The effect of financial literacy on Gen-Z crypto investment decision through herding behavior as mediator

Dhiyyah Arriqoh(1*), Intan Zoraya(2),

(1) Universitas Bengkulu
(2) Universitas Bengkulu
(*) Corresponding Author

Abstract


The progression of investment in Indonesia has witnessed rapid growth, particularly in the realm of crypto assets. By April 2023, the number of crypto investors in Indonesia had surged to 17 million, with the Gen Z cohort dominating this category of asset investors. The primary objective of this research is to examine whether herding behavior can mediate the relationship between financial literacy and crypto investment decisions among Gen Z individuals. This investigation was conducted among crypto investors residing in the city of Bengkulu. A total of 156 individuals were selected as the sample. The collected data was subsequently processed using the Smart PLS 3 application. The research findings indicate that financial literacy has a significantly positive influence on herding, and financial literacy also has a significantly positive impact on the crypto investment decisions of Gen Z. Moreover, herding serves as a mediating factor in the relationship between financial literacy and Gen Z's crypto investment decisions.


Keywords


Financial Literacy; Investment Decision; Herding Behavior; Crypto Investment; Generation Z

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References


Abdin, Syed Zain ul, Omer Farooq, Naheed Sultana, and Mariam Farooq. 2017. “The Impact of Heuristics on Investment Decision and Performance: Exploring Multiple Mediation Mechanisms.” Research in International Business and Finance 42 (December). Elsevier Ltd: 674–88. doi:10.1016/j.ribaf.2017.07.010.

Abideen, Zain UI, Zeeshan Ahmed, Huan Qiu, and Yiwei Zhao. 2023. “Do Behavioral Biases Affect Investors’ Investment Decision Making? Evidence from the Pakistani Equity Market.” Risks 11 (6). MDPI AG: 109. doi:10.3390/risks11060109.

Adil, Mohd, Yogita Singh, and Mohd Shamim Ansari. 2022. “How Financial Literacy Moderate the Association between Behaviour Biases and Investment Decision?” Asian Journal of Accounting Research 7 (1): 17–30. doi:10.1108/AJAR-09-2020-0086.

Ahmad, Maqsood, and Syed Zulfiqar Ali Shah. 2022. “Overconfidence Heuristic-Driven Bias in Investment Decision-Making and Performance: Mediating Effects of Risk Perception and Moderating Effects of Financial Literacy.” Journal of Economic and Administrative Sciences 38 (1). Emerald: 60–90. doi:10.1108/jeas-07-2020-0116.

Akhtar, Muhammad, and Muhammad Umair Malik. 2022. “Personality Traits and Investor Risk Behavior: Moderating Role ofFinancial Literacy.” Managerial Finance. doi:10.1108/MF-08-2021-0387.

Al-Dahan, Noor Sabah Hameed, Mohammed Faez Hasan, and Hamid Mohsin Jadah. 2019. “Effect of Cognitive and Emotional Biases on Investor Decisions: An Analytical Study of the Iraq Stock Exchange.” International Journal of Innovation, Creativity and Change 9 (10): 30–47.

Arora, Jagriti, and Madhumita Chakraborty. 2022. “Role of Financial Literacy in Investment Choices of Financial Consumers: An Insight from India.” International Journal of Social Economics. doi:10.1108/IJSE-12-2021-0764.

Audrey li chin lim. (2012). The relationship between psychological biases and the decision making of investor in Malaysian share market. The Relationship between Psychological Biases and the Decision Making of Investor in Malaysian Share Market.

Ayu Wulandari, D., & Iramani, Rr. (2014). STUDI EXPERIENCED REGRET, RISK TOLERANCE, OVERCONFIDANCE DAN RISK PERCEPTION PADA PENGAMBILAN KEPUTUSAN INVESTASI. Journal of Business and Banking, 4(1), 55. https://doi.org/10.14414/jbb.v4i1.293.

