Meta-Analysis: The Relationship between Financial Literacy and Investment Decisions English

Main Article Content

Michael Gregory Yunus
Cindy Yoel Tanesia

Abstract

Financial literacy is the important element in healthy personal financial management, especially with the increasing accessibility of various investment products and instruments in Indonesia. Financial technology development, banking system digitalization, and retail investor growth are pushing the improvement for adequate financial literacy. However, the level of financial literacy in Indonesia is relatively considered low, especially among young generations and people living outside the urban areas. Financial literacy affects individuals’ investment decisions, and thus, the low level of financial literacy may affect the quality of their investment decision. This study conducted a meta-analysis of 57 empirical studies to examine the relationship between financial literacy and investment decisions. Using comprehensive meta-analysis v3 software, this study calculated the summary of correlation, examined the heterogeneity between studies, and evaluated the possibility of publication bias. Meta-analysis results showed the positive relationship between financial literacy and investment decision with correlation of 0.357. The high heterogeneity indicated that the effectiveness of financial literacy is influenced by respondent characteristics and measurement methods used in each study. The findings provide a strong scientific basis for a more effective and segmented financial literacy program development according to the various needs of Indonesian citizens. Financial literacy education programs need to consider social context and investment experience for optimal results.

Article Details

How to Cite
Yunus, M. G., & Tanesia, C. Y. (2026). Meta-Analysis: The Relationship between Financial Literacy and Investment Decisions: English. Journal of Accounting, Entrepreneurship and Financial Technology (JAEF), 7(2), 91–114. https://doi.org/10.37715/jaef.v7i2.6209
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References

Adiputra, I. G. A., Ruslim, H., & Sumadinata, R. (2023). Determine of Demographic Factor, Financial Literacy, And Internal Locus of Control on The Investment Decision Of Individual Investor. Jurnal Akuntansi Manado (JAIM). https://doi.org/10.53682/jaim.vi.6336

Afandy, C., Kamaludin, Sapuan, & Yuningsih, S. (2023). Unraveling the Link between Financial Literacy and Financial Inclusion: The Mediating Role of Financial Self-Efficacy. Global Conference on Business and Social Sciences Proceeding, 15(1), 24–24. https://doi.org/10.35609/gcbssproceeding.2023.1(24)

Amanda, Bambang Widagdo, & Fika Fitriasari. (2023). The Effect of Financial Literacy, Personal Income, and Locus of Control in Long-Term Gold Investment Decision. Jamanika (Jurnal Manajemen Bisnis Dan Kewirausahaan), 3(02), 120–129. https://doi.org/10.22219/jamanika.v3i02.25502

Arianti, B. F. (2018). THE INFLUENCE OF FINANCIAL LITERACY, FINANCIAL BEHAVIOR AND INCOME ON INVESTMENT DECISION. EAJ (Economic and Accounting Journal), 1(1), 1–10. https://doi.org/10.32493/eaj.v1i1.y2018.p1-10

Arriqoh, D., & Zoraya, I. (2024). The effect of financial literacy on Gen-Z crypto investment decision through herding behavior as mediator. Manajemen Dan Bisnis, 23(1). https://doi.org/10.24123/mabis.v23i1.737

Asmara, I. P. W. P., & Wiagustini, L. P. (2021). THE ROLE OF FINANCIAL LITERACY IN MEDIATION OF SOCIODEMOGRAPHIC EFFECTS ON INVESTMENT DECISIONS. International Journal of Business Management and Economic Review, 04(04). https://doi.org/10.35409/ijbmer.2021.3289

Astuti, A., & Wijaya, A. (2024). Assessment of Financial Literacy, Technological Advancement, and InitialCapital Availability in Investment Decision-Making in the Capital Market(A Case Study on Employees of PT. Nagamas Putera Jaya. International Conference on Business and Entrepreneurship for Nation’s Sustainability, 1–13.

Balagobei, S., & Prashanthan, V. (2021). Impact of Financial Literacy on Investment Decisions: Evidence from Individual Investors in Jaffna District. International Journal of Accounting and Business Finance, 7(0), 155. https://doi.org/10.4038/ijabf.v7i0.113

Bayakhmetova, A., Bayakhmetova, L., & Bayakhmetova, L. (2023). Impact of financial literacy on investment decisions in developing countries: The example of Kazakhstan. Asian Development Policy Review, 11(3), 167–181. https://doi.org/10.55493/5008.v11i3.4917

Begg, C. B., & Mazumdar, M. (1994). Operating Characteristics of a Rank Correlation Test for Publication Bias. Biometrics, 50(4). https://doi.org/10.2307/2533446

Borenstein, M. (2009). Effect sizes for continuous data. In The Hand. of Res. Synthesis and Meta-Analysis, 2nd Ed.

Budiyanto, A., & Sari, R. P. (2023). The effect of financial literacy, experienced regret and risk tolerance investment decision. Akuntabilitas, 17(1).

Burton, R., & Yunita, I. (2024). The Influence of Financial Literacy on Investment Decision In The Millennial Generation Post The Covid-19 Pandemic. Jurnal Syntax Transformation, 5(9), 1093–1103.

Christiaan, P., Rosalia, O., Firayani, F., & Noviya, A. (2025). The role of Financial Technology (Fintech) in Improving Financial Literacy and Inclusion in Indonesia. Maneggio, 2(1), 258–267. https://doi.org/10.62872/tkmpes83

Dalimunthe, N. P., Ambarwati, D. A. S., & Mardiana, N. (2023). Do Demographic and Financial Literacy affect Investment Decision? Proceedings of the 6th International Conference of Economics, Business, and Entrepreneurship, ICEBE 2023, 13-14 September 2023, Bandar Lampung, Indonesia. https://doi.org/10.4108/eai.13-9-2023.2341228

Dewi, I. M., & Pourbawangsa, I. B. A. (2018). The Influence of Financial Literacy, Income and Working Period Against Investment Decision Behavior. E-Journal of Economics and Business, Udayana University, 7(7), 1867–1894.

Duval, S., & Tweedie, R. (2000). Trim and fill: A simple funnel-plot-based method of testing and adjusting for publication bias in meta-analysis. Biometrics, 56(2). https://doi.org/10.1111/j.0006-341X.2000.00455.x

Egger, M., Smith, G. D., Schneider, M., & Minder, C. (1997). Bias in meta-analysis detected by a simple, graphical test. British Medical Journal, 315(7109). https://doi.org/10.1136/bmj.315.7109.629

Evanthi, A., Wikartika, I., & Suwaidi, R. A. (2023). Investment Decision Making With Investment Satisfaction As An Intervening Variable: Availability Bias And Financial Literacy. JBMP (Jurnal Bisnis, Manajemen Dan Perbankan), 9(1). https://doi.org/10.21070/jbmp.v9i1.1661

Fajri, A., & Setiawati, E. (2023). The Influence of Over Confidence, Illusion of Control, Availability, Anchoring Bias and Financial Literacy on Investment Decision Making in the Community of Demak District As Beginning Investors. The International Journal of Business Management and Technology, 7(4).

Faraz Khanza, A., & Krisnawati, A. (2021). The Influence of Financial Literacy on Investment Decision of Balikpapan City Residents. In International Journal of Advanced Research in Economics and Finance (Vol. 3, Issue 3).

Gustiarum, T., & Kusumawardhani, I. (2023). The effects of financial literacy, accounting information, risk perception and herding behavior on investment decision. Journal of Business and Information System (e-ISSN: 2685-2543), 5(1). https://doi.org/10.36067/jbis.v5i1.156

Hadistia, A., Bachtiar, A., & Kharisma, I. (2024). The Influence Of Financial Literacy And Capital Market Training On Investment Decision Making At PT. Fuse Teknologi Indonesia. Jurnal Ekonomi, 13(3), 33–43.

Hasriani, Bachri, S., & Duriani. (2024). The Influence of Locus of Control Financial Literacy on Investment Decision Making at PT Pos Palopo. International Conference of Business, Education, Health, and Scien-Tech, 1(1), 1135–1140.

HC, R. H. K., & Gusaptono, R. H. (2020). The Impact of Financial Literacy on Investment Decisions Between Saving and Credit: Studies on Sharia Bank Customers in the Special Region of Yogyakarta. Journal of Economics and Business, 3(4). https://doi.org/10.31014/aior.1992.03.04.291

Hendarto, K., Anastasia, N., & Basana, S. R. (2021). The Effect of Financial Literacy, Financial Risk Tolerance, and Financial Socialization Agents on Stock Investment Decision in The Millennial Generation. Petra International Journal of Business Studies, 4(1). https://doi.org/10.9744/ijbs.4.1.11-22

James, M. (2023). Financial literacy and education in financial decisions, personal finances, and long-term wealth. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.4641236

Khsunah, F. L., Fachrur, M. M., & Taruna, M. S. (2024). The Effect of Financial Literacy, Risk Tolerance, Loss Aversion and Herding Bias On Individual Investors In Stock Investment Decision Making(Study on Students in Pekalongan City/Regency). Jurnal Magistra Ekonomi Bisnis, 2(1), 22–32.

KOCOGLU, E. (2021). Overview of Concepts Covered Financial Literacy in Education. The Eurasia Proceedings of Educational and Social Sciences, 23. https://doi.org/10.55549/epess.1051096

Kustitik, K., Pratikto, H., Wahyono, H., & Wulandari, D. (2025). Family Financial Socialization and Social Media: Their Impact on Educational Investment Decision Among Worker Students, Mediated by Financial Literacy and Internal Locus of Control. AL-ISHLAH: Jurnal Pendidikan, 17(1). https://doi.org/10.35445/alishlah.v17i1.6482

Lestari, D. M., Sadalia, I., & Silalahi, A. S. (2023). The Effect of Financial Literacy, Risk Perception, Overconfidence, and Investment Experience on Cryptocurrency Investment Decision (pp. 158–164). https://doi.org/10.2991/978-94-6463-008-4_21

Lie, R. L., & Wiagustini, N. L. P. (2020). The Effect of Financial Literacy And Sociodemographic Factors On Millennial’s Investment Decision-Making Behavior. International Journal of Economics and Management Studies, 7(7). https://doi.org/10.14445/23939125/ijems-v7i7p116

Limarus, V. H., & Pamungkas, A. (2023). PENGARUH HERDING BEHAVIOR, LOSS AVERSION, DAN FINANCIAL LITERACY TERHADAP INVESTMENT DECISION. Jurnal Muara Ilmu Ekonomi Dan Bisnis, 7(2). https://doi.org/10.24912/jmieb.v7i2.23380

Manik, P. E., & Pradana, M. (2022). Pengaruh Literasi Keuangan Terhadap Keputusan Investasi Pada Generasi Milenial Kota Bandung The Effect of Financial Literacy on Investment Decision Among Millenial Generations in Bandung. E-Proceeding of Management, 9(2).

Mea, M. H. C. D., & Se, H. (2021). Financial Literacy, Overconfidence, Risk Tolerance and Public Investment Decision of Ende Residents, East Nusa Tenggara Province of Indonesia. Jurnal Akuntansi, Manajemen Dan Ekonomi, 23(4), 29–37. https://doi.org/10.32424/1.jame.2021.23.4.4865

Meghana, M., & Sarala, K. S. (2020). FINANCIAL LITERACY AND PERSONAL FINANCIAL MANAGEMENT-A REVIEW OF 21ST CENTURY WORKSin 2. Journal of Critical Reviews, 7(13).

Monoarfa, M. A. S., Lamusu, M. F., & Jusuf, R. D. (2023). Contribution of Financial Literacy and Demographics on Investment Decision. International Journal of Innovative Science and Research Technology, 7(12).

