THE Синергија техничке и фундаменталне анализе у предвиђању прекограничних токова капитала и алокације средстава
Sažetak
In an increasingly interconnected global financial landscape, investors seek effective strategies for managing portfolios across borders. This review paper examines the integration of Technical Analysis (TA) and Fundamental Analysis (FA) in forecasting cross-border capital flows, focusing on the unique contexts of Thailand, United Kingdom, and Japan. TA utilizes historical price data and indicators such as moving averages and Relative Strength Index (RSI) to inform short-term trading decisions (Murphy, 1999), while FA assesses the intrinsic value of securities based on economic indicators, financial health, and market conditions to guide long-term investment strategies (Graham & Dodd, 2009). By synthesizing existing literature, this paper highlights the theoretical frameworks that support the combined use of TA and FA, aiming to bridge the gap between immediate market movements and long-term economic fundamentals. The review identifies key studies that demonstrate the efficacy of integrating both approaches, suggesting that this combined methodology can enhance forecasting accuracy and improve investment outcomes. Through case studies of Thailand, United Kingdom, and Japan, the paper illustrates the practical applications of this combined analysis. In Thailand, local economic indicators and political events shape capital flows in the UK, macroeconomic factors such as Brexit and monetary policy play crucial roles and in Japan, unique market characteristics and technological advancements influence investor behavior. Ultimately, this review advocates for a holistic approach to investment analysis, emphasizing the need for further research into the synergistic effects of TA and FA in international portfolio management.
Reference
Agbada, A. O., & Osuji, C. C. (2020). Fundamental analysis of insurance industry operations and GDP increase in Nigeria. International Journal of Financial Research, 11(4), p. 275-288.
Alexander, S. S. (1961). Price movements in speculative markets: Trends or random walks. Industrial Management Review, 2(2), 7-26.
Almeida, L. & Vieira, E. (2023). Technical analysis, fundamental analysis, and Ichimoku Dynamics: A bibliometric analysis. Risks, 11(8), 142.
Almeida, L. G., Oliveira, F., & Tavares, V. C. (2020). Technical indicators for rational investing in the technology companies: The Evidence of FAANG Stocks. Jurnal Pengurusan, 59, 75-87.
Arshad, S., Rizvi, S. A. R., & Haroon, O. (2020). Impact of Brexit vote on the London stock exchange: A sectorial analysis of its volatility and efficiency. Finance Research Letters, 34, 101240.
Bettman, J. L., Sault, S. J. & Schultz, E. L. (2009). Fundamental and technical analysis: Substitutes or complements?. Accounting & Finance, 49(1), 21-36.
Bodie, Z., Kane, A., & Marcus, A. J. (2021). Investments. McGraw Hill.
Broner, F., Didier, T., Erce, A., & Schmukler, S. L. (2013). Gross capital flows: Dynamics and crises. Journal of Monetary Economics, 60(1), 113-133.
Chen, X., Tian, Y., & Zhao, R. (2017). Study of the cross-market effects of Brexit based on improved GARCH model. PLOS ONE, 12(8), e0183194.
Chen, Y. J., Chen, Y. M. & Lu, C. L. (2017). Enhancement of stock market forecasting using an improved fundamental analysis-based approach. Soft Computing, 21(4), 989-999.
Che-Ngoc, H. & Nguyen-Trang, T. (2023). Profitability of Ichimoku-based trading rule in Vietnam stock market in the context of the COVID-19 outbreak. Computational Economics, 62, 1781-1799.
Chiou, W.-J. P. & Lee, C.-F. (2010). International portfolio management: Theory and method. In Handbook of Quantitative Finance and Risk Management, 221–234.
Chordia, T., & Subrahmanyam, A. (2004). Order imbalance and individual stock returns: Theory and evidence. Journal of Financial Economics, 72(3), 485-518.
Damodaran, A. (2012). Investment Valuation: Tools and Techniques for Determining the Value of Any Asset. 3rd ed. New York: Wiley.
Forbes, K. J., & Warnock, F. E. (2012). Capital flow waves: Surges, stops, flight, and retrenchment. Journal of International Economics, 88(2), 235-251.
Graham, B. & Dodd, D. (2009). Security Analysis. 6th ed. New York: McGraw-Hill.
Gurrib, I., Kamalov, F., & Starkova, O. (2021). Can the leading US energy stock prices be predicted using the Ichimoku Cloud?. Journal of Energy Economics and Policy, 11(1), 41-51.
Hayes, A. (2024). Technical Analysis: What it is and how to use it in investing. Investopedia. Available at: https://www.investopedia.com/terms/t/technicalanalysis.asp. (1.11.2024.)