Bakar, S., & Yi, A. N. C. (2016). The Impact of Psychological Factors on Investors’ Decision Making in Malaysian Stock Market: A Case of Klang Valley and Pahang. Procedia Economics and Finance, 35, 319–328. https://doi.org/10.1016/s2212-5671(16)00040-x.

Baker, H. Kent, Satish Kumar, Nisha Goyal, and Vidhu Gaur. 2019. “How Financial Literacy and Demographic Variables Relate to Behavioral Biases.” Managerial Finance 45 (1). Emerald Group Holdings Ltd.: 124–46. doi:10.1108/MF-01-2018-0003.

Barthel, A. C., & Lei, S. (2021). Investment in financial literacy and financial advice-seeking: Substitutes or complements? Quarterly Review of Economics and Finance, 81, 385–396. https://doi.org/10.1016/j.qref.2021.06.020.

Bikhchandani, S., Sharma, S., Chami, R., Felli, L., Flood, B., Hirshleifer, D., Hauswald, R., Khan, M., Kodres, L., Mody, A., Montiel, P., Nsouli, S., Pradhan, M., Richards, T., Welch, I., Wermers, R., & Wong, C.-H. (2001). Herd Behavior in Financial Markets (Vol. 47, Issue 3). International Monetary Fund.

Bortoli, Daiane De, Newton Da Costa, Marco Goulart, and Jéssica Campara. 2019. “Personality Traits and Investor Profile Analysis: A Behavioral Finance Study.” PLoS ONE 14 (3): 1–18. doi:10.1371/journal.pone.0214062.

Brealey, Richard, Stewart Myers, and Alan Marcus. 2019. Fundamentals of Corporate Finance. 10th Editi. United State of America: McGraw-Hill Education.

Callis, Z., Gerrans, P., Walker, D. L., & Gignac, G. E. (2023). The association between intelligence and financial literacy: A conceptual and meta-analytic review. Intelligence, 100, 101781. https://doi.org/10.1016/j.intell.2023.101781.

Chae, Joon, and R. Kim. 2019. “Contrarian Profits of the Firm-Specific Component on Stock Returns.” Pacific Basin Finance Journal, no. July. Elsevier: 101176. doi:10.1016/j.pacfin.2019.101176.

Christie, W. G., & Huang, R. D. (1995). Following the Pied Piper: Do Individual Returns Herd around the Market? Financial Analysts Journal, 51(4), 31–37. https://doi.org/10.2469/faj.v51.n4.1918.

Elhussein, Nawal Hussein Abbas, and Jarel Nabi Ahmed Abdelgadir. 2020. “Behavioral Bias in Individual Investment Decisions: Is It a Common Phenomenon in Stock Markets?” International Journal of Financial Research 11 (6). Sciedu Press: 25. doi:10.5430/ijfr.v11n6p25.

Frimpong, Stephanie Efua, Gloria Agyapong, and Daniel Agyapong. 2022. “Financial Literacy, Access to Digital Finance and Performance of SMEs: Evidence From Central Region of Ghana.” Cogent Economics and Finance 10 (1). Cogent OA. doi:10.1080/23322039.2022.2121356.

Fujiki, H. (2021). Crypto asset ownership, financial literacy, and investment experience. Applied Economics, 53(39), 4560–4581. https://doi.org/10.1080/00036846.2021.1904125.

Galí, Jordi, and Luca Gambetti. 2015. “The Effects of Monetary Policy on Stock Market Bubbles: Some Evidence.” American Economic Journal: Macroeconomics 7 (1): 233–57. doi:10.1257/mac.20140003.

Gupta, Shilpi, and Monica Shrivastava. 2022. “Herding and Loss Aversion in Stock Markets: Mediating Role of Fear of Missing out (FOMO) in Retail Investors.” International Journal of Emerging Markets 17 (7). Emerald Group Holdings Ltd.: 1720–37. doi:10.1108/IJOEM-08-2020-0933.

Hair, Joseph F, G. Tomas M. Hult, Christian M. Ringle, and Marko Sarstedt. 2014. A PRIMER ON PARTIAL LEAST SQUARES STRUCTURAL EQUATION MODELING (PLS- SEM). SAGE Publications, Inc. 2nd ed. London: SAGE Publications Ltd. https://linkinghub.elsevier.com/retrieve/pii/S0024630113000034.

