The Mediator Role of Perceived Risk in The Relationship Between Financial Literacy and Hassle Factor on Investment Decision
DOI:
https://doi.org/10.22219/jrak.v15i4.42859Keywords:
Financial Literacy, Hassle Factor, Investment Decision, Perceived RiskAbstract
Purpose: This study examines the influence of financial literacy, hassle factor on investment decisions in the Indonesian capital market, with perceived risk as a mediator.
Methodology/approach: A survey of 400 active capital market investors of IDX was conducted, and the data were analyzed using PLS-SEM.
Findings: The results show that financial literacy significantly improves investment decisions, while the hassle factor has no significant effect. Perceived risk is shown to mediate the relationship between financial literacy and the hassle factor on investment decisions, emphasizing that individuals consider potential risks and financial consequences more carefully before making investment decisions.
Practical implications: These findings have implications for the development of more effective financial education programs and investment platforms.
Originality/value: This study contributes to the literature by combining cognitive (literacy) and behavioural (hassle) perspectives, providing new insights into investor behavior, and offering practical guidance for reducing barriers to investment participation.
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Ahmed, Z., Rasool, S., Saleem, Q., Khan, M. A., & Kanwal, S. (2022). Mediating Role of Risk Perception Between Behavioral Biases and Investor’s Investment Decisions. SAGE Open, 12(2). https://doi.org/10.1177/21582440221097394
Ajzen, I. (1991). The theory of planned behavior. Organizational Behavior and Human Decision Provesses, 50(2), 179–211. https://doi.org/10.1016/0749-5978(91)90020-T
Akpene Akakpo, A., Amidu, M., Coffie, W., & Abor, J. Y. (2022). Financial literacy, financial inclusion and participation of individual on the Ghana stock market. Cogent Economics and Finance, 10(1). https://doi.org/10.1080/23322039.2021.2023955
Asaad, C. T. (2015). Financial literacy and financial behavior: Assessing knowledge and confidence. Financial Services Review, 24(2), 101–117. https://doi.org/https://doi.org/10.61190/fsr.v24i2.3236
Ashrafi, D. M. (2023). MANAGING CONSUMERS’ ADOPTION OF ARTIFICIAL INTELLIGENCE-BASED FINANCIAL ROBO-ADVISORY SERVICES: A MODERATED MEDIATION MODEL. Journal of Indonesian Economy and Business, 38(3), 270–301. https://doi.org/10.22146/jieb.v38i3.6242
Badan Pusat Statistik. (2024). Human Development Index 2024.
Becker, G. S. (1976). The Economic Approach to Human Behavior. University of Chicago Press.
BEI. (2025). PT Bursa Efek Indonesia. https://www.idx.co.id/id/berita/siaran-pers/2315
BPS. (2025). Pertumbuhan Ekonomi Indonesia Triwulan IV-2024. In Berita Resmi Statistik (Issue 17/02/Th. XXVII).
Callen, T. (2024). Gross Domestic Product: An Economy’s All - Back to Basics: Economics Concepts Explained - FINANCE & DEVELOPMENT. https://www.imf.org/en/publications/fandd/issues/series/back-to-basics/gross-domestic-product-gdp
Canikli, S., & Aren, S. (2019). Effect Of Financial Literacy And Risk Perception On Individual Investors’ Investment Choices. New Challenges in Leadership and Technology Management, 800–809. https://doi.org/10.15405/epsbs.2019.01.02.68
Caporal, J. (2025). How Many Americans Own Stock? More Than You Think | The Motley Fool. https://www.fool.com/research/how-many-americans-own-stock/
Chin, W. W. (1998). The partial least squares approach for structural equation modeling. Modern Methods for Business Research, 295–336.
Cho, J., & Lee, J. (2006). An integrated model of risk and risk-reducing strategies. Journal of Business Research, 59(1), 112–120. https://doi.org/10.1016/j.jbusres.2005.03.006
Daskalakis, N., & Karpouzis, E. (2022). The importance of a continuous belief-update mechanism on crowdfunding with financial returns. Managerial Finance, 48(5), 805–820.
