Accuracy Test of Technical Analysis Using Ichimoku Kinko Hyo, Moving Average Convergence Divergence, and Relative Strength Index on Stock Price of Companies Listed in The Infobank15 Index

Technical analysis indicators are widely used by investors to support investment decisions. This study aims to evaluate the accuracy of Ichimoku, MACD, and RSI as guidelines for predicting stock price movements and identifying buy–sell signals. Beyond relying on indicators, traders are also advised to maintain discipline, effective money management, and a strong trading psychology. The research focuses on Infobank15 index stocks observed from August to December 2023, using secondary data from the TradingView platform. Predictive signals and actual prices were collected from daily (D1) closing prices and analyzed using the documentation method. To test the accuracy of each indicator, the Mann-Whitney non-parametric test was employed to compare predictive signals against actual prices statistically. The results indicate that there is no significant difference between the predictive signals of Ichimoku Kinko Hyo and MACD indicators compared to actual prices. Ichimoku and MACD are declared accurate. However, the study reveals a disparity between the predicted prices generated by the RSI and actual prices. Therefore, RSI are declared inaccurate. Based on the analysis and comparison of the three indicators in terms of the number of signals, percentage accuracy of signals, and average return rates, it can be concluded that the MACD indicator delivers a more favorable return rate compared to the other two indicators. The Ichimoku Kinko Hyo is more effective at minimizing risks, while the RSI is the only indicator in this study that proved to be inaccurate.

Authors

Institutions

Publication Details

Journal
RSF Conference Series Business Management and Social Sciences
Published
2025-10-14
DOI
https://doi.org/10.31098/bmss.v5i2.953
Primary Topic
Stock Market Forecasting Methods
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Accuracy Test of Technical Analysis Using Ichimoku Kinko Hyo, Moving Average Convergence Divergence, and Relative Strength Index on Stock Price of Companies Listed in The Infobank15 Index

Sri Dwi Ari Ambarwati, Garaika Hamzah, Agus Sukarno, A M Rafi et al.
RSF Conference Series Business Management and Social Sciences
Stock Market Forecasting Methods
article

Accuracy Test of Technical Analysis Using Ichimoku Kinko Hyo, Moving Average Convergence Divergence, and Relative Strength Index on Stock Price of Companies Listed in The Infobank15 Index

Sri Dwi Ari Ambarwati, Garaika Hamzah, Agus Sukarno, A M Rafi, Helisia Mgh Garaika, Muktiarya Yodhatama
article en

Abstract

Technical analysis indicators are widely used by investors to support investment decisions. This study aims to evaluate the accuracy of Ichimoku, MACD, and RSI as guidelines for predicting stock price movements and identifying buy–sell signals. Beyond relying on indicators, traders are also advised to maintain discipline, effective money management, and a strong trading psychology. The research focuses on Infobank15 index stocks observed from August to December 2023, using secondary data from the TradingView platform. Predictive signals and actual prices were collected from daily (D1) closing prices and analyzed using the documentation method. To test the accuracy of each indicator, the Mann-Whitney non-parametric test was employed to compare predictive signals against actual prices statistically. The results indicate that there is no significant difference between the predictive signals of Ichimoku Kinko Hyo and MACD indicators compared to actual prices. Ichimoku and MACD are declared accurate. However, the study reveals a disparity between the predicted prices generated by the RSI and actual prices. Therefore, RSI are declared inaccurate. Based on the analysis and comparison of the three indicators in terms of the number of signals, percentage accuracy of signals, and average return rates, it can be concluded that the MACD indicator delivers a more favorable return rate compared to the other two indicators. The Ichimoku Kinko Hyo is more effective at minimizing risks, while the RSI is the only indicator in this study that proved to be inaccurate.

RSF Conference Series Business Management and Social SciencesVol. 5(2)
Universitas Pembangunan Nasional Veteran Yogyakarta (ID)
Openalex Percentile: Top 31%
Stock Market Forecasting Methods
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Accuracy Test of Technical Analysis Using Ichimoku Kinko Hyo, Moving Average Convergence Divergence, and Relative Strength Index on Stock Price of Companies Listed in The Infobank15 Index — Sri Dwi Ari Ambarwati, Garaika Hamzah, et al. · RSF Conference Series Business Management and Social Sciences (2025) | TGRS Research Map | TGRS