Hair, Joseph F, William C Black, Barry J Babin, and Rolph E Anderson. 2010. Multivariate Data Analysis. Seventh. Harlow: Pearson Education Limited.

Hashemi Joo, M., Nishikawa, Y., & Dandapani, K. (2020). Cryptocurrency, a successful application of blockchain technology. In Managerial Finance (Vol. 46, Issue 6, pp. 715–733). Emerald Group Holdings Ltd. https://doi.org/10.1108/MF-09-2018-0451.

Hong, S., Hirshleifer, D., & Teoh, H. (2008). Munich Personal RePEc Archive Thought and Behavior Contagion in Capital Markets Thought and Behavior Contagion in Capital Markets.

Hossain, Tanzina, and Pallabi Siddiqua. 2022. “Exploring the Influence of Behavioral Aspects on Stock Investment Decision-Making: AStudy on Bangladeshi Individual Investors.” PSU Research Review. Emerald Group Holdings Ltd. doi:10.1108/PRR- 10-2021-0054.

Jain, Jinesh, Nidhi Walia, and Sanjay Gupta. 2020a. “Evaluation of Behavioral Biases Affecting Investment Decision Making of Individual Equity Investors by Fuzzy Analytic Hierarchy Process.” Review of Behavioral Finance 12 (3). Emerald Group Holdings Ltd.: 297–314. doi:10.1108/RBF-03-2019-0044.

Jain, Jinesh, Nidhi Walia, and Sanjay Gupta. 2020b. “Evaluation of Behavioral Biases Affecting Investment Decision Making of Individual Equity Investors by Fuzzy Analytic Hierarchy Process.” Review of Behavioral Finance 12 (3). Emerald Group Holdings Ltd.: 297–314. doi:10.1108/RBF-03-2019-0044.

Jain, Riidhi, Dipasha Sharma, Abhishek Behl, and Aviral Kumar Tiwari. 2022. “Investor Personality as a Predictor of Investment Intention – Mediating Role of Overconfidence Bias and Financial Literacy.” International Journal of Emerging Markets, no. 1979. doi:10.1108/IJOEM-12-2021-1885.

Jan, Naveed, Vipin Jain, Zeyun Li, Javeria Sattar, and Korakod Tongkachok. 2022. “Post- COVID-19 Investor Psychology and Individual Investment Decision: A Moderating Role of Information Availability.” Frontiers in Psychology 13 (September). Frontiers Media S.A. doi:10.3389/fpsyg.2022.846088.

Kasoga, Pendo Shukrani. 2021. “Heuristic Biases and Investment Decisions: Multiple Mediation Mechanisms of Risk Tolerance and Financial Literacy—a Survey at the Tanzania Stock Market.” Journal of Money and Business 1 (2). Emerald: 102–16. doi:10.1108/jmb-10-2021-0037.

Kengatharan, L., & Kengatharan, N. (2014). The Influence of Behavioral Factors in Making Investment Decisions and Performance: Study on Investors of Colombo Stock Exchange, Sri Lanka. Asian Journal of Finance & Accounting, 6(1), 1. https://doi.org/10.5296/ajfa.v6i1.4893.

Khan, Imran, Mustafa Afeef, Shahid Jan, and Anjum Ihsan. 2020. “The Impact of Heuristic Biases on Investors’ Investment Decision in Pakistan Stock Market: Moderating Role of Long Term Orientation.” Qualitative Research in Financial Markets 13 (2). Emerald Group Holdings Ltd.: 252–74. doi:10.1108/QRFM-03-2020-0028.

Kourtidis, D., Šević, Ž., & Chatzoglou, P. (2011). Investors’ trading activity: A behavioural perspective and empirical results. Journal of Socio-Economics, 40(5), 548–557. https://doi.org/10.1016/j.socec.2011.04.008.

Laryea, Esther, and Sally Peaches Owusu. 2022. “The Impact of Anchoring Bias on Investment Decision-Making: Evidence from Ghana.” Review of Behavioral Finance. Emerald Group Holdings Ltd. doi:10.1108/RBF-09-2020-0223.

Lebdaoui, Hind, Youssef Chetioui, and Elias Guechi. 2021. “The Impact of Behavioral Biases on Investment Performance: Does Financial Literacy Matter?” International Journal of Economics and Financial Issues 11 (3): 13–21. doi:10.32479/ijefi.11318.

Lusardi, A., & Mitchell, O. S. (2007). Baby Boomer retirement security: The roles of planning, financial literacy, and housing wealth. Journal of Monetary Economics, 54(1), 205–224. https://doi.org/10.1016/j.jmoneco.2006.12.001.

Lyons, A. C., & Kass‐Hanna, J. (2021). A methodological overview to defining and measuring “digital” financial literacy. FINANCIAL PLANNING REVIEW, 4(2). https://doi.org/10.1002/cfp2.1113.

Madaan, Geetika, and Sanjeet Singh. 2019. “An Analysis of Behavioral Biases in Investment Decision-Making.” International Journal of Financial Research 10 (4). Sciedu Press: 55–67. doi:10.5430/ijfr.v10n4p55.

Metawa, Noura, M. Kabir Hassan, Saad Metawa, and M. Faisal Safa. 2019. “Impact of Behavioral Factors on Investors’ Financial Decisions: Case of the Egyptian Stock Market.” International Journal of Islamic and Middle Eastern Finance and Management 12 (1). Emerald Group Holdings Ltd.: 30–55. doi:10.1108/IMEFM-12- 2017-0333.

Mohanty, Stutee. 2023. “Cognitive Biases and Financial Decisions of Potential Investors during Covid-19: An Exploration.” Arab Gulf Journal of Scientific Research. Emerald Publishing. doi:10.1108/AGJSR-12-2022-0296.

Mumtazah, M. R., Anwar, M., Pembangunan, U., Veteran, N. ", & Timur, J. (n.d.). Analisis pengaruh herding behavior dalam memoderasi keputusan investasi saham pada Mahasiswa UPN Veteran Jawa Timur. Jurnal Ilmiah Akuntansi Dan Keuangan, 5(1), 2022. https://journal.ikopin.ac.id/index.php/fairvalue.

Ngoc, L. T. B. (2013). Behavior Pattern of Individual Investors in Stock Market. International Journal of Business and Management, 9(1). https://doi.org/10.5539/ijbm.v9n1p1.

Odean, T. (1998). Are Investors Reluctant to Realize Their Losses? The Journal of Finance, 53(5), 1775–1798. https://doi.org/10.1111/0022-1082.00072.

Özen, Ercan, and Gürsel Ersoy. 2019. “The Impact of Financial Literacy on Cognitive Biases of Individual Investors.” Contemporary Studies in Economic and Financial Analysis 101: 77–95. doi:10.1108/S1569-375920190000101007.

Parveen, Shagufta, Zoya Wajid Satti, Qazi Abdul Subhan, and Sana Jamil. 2020. “Exploring Market Overreaction, Investors’ Sentiments and Investment Decisions in an Emerging Stock Market.” Borsa Istanbul Review 20 (3). Borsa Istanbul Anonim Sirketi: 224–35. doi:10.1016/j.bir.2020.02.002.

Putri, Wulan Wahyuni Rossa;, and Nilda Tartilla. 2018. “Pengaruh Intellectual Capital Terhadap Nilai Perusahaan Dengan Free Cash Flow Sebagai Variabel Moderating (Studi Empiris Pada Perusahaan Manufaktur Secondary Sectors Di Bursa Efek Indonesia).” Jurnal Ilmiah Ilmu Ekonom 7 (13): 1–12. doi:http://eprints.ummi.ac.id/id/eprint/147.

Rahyuda, H., & Candradewi, M. R. (2023). Determinants of cryptocurrency investment decisions (Study of students in Bali). Investment Management and Financial Innovations, 20(2), 193–204. https://doi.org/10.21511/imfi.20(2).2023.17.

