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Journal : Journal of Applied Science, Engineering, Technology, and Education

Downside Risk Measurement of Indonesian Financial and Energy Securities: A Value at Risk Perspective Rony, Zahara Tussoleha; Jefri, Riny; Rusmardiana, Ana; Pramono, Susatyo Adhi; Mamadiyarov, Zokir
Journal of Applied Science, Engineering, Technology, and Education Vol. 7 No. 2 (2025)
Publisher : PT Mattawang Mediatama Solution

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35877/454RI.asci3898

Abstract

This study explores the measurement of downside risk in the Indonesian capital market by applying Value at Risk (VaR) analysis to two representative companies from different economic sectors: PT Asuransi Bina Dana Arta Tbk (ABDA), an insurance firm, and PT ABM Investama Tbk (ABMI), an energy and mining company. Utilizing daily return data from December 2023 to November 2024, we assess both individual and portfolio-level risk profiles through a quantitative framework based on Monte Carlo simulation. Our findings reveal distinct risk-return characteristics between the two stocks. ABDA exhibits a negative average daily return (-0.15%) with relatively low volatility (standard deviation of 1.12%), whereas ABMI shows a positive expected return (0.07%) but higher variability (standard deviation of 2.06%). Interestingly, despite its lower volatility, ABDA records higher VaR values across all confidence levels, indicating greater downside exposure—particularly evident at the 95% confidence level where ABDA's one-day VaR is -2.04%, compared to ABMI’s -1.77%. A cross-sector portfolio consisting of 40% ABDA and 60% ABMI demonstrates meaningful diversification benefits, reducing the standard deviation to 1.02% and improving the VaR to -1.54%. This represents a risk reduction of 24.5% compared to ABDA alone and 13% relative to ABMI alone. For a hypothetical investment of IDR 100 million, these improvements equate to reduced potential daily losses of IDR 508,258 and IDR 233,504 respectively. The results emphasize that strategic cross-sector allocation—even within a simple two-asset portfolio—can significantly enhance risk-adjusted performance in emerging markets like Indonesia. By combining financial and energy assets with differing sensitivities to macroeconomic conditions, investors can better manage downside risk while maintaining exposure to diverse economic drivers. This research provides a practical methodology for risk assessment and portfolio construction, offering valuable insights for asset managers and decision-makers operating in volatile and multi-sector investment environments.
Computational Risk Management for Strategic Investors: An Engineering-Inspired Approach to Portfolio Diversification Hasan, Nonce; Rahim, Robbi; Sapinah, Sapinah; Pramono, Susatyo Adhi; Abroza, Ahmad
Journal of Applied Science, Engineering, Technology, and Education Vol. 7 No. 2 (2025)
Publisher : PT Mattawang Mediatama Solution

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35877/454RI.asci3904

Abstract

This study presents an engineering-inspired approach to computational risk management, focusing on portfolio diversification strategies for strategic investors. Utilizing Monte Carlo simulation techniques, we assess the Value at Risk (VaR) of two prominent companies in Indonesia’s entertainment sector: MD Pictures Tbk (FILM) and MNC Studios International Tbk (MSIN). Daily return data from January 2022 to December 2022 are analyzed to evaluate both individual and combined risk-return profiles. The results show distinct characteristics between the two stocks, with FILM exhibiting a higher average daily return (0.42%) but greater volatility (standard deviation of 4.01%), compared to MSIN's more moderate return (0.33%) and lower volatility (3.64%). At a 95% confidence level, VaR estimates indicate potential maximum daily losses of 6.12% for FILM and 5.81% for MSIN. When combined into an equally weighted portfolio, significant diversification benefits emerge, reducing portfolio standard deviation to 2.77% and improving the VaR to 4.58%. This represents a risk reduction of 25.2% compared to FILM and 21.2% compared to MSIN. For a hypothetical investment of IDR 100 million, these improvements translate to reduced potential daily losses of IDR 1,540,482 and IDR 1,229,142 respectively. The findings demonstrate that even within a single industry, effective risk management can be achieved through strategic intra-sector diversification when constituent firms differ in business model and operational focus. This research bridges the gap between financial engineering and strategic portfolio management by offering a quantitative, simulation-based framework that supports informed decision-making for risk-conscious investors.
Co-Authors Abdul Wahab Abdurohim Abdurohim Abroza, Ahmad Abu Muna Almaududi Ausat Adam Latuconsina Agry Alfiah Agus Purwanto Agustin, Niyar Candra Ahmad Hariyadi Almaududi Ausat, Abu Muna Anik Lestariningrum Annisa Risqi Sulistya Kusuma Wardhani Anta Rini Utami Arfah, Muh. Arief, Ilham Arif Ismunandar Aristanto, Aristanto Asep Suryanto Asroful Abidin Atrup Atrup Ausat, Abu Muna Almaududi Azzaakiyyah, Hizbul Khootimah Bambang Ismaya Bambang Purwoko Kusumo Bintoro Basuki Basuki , BASUKI BASUKI Basuki Wisnu Bayu Purbha Sakti Bayuaji Sanggoro , Heru Cakranegara, Pandu Adi Chrisna Pudyawardhana Dadang Muhammad Hasyim Dadi Tri Awan Selalatu Dede Haryanto Dewa, Dominica Maria Ratna Tungga Dewantara, Rizki Dianta Mustofa Kamal Diawati, Prety Didit Darmawan Dina Fahma Sari, Dina Fahma Dina Mayadiana Suwarma Dita Rachmawati Dody Wahjudi Dwi Surti Junida EKO SUDARYANTO Encil Puspitoningrum, Encil Endang Sri Wahyuningsih, Endang Sri Ery Sugito Februati, Bernadin Maria Noenoek Firman Aziz Firstianty Wahyuhening Fibriany Fitria Khasanah Fitriah Suryani Jamin Flora Grace Putrianti Frans Sudirjo Gamar Al Haddar Hafid, Hendra Hamzah Al Imran Hanifah Nurul Muthmainah Harjanti, Trinugi Wira Harni Eirene Tarru Hasan, Nonce Hendra Hafid Hendy Tannady Heni Novita Sari Herry Rachmat Widjaja Heru Bayuaji Sanggoro Heru Bayuaji Sanggoro Heru Bayuaji Sanggoro HERY PURNOMO I Gede Iwan Sudipa Ichsan Ichsan Ichsan Ichsan Imam Jayanto Immamah, Eka Irawan Dharma Sukowati Irwan Moridu Isra' Nuur Darmawan Iwan Henri Kusnadi Iwan Rustendi Jenuri Johanes Bonivasius Muda Judijanto, Loso Junianto, Pilifus Kadeni Kadeni, Kadeni Kamaruddin, Ilham Khamaludin, Khamaludin Kholistianingsih Kholistianingsih Kholistianingsih Kraugusteeliana Kraugusteeliana Kusnadi, Iwan Henri La Ode Maksar Muhuruna Lestari, Nana Citrawati Luckhy Natalia Anastasye Lotte Mahrani, Sri Wiyati Mamadiyarov, Zokir Medina Almunawwaroh Mia Aina Mohzana Muh. Hanif Muhammad Ade Kurnia Harahap Muhammad Arsyad Muhammad Edwin Rachmanudin Muhammad Reza Aulia Muhammad Ridhwan Muhammad Zakaria Munir Tubagus Mustar Rusli Nana Hermana, Asep Nofirman, N Noor Fatah, Akbar Nuralfin Anripa Nurdiani, Tanti Widia Nuur Darmawan, Isra' Oh Zi Jian Parandy, La Mema Perwitasari, Erni Pratiwi Petrus Jacob Pattiasina Pilifus Junianto Prabu, Hamonangan Kinantan Priyono Yulianto Priyono Yulianto, Priyono Purnama, Dody Wahyudi Purwaningrum, Shintawati Dyah Puspitasari, Tuti Rachmanudin, Muhammad Edwin Ratna Nurdiana Ratna Tungga Dewa, Dominica Maria Regina Yoantika Natalie Relly Anjar Vinata Wisnu Saputra Reni Oktaviani Tarru Restu Auliani Restu Suwondo, Juwita Purnami Revi Sesario Ridlo, M. Ainur Riesna Apramilda Riny Jefri, Riny Riyanti, Anti Riyanti, Apriani Robbi Rahim Rony, Zahara Tussoleha Rusli Yusuf Rusmