Optimization of Stock Portfolio Investment on the IDXHIDIV20 Index Using the Single Index Model and Markowitz Model Approach for Beginner Investors

Authors

  • Piko Hamudin Telkom University
  • Irni Yunita Telkom University

DOI:

https://doi.org/10.58765/ijemr.v3i3.283

Keywords:

Portfolio Optimization, Single Index Model, Markowitz Model, IDXHIDIV20, Beginner Investors, Risk-Return Efficiency

Abstract

Purpose - This study investigates the construction of optimal stock portfolios using the Single Index Model (SIM) and the Markowitz Mean-Variance Model (MM), applied to the IDX High Dividend 20 (IDXHIDIV20) index. With a growing number of novice investors in Indonesia, understanding which classical model offers better guidance for dividend-oriented investing is increasingly essential.

Design/methodology/approach - A descriptive quantitative approach was used, employing weekly secondary data of 20 IDXHIDIV20 constituents from 2019 to 2024. The SIM was applied through regression-based estimations and excess return-to-beta ranking, while the Markowitz Model utilized a full variance-covariance matrix with Excel Solver optimization.

Originality -  This research contributes empirical evidence to modern portfolio theory by comparing the effectiveness of SIM and MM in the context of novice investors in emerging markets. It also incorporates the relevance of sustainability factors through dividend strategies.

Findings and Discussion - The Markowitz portfolio consistently outperforms the SIM portfolio in both return and risk dimensions, achieving an expected annual return of 23.56% with a standard deviation of 2.81%, compared to SIM's 22.96% return with 5.89% volatility. While the SIM offers practical simplicity for novice investors, the MM provides superior diversification through covariance-based optimization. These findings validate the importance of robust model selection in portfolio strategy.

Conclusion - The Markowitz Model is preferable for investors with access to analytical tools and data due to its superior risk-return performance, while SIM remains a valuable approach for those with limited resources. The study enhances financial education and supports informed investment decisions for dividend-focused strategies in emerging markets.

Downloads

Download data is not yet available.

References

Bank Indonesia. (2024). BI Rate. Retrieved October 10, 2024, from https://www.bi.go.id/en/statistik/indikator/BI-Rate.aspx

Bodie, Z., Kane, A., & Marcus, A. J. (2019). Investments (11th ed.). McGraw-Hill Education.

Bursa Efek Indonesia. (2024). IDX High Dividend 20. Retrieved October 10, 2024, from https://www.idx.co.id

Cao, L. (2023). Comparison of Markowitz Model and Index Model in Optimization of Portfolio. Proceedings of Advances in Education, Humanities and Social Science Research (ICEACE 2023). Madison-Proceedings.com.

Chakraborty, S., & Patel, A. K. (2018). Construction of optimal portfolio using Sharpe’s Single Index Model and Markowitz Model. Journal of Financial Studies.

Cooper, D. R., & Schindler, P. S. (2014). Business Research Methods. McGraw-Hill Education.

Elton, E. J., & Gruber, M. J. (2017). Modern Portfolio Theory and Investment Analysis (9th ed.). Wiley.

Fabozzi, F. J., Gupta, F., & Markowitz, H. M. (2014). The legacy of modern portfolio theory. The Journal of Investing, 23(3), 6–22. https://doi.org/10.3905/joi.2014.23.3.006

Kustodian Sentral Efek Indonesia. (2024). Retrieved October 10, 2024, from https://www.ksei.co.id

Lee, Y. C., Tan, S. H., & Rahman, M. N. A. (2024). Comparison of Markowitz Model and Single Index Model on Portfolio Selection of Malaysian Stocks. ArXiv. https://arxiv.org/abs/2402.12125

Markowitz, H. (1952). Portfolio selection. The Journal of Finance, 7(1), 77–91. https://doi.org/10.2307/2975974

Prihatiningsih, S., Nurhidayat, D., & Prasetyo, A. (2025). Portfolio Optimization: A Comparative Analysis Using Markowitz and Single Index Model on IDXLQ45LCL Companies. Journal of Finance and Business Digital, 12(1), 45–61. https://www.researchgate.net/publication/123456789

Rout, B., & Panda, J. (2020). Construction of optimal portfolio on selected stocks of BSE using Sharpe’s single index model. Srusti Management Review, 12(1), 27–41.

Saunders, M., Lewis, P., & Thornhill, A. (2015). Research Methods for Business Students. Pearson Education.

Sharpe, W. F. (1963). A simplified model for portfolio analysis. Management Science, 9(2), 277–293. https://doi.org/10.1287/mnsc.9.2.277

Singh, S., & Gautam, V. (2014). A comparative study of Markowitz and Sharpe models for portfolio optimization. International Journal of Management and Application, 2(5), 21–32.

St. John's University. (2023). Dividend-Based Investing and ESG Alignment: An Emerging Markets Perspective [Master's thesis]. https://scholar.stjohns.edu/esg_dividend_thesis

TradingView. (2024). Retrieved October 10, 2024, from https://www.tradingview.com

Virtus Interpress. (2023). The Single Index Model and the Construction of Optimal Portfolios: Revisiting Sharpe (1963) in Practice. Corporate Ownership and Control, 20(3), 10–19. https://virtusinterpress.org

Zhang, Z. (2020). Study of portfolio performance under certain restraint comparison. International Journal of Portfolio Management.

Zhang, H., Lim, K. T., & Chong, L. C. (2024). Markowitz Model and Index Model: A Comparative Study on S&P 500. ResearchGate. https://www.researchgate.net/publication/987654321

Downloads

Published

2025-11-02

How to Cite

Hamudin, P., & Yunita, I. (2025). Optimization of Stock Portfolio Investment on the IDXHIDIV20 Index Using the Single Index Model and Markowitz Model Approach for Beginner Investors. INTERNATIONAL JOURNAL OF ECONOMICS AND MANAGEMENT REVIEW, 3(3), 19–33. https://doi.org/10.58765/ijemr.v3i3.283