Rasheed, Rabia, and Sulaman Hafeez Siddiqui. 2019. “Attitude for Inclusive Finance: Influence of Owner-Managers’ and Firms’ Characteristics on SMEs Financial Decision Making.” Journal of Economic and Administrative Sciences 35 (3): 158– 71. doi:10.1108/jeas-05-2018-0057.

Sekita、vikas, S., & Ogaki, K. (2018). Keio-IES Discussion Paper Series Wealth, Financial Literacy and Behavioral Biases: Evidence from Japan. https://ies.keio.ac.jp/en/publications/10616/.

Shiller, R. J. (2003). From Efficient Markets Theory to Behavioral Finance. In Journal of Economic Perspectives (Vol. 17).

Singh, Amit Kumar, and Mohit Kumar. 2022. “Analyzing the Relationship Between Psychological Biases and Initial Public Offerings Investment Decision-Making in India.” Management and Labour Studies 47 (4). Sage Publications India Pvt. Ltd: 407–30. doi:10.1177/0258042X221106654.

Sivaramakrishnan, Sreeram, Mala Srivastava, and Anupam Rastogi. 2017. “Attitudinal Factors, Financial Literacy, and Stock Market Participation.” International Journal of Bank Marketing 35 (5): 818–41. doi:10.1108/IJBM-01-2016-0012.

Smith, V. L. (2002). Method in Experiment: Rhetoric and Reality. In Experimental Economics (Vol. 5).

Sood, K., Pathak, P., Jain, J., & Gupta, S. (2023). Gauging investors’ investment decisions in the crypto market through the PRISM of behavioral biases: a fuzzy AHP approach. International Journal of Emerging Markets. https://doi.org/10.1108/IJOEM-02-2022-0263.

Suresh G. 2021. “Impact of Financial Literacy and Behavioural Biases on Investment Decision- Making.” FIIB Business Review. Sage Publications India Pvt. Ltd. doi:10.1177/23197145211035481.

Thomas, Howard, and Yuwa Hedrick-Wong. 2019. “What Is Social Inclusion and How Financial and Social Inclusion Are Inextricably Linked.” In Inclusive Growth, 43–56. Emerald Publishing Limited. doi:10.1108/978-1-78973-779-020191005.

ul Abdin, Syed Zain, Fiza Qureshi, Jawad Iqbal, and Sayema Sultana. 2022. “Overconfidence Bias and Investment Performance: A Mediating Effect of Risk Propensity.” Borsa Istanbul Review 22 (4). Borsa Istanbul Anonim Sirketi: 780–93. doi:10.1016/j.bir.2022.03.001.

Veerasingam, N., & Teoh, A. P. (2023). Modeling cryptocurrency investment decision: evidence from Islamic emerging market. Journal of Islamic Marketing, 14(7), 1817–1835. https://doi.org/10.1108/JIMA-07-2021-0234.

Weixiang, Sun, Md Qamruzzaman, Wang Rui, and Rajnish Kler. 2022a. “An Empirical Assessment of Financial Literacy and Behavioral Biases on Investment Decision: Fresh Evidence from Small Investor Perception.” Frontiers in Psychology 13 (September). Frontiers Media S.A. doi:10.3389/fpsyg.2022.977444.

Weixiang, Sun, Md Qamruzzaman, Wang Rui, and Rajnish Kler. 2022b. “An Empirical Assessment of Financial Literacy and Behavioral Biases on Investment Decision: Fresh Evidence from Small Investor Perception.” Frontiers in Psychology 13 (September). Frontiers Media S.A. doi:10.3389/fpsyg.2022.977444.

Yalçin, Nursel, and Utku Köse. 2010. “What Is Search Engine Optimization : SEO ?” 9 (July 2009): 487–93. doi:10.1016/j.sbspro.2010.12.185.

Zhao, H., & Zhang, L. (2021a). 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

Zhao, H., & Zhang, L. (2021b). 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.




DOI: https://doi.org/10.24123/mabis.v23i1.737

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