Nasir, M. F. (2022). THE EFFECT OF ACCOUNTING INSIGHT, ENTREPRENEURSHIP SPIRIT, AND FINANCIAL LITERACY ON INVESTMENT DECISION MAKING POLYTECHNIC UNGGUL LP3M STUDENTS. Jurnal Ekonomi, 11(2), 1572–1578.

Niswah, A. A., & Cahya, B. T. (2023). Faktor – Faktor yang Mempengaruhi Pengambilan Keputusan Investasi di Pasar Modal Dengan Minat Investasi Sebagai Variabel Intervening. JEBISKU: Jurnal Ekonomi Dan Bisnis Islam IAIN Kudus, 1(2), 244. https://doi.org/10.21043/jebisku.v1i2.209

Noor, M., Fourqoniah, F., & Aransyah, M. F. (2020). Investigation of financial inclusions, financial literation, and financial technology in Indonesia. Jurnal Perspektif Pembiayaan Dan Pembangunan Daerah, 8(3). https://doi.org/10.22437/ppd.v8i3.9942

Normalasari, N., Maslichah, M., & ... (2022). the Effect of Financial Behavior, Financial Literacy and Demographic Factor on Students’Investment Decision Making. Jurnal Ilmiah Riset …, 11(02).

Novianggie, V., & Asandimitra, N. (2019). The Influence of Behavioral Bias, Cognitive Bias, and Emotional Bias on Investment Decision for College Students with Financial Literacy as the Moderating Variable. International Journal of Academic Research in Accounting, Finance and Management Sciences, 9(2).

Nugraha, R. K., Eksanti, A. P., & Haloho, Y. O. (2022). The Influence Of Financial Literacy And Financial Behavior On Investment Decision. Jurnal Ilmiah Manajemen Dan Bisnis, 8(1), 68. https://doi.org/10.22441/jimb.v8i1.13535

Nugraheni, N. N. A., Kellen, P. B., & Rozari, P. E. de. (2021). The effect of financial behavior, financial literacy, and macroeconomics on stock investment decision-making in East Nusa Tenggara. Annals of Management and Organization Research, 3(1), 1–20. https://doi.org/10.35912/amor.v3i1.1183

Nur Hidayah. (2023). The Impact of Financial Literacy on Overconvidence and Investment Decision. Jurnal Akuntan Publik, 1(2). https://doi.org/10.59581/jap-widyakarya.v1i2.499

Oppong, C., Salifu Atchulo, A., Akwaa-Sekyi, E. K., Grant, D. D., & Kpegba, S. A. (2023). Financial literacy, investment and personal financial management nexus: Empirical evidence on private sector employees. Cogent Business and Management, 10(2). https://doi.org/10.1080/23311975.2023.2229106

Paramita, P. K. A. C. P., & Rahyuda, H. (2022). THE EFFECT OF FINANCIAL LITERACY ON STOCK INVESTMENT DECISIONS. Eurasia: Economics & Business, 7(61), 56–65.

Patil, S. (2024). Mastering Money: An Introduction to Financial Literacy. International Journal For Multidisciplinary Research, 6(6). https://doi.org/10.36948/ijfmr.2024.v06i06.31067

Putra, R., Hin, J., Herawati, S., Tamara, D., Management, B., & Nusantara, B. (2021). Financial Literacy and Risky Investment Decision Making of Millennials in Indonesia Mediated by Information Search. Turkish Journal of Computer and Mathematics Education, 12(10).

