & Taicir Mezghani & Mouna Boujelbène Abbes, 2025. "Quantile-time-frequency risk spillover between investor attention, clean, and dirty cryptocurrency returns," Risk Management, Palgrave Macmillan, vol. 27(3), pages 1-28, September.
  3. Ko, Hyungjin & Son, Bumho & Lee, Jaewook, 2024. "Portfolio insurance strategy in the cryptocurrency market," Research in International Business and Finance, Elsevier, vol. 67(PA).
  4. Almeida, José & Gonçalves, Tiago Cruz, 2023. "A systematic literature review of investor behavior in the cryptocurrency markets," Journal of Behavioral and Experimental Finance, Elsevier, vol. 37(C).
  5. Ran Lu & Hongjun Zeng, 2022. "VIX and major agricultural future markets: dynamic linkage and time-frequency relations around the COVID-19 outbreak," Studies in Economics and Finance, Emerald Group Publishing Limited, vol. 40(2), pages 334-353, September.
  6. Mingnan Li & Viktor Manahov & John Ashton, 2025. "The impact of cryptocurrency heists on Bitcoin's market efficiency," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 30(3), pages 2912-2929, July.
  7. Rubbaniy, Ghulame & Polyzos, Stathis & Rizvi, Syed Kumail Abbas & Tessema, Abiot, 2021. "COVID-19, Lockdowns and herding towards a cryptocurrency market-specific implied volatility index," Economics Letters, Elsevier, vol. 207(C).
  8. Caferra, Rocco, 2020. "Good vibes only: The crypto-optimistic behavior," Journal of Behavioral and Experimental Finance, Elsevier, vol. 28(C).
  9. Patel, Ritesh & Migliavacca, Milena & Oriani, Marco E., 2022. "Blockchain in banking and finance: A bibliometric review," Research in International Business and Finance, Elsevier, vol. 62(C).
  10. Alan Chernoff & Julapa Jagtiani, 2024. "Beneath the Crypto Currents: The Hidden Effect of Crypto “Whales”," Working Papers 24-14, Federal Reserve Bank of Philadelphia.
  11. Bouteska, Ahmed & Mefteh-Wali, Salma & Dang, Trung, 2022. "Predictive power of investor sentiment for Bitcoin returns: Evidence from COVID-19 pandemic," Technological Forecasting and Social Change, Elsevier, vol. 184(C).
  12. Kumar Kulbhaskar, Anamika & Subramaniam, Sowmya, 2023. "Breaking news headlines: Impact on trading activity in the cryptocurrency market," Economic Modelling, Elsevier, vol. 126(C).
  13. Olivier Mesly & Hareesh Mavoori & Nicolas Huck, 2023. "The Role of Financial Spinning, Learning, and Predation in Market Failure," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 14(1), pages 517-543, March.
  14. Elie Bouri & Matteo Foglia & Sayar Karmakar & Rangan Gupta, 2024. "Return-Volatility Nexus in the Digital Asset Class: A Dynamic Multilayer Connectedness Analysis," Working Papers 202432, University of Pretoria, Department of Economics.
  15. Giovanni Bonaccolto & Sayar Karmakar & Elie Bouri & Rangan Gupta, 2025. "Spillover and Predictability of Volatility of 50 Major Cryptocurrencies: Evidence from a LASSO-Regularized Quantile VAR," Working Papers 202538, University of Pretoria, Department of Economics.
  16. Bennett, Donyetta & Mekelburg, Erik & Williams, T.H., 2023. "BeFi meets DeFi: A behavioral finance approach to decentralized finance asset pricing," Research in International Business and Finance, Elsevier, vol. 65(C).
  17. Rasoul Amirzadeh & Asef Nazari & Dhananjay Thiruvady & Mong Shan Ee, 2023. "Causal Modelling of Cryptocurrency Price Movements Using Discretisation-Aware Bayesian Networks," Papers 2303.16148, arXiv.org, revised Aug 2025.
  18. Gemayel, Roland & Preda, Alex, 2024. "Herding in the cryptocurrency market: A transaction-level analysis," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 91(C).
  19. A. V. Biju & Aparna Merin Mathew & P. P. Nithi Krishna & M. P. Akhil, 2022. "Is the future of bitcoin safe? A triangulation approach in the reality of BTC market through a sentiments analysis," Digital Finance, Springer, vol. 4(4), pages 275-290, December.
  20. Akwasi Adom-Dankwa & Francis Atsu & Emmanuel Numapau Gyamfi & Godfred Amewu & Kenneth Ofori-Boateng, 2025. "Sovereign bond yield and cryptocurrency returns within the frontier West African monetary zone: a dynamic contagion analysis," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 12(1), pages 1-13, December.
  21. Huynh, Nhan & De Mello, Lurion & Li, Kai, 2025. "Evolution of investor sentiment: A systematic literature review and bibliometric analysis," International Review of Economics & Finance, Elsevier, vol. 100(C).
  22. Xian Zhuo & Felix Irresberger & Denefa Bostandzic, 2024. "How are texts analyzed in blockchain research? A systematic literature review," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 10(1), pages 1-35, December.
