Comprehending the Crypto-Curious: How Investors and Inexperienced Potential Investors Perceive and Practice Cryptocurrency Trading

References

• Abramova, S., Voskobojnikov, A., Beznosov, K., & Böhme, R. (2021). Bits under the mattress: Understanding different risk perceptions and security behaviors of crypto-asset users [Paper presentation]. Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems (pp. 1–19). https://doi.org/10.1145/3411764.3445679
   Google Scholar
• Alexander, C., & Cumming, D. (2020). Corruption and fraud in financial markets: Malpractice, Misconduct and Manipulation. John Wiley & Sons.
   Google Scholar
• Almeida, J., & Gonçalves, T. C. (2022). A systematic literature review of volatility and risk management on cryptocurrency investment: A methodological point of view. Risks, 10(5), 107. https://doi.org/10.3390/risks10050107
   Web of Science ®Google Scholar
• Almeida, J., & Gonçalves, T. C. (2023). A systematic literature review of investor behavior in the cryptocurrency markets. Journal of Behavioral and Experimental Finance, 37, 100785. https://doi.org/10.1016/j.jbef.2022.100785
   Web of Science ®Google Scholar
• Arsi, S., Ben Khelifa, S., Ghabri, Y., & Mzoughi, H. (2022). Cryptocurrencies: Key risks and challenges. In Cryptofinance: A new currency for a new economy (pp. 121–145). World Scientific.
   Google Scholar
• Auer, R., & Tercero-Lucas, D. (2022). Distrust or speculation? the socioeconomic drivers of us cryptocurrency investments. Journal of Financial Stability, 62, 101066. https://doi.org/10.1016/j.jfs.2022.101066
   Web of Science ®Google Scholar
• Baek, C., & Elbeck, M. (2015). Bitcoins as an investment or speculative vehicle? A first look. Applied Economics Letters, 22(1), 30–34. https://doi.org/10.1080/13504851.2014.916379
   Web of Science ®Google Scholar
• Bannier, C. E., & Neubert, M. (2016). Gender differences in financial risk taking: The role of financial literacy and risk tolerance. Economics Letters, 145, 130–135. https://doi.org/10.1016/j.econlet.2016.05.033
   Web of Science ®Google Scholar
• Bartoletti, M., Carta, S., Cimoli, T., & Saia, R. (2020). Dissecting Ponzi schemes on Ethereum: Identification, analysis, and impact. Future Generation Computer Systems, 102, 259–277. https://doi.org/10.1016/j.future.2019.08.014
   Web of Science ®Google Scholar
• Bitwise Asset Management, Inc. (2019). Presentation on the U.S. securities and exchange commission. https://www.sec.gov/comments/sr-nysearca-2019-01/srnysearca201901-5164833-183434.pdf.
   Google Scholar
• Bouri, E., Gupta, R., & Roubaud, D. (2019). Herding behaviour in cryptocurrencies. Finance Research Letters, 29, 216–221. https://doi.org/10.1016/j.frl.2018.07.008
   Web of Science ®Google Scholar
• Briola, A., Vidal-Tomás, D., Wang, Y., & Aste, T. (2023). Anatomy of a stablecoin’s failure: The terra-luna case. Finance Research Letters, 51, 103358. https://doi.org/10.1016/j.frl.2022.103358
   Web of Science ®Google Scholar
• Browne, R. (2021, January). Man makes last-ditch effort to recover $280 million in bitcoin he accidentally threw out. CNBC. https://www.cnbc.com/2021/01/15/uk-man-makes-last-ditch-effort-to-recover-lost-bitcoin-hard-drive.html.