Rasuma Putri, N. M. D., & Rahyuda, H. (2017). PENGARUH TINGKAT FINANCIAL LITERACY DAN FAKTOR SOSIODEMOGRAFI TERHADAP PERILAKU KEPUTUSAN INVESTASI INDIVIDU. E-Jurnal Ekonomi Dan Bisnis Universitas Udayana, 3407. https://doi.org/10.24843/EEB.2017.v06.i09.p09

Rohani, R., & Pamungkas, A. S. (2023). Pengaruh Financial Literacy, Risk Perception dan Experienced Regret terhadap Investment Decision. Jurnal Manajerial Dan Kewirausahaan, 5(3). https://doi.org/10.24912/jmk.v5i3.25425

Romadona, A. A., & Setiyono, W. P. (2021). The Influence of Perceived Return Level and Financial Literacy Level on Individual Stock Investment Decision Making. Academia Open, 5. https://doi.org/10.21070/acopen.5.2021.1740

Salim, A., & Setyawan, I. R. (2023). The Effects of Demographic Factors on Investment Decision: Financial Literacy and Behavioral Bias as Mediating Variables. International Journal of Application on Economics and Business, 1(1). https://doi.org/10.24912/v1i1.409-417

Salsiati. (2025). The Development of Financial Inclusion and Digital Financial Literacy in Indonesia. JOURNAL OF MULTI-DISCIPLINES SCIENCE (ICECOMB), 3(2), 51–56. https://doi.org/10.59921/icecomb.v3i2.47

SAPIRI, M., & AWALUDDIN, M. (2023). Distribution of Financial Attitude, Financial Behavior, Financial Knowledge and Financial Literacy on the Investment Decision Behavior of Young Investors. Journal of Distribution Science, 21(11). https://doi.org/10.15722/jds.21.11.202311.45

Saputra, U. W. E., Dananjaya, I. B., Yasa, K., Basmantra, I. N., & Putri, N. M. D. R. (2023). The Effect of Financial Literacy on Investment Decision with Financial Behavior as A Moderation Variable in Students in Denpasar City. International Conference Faculty of Economics and Business, 52–60.

Saputri, S. N., Khusniyah Indrawati, N., Amanah, H., & Juwita, J. (2023). Determinant Factors of Herding Behavior and Financial Literacy on Investment Decision and Risk Tolerance as Mediator Factor. The International Journal of Social Sciences World TIJOSSW, 5(2).

Sukamdani, Y., Ardhiani, M. R., D.W, B., & Istikhoroh, S. (2020). The Influence of Financial Literacy and Financial Behavior to Employee Investment Decision on PT. Angkasa Pura 1 (Persero) Juanda Surabaya. Saudi Journal of Economics and Finance, 4(6). https://doi.org/10.36348/sjef.2020.v04i06.009

Suleiman, A., Dewaranu, T., & Anjani, N. (2022). Creating Informed Consumers: Tracking Financial Literacy Programs in Indonesia. https://doi.org/10.35497/358319

Surahman, D., Oktaviani, M., Setiawan, A. P., & Sa’diyah, H. (2023). Literasi Keuangan dan Uang Saku Sebagai Keputusan Berinvestasi: Perilaku Keuangan. Jurnal Akuntansi Dan Ekonomika, 13(1). https://doi.org/10.37859/jae.v13i1.4783

Suryadi, I. G. I., Prayustika, P. A., & Utami, M. A. J. P. (2022). effect of financial literacy, income and years of service on investment decision behavior. International Research Journal of Management, IT and Social Sciences, 9(4). https://doi.org/10.21744/irjmis.v9n4.2104

Syauqina, A. H., & Munandar, A. (2023). The Influence of Education Level, Financial Literacy and Lifestyle on Investment Decision. SAR (Soedirman Accounting Review): Journal of Accounting and Business, 8(2). https://doi.org/10.32424/1.sar.2023.8.2.8646

Tamara, D., Suhardiman, S., Rustam, S. S., & Kurniawan, B. (2023). Indonesian Millennial Generations’ Financial Literacy in Relation to its Behavior in Investment Decision. Proceedings of the 3rd Asia Pacific International Conference on Industrial Engineering and Operations Management, 1196–1207. https://doi.org/10.46254/ap03.20220227

Tifany, A., & Pamungkas, A. S. (2023). THE INFLUENCE OF FINANCIAL LITERACY, REGRET AVERSION BIAS, AND OVERCONFIDENCE ON INVESTMENT DECISION. International Journal of Application on Economics and Business, 1(3). https://doi.org/10.24912/ijaeb.v1i3.1732-1739

