Risk–Return Efficiency of Stochastic Oscillator Strategies in BRICS During COVID-19 and Geopolitical Conflicts
DOI:
https://doi.org/10.17010/ijf/2025/v19i10/175678Keywords:
technical trading, stochastic oscillator, stock market, BRICS.JEL Classification Codes : C58, G12, G14
Publication Chronology: Paper Submission Date : February 5, 2025 ; Paper sent back for Revision : July 15, 2025 ; Paper Acceptance Date : September 12, 2025 ; Paper Published Online : October 15, 2025
Abstract
Purpose : This study examined the risk–return efficiency of stochastic oscillator-based trading strategies in BRICS stock markets during the COVID-19 pandemic and recent geopolitical conflicts.
Methodology : Using daily index data from January 2018 to May 2025, the study applied t-tests, CAGR, alpha ratio, and Sharpe ratio to assess the performance of the stock market.
Findings : The stochastic oscillator failed to outperform the buy-hold strategy consistently. Positive results were limited to Russia and South Africa, while Brazil, India, and China showed weak or negative risk-adjusted returns.
Practical Implications : Traders in BRICS markets used stochastic strategies cautiously, especially in volatile environments, and avoided relying on them as standalone tools.
Originality : This research added to the literature by uniquely analyzing the stochastic oscillator under crisis conditions, offering practical insights for active trading in emerging markets.
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1) Agarwal, A., Arya, P. K., Patil, H., & Laheri, V. K. (2025). Assessment of market performance and influencing factors of Indian initial public offerings (IPOs). Indian Journal of Finance, 19(4), 40–59. https://doi.org/10.17010/ijf/2025/v19i4/174948
2) Akhtar, F., Kumar, M., & Malik, N. S. (2021). A cointegration approach for selection of currency pairs. Indian Journal of Finance, 15(12), 22–38. https://doi.org/10.17010/ijf/2021/v15i12/160018
3) Awasthi, A., & Shaukat, M. (2025). Dynamics of long memory in the cryptocurrency market. Indian Journal of Finance, 19(8), 8–28. https://doi.org/10.17010/ijf/2025/v19i8/175231
4) Brock, W., Lakonishok, J., & LeBaron, B. (1992). Simple technical trading rules and the stochastic properties of stock returns. The Journal of Finance, 47(5), 1731–1764. https://doi.org/10.1111/j.1540-6261.1992.tb04681.x
5) de Souza, M. J., Ramos, D. G., Pena, M. G., Sobreiro, V. A., & Kimura, H. (2018). Examination of the profitability of technical analysis based on moving average strategies in BRICS. Financial Innovation, 4(1), Article no. 3. https://doi.org/10.1186/s40854-018-0087-z
6) Fama, E. F. (1970). Efficient capital markets: A review of theory and empirical work. The Journal of Finance, 25(2), 383–417. https://doi.org/10.2307/2325486
7) Jena, M. K., Das, S., & Kar, B. (2024). Sentiment analysis of chairperson's message and its influence on financial performance: Study on NIFTY 50 companies. Indian Journal of Finance, 18(11), 8–23. https://doi.org/10.17010/ijf/2024/v18i11/174639
8) Malhotra, N. (2025). TVP-VAR analysis of NFT, DeFi, assets, and clean energy in investment portfolio. Indian Journal of Finance, 19(2), 45–61. https://doi.org/10.17010/ijf/2025/v19i2/174770
9) Murphy, J. J. (1999). Technical analysis of the financial markets: A comprehensive guide to trading methods and applications. Penguin Publishing Group.
10) Muruganandan, S. (2020). Testing the profitability of technical trading rules across market cycles: Evidence from India. Colombo Business Journal, 11(1), 24–46. https://doi.org/10.4038/cbj.v11i1.56
11) Poonam. & Malik, N. S. (2025). Efficiency and predictive power of technical trading rules in post-COVID-19 era: A study of BRICS stock market. Indian Journal of Finance, 19(1), 52–66. https://doi.org/10.17010/ijf/2025/v19i1/174695
12) Raghuram, G. (2017). Investigating the 'month of the year' effect in India. Indian Journal of Finance, 11(1), 11–28. https://doi.org/10.17010/ijf/2017/v11i1/108958
13) Reddy, C. V. (2019). Predicting the stock market index using stochastic time series ARIMA modelling: The sample of BSE and NSE. Indian Journal of Finance, 13(8), 7–25. https://doi.org/10.17010/ijf/2019/v13i8/146301
14) Rejimon, A. V., Sinosh, P. K., & Krishnaveni, V. (2025). A comprehensive analysis of solvency, profitability, and liquidity in minimizing bankruptcy and financial stress. Indian Journal of Finance, 19(6), 66–78. https://doi.org/10.17010/ijf/2025/v19i6/175132
15) Rinky, Singh, S., & Sachin. (2025). BSOPM and BOPM models in banknifty options: A study on their applicability and risk framework. Indian Journal of Finance, 19(7), 25–46. https://doi.org/10.17010/ijf/2025/v19i7/175195
16) Sahoo, S., & Kumar, S. (2023). Volatility spillover among the sectoral indices of the Indian capital market : Evidence from the COVID period. Indian Journal of Finance, 17(9), 41–57. https://doi.org/10.17010/ijf/2023/v17i9/173183
17) Seelenfreund, A., Parker, G. G., & Van Horne, J. C. (1968). Stock price behavior and trading. The Journal of Financial and Quantitative Analysis, 3(3), 263–281. https://doi.org/10.2307/2329813
18) Sing, N. B., Ropuii, L., & Singh, R. G. (2025). Religious holiday anomaly : Evidence from the Indian equity market. Indian Journal of Finance, 19(3), 26–43. https://doi.org/10.17010/ijf/2025/v19i3/174848
19) Singha, U. S., Singh, N. B., & Mutum, K. (2024). Indian commodity derivatives market : Structural breaks and price discovery. Indian Journal of Finance, 18(8), 8–21. https://doi.org/10.17010/ijf/2024/v18i8/174240
20) Sobreiro, V. A., da Costa, T. R., Nazário, R. T., e Silva, J. L., Moreira, E. A., Filho, M. C., Kimura, H., & Zambrano, J. C. (2016). The profitability of moving average trading rules in BRICS and emerging stock markets. The North American Journal of Economics and Finance, 38, 86–101. https://doi.org/10.1016/j.najef.2016.08.003
21) Tadas, H., Nagarkar, J., Malik, S., Mishra, D. K., & Paul, D. (2023). The effectiveness of technical trading strategies: Evidence from Indian equity markets. Investment Management and Financial Innovations, 20(2), 26–40. https://doi.org/10.21511/imfi.20(2).2023.03
22) Vashishtha, V. M., & Kumar, P. (2013). 50 years of immunization in India: Progress and future. Indian Pediatrics, 50, 111–118. https://doi.org/10.1007/s13312-013-0025-0
23) World Health Organization. (2020). WHO Director-General's opening remarks at the media briefing on COVID-19 – 11 March 2020. https://www.who.int/director-general/speeches/detail/who-director-general-s-opening-remarks-at-the-media-briefing-on-covid-19---11-march-2020