Cryptocurrency investment: Evidence of financial literacy, experience, and risk tolerance
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DOIhttp://dx.doi.org/10.21511/imfi.21(3).2024.13
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Article InfoVolume 21 2024, Issue #3, pp. 148-159
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The growing popularity of cryptocurrency as an investment choice among millennials demonstrates their inclination toward digital advancements and openness to exploring diverse investment opportunities. The study examines how financial literacy factors impact experience regret, investment decisions, and risk tolerance, while financial literacy also affects investment decisions, with experience regret and risk tolerance acting as a mediator. The study comprises 295 participants from the millennial demographic in Indonesia who are engaged in cryptocurrency investment. The data collection techniques employed in this study involve non-probability sampling methods through the distribution of questionnaires. The analysis in this study employs Structural Equation Modeling (SEM) in conjunction with Partial Least Squares (PLS) analysis tools. The results of this study suggest that financial literacy positively impacts regret experience, investment decisions, and risk tolerance with the respective sample values of 0.146, 0.397 and 0.449. Additionally, regret experience negatively influences investment decisions with a sample value of –0.385, while risk tolerance positively influences investment decisions with a sample value of 0.198. Financial literacy has a negative impact on investment decisions when regret experience acts as a mediator with a sample value of –0.056, but a positive impact when risk tolerance serves as a mediator with a sample value of 0.089. This complex relationship highlights the importance of considering multiple factors, including financial literacy, regret experience, and risk tolerance, in understanding and predicting investment decisions among individuals, particularly in the context of the millennial generation investing in cryptocurrency in Indonesia.
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JEL Classification (Paper profile tab)G11, G32, G40, G41
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References44
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Tables6
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Figures2
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- Figure 1. Framework of reference research
- Figure 2. PLS algorithm processing results
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- Table 1. Description of respondent characteristics
- Table 2. Outer loading results
- Table 3. Results of Cronbach’s alpha and composite reliability analysis
- Table 4. R-square analysis results
- Table 5. Results of the direct effect significance test
- Table 6. Mediation significance test results
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- Ademola, S. A., Musa, A. S., & Innocent, I. O. (2019). Moderating Effect of Risk Perception on Financial Knowledge, Literacy and Investment Decision. American International Journal of Economics and Finance Research, 1(1), 34-44.
- Adil, M., Singh, Y., & Ansari, M. S. (2022). How financial literacy moderate the association between behaviour biases and investment decision? Asian Journal of Accounting Research, 7(1), 17-30.
- Ady, S. U., & Hidayat, A. (2019). Do Young Surabaya‘s Investors Make Rational Investment Decisions? International Journal Of Scientific & Technology Research, 8(07), 319-322.
- Atkinson, A., & Messy, F. A. (2012). Measuring financial literacy: Results of the OECD / International Network on Financial Education (INFE) pilot study. In OECD Working Papers on Finance, Insurance and Private Pensions (Issue 15).
- Bell, D. E. (1982). Regret in Decision Making under Uncertainty. Operations Research, 30(5), 961-981.
- Budiyanto, A., & Sari, R. P. (2023). The Effect of Financial Literacy, Experienced Regret and Risk Tolerance Investment Decision. Akuntabilitas, 17(1), 113-128.
- Cesarini, D., Johannesson, M., Lichtenstein, P., Sandewall, Ö., & Wallace, B. Ör. (2010). Genetic Variation in Financial Decision-Making. The Journal of Finance.
- Chu, Z. Y., Wang, Z., Xiao, J. J., & Zhang, W. (2016). Financial Literacy, Portfolio Choice and Financial Well-Being. Social Indicators Research.
- D.A.T, K. (2020). The Impact of Financial Literacy on Investment Decisions: With Special Reference to Undergraduates in Western Province, Sri Lanka. Asian Journal of Contemporary Education, 4(2), 110-126.
- Dewi, M., Hamidah, H., & Buchdadi, A. D. (2021). The Influence of Financial Literacy, Experienced Regret, Framing Effect and Mental Accounting on Millennial Generation Investment Decisions in DKI Jakarta with Risk Tolerance as Intervening Variables. International Journal on Advanced Science, Education, and Religion, 4(3), 147-163.
- Edison, N. E. D., & Aisyah, H. (2023). The Effect of Regret Experienced in Investment Decision: An Experimental Study. International Journal of Asian Business and Management.
- Grinblatt, M., & Keloharju, M. (2000). The Investment Behavior and Performance of Various Investor Types: A Study of Finland’s Unique Data Set. Journal of Financial Economics.
- Hamza, N., & Arif, I. (2019). Impact of Financial Literacy on Investment Decisions: The Mediating Effect of Big-Five Personality Traits Model. Market Forces Research Journal, 14(1), 43-60.
- He, Z., Jiang, S., Xu, D., & Yin, X. (2021). Investing in Lending Technology: IT Spending in Banking. SSRN Electronic Journal.
- Huston, S. J. (2010). Measuring Financial Literacy. Journal of Consumer Affairs.
- Iram, T., Bilal, A. R., & Latif, S. (2021). Is Awareness That Powerful? Women’s Financial Literacy Support to Prospects Behaviour in Prudent Decision-making. Global Business Review.
- Jain, J., Walia, N., Kaur, M., & Singh, S. (2021). Behavioural Biases Affecting Investors’ Decision-Making Process: A Scale Development Approach. Management Research Review.
- Kanagasabai, B., & Aggarwal, V. (2020). The Mediating Role of Risk Tolerance in the Relationship between Financial Literacy and Investment Performance. Colombo Business Journal, 11(1), 83-104.
- Kumar, S., & Goyal, N. (2015). Behavioural Biases in Investment Decision Making – A Systematic Literature Review. Qualitative Research in Financial Markets.
- Lusardi, A., & Mitchell, O. S. (2014). The Economic Importance of Financial Literacy: Theory and Evidence. Journal of Economic Literature.
- Manullang, A. P., Riwajanti, N. I., & Ekasari, K. (2021). Accounting Treatment for Cryptocurrency.
- Mishra, R. (2018). Financial literacy, risk tolerance and stock market participation. Asian Economic and Financial Review, 8(12), 1457-1471.
- Monrat, A. A., Schelén, O., & Andersson, K. (2019). A Survey of Blockchain From the Perspectives of Applications, Challenges, and Opportunities. Ieee Access.
- Mubaraq, M. R., Anshori, M., & Trihatmoko, H. (2021). The Influence of Financial Knowledge and Risk Tolerance on Investment Decision Making. Jurnal Ekonomi Bisnis Dan Kewirausahaan, 10(2), 140.
- Muizzuddin, M., Taufik, T., Ghasarma, R., Putri, L., & Adam, M. (2017). Financial Literacy; Strategies and Concepts in Understanding the Financial Planning With Self-Efficacy Theory and Goal Setting Theory of Motivation Approach. International Journal of Economics and Financial Issues, 7(4), 182–188.
- Noviarini, J., Coleman, A., Roberts, H., & Whiting, R. H. (2021). Financial literacy, debt, risk tolerance and retirement preparedness: Evidence from New Zealand. Pacific Basin Finance Journal, 68(June), 101598.
- Pak, O., & Mahmood, M. (2015). Impact of Personality on Risk Tolerance and Investment Decisions. International Journal of Commerce and Management.
- Pompian, M. M. (2011). Behavioral Finance and Wealth Management: How to Build Investment Strategies That Account for Investor Biases (2nd ed.).
- Raheja, S., & Dhiman, B. (2019). Relationship between behavioral biases and investment decisions: The mediating role of risk tolerance. DLSU Business and Economics Review, 29(1), 31-39.
- Ramadhan, R. S., & Sutrisno, S. (2022). Financial Literacy, Risk Tolerance, Overconfidence, Experienced Regret, and Demographic Factors on Investment Decisions. International Journal of Economics Business and Management Research.
- Rong, Y., Liu, S., Yan, S., Huang, W., & Chen, Y. (2023). Proposing a New Loan Recommendation Framework for Loan Allocation Strategies in Online P2P Lending. Industrial Management & Data Systems.
- Rooij, M. van, Lusardi, A., & Alessie, R. (2007). Financial Literacy and Stock Market Participation.
- Rosa, E., & Mukhibad, H. (2022). Fundamental Factors of Financial Ratios and Discretionary Accruals in Influencing the Companies’ Fixed-Asset Investment Decisions. Journal of Accounting and Investment.
- Samsuri, A., Ismiyanti, F., & Narsa, I. M. (2019). The effects of risk tolerance and financial literacy to investment intentions. International Journal of Innovation, Creativity and Change, 10(6), 280-294.
- Satiti, N. R., & Sa’diyah, C. (2020). Indonesian Management and Accounting Research The Effect of Financial Literacy on Malang District Society’s Financial Behavior. Indonesian Management and Accounting Research, 19(02).
- Senda, D. A., Rahayu, C. W. E., & Tri Rahmawati, C. H. (2020). The Effect of Financial Literacy Level and Demographic Factors on Investment Decision. Media Ekonomi Dan Manajemen, 35(1), 100.
- Sujono, S., Mirosea, N., & Hajar, I. (2023). Effect of Financial Literacy and Behaviour on Investment Decisions (Study on Southeast Sulawesi Investors). Kne Social Sciences.
- Suresh, G. (2021). Impact of Financial Literacy and Behavioural Biases on Investment Decision-Making. Fiib Business Review.
- Widagdo, B., & Sa’diyah, C. (2023). Business sustainability: Functions of financial behavior, technology, and knowledge. Problems and Perspectives in Management, 21(1), 120-130.
- Widyastuti, U., Febrian, E., Sutisna, S., & Fitrijanti, T. (2021). Market Discipline in the Behavioral Finance Perspective: A Case of Sharia Mutual Funds in Indonesia. Journal of Islamic Accounting and Business Research.
- Yang, Z., Salman, T., Jain, R., & Pietro, R. Di. (2022). Decentralization Using Quantum Blockchain: A Theoretical Analysis. Ieee Transactions on Quantum Engineering.
- Yasuda, J. K. (2023). Regulatory Visions and the State in E. Asia: The Irrational Investor Problem in the Comparative Politics of Finance. Comparative Political Studies.
- Yulianis, N., Sulistyowati, E., & Joebgc (2021). The Effect Of Financial Literacy, Overconfidence, And Risk Tolerance On Investment Decision. Nur Yulianis and Erna Sulistyowati/ JoEBGC, 4(1), 61-71.
- Yusfiarto, R. (2020). Micro Macro Economics Fundamental Factors and Indonesia Stock Exchange Return. Ekbis Jurnal Ekonomi Dan Bisnis.