Tubastuvi, N., Azaria, M. J. F., Purwidianti, W., & Aryoko, Y. P. (2024). Gen Z Investment Decision: Role of Financial Literacy, Financial Behaviour, Financial Experience and Risk Tolerance. Airlangga Journal of Innovation Management, 5(4), 721–739. https://doi.org/10.20473/ajim.v5i4.61315

Valentina, N., & Pamungkas, A. S. (2022). Pengaruh Financial Literacy, Herding Behavior dan Overconfidence terhadap Investment Decision. Jurnal Manajerial Dan Kewirausahaan, 4(4). https://doi.org/10.24912/jmk.v4i4.20535

Waranyasathid, R., & Htin, K. Z. W. (2020). Financial Literacy and Money Management among the Young . ASEAN Journal of Management & Innovation, 7(1), 79–89.

Wijaya, J. H., Dwiputeri, F. R., Avliliani, D., & Putra, I. G. S. (2024). Cointegration of Financial Literacy and Financial Behavior of Student Investment Decision Making. Innovation Business Management and Accounting Journal, 3(3), 302–310. https://doi.org/10.56070/ibmaj.2024.033

Wulansari, P., Saputra, A. J., & Ikhlash, M. (2024). Analisis Ketertarikan Gen Z di Indonesia Terhadap Investasi di Pasar Modal. JOURNAL OF APPLIED MANAGERIAL ACCOUNTING, 8(1), 109–115. https://doi.org/10.30871/jama.v8i1.7314

Yeni, F., Sarah, S., Ramadhan, M. F., & Sari, P. I. P. (2024). THE INFLUENCE OF INCOME AND FINANCIAL LITERACY ON INVESTMENT DECISION THROUGH FINANCIAL BEHAVIOR AS A MODERATING VARIABLE. Jurnal Apresiasi Ekonomi, 12(1). https://doi.org/10.31846/jae.v12i1.694

Yuliana Jasuni, A., & Ramadhan, R. (2024). The Influence of Risk and The Crowdfunding Ecosystem on Investment Decision Behavior: The Role of Financial Literacy. The Eastasouth Management and Business, 2(02). https://doi.org/10.58812/esmb.v2i02.195

Yulianis, N., & Sulistyowati, E. (2021). The Effect Of Financial Literacy, Overconfidence, And Risk Tolerance On Investment Decision. Journal of Economics, Business, and Government Challenges, 4(01). https://doi.org/10.33005/ebgc.v4i1.172

Yusnita, R. T., Waspada, I., & Sari, M. (2022). Investment Decision Judging from Personal Income, Financial Literacy and Demographic Factors. Proceedings of the 6th Global Conference on Business, Management, and Entrepreneurship (GCBME 2021), 657. https://doi.org/10.2991/aebmr.k.220701.016

Yusup, A. K., & Gunawan, K. (2024a). GEN Z INVESTMENT DECISION: ROLE OF FINANCIAL LITERACY, INTEREST AND RISK TOLERANCE USING LOGISTIC REGRESSION. Ultima Management : Jurnal Ilmu Manajemen, 16(1), 136–149. https://doi.org/10.31937/manajemen.v16i1.3667

Yusup, A. K., & Gunawan, K. (2024b). GEN Z INVESTMENT DECISION: ROLE OF FINANCIAL LITERACY, INTEREST AND RISK TOLERANCE USING LOGISTIC REGRESSION. Ultima Management : Jurnal Ilmu Manajemen, 16(1), 136–149. https://doi.org/10.31937/manajemen.v16i1.3667

Zahwa, A. F. N., & Soekarno, S. (2023). The Influence of Financial Literacy, Risk Tolerance, and Demographic Factors on Investment Decision among Generation Z and Millennial in Greater Jakarta and Greater Bandung. International Journal of Current Science Research and Review, 06(06). https://doi.org/10.47191/ijcsrr/V6-i6-44