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. https://doi.org/10.18488/journal.137.2020.42.110.126
Databooks. (2024). Daftar Negara dengan Populasi Terbanyak di Dunia September 2024. https://databoks.katadata.co.id/demografi/statistik/c55d4e9e4d1f749/daftar-negara-dengan-populasi-terbanyak-di-dunia-september-2024
Dowling, G. R., & Staelin, R. (1994). A Model of Percieved Risk and Intended Risk-handling Activity . Journal of Consumer Research, 21(1), 119–134. https://doi.org/10.1086/209386
Fernandes, D., Lynch, J. G., & Netemeyer, R. G. (2014). Financial Literacy, Financial Education, and Downstream Financial Behaviors. Management Science, 60(8), 1861–1883. https://doi.org/10.1287/mnsc.2013.1849
Gambetti, E., & Giusberti, F. (2019). Personality, decision-making styles and investments. Journal of Behavioral and Experimental Economics, 80, 14–24. https://doi.org/10.1016/j.socec.2019.03.002
Ghozali, I. (2014). Partial Least Squares Konsep, Metode dan Aplikasi Menggunakan Program WARPPLS 4.0 (2nd ed.). Badan Penerbit Universitas Diponegoro.
Grable, J. E. (2000). Financial Risk Tolerance and Additional Factors That Affect Risk Taking in Everyday Money Matters. Journal of Business and Psychology, 14, 625–630. https://doi.org/10.1023/A:1022994314982
Hair, J. F., Risher, J. J., Sarstedt, M., & Ringle, C. M. (2019). When to use and how to report the results of PLS-SEM. European Business Review, 31(4), 2–24. https://doi.org/10.1108/EBR-11-2018-0203
Handranata, Y. W., Arief, M., Warganegara, D. L., & Hamsal, M. (2023). Financial Literacy, Hassle Factor, and Stock Market Participation: Empirical Evidence from Indonesia Stock Exchange. WSEAS Transactions on Business and Economics, 20, 730–739. https://doi.org/10.37394/23207.2023.20.67
Hermansson, C., & Jonsson, S. (2021). The impact of financial literacy and financial interest on risk tolerance. Journal of Behavioral and Experimental Finance, 29. https://doi.org/10.1016/j.jbef.2020.100450
Indonesia Stock Exchange. (2025, February). Awal Tahun 2025 Investor Pasar Modal Lampaui 15 Juta. IDX Press Release No: 011/BEI.SPR/02-2025. https://www.idx.co.id/id/berita/siaran-pers/2315
Indrawati, N. K., Muljaningsih, S., Juwita, H. A. J., Jazuli, A. M., Nurmasari, N. D., & Fahlevi, M. (2025). The mediator role of risk tolerance and risk perception in the relationship between financial literacy and financing decision. Cogent Business and Management, 12(1). https://doi.org/10.1080/23311975.2025.2468877
Kaiser, T., Lusardi, A., Menkhoff, L., & Urban, C. (2021). Financial education affects financial knowledge and downstream behaviors. Journal of Financial Economics, 145(5). https://doi.org/10.1016/j.jfineco.2021.09.022
Kanner, A. D., Coyne, J. C., Schaefer, C., & Lazarus, R. S. (1981). Comparisons of two modes of stress measurement: Daily hassles and uplifts versus major life events. Journal of Behavioral Medicine, 4(1), 1–39. https://doi.org/10.1007/BF00844845
Lim, K. L., Soutar, G. N., & Lee, J. A. (2013). Factors affecting investment intentions: A consumer behaviour perspective. Journal of Financial Services Marketing, 18, 301–315. https://doi.org/https://doi.org/10.1057/fsm.2013.23
Loewenstein, G. F., Weber, E. U., Hsee, C. K., & Welch, N. (2001). Risk as feelings. Psychological Bulletin, 127(2), 267–286. https://doi.org/10.1037/0033-2909.127.2.267
Lusardi, A., & Mitchell, O. S. (2014). The Economic Importance of Financial Literacy: Theory and Evidence. Journal of Economic Literature, 52(1), 5–44. https://doi.org/10.1257/jel.52.1.5
Mishra, D., Agarwal, N., Sharahiley, S., & Kandpal, V. (2024). Digital Financial Literacy and Its Impact on Financial Decision-Making of Women: Evidence from India. Journal of Risk and Financial Management, 17(10). https://doi.org/10.3390/jrfm17100468
National Academies of Sciences, E. and Medicine. (2023). Behavioral economics: Policy impact and future directions (Chapter 4: The Behavioral Economics Toolkit: Policy levers and intervention strategies). National Academic Press.
OECD. (2021). Evaluation of National Strategies for Financial Literacy.
OECD. (2022). Oecd/Infe Toolkit For Measuring Financial Literacy And Financial Inclusion 2022. https://doi.org/https://doi.org/10.1787/cbc4114f-en
OECD. (2025). Financial markets | OECD. https://www.oecd.org/en/topics/financial-markets.html
OJK. (2024). Edukasi Keuangan. Otoritas Jasa Keuangan. https://ojk.go.id/id/kanal/edukasi-dan-perlindungan-konsumen/Pages/Literasi-Keuangan.aspx?
OJK. (2024). Survei Nasional Literasi dan Inklusi Keuangan (SNLIK) 2024.
Otoritas Jasa Keuangan. (2024). Edukasi Keuangan. OJK Website. https://ojk.go.id/id/kanal/edukasi-dan-perlindungan-konsumen/Pages/Literasi-Keuangan.aspx
Panther, T., & Farquhar, J. D. (2004). Consumer responses to dissatisfaction with financial service providers: An exploration of why some stay while others switch. Journal of Financial Services Marketing, 8(4), 343–353. https://doi.org/10.1057/palgrave.fsm.4770131
Potrich, A. C. G., & Veiera, K. M. (2016). Development of a financial literacy model for university students. Management Research Review, 39(3), 356–376. https://doi.org/10.1108/MRR-06-2014-0143
Rahim, N., Ismail, N., & Karmawan, K. (2022, July 27). Financial Literacy And Financial Behaviour: An Overview of Key Drivers. International Conference on Social, Science, and Technology. https://doi.org/10.4108/eai.25-11-2021.2319348
Raut, R. (2020). Past behaviour, financial literacy and investment decision-making process of individual investors. International Journal of Emerging Markets. https://doi.org/10.1108/IJOEM-07-2018-0379
Ricciardi, V., & Simon, H. K. (2000). What is Behavioral Finance? In Business, Education and Technology Journal Fall.
Rizaldy Insan Baihaqqy, M., Sari, M., & Ikhsan, S. (2020). The Effect of Financial Literacy on the Investment Decision. https://doi.org/10.33258/birci.v3i4.1333
Rooij, M. van, Lusardi, A., & Alessie, R. (2011). Financial literacy and stock market participation. Journal of Finance Economics, 101(2), 449–472. https://doi.org/10.1016/j.jfineco.2011.03.006
Schotter, A., & Beamish, P. W. (2013). The hassle factor: An explanation for managerial location shunning. Journal of International Business Studies, 44, 521–544. https://doi.org/10.2307/23434160
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. https://doi.org/10.24856/mem.v35i1.1246
Shehata, S. M., Abdeljawad, A. M., Mazouz, L. A., Aldossary, L. Y. K., Alsaeed, M. Y., & Sayed, M. N. (2021). The moderating role of perceived risks in the relationship between financial knowledge and the intention to invest in the Saudi Arabian stock market. International Journal of Financial Studies, 9(1), 1–16. https://doi.org/10.3390/IJFS9010009
Simon, H. A. (1957). Models of Man, Social and Rational: Mathematical Essay on Rational Human Behavior in Society Setting. Wiley.
Sinaga, M. A. W., Nuzula, N. F., & Damayanti, C. R. (2023). The Psychology of Risk Influence and Investor Sentiment on Investment Decision Making in the Indonesian Stock Market. Jurnal Ilmiah Akuntansi Dan Bisnis, 18(2), 197. https://doi.org/10.24843/jiab.2023.v18.i02.p01
Sivaramakrishnan, S., Srivasta, 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
Stampatori, D., & Rossetto, N. (2024). From Hesitation to Participation: Examining Behavioural Barriers to Engage Customers in Flexibility Markets. In Current Sustainable/Renewable Energy Reports (Vol. 11, Issue 4, pp. 127–135). Springer Nature. https://doi.org/10.1007/s40518-024-00241-w
Sugiyono. (2021). Metode Penelitian Kuantitatif Kualitatif dan R&D. Alfabeta.
Suh, E. (2022). Can’t save or won’t save: financial resilience and discretionary retirement saving among British adults in their thirties and forties. Ageing and Society, 42(12), 2940–2967. https://doi.org/10.1017/S0144686X21000337
Sunstein, C. R. (2014). Nudging: A Very Short Guide. J Consum Policy, 37, 583–588. https://doi.org/10.1007/s10603-014-9273-1
Suresh G. (2024). Impact of Financial Literacy and Behavioural Biases on Investment Decision-making. FIIB Business Review, 13(1), 72–86. https://doi.org/10.1177/23197145211035481
Weber, E. U., Blais, A.-R., & Betz, N. E. (2002). A domain-specific risk-attitude scale: measuring risk perceptions and risk behaviors. In Journal of Behavioral Decision Making. 15(4), 263–290. https://doi.org/10.1002/bdm.414
Zhao, H., & Khaliq, N. (2024). In quest of perceived risk determinants affecting intention to use fintech: Moderating effects of situational factors. Technological Forecasting and Social Change, 207. https://doi.org/10.1016/j.techfore.2024.123599
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