Financial Literacy and House Hold Portofolio Diversification: The Moderation Role of Risk Preferences
DOI:
https://doi.org/10.26905/afr.v7i2.12437Keywords:
Financial literacy, Household portfolio diversification, and Risk preferences.Abstract
The study examines the relationship between financial literacy and household portfolio diversification in Palembang, Indonesia. The sample was proportio-nally surveyed using proportional random sampling, so 405 households in Palembang, Indonesia divided into 18 districts. Inferential testing uses Struc-tural Equation Modeling (SEM) based on variants, namely Partial Least Squ-are (SEM-PLS). Results show that financial literacy positively influences port-folio diversification, while risk preference moderates this effect. The interaction between financial literacy and risk preference has a smaller effect size. The stu-dy contributes to the concept of optimal portfolios in Modern Portfolio Theory, as financial literacy encourages logical decisions and risk preferences optimize diversification decisions. The study also found that risk preference reduces the effect of financial literacy on portfolio diversification, as households understand that additional asset distribution may increase costs and reduce returns. Re-search suggests incorporating risk preference as a predictor and mediator to better understand the impact of financial literacy on portfolio diversification.
DOI: https://doi.org/10.26905/afr.v7i2.12437
References
Ahmad, M., & Shah, S. Z. A. (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), 60–90. https://doi.org/10.1108/jeas-07-2020-0116
Aren, S., & Zengin, A. N. (2016). Influence of Financial Literacy and Risk Perception on Choice of Investment. Procedia - Social and Behavioral Sciences, 235, 656–663. https://doi.org/10.1016/j.sbspro.2016.11.047
Atkinson, A., & Messy, F.-A. (2012). Measuring Financial Literacy: Results of the OECD. OECD Working Papers on Finance, Insurance and Private Pensions, 44(2), 296–316.
Baihaqqy, M. R. I., Disman, Nugraha, Sari, M., & Ikhsan, S. (2020). The Effect of Financial Literacy on the Investment Decision. Budapest International Research and Critics Institute-Journal (BIRCI - Journal), 3(4), 3073–3083.
Burchi, A., Włodarczyk, B., Szturo, M., & Martelli, D. (2021). The effects of financial literacy on sustainable entrepreneurship. Sustainability (Switzerland), 13(9), 1–21. https://doi.org/10.3390/su13095070
Candraningrat, I. R., & Sakir, A. (2019). Behavioural Biases of Overconfidence and Disposition Effect and their Impact on Investment Decision in the Indonesian Capital Market. 100(Icoi), 109–115. https://doi.org/10.2991/icoi-19.2019.20
Capponi, A., & Zhang, Z. (2020). Risk Preferences and Efficiency of Household Portfolios. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.3719559
Central Statistics Agency. (2022).