  23. Corbet, Shaen & Goodell, John W. & Günay, Samet, 2022. "What drives DeFi prices? Investigating the effects of investor attention," Finance Research Letters, Elsevier, vol. 48(C).
  24. Yarovaya, Larisa & Matkovskyy, Roman & Jalan, Akanksha, 2021. "The effects of a “black swan” event (COVID-19) on herding behavior in cryptocurrency markets," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 75(C).
  25. Carlos Esparcia & Tarek Fakhfakh & Francisco Jareño & Achraf Ghorbel, 2024. "Dynamic DeFi-G7 stock markets interactions and their potential role in diversifying and hedging strategies," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 10(1), pages 1-26, December.
  26. Gunay, Samet & Goodell, John W. & Muhammed, Shahnawaz & Kirimhan, Destan, 2023. "Frequency connectedness between FinTech, NFT and DeFi: Considering linkages to investor sentiment," International Review of Financial Analysis, Elsevier, vol. 90(C).
  27. Ştefan Cristian Gherghina & Liliana Nicoleta Simionescu, 2023. "Exploring the asymmetric effect of COVID-19 pandemic news on the cryptocurrency market: evidence from nonlinear autoregressive distributed lag approach and frequency domain causality," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 9(1), pages 1-58, December.
  28. Di Francesco, Tommaso & Hommes, Cars, 2025. "Sentiment-driven speculation in financial markets with heterogeneous beliefs: A machine learning approach," Journal of Economic Dynamics and Control, Elsevier, vol. 175(C).
  29. Bourghelle, David & Jawadi, Fredj & Rozin, Philippe, 2022. "Do collective emotions drive bitcoin volatility? A triple regime-switching vector approach," Journal of Economic Behavior & Organization, Elsevier, vol. 196(C), pages 294-306.
  30. Nikolaos A. Kyriazis, 2021. "A Survey on Volatility Fluctuations in the Decentralized Cryptocurrency Financial Assets," JRFM, MDPI, vol. 14(7), pages 1-46, June.
  31. 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).
  32. Mohamad, Azhar & Stavroyiannis, Stavros, 2022. "Do birds of a feather flock together? Evidence from time-varying herding behaviour of bitcoin and foreign exchange majors during Covid-19," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 80(C).
  33. Gunay, Samet & Sraieb, Mohamed M. & Muhammed, Shahnawaz, 2024. "Decrypting Metaverse crypto Market: A nonlinear analysis of investor sentiment," International Review of Financial Analysis, Elsevier, vol. 96(PB).
  34. Helder Sebastião & Pedro Godinho, 2021. "Forecasting and trading cryptocurrencies with machine learning under changing market conditions," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 7(1), pages 1-30, December.
  35. Hashem A. AlNemer & Besma Hkiri & Muhammed Asif Khan, 2021. "Time-Varying Nexus between Investor Sentiment and Cryptocurrency Market: New Insights from a Wavelet Coherence Framework," JRFM, MDPI, vol. 14(6), pages 1-19, June.
  36. Mustafa Tevfik Kartal & Mustafa Kevser & Fatih Ayhan, 2023. "Asymmetric effects of global factors on return of cryptocurrencies by novel nonlinear quantile approaches," Economic Change and Restructuring, Springer, vol. 56(3), pages 1515-1535, June.
  37. Narayan, Shivani & Kumar, Dilip, 2024. "Unveiling interconnectedness and risk spillover among cryptocurrencies and other asset classes," Global Finance Journal, Elsevier, vol. 62(C).
  38. Jyothi Chittineni, 2022. "A Study on Cryptocurrency Investors Purchase Intentions: Revisiting the Brand Personality Theory," International Journal of Economics and Financial Issues, Econjournals, vol. 12(4), pages 28-33, July.
  39. Humaira Asad & Iqra Toqeer & Khalid Mahmood, 2021. "A qualitative phenomenological exploration of social mood and investors’ risk tolerance in an emerging economy," Qualitative Research in Financial Markets, Emerald Group Publishing Limited, vol. 14(1), pages 189-211, August.
  40. Mónica Andrea Arauco Ballesteros & Elio Agustín Martínez Miranda, 2025. "Stock Market Forecasting Using a Neural Network Through Fundamental Indicators, Technical Indicators and Market Sentiment Analysis," Computational Economics, Springer;Society for Computational Economics, vol. 66(2), pages 1715-1745, August.
  41. Díaz, Antonio & Esparcia, Carlos & Huélamo, Diego, 2023. "Stablecoins as a tool to mitigate the downside risk of cryptocurrency portfolios," The North American Journal of Economics and Finance, Elsevier, vol. 64(C).
  42. Aslam, Faheem & Memon, Bilal Ahmed & Hunjra, Ahmed Imran & Bouri, Elie, 2023. "The dynamics of market efficiency of major cryptocurrencies," Global Finance Journal, Elsevier, vol. 58(C).
  43. Suchanek, Max, 2024. "Social interactions in short squeeze scenarios," International Review of Economics & Finance, Elsevier, vol. 91(C), pages 898-919.
  44. Boukis Achilleas, 2022. "Exploring the Sources of Consumer-Based Brand Equity in the Cryptocurrency Market," Review of Marketing Science, De Gruyter, vol. 20(1), pages 233-255, September.
  45. Zhao, Yuan & Liu, Nan & Li, Wanpeng, 2022. "Industry herding in crypto assets," International Review of Financial Analysis, Elsevier, vol. 84(C).
  46. Mudassar Hasan & Muhammad Abubakr Naeem & Muhammad Arif & Syed Jawad Hussain Shahzad & Xuan Vinh Vo, 2022. "Liquidity connectedness in cryptocurrency market," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 8(1), pages 1-25, December.
  47. Manpreet Kaur & Jinesh Jain & Kirti Sood, 2024. "“All are investing in Crypto, I fear of being missed out”: examining the influence of herding, loss aversion, and overconfidence in the cryptocurrency market with the mediating effect of FOMO," Quality & Quantity: International Journal of Methodology, Springer, vol. 58(3), pages 2237-2263, June.
  48. Nguyen, Jeremy K., 2024. "Human bias in AI models? Anchoring effects and mitigation strategies in large language models," Journal of Behavioral and Experimental Finance, Elsevier, vol. 43(C).
  49. Banerjee, Ameet Kumar & Akhtaruzzaman, Md & Dionisio, Andreia & Almeida, Dora & Sensoy, Ahmet, 2022. "Nonlinear nexus between cryptocurrency returns and COVID-19 news sentiment," Journal of Behavioral and Experimental Finance, Elsevier, vol. 36(C).
  50. Gaies, Brahim & Nakhli, Mohamed Sahbi & Sahut, Jean-Michel & Schweizer, Denis, 2023. "Interactions between investors’ fear and greed sentiment and Bitcoin prices," The North American Journal of Economics and Finance, Elsevier, vol. 67(C).
  51. Rehman, Mobeen Ur & Vinh Vo, Xuan, 2020. "Cryptocurrencies and precious metals: A closer look from diversification perspective," Resources Policy, Elsevier, vol. 66(C).
  52. 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.
  53. Chin Sok Fun & Nor Shaipah Abdul Wahab & Tye Wei Ling & Premagowrie Sivanandan & Nurliyana Haji Khalid, 2023. "Tenure of independent directors and analysts following: Moderating role of institutional ownership," Cogent Business & Management, Taylor & Francis Journals, vol. 10(3), pages 2256500-225, December.
  54. Emon Kalyan Chowdhury & Mohammad Nayeem Abdullah, 2024. "Gauging Demand for Cryptocurrency over the Economic Policy Uncertainty and Stock Market Volatility," Computational Economics, Springer;Society for Computational Economics, vol. 64(1), pages 37-55, July.
  55. Matteo Cristofaro & Pier Luigi Giardino & Sanjay Misra & Quoc Trung Pham & Hai Hiep Phan, 2022. "Behavior or culture? Investigating the use of cryptocurrencies for electronic commerce across the USA and China," Management Research Review, Emerald Group Publishing Limited, vol. 46(3), pages 340-368, May.
  56. Da‐Hea Kim, 2025. "Effects of Social Media‐Based Peer Opinions on the Prices of Cryptocurrency Options," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 45(10), pages 1512-1543, October.
  57. Goodell, John W. & Kumar, Satish & Rao, Purnima & Verma, Shubhangi, 2023. "Emotions and stock market anomalies: A systematic review," Journal of Behavioral and Experimental Finance, Elsevier, vol. 37(C).
  58. Chen, An-Sing & Nguyen, Huong Thi, 2024. "A new perspective on how investor sentiment affects herding behavior in the cryptocurrency market," Finance Research Letters, Elsevier, vol. 67(PA).
  59. 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).
  60. Alessio Brini & Jimmie Lenz, 2024. "A comparison of cryptocurrency volatility-benchmarking new and mature asset classes," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 10(1), pages 1-38, December.
  61. Chen, Chun & He, Fangyi & Lin, Lei, 2024. "Anchoring effect, prospect value and stock return," International Review of Economics & Finance, Elsevier, vol. 89(PA), pages 1539-1556.
  62. Scharnowski, Stefan & Shi, Yanghua, 2024. "Intraday herding and attention around the clock," Journal of Behavioral and Experimental Finance, Elsevier, vol. 41(C).
  63. Nikolaos A. Kyriazis, 2021. "The Nexus of Sophisticated Digital Assets with Economic Policy Uncertainty: A Survey of Empirical Findings and an Empirical Investigation," Sustainability, MDPI, vol. 13(10), pages 1-25, May.
  64. Alessio Brini & Jimmie Lenz, 2024. "A Comparison of Cryptocurrency Volatility-benchmarking New and Mature Asset Classes," Papers 2404.04962, arXiv.org.
  65. Bowden, James & Gemayel, Roland, 2022. "Sentiment and trading decisions in an ambiguous environment: A study on cryptocurrency traders," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 80(C).
  66. Huynh, Nhan & Phan, Hoa, 2023. "Emotions in the crypto market: Do photos really speak?," Finance Research Letters, Elsevier, vol. 55(PB).
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