Jegadeesh, N., & Titman, S. (1993). Returns to buying winners and selling losers: Implications for stock market efficiency. The Journal of Finance, 48(1), 65-91.
Jegadeesh, N., & Titman, S. (2001). Profitability of momentum strategies: An evaluation of alternative explanations. Journal of Finance, 56(2), 699–720.
Kalaitzake, M. (2021). Brexit for finance? Structural interdependence as a source of financial power within UK-EU negotiations. Review of International Political Economy, 28(6), 1640-1659.
Kenourgios, D., Dadinakis, E. & Tsakalos, I. (2020). Brexit referendum and European stock markets: A sector analysis. Managerial Finance, 46(7), 913-933
Khanthavit, A. & Sungkaew, J. (1993). Measuring Thailand’s barriers to investment. Pacific-Basin Finance Journal, 1(4), 355–367.
Kirkpatrick, C. D., & Dahlquist, J. R. (2010). Technical analysis: The complete resource for financial market technicians. 2nd ed. Upper Saddle River, NJ: FT Press.
Lane, P. R., & Milesi-Ferretti, G. M. (2008). The drivers of financial globalization. American Economic Review, 98(2), 327-332.
Menkhoff, L., & Taylor, M. P. (2007). The obstinate passion of foreign exchange professionals: Technical analysis. Journal of Economic Literature, 45(4), 936–972.
Murphy, J. J. (1999). Technical analysis of the financial markets: A comprehensive guide to trading methods and applications. New York: Prentice Hall Press.
Namdari, A. & Li, Z. S. (2018). Integrating fundamental and technical analysis of stock market through multi-layer perceptron. IEEE Transactions on Engineering Management, 65(2), 184-192.
Nti, I. K., Adekoya, A. F. & Weyori, B. A. (2020). A systematic review of fundamental and technical analysis of stock market predictions. Artificial Intelligence Review, 53(6), 4323-4377.
Penman, S. H. (2013). Financial Statement Analysis and Security Valuation. 5th ed. New York: McGraw-Hill Education.
Petrusheva, N. & Jordanoski, I. (2016). Comparative analysis between the fundamental and technical analysis of stocks. Journal of Process Management. New Technologies, 4(2), 26–31.
Porselvi, R. & Meenakshi, A. (2024). A study on the effectiveness of moving average convergence and divergence (MACD). Educational Administration: Theory and Practice, 30(5), 8609-8618.
Psaradellis, I., Laws, J., Pantelous, A.A., & Sermpinis, G. (2023). Technical analysis, spread trading, and data snooping control. International Journal of Forecasting, 39(1), 178–191.
Quaye, I., Mu, Y., Abudu, B. & Agyare, R. (2016). Review of stock markets' reaction to new events: Evidence from Brexit. Journal of Financial Risk Management, 5(4), 391-407.
Reinhart, C. M., Reinhart, V. R., & Trebesch, C. (2016). Global cycles: Capital flows, commodities, and sovereign defaults, 1815-2015. American Economic Review, 106(5), 574-580.
Sathyanarayana, S. S. & Gargesha, S. (2016) Impact of Brexit referendum on Indian stock market. Social Sciences, 5(1), 104-121.
Segal, T. (2024). Fundamental Analysis: Principles, Types, and How to Use It. Investopedia. Available at: https://www.investopedia.com/terms/f/fundamentalanalysis.asp. (30.10.2024.)
Sharpe, W. F., Alexander, G. J., & Bailey, J. V. (1999). Investments. 6th ed. Upper Saddle River, NJ: Prentice Hall.
Smales, L. A. (2017) “Brexit”: A case study in the relationship between political and financial market uncertainty. International Review of Finance, 17(3), 451-462.
Sun, L. & Zhu, Z. (2019). When Buffett meets Bollinger: An integrated approach to fundamental and technical analysis. Accounting & Finance, 59(4), 3207-3230.
Takahashi, K. & Tanaka, Y. (2020). Application of the Ichimoku cloud indicator in the Japanese market. Tokyo Financial Review, 15(2), pp. 45-62.
Tretina, K. (2023). What is the relative strength index (RSI)?. Forbes Advisor. Available at: https://www.forbes.com/advisor/investing/relative-strength-index-rsi. (25.10.2024.)
Xiao Yi, W. (2013). Cross-Border capital flows statistics and its implication for monitoring in China. Available at: https://www.imf.org/external/np/seminars/eng/2013/sta/forum/pdf/SessionVI/Wang_Xiaoyi.pdf (27.10.2024.)
Yakubovskiy, S. & Sydorova, Z. (2017). Development prospects of London as the world’s financial center in the conditions of Brexit. Baltic Journal of Economic Studies, 3(4), 318-324.