Chin, W., Cheah, J. H., Liu, Y., Ting, H., Lim, X. J., & Cham, T. H. (2020). Demystifying the role of causal-predictive modeling using partial least squares structural equation modeling in information systems research. Industrial Management and Data Systems, 120(12), 2161–2209. https://doi.org/10.1108/IMDS-10-2019-0529
Cornil, Y., Hardisty, D. J., & Bart, Y. (2019). Easy, breezy, risky: Lay investors fail to diversify because correlated assets feel more fluent and less risky. Organizational Behavior and Human Decision Processes, 153(June), 103–117. https://doi.org/10.1016/j.obhdp.2019.06.001
Costa, D. F., Carvalho, F. de M., & Moreira, B. C. de M. (2019). Behavioral Economics and Behavioral Finance: a Bibliometric Analysis of the Scientific Fields. Journal of Economic Surveys, 33(1), 3–24. https://doi.org/10.1111/joes.12262
Djou, L. G., & Lukiastuti, F. (2021). The Moderating Influence of Financial Literacy on the Relationship of Financial Attitudes, Financial Self-Efficacy, and Credit Decision-Making Intensity. Jurnal Akuntansi Dan Keuangan, 23(2), 69–82. https://doi.org/10.9744/jak.23.2.69-82
Emenike, K. O. (2016). Volatility transmission between money and stock markets: Evidence from a developing financial market. Journal of Economic and Financial Sciences, 9(1), 244–255. https://doi.org/10.4102/jef.v9i1.40
European Central bank. (2024). Financial Stability Review. In Financial Stability Review: Vol. May. http://www.eestipank.info/pub/en/dokumendid/publikatsioonid/seeriad/finantsvahendus/_2004_1/fsy_504.pdf
Fama, E. F. (1998). Market efficiency, long-term returns, and behavioral finance. Journal of Financial Economics, 49(3), 283–306. https://doi.org/10.1016/s0304-405x(98)00026-9
Hair, J. F., Ringle, C. M., & Sarstedt, M. (2013). Partial Least Squares Structural Equation Modeling: Rigorous Applications, Better Results and Higher Acceptance. Long Range Planning, 46(1–2), 1–12. https://doi.org/10.1016/j.lrp.2013.01.001
Hatemi-J, A., & El-Khatib, Y. (2015). Portfolio selection: An alternative approach. Economics Letters, 135, 141–143. https://doi.org/10.1016/j.econlet.2015.08.021
Hermansson, C., & Jonsson, S. (2021). The impact of financial literacy and financial interest on risk tolerance. Journal of Behavioral and Experimental Finance, 29, 100450. https://doi.org/10.1016/j.jbef.2020.100450
Ibitomi, T., Dada, D. A., Aderotimi, B., & Gaude-Jiwul, P. S. (2024). Financial Literacy and Performance of Small and Medium Scale Enterprises in Abuja, Nigeria. European Journal of Business and Innovation Research, 12(3), 68–91. https://doi.org/10.37745/ejbir.2013/vol12n36891
Ismail, A., & Pham, H. (2019). Robust Markowitz mean-variance portfolio selection under ambiguous covariance matrix. Mathematical Finance, 29(1), 174–207. https://doi.org/10.1111/mafi.12169
Jamshidi, N., Ghalibaf Asl, H., & Nejad, M. E. (2019). Studying the Overconfidence and Representativeness Biases of Individual Investors in Tehran Stock Exchange. Financial Research Journal, 21(2), 143–164. https://doi.org/10.22059/frj.2019.266852.1006745
Jia, D., Li, R., Bian, S., & Gan, C. (2021). Financial Planning Ability, Risk Perception and Household Portfolio Choice. Emerging Markets Finance and Trade, 57(8), 2153–2175. https://doi.org/10.1080/1540496X.2019.1643319
Kahneman, D., & Tversky, A. (2021). Prosper. The Passion of Perpetua and Felicitas in Late Antiquity, 47(2), 293–298. https://doi.org/10.2307/j.ctv1kr4n03.21
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
Klapper, L., & Lusardi, A. (2020). Financial literacy and financial resilience: Evidence from around the world. Financial Management, 49(3), 589–614. https://doi.org/10.1111/fima.12283
Koh, B. S. K., Mitchell, O. S., & Rohwedder, S. (2020). Financial knowledge and portfolio complexity in Singapore. Journal of the Economics of Ageing, 17. https://doi.org/10.1016/j.jeoa.2018.11.004
Koumou, G. B. (2020). Diversification and portfolio theory: a review. Financial Markets and Portfolio Management, 34(3), 267–312. https://doi.org/10.1007/s11408-020-00352-6
Krishnamoorthy, N., & Basha, S. M. (2024). An Empirical Study on Construction Portfolio with Reference To BSE. Interantional Journal of Scientific Research in Engineering and Management, 08(01), 1–10. https://doi.org/10.55041/ijsrem28304
Lassance, N., DeMiguel, V., & Vrins, F. (2022). Optimal Portfolio Diversification via Independent Component Analysis. Operations Research, 70(1), 55–72. https://doi.org/10.1287/opre.2021.2140
Lekhal, M., & El Oubani, A. (2020). Does the Adaptive Market Hypothesis explain the evolution of emerging markets efficiency? Evidence from the Moroccan financial market. Heliyon, 6(7), e04429. https://doi.org/10.1016/j.heliyon.2020.e04429
Leković, M. (2018). Investment diversification as a strategy for reducing investment risk. Ekonomski Horizonti, 20(2), 173–187. https://doi.org/10.5937/ekonhor1802173l
Li, J., Li, Q., & Wei, X. (2020). Financial literacy, household portfolio choice and investment return. Pacific Basin Finance Journal, 62. https://doi.org/10.1016/j.pacfin.2020.101370
Marciano, D., & Wijaya, L. I. (2024). Behaviour Bias in Investment Decisions: Empirical Study of Investor Psychology in Indonesia. Ekuitas: Jurnal Ekonomi Dan Keuangan, 8(3), 466–486. https://doi.org/10.24034/j25485024.y2024.v8.i3.6380
Martijn, B., Dnb, B., Cooper, I., Business, L., Sercu, P., & Leuven, K. U. (2022). Country biases in equity portfolios are less pronounced and less irrational than one might think *. 423, 1–8.
Mehmood, W., Mohd-Rashid, R., Che-Yahya, N., & Ong, C. Z. (2020). Determinants of heterogeneity in investors’ opinions on IPO valuation: evidence from the Pakistan stock market. Review of Behavioral Finance. https://doi.org/10.1108/RBF-04-2020-0078
Mouna, A., & Jarboui, A. (2015). Financial literacy and portfolio diversification: an observation from the Tunisian stock market. International Journal of Bank Marketing, 33(6), 808–822. https://doi.org/10.1108/IJBM-03-2015-0032
Nguyen, D. S., Hoang, T. H. Van, Pho, K. H., & Nhan, D. T. T. (2023). Financial Literacy and portfolio diversification: Evidence from Vietnam. Journal of Competitiveness, 15(3), 79–103. https://doi.org/10.7441/joc.2023.03.05
Pahlevi, R. W., & Oktaviani, I. I. (2018). Determinants of Individual Investor Behaviour in Stock Investment Decisions. AFRE (Accounting and Financial Review), 1(2), 53–61. https://doi.org/10.26905/afr.v1i2.2427
Peng, C., She, P. W., & Lin, M. K. (2022). Financial Literacy and Portfolio Diversity in China. Journal of Family and Economic Issues, 43(3), 452–465. https://doi.org/10.1007/s10834-021-09810-3
Rai, K., Dua, S., & Yadav, M. (2019). Association of Financial Attitude, Financial Behaviour and Financial Knowledge Towards Financial Literacy: A Structural Equation Modeling Approach. FIIB Business Review, 8(1), 51–60. https://doi.org/10.1177/2319714519826651
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
Shahidin, A. M., Othman, S. S. A., & Razali, N. S. M. (2021). Stock portfolio selection based on investors’ risk preference. Journal of Physics: Conference Series, 1988(1). https://doi.org/10.1088/1742-6596/1988/1/012044
She, L., Rasiah, R., Weissmann, M. A., & Kaur, H. (2024). Using the Theory of Planned Behaviour to Explore Predictors of Financial Behaviour Among Working Adults in Malaysia. FIIB Business Review, 13(1), 118–135. https://doi.org/10.1177/23197145231169336
Shih, H.-M., Chen, B. H., Chen, M.-H., Wang, C.-H., & Wang, L.-F. (2022). A Study of the Financial Behavior Based on the Theory of Planned Behavior. International Journal of Marketing Studies, 14(2), 1. https://doi.org/10.5539/ijms.v14n2p1
SNKI, L. T. (2022). Laporan Tahunan SNKI 2022. Kementerian Koordinator Bidang Perekonomian, Republik Indonesia.
Syarkani, Y., & Alghifari, E. S. (2022). The influence of cognitive biases on investor decision-making: the moderating role of demographic factors. Jurnal Siasat Bisnis, 26(2), 183–196. https://doi.org/10.20885/jsb.vol26.iss2.art5
Theron, L., & van Vuuren, G. (2018). The maximum diversification investment strategy: A portfolio performance comparison. Cogent Economics and Finance, 6(1), 1–16. https://doi.org/10.1080/23322039.2018.1427533
Tran, V. Le, & Leirvik, T. (2020). Efficiency in the markets of crypto-currencies. Finance Research Letters, 35(September 2019), 101382. https://doi.org/10.1016/j.frl.2019.101382
Umboh, J. E., & Atahau, A. D. R. (2019). Investment Interest and Consumptive Behaviour of Student Investors: Between Rationality and Irrationality. Jurnal Dinamika Manajemen, 10(1), 14–31. https://doi.org/10.15294/jdm.v10i1.16837
Von Gaudecker, H. M. (2015). How Does Household Portfolio Diversification Vary with Financial Literacy and Financial Advice? Journal of Finance, 70(2), 489–507. https://doi.org/10.1111/jofi.12231
Winne, R. De. (2021). Financial Literacy and Multi-Asset Portfolio.
Wong, W. K. (2020). Review on behavioral economics and behavioral finance. Studies in Economics and Finance, 37(4), 625–672. https://doi.org/10.1108/SEF-10-2019-0393
Yeo, K. H. K., Lim, W. M., & Yii, K. J. (2023). Financial planning behaviour: a systematic literature review and new theory development. Journal of Financial Services Marketing, 29(3), 979–1001. https://doi.org/10.1057/s41264-023-00249-1
Yusbardini, Y., & Natsir, K. (2022). Investor Bias Behavior in Investment Decision Making. Proceedings of the Tenth International Conference on Entrepreneurship and Business Management 2021 (ICEBM 2021), 653(Icebm 2021), 424–428. https://doi.org/10.2991/aebmr.k.220501.064
Zaimovic, A., Torlakovic, A., Arnaut-Berilo, A., Zaimovic, T., Dedovic, L., & Nuhic Meskovic, M. (2023). Mapping Financial Literacy: A Systematic Literature Review of Determinants and Recent Trends. Sustainability (Switzerland), 15(12). https://doi.org/10.3390/su15129358
Zheng, S., Qi, Q., Sun, Y., Liu, Y., Feng, L., & Chao, Q. (2024). A Risk Diversification Strategy for Integrated Demand Response Under Imperfect Rationality. In IEEE Transactions on Smart Grid, 15(4), 3624–3638. https://doi.org/doi: 10.1109/TSG.2024.3369162
Zhou, G., Liu, L., & Luo, S. (2022). Sustainable development, ESG performance and company market value: Mediating effect of financial performance. Business Strategy and the Environment, 31(7), 3371–3387. https://doi.org/10.1002/bse.3089
Zou, F., Li, T., & Zhou, F. (2021). Does the level of financial cognition affect the income of rural households? Based on the moderating effect of the digital financial inclusion index. Agronomy, 11(9). https://doi.org/10.3390/agronomy11091813
Downloads
Additional Files
Published
How to Cite
Issue
Section
License
You are free to:
- Share — copy and redistribute the material in any medium or format
- Adapt — remix, transform, and build upon the material
- The licensor cannot revoke these freedoms as long as you follow the license terms.
Under the following terms:
-
Attribution — You must give appropriate credit, provide a link to the license, and indicate if changes were made. You may do so in any reasonable manner, but not in any way that suggests the licensor endorses you or your use.
-
NonCommercial — You may not use the material for commercial purposes.
- No additional restrictions — You may not apply legal terms or technological measures that legally restrict others from doing anything the license permits.
AFRE (Accounting and Financial Review) This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.