Market Efficiency and Investment Feasibility of PT Telkom Indonesia Tbk (TLKM) Stock for the Month of May

Authors

  • Indah Sartika Manajemen, Sekolah Tinggi Ilmu Manajemen Sukma, Medan, Indonesia
  • Kristina Lase Manajemen, Sekolah Tinggi Ilmu Manajemen Sukma, Medan, Indonesia
  • Zuhro Manajemen, Sekolah Tinggi Ilmu Manajemen Sukma, Medan, Indonesia
  • Valentina Simbolon Manajemen, Sekolah Tinggi Ilmu Manajemen Sukma, Medan, Indonesia
  • Ahmad Albar Tanjung Manajemen, Sekolah Tinggi Ilmu Manajemen Sukma, Medan, Indonesia

Keywords:

Market Efficiency, Run Test, Autocorrelation, ADF Test

Abstract

The purpose of this research is to analyze the stock of PT Telkom Indonesia Tbk (TLKM) during the month of May, and to examine whether the TLKM stock falls under the category of a weak-form efficient market. To determine this, the researchers used several methods such as the run test, autocorrelation, and unit root test (ADF). These methods are expected to reveal whether TLKM stock price movements are truly influenced by historical data. Furthermore, the results of this testing are expected to provide prospective investors with insight and help determine the right investment strategy—whether short-term or long-term.

This study investigates whether the market is already weak-form efficient, meaning the current stock price reflects past information. TLKM stock was selected as the object of this research because it is considered a blue-chip stock with high liquidity and significant contribution to the movement of the Composite Stock Price Index (IHSG) on the Indonesia Stock Exchange. Through this research, it is expected that investors will better understand how stock price movements occur and make investment decisions more wisely and based on data, not just speculation.


Keywords: Market Efficiency, Run Test, Autocorrelation, ADF Test.

References

Guo, Z. (2023). Research on the Augmented Dickey-Fuller Test for Predicting Stock Prices and Returns. Proceedings of the 7th International Conference on Economic Management and Green Development, 101–104. [https://doi.org/10.54254/2754-1169/44/20232198

Hassan, N. U., & Ahmad, H. Z. (2020). Testing the Weak Form State of Market Efficiency: An Empirical Evidence of Sharī‘ah Compliant Index. Journal of Islamic Business and Management, 10(2), 418–435. [https://doi.org/10.26501/jibm/2020.1002

Hermansyah, A. (2020). Analisis teknikal pergerakan harga saham untuk mengambil keputusan investasi pada saham sub sektor telekomunikasi yang terdaftar di Bursa Efek Indonesia (Skripsi Sarjana, Universitas Islam Negeri Sultan Syarif Kasim Riau). Universitas Islam Negeri Sultan Syarif Kasim Riau.

Iradilah, S., & Tanjung, A. A. (2022). The Effect of Inflation and Interest Rates on Stock Prices in Banking Companies Listed on the IDX. EQUITY, 4(2), 420–428. https://doi.org/10.47065/ekuitas.v4i2.2363

Mar’ati, F. S. (2012). Analisis efisiensi pasar modal Indonesia. Jurnal Ilmu Manajemen dan Akuntansi Terapan (JIMAT), 3(2), 35–40. https://garuda.kemdikbud.go.id/documents/detail/1007214

Noviarti, & Melkisedek. (2019). Analisis efisiensi pasar modal bentuk setengah kuat. Jurnal Manajemen Universitas Satya Negara Indonesia, 3(2), 68–76.

https://usni.ac.id/jurnal-manajemen-vol3-no2-2019 (jika tersedia secara daring, atau ganti dengan "tidak tersedia online" jika tidak ditemukan)

Oktavia, P. (2022). Analisis Efisiensi Pasar Modal Syariah Indonesia Sebelum dan Sesudah Pengumuman Laba Good News, Bad News, dan No News (Studi pada Perusahaan yang Terdaftar pada JII Tahun 2019–2021) [Skripsi, Universitas Islam Negeri Raden Mas Said Surakarta].

Pratama, G. (2019). Efisiensi pasar modal Indonesia pada tahun Pemilu 2019. Jurnal Ekonomi: Journal of Economic, 10(2), 169–173. https://doi.org/10.31942/je-2019-1002

PT Kustodian Sentral Efek Indonesia. (2024). Indonesia Capital Market Statistics: December 2023. Jakarta: KSEI. Accessed from Indonesian Capital Market Statistics - December 2023

Ripal, T., Goeliling, A., Devi, N. N., Amin, A. R., Putra, A. B. P., Arimbawa, I. G. A. P., & Muhammad, A. F. (2023). Pengujian Efisiensi Pasar Bentuk Lemah pada Indeks LQ45 di Bursa Efek Indonesia Periode April 2020–April 2024. Seminar Nasional Teknologi dan Multidisiplin Ilmu (SEMNASTEKMU), 3(2), 78–91. [https://doi.org/10.51903/semnastekmu.v3i2.228:contentReference[oaicite:2]{index=2}](https://doi.org/10.51903/semnastekmu.v3i2.228:contentReference[oaicite:2]{index=2})

Tanjung, A. A., Ruslan, D., Lubis, I., & Pratama, I. (2022). Stock Market Responses to Covid-19 Pandemic and Monetary Policy in Indonesia: Pre and Post Vaccine. Economic Cases, 45(127), 120–129. https://doi.org/10.32826/cude.v1i127.610

Zíková, A., & Veselá, J. (2021). Weak Form Market Efficiency Hypothesis Testing – Autocorrelation Analysis and Unit Root Test. Conference Paper, Metropolitan University Prague. Retrieved from [https://www.researchgate.net/publication/357517158:contentReference[oaicite:3]{index=3}](https://www.researchgate.net/publication/357517158:contentReference[oaicite:3]{index=3})

Mulyani, D., Tanjung, A. A., & Putri, V. (n.d.). Fundamental analysis of financial performance on the growth of companies listed on the IDX. Journal of Management and Economics Research, 3(1), 20–25.

Siregar, U. R., Tanjung, A. A., & Sukardi. (2024). Analysis of the determinants of capital structure of manufacturing companies in the miscellaneous indus sector. [Journal name if available].

Tanjung, A. A., Muliyani, M., & Sari, D. P. (2024). Volatility analysis of tourism industry sector stocks in Indonesia. Lontar, 3(2), 492–498.

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Published

2025-07-09

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