   Google Scholar
• Bullmann, D., Klemm, J., & Pinna, A. (2019). In search for stability in crypto-assets: Are stablecoins the solution? SSRN 3444847. https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3444847
   Google Scholar
• Caferra, R. (2020). Good vibes only: The crypto-optimistic behavior. Journal of Behavioral and Experimental Finance, 28, 100407. https://doi.org/10.1016/j.jbef.2020.100407
   PubMed Web of Science ®Google Scholar
• Caferra, R., & Vidal-Tomás, D. (2021). Who raised from the abyss? A comparison between cryptocurrency and stock market dynamics during the COVID-19 pandemic. Finance Research Letters, 43, 101954. https://doi.org/10.1016/j.frl.2021.101954
   PubMed Web of Science ®Google Scholar
• Charmaz, K. (2014). Constructing grounded theory. Sage.
   Google Scholar
• Cheah, E.-T., & Fry, J. (2015). Speculative bubbles in bitcoin markets? An empirical investigation into the fundamental value of bitcoin. Economics Letters, 130, 32–36. https://doi.org/10.1016/j.econlet.2015.02.029
   Web of Science ®Google Scholar
• Chen, J., Lin, D., & Wu, J. (2022). Do cryptocurrency exchanges fake trading volumes? An empirical analysis of wash trading based on data mining. Physica A: Statistical Mechanics and Its Applications, 586, 126405. https://doi.org/10.1016/j.physa.2021.126405
   Web of Science ®Google Scholar
• Clements, R. (2021). Built to fail: The inherent fragility of algorithmic stablecoins. Wake Forest Law Review Online, 11, 131. https://dx.doi.org/10.2139/ssrn.3952045
   Google Scholar
• Corbin, J. M., & Strauss, A. (1990). Grounded theory research: Procedures, canons, and evaluative criteria. Qualitative Sociology, 13(1), 3–21. https://doi.org/10.1007/BF00988593
   Web of Science ®Google Scholar
• Coskun, E. A., Lau, C. K. M., & Kahyaoglu, H. (2020). Uncertainty and herding behavior: Evidence from cryptocurrencies. Research in International Business and Finance, 54, 101284. https://doi.org/10.1016/j.ribaf.2020.101284
   Web of Science ®Google Scholar
• Craggs, B., Rashid, A. (2019). Trust beyond computation alone: Human aspects of trust in blockchain technologies [Paper presentation]. 2019 IEEE/ACM 41st International Conference on Software Engineering: Software Engineering in Society (ICSE-SEIS) (pp. 21–30).
   Google Scholar
• Decker, C., Wattenhofer, R. (2014). Bitcoin transaction malleability and MtGox [Paper presentation]. Computer Security-Esorics 2014: 19th European Symposium on Research in Computer Security, Wroclaw, Poland, September 7-11, 2014. proceedings, Part II 19 (pp. 313–326).
   Google Scholar
• Domínguez, A., Saenz-de Navarrete, J., De-Marcos, L., Fernández-Sanz, L., Pagés, C., & Martínez-Herráiz, J.-J. (2013). Gamifying learning experiences: Practical implications and outcomes. Computers & Education, 63, 380–392. https://doi.org/10.1016/j.compedu.2012.12.020
   Web of Science ®Google Scholar
• European Banking Authority. (2014). EBA opinion on virtual currencies [Tech. Rep.]. https://www.eba.europa.eu/sites/default/documents/files/documents/10180/657547/81409b94-4222-45d7-ba3b-7deb5863ab57/EBA-Op-2014-08%20Opinion%20on%20Virtual%20Currencies.pdf?retry=1
   Google Scholar
• Farell, R. (2015). An analysis of the cryptocurrency industry. Wharton Research Scholars.
   Google Scholar
• Faul, F., Erdfelder, E., Buchner, A., & Lang, A.-G. (2009). Statistical power analyses using G* Power 3.1: Tests for correlation and regression analyses. Behavior Research Methods, 41(4), 1149–1160. https://doi.org/10.3758/BRM.41.4.1149
   PubMed Web of Science ®Google Scholar
• Faux, Z. (2022, November). El Salvador’s $300 million bitcoin ‘revolution’ is failing miserably. https://www.bloomberg.com/news/features/2022-11-04/el-salvador-s-bitcoin-revolution-is-failing-badly.
   Google Scholar
• Filsecker, M., & Hickey, D. T. (2014). A multilevel analysis of the effects of external rewards on elementary students’ motivation, engagement and learning in an educational game. Computers & Education, 75, 136–148. https://doi.org/10.1016/j.compedu.2014.02.008
   Web of Science ®Google Scholar
• Forbes.com. (2022, September). What really happened to LUNA Crypto? https://www.forbes.com/sites/qai/2022/09/20/what-really-happened-to-luna-crypto/?sh=7773db284ff1.
   Google Scholar
• Franke, T., Attig, C., & Wessel, D. (2019). A personal resource for technology interaction: Development and validation of the Affinity for Technology Interaction (ATI) scale. International Journal of Human–Computer Interaction, 35(6), 456–467. https://doi.org/10.1080/10447318.2018.1456150
   Google Scholar
• Fröhlich, M., Gutjahr, F., Alt, F. (2020). Don’t lose your coin! Investigating security practices of cryptocurrency users [Paper presentation]. Proceedings of the 2020 ACM Designing Interactive Systems Conference (pp. 1751–1763).
   Google Scholar
• Fröhlich, M., Hulm, P., Alt, F. (2021). Under pressure. A user-centered threat model for cryptocurrency owners [Paper presentation]. 2021 4th International Conference on Blockchain Technology and Applications (pp. 39–50).
   Google Scholar
• Fröhlich, M., Kobiella, C., Schmidt, A., & Alt, F. (2021). Is it better with onboarding? Improving first-time cryptocurrency app experiences [Paper presentation]. Designing Interactive Systems Conference 2021 (pp. 78–89). https://doi.org/10.1145/3461778.3462047
   Google Scholar
• Fröhlich, M., Wagenhaus, M. R., Schmidt, A., & Alt, F. (2021). Don’t stop me now! Exploring challenges of first-time cryptocurrency users [Paper presentation]. Designing Interactive Systems Conference 2021 (pp. 138–148). https://doi.org/10.1145/3461778.3462071
   Google Scholar
• Fröhlich, M., Waltenberger, F., Trotter, L., Alt, F., & Schmidt, A. (2022). Blockchain and cryptocurrency in human computer interaction: A systematic literature review and research agenda [Paper presentation]. arXiv preprint arXiv:2204.10857. https://doi.org/10.1145/3532106.3533478
   Google Scholar
• Fry, J. (2018). Booms, busts and heavy-tails: The story of Bitcoin and cryptocurrency markets? Economics Letters, 171, 225–229. https://doi.org/10.1016/j.econlet.2018.08.008
   Web of Science ®Google Scholar
• Gao, X., Clark, G. D., & Lindqvist, J. (2016). Of two minds, multiple addresses, and one ledger: Characterizing opinions, knowledge, and perceptions of bitcoin across users and non-users [Paper presentation]. Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems (pp. 1656–1668). Association for Computing Machinery. https://doi.org/10.1145/2858036.2858049
   Google Scholar
• Global Legal Insights. (2021). Blockchain & cryptocurrency laws and regulations 2022. Global Legal Insights.
   Google Scholar
• Goffard, P.-O. (2019). Fraud risk assessment within blockchain transactions. Advances in Applied Probability, 51(2), 443–467. https://doi.org/10.1017/apr.2019.18
   Web of Science ®Google Scholar
• Grossman, T., Fitzmaurice, G., & Attar, R. (2009). A survey of software learnability: Metrics, methodologies and guidelines [Paper presentation]. Proceedings of the Sigchi Conference on Human Factors in Computing Systems (pp. 649–658).
   Google Scholar
• Hackethal, A., Hanspal, T., Lammer, D. M., & Rink, K. (2022). The characteristics and portfolio behavior of bitcoin investors: Evidence from indirect cryptocurrency investments. Review of Finance, 26(4), 855–898. https://doi.org/10.1093/rof/rfab034
   Web of Science ®Google Scholar
• Handagama, S. (2022, August). South Africa’s central bank greenlights financial institutions to serve crypto clients. https://www.coindesk.com/policy/2022/08/19/south-africas-monetary-authority-greenlights-banks-to-serve-crypto-clients/.
   Google Scholar
• Hileman, G., & Rauchs, M. (2017). 2017 Global cryptocurrency benchmarking study. SSRN 2965436. https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2965436
   Google Scholar
• Houben, R., & Snyers, A. (2018). Cryptocurrencies and blockchain: Legal context and implications for financial crime, money laundering and tax evasion. https://op.europa.eu/en/publication-detail/-/publication/631f847c-b4aa-11e8-99ee-01aa75ed71a1/language-en/format-PDF/source-76403102.
   Google Scholar
• Karpeles, M. (2014, February). Announcement regarding an application for commencement of a procedure of civil rehabiltation (Translation from the Japanese). MtGox Co., Ltd. https://www.mtgox.com/img/pdf/20140228-announcement/_eng.pdf.
   Google Scholar
• Katsiampa, P. (2019). An empirical investigation of volatility dynamics in the cryptocurrency market. Research in International Business and Finance, 50, 322–335. https://doi.org/10.1016/j.ribaf.2019.06.004
   Web of Science ®Google Scholar
• Kelleher, C., Pausch, R. (2005). Stencils-based tutorials: Design and evaluation [Paper presentation]. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (pp. 541–550).
   Google Scholar
• Khairuddin, I. E., Sas, C., Clinch, S., & Davies, N. (2016). Exploring motivations for bitcoin technology usage [Paper presentation]. Proceedings of the 2016 CHI Conference Extended Abstracts on Human Factors in Computing Systems (pp. 2872–2878). https://doi.org/10.1145/2851581.2892500
   Google Scholar
• Knittel, M., Pitts, S., & Wash, R. (2019). “The most trustworthy coin”: How ideological tensions drive trust in bitcoin. Proceedings of the ACM on Human-Computer Interaction, 3(CSCW), 1–23. https://doi.org/10.1145/3359138
   PubMedGoogle Scholar
• Krombholz, K., Judmayer, A., Gusenbauer, M., Weippl, E. (2016). The other side of the coin: User experiences with bitcoin security and privacy [Paper presentation]. International Conference on Financial Cryptography and Data Security (pp. 555–580).
   Google Scholar
• Kumar, A. (2021). Empirical investigation of herding in cryptocurrency market under different market regimes. Review of Behavioral Finance, 13(3), 297–308. https://doi.org/10.1108/RBF-01-2020-0014
   Web of Science ®Google Scholar
• Li, T., Shin, D., & Wang, B. (2021). Cryptocurrency pump-and-dump schemes. SSRN 3267041.
   Google Scholar
• Liao, L., Xiao, J. J., Zhang, W., & Zhou, C. (2017). Financial literacy and risky asset holdings: Evidence from China. Accounting & Finance, 57(5), 1383–1415. https://doi.org/10.1111/acfi.12329
   Web of Science ®Google Scholar
• Microsoft Threat Intelligence. (2022, May). In hot pursuit of ‘cryware’: Defending hot wallets from attacks. https://www.microsoft.com/en-us/security/blog/2022/05/17/in-hot-pursuit-of-cryware-defending-hot-wallets-from-attacks/.
   Google Scholar
• Mnif, E., Salhi, B., Mouakha, K., & Jarboui, A. (2022). Investor behavior and cryptocurrency market bubbles during the covid-19 pandemic. Review of Behavioral Finance, 14(4), 491–507. https://doi.org/10.1108/RBF-09-2021-0190
   Web of Science ®Google Scholar
• Moore, T., Han, J., Clayton, R. (2012). The postmodern Ponzi scheme: Empirical analysis of high-yield investment programs [Paper presentation]. International Conference on Financial Cryptography and Data Security (pp. 41–56).
   Google Scholar
• Ostroff, C. (2022, August). Mt. Gox creditors near payout, sparking fears of bitcoin price crash. The Wall Street Journal. https://www.wsj.com/livecoverage/stock-market-news-today-08-23-2022/card/mt-gox-creditors-near-pay-out-sparking-fears-of-bitcoin-price-crash-os2dFJVcBGqXuzNFgA4V.
   Google Scholar
• Ovex. (2021, December). What’s driving the cryptocurrency boom in South Africa? https://techcentral.co.za/whats-driving-the-cryptocurrency-boom-in-south-africa-oveprom/205944/.
   Google Scholar
• Palladino, S. (2017, July). The parity wallet hack explained. https://blog.openzeppelin.com/on-the-parity-wallet-multisig-hack-405a8c12e8f7/.
   Google Scholar
• Papadamou, S., Kyriazis, N. A., Tzeremes, P., & Corbet, S. (2021). Herding behaviour and price convergence clubs in cryptocurrencies during bull and bear markets. Journal of Behavioral and Experimental Finance, 30, 100469. https://doi.org/10.1016/j.jbef.2021.100469
   Web of Science ®Google Scholar
• Peat, J., & Barton, B. (2008). Medical statistics: A guide to data analysis and critical appraisal. John Wiley & Sons.
   Google Scholar
• Popper, N. (2021, January). Lost passwords lock millionaires out of their bitcoin fortunes. The New York Times. https://www.nytimes.com/2021/01/12/technology/bitcoin-passwords-wallets-fortunes.html.
   Google Scholar
• Sami, M., & Abdallah, W. (2022). Does cryptocurrency hurt African firms? Risks, 10(3), 53. https://doi.org/10.3390/risks10030053
   Web of Science ®Google Scholar
• Sas, C., Khairuddin, I. E. (2015). Exploring trust in Bitcoin technology: A framework for HCI research [Paper presentation]. Proceedings of the Annual Meeting of the Australian Special Interest Group for Computer Human Interaction (pp. 338–342).
   Google Scholar
• Sas, C., Khairuddin, I. E. (2017). Design for trust: An exploration of the challenges and opportunities of bitcoin users [Paper presentation]. Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems (pp. 6499–6510).
   Google Scholar
• Scupin, R. (1997). The KJ method: A technique for analyzing data derived from Japanese ethnology. Human Organization, 56(2), 233–237. https://doi.org/10.17730/humo.56.2.x335923511444655
   Web of Science ®Google Scholar
• Sharif, S. P., & Naghavi, N. (2021). Online financial trading among young adults: Integrating the theory of planned behavior, technology acceptance model, and theory of flow. International Journal of Human–Computer Interaction, 37(10), 949–962. https://doi.org/10.1080/10447318.2020.1861761
   Web of Science ®Google Scholar
• Shrotryia, V. K., & Kalra, H. (2022). Herding in the crypto market: A diagnosis of heavy distribution tails. Review of Behavioral Finance, 14(5), 566–587. https://doi.org/10.1108/RBF-02-2021-0021
   Web of Science ®Google Scholar
• Sivaramakrishnan, S., Srivastava, M., & Rastogi, A. (2017). Attitudinal factors, financial literacy, and stock market participation. International Journal of Bank Marketing, 35(5), 818–841. https://doi.org/10.1108/IJBM-01-2016-0012
   Web of Science ®Google Scholar
• Tapscott, D., & Tapscott, A. (2016). Blockchain revolution: How the technology behind bitcoin is changing money, business, and the world. Penguin.
   Google Scholar
• Trimborn, S., Li, M., & Härdle, W. K. (2020). Investing with cryptocurrencies—A liquidity constrained investment approach. Journal of Financial Econometrics, 18(2), 280–306. https://doi.org/10.1093/jjfinec/nbz016
   Web of Science ®Google Scholar
• Tuwiner, J. (2022, July). 63+ Cryptocurrency statistics, facts & trends. https://buybitcoinworldwide.com/cryptocurrency-statistics//#:∼:text=In/%202021/%2C/%20there/%20are/%20more,businesses/%20that/%20accept/%20cryptocurrency/%20payments.
   Google Scholar
• U.S. Securities and Exchange Commission. (2013, July). SEC charges Texas man with running bitcoin-denominated Ponzi scheme. https://www.sec.gov/news/press-release/2013-132.
   Google Scholar
• Van Rooij, M., Lusardi, A., & Alessie, R. (2011). Financial literacy and stock market participation. Journal of Financial Economics, 101(2), 449–472. https://doi.org/10.1016/j.jfineco.2011.03.006
   Web of Science ®Google Scholar
• Vasek, M., Moore, T. (2015). There’s no free lunch, even using Bitcoin: Tracking the popularity and profits of virtual currency scams [Paper presentation]. International Conference on Financial Cryptography and Data Security (pp. 44–61).
   Google Scholar
• Vidal-Tomás, D. (2021). Transitions in the cryptocurrency market during the COVID-19 pandemic: A network analysis. Finance Research Letters, 43, 101981. https://doi.org/10.1016/j.frl.2021.101981
   PubMed Web of Science ®Google Scholar
• Voskobojnikov, A., Abramova, S., Beznosov, K., & Böhme, R. (2021). Non-adoption of crypto-assets: Exploring the role of trust, self-efficacy, and risk. ECIS.
   Google Scholar
• Voskobojnikov, A., Obada-Obieh, B., Huang, Y., Beznosov, K. (2020). Surviving the cryptojungle: Perception and management of risk among North American cryptocurrency (non) users [Paper presentation]. International Conference on Financial Cryptography and Data Security (pp. 595–614).
   Google Scholar
• Voskobojnikov, A., Wiese, O., Mehrabi Koushki, M., Roth, V., & Beznosov, K. (. (2021). The U in crypto stands for usable: An empirical study of user experience with mobile cryptocurrency wallets [Paper presentation]. Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems (pp. 1–14). https://doi.org/10.1145/3411764.3445407
   Google Scholar
• Xi, D., O’Brien, T. I., & Irannezhad, E. (2020). Investigating the investment behaviors in cryptocurrency. The Journal of Alternative Investments, 23(2), 141–160. https://doi.org/10.3905/jai.2020.1.108
   Web of Science ®Google Scholar
• Xia, P., Wang, H., Luo, X., Wu, L., Zhou, Y., Bai, G., Xu, G., Huang, G., & Liu, X. (2020). Don’t fish in troubled waters! characterizing coronavirus-themed cryptocurrency scams [Paper presentation]. 2020 APWG Symposium on Electronic Crime Research (eCrime) (pp. 1–14). https://doi.org/10.1109/eCrime51433.2020.9493255
   Google Scholar
• Yelowitz, A., & Wilson, M. (2015). Characteristics of bitcoin users: An analysis of Google search data. Applied Economics Letters, 22(13), 1030–1036. https://doi.org/10.1080/13504851.2014.995359
   Web of Science ®Google Scholar
• Yeoh, P. (2017). Regulatory issues in blockchain technology. Journal of Financial Regulation and Compliance, 25(2), 196–208. https://doi.org/10.1108/JFRC-08-2016-0068
   Web of Science ®Google Scholar
• Zhang, S., Zhou, X., Pan, H., & Jia, J. (2019). Cryptocurrency, confirmatory bias and news readability–evidence from the largest Chinese cryptocurrency exchange. Accounting & Finance, 58(5), 1445–1468. https://doi.org/10.1111/acfi.12454
   Web of Science ®Google Scholar
• Zhao, H., & Zhang, L. (2021). Financial literacy or investment experience: Which is more influential in cryptocurrency investment? International Journal of Bank Marketing, 39(7), 1208–1226. https://doi.org/10.1108/IJBM-11-2020-0552
   Web of Science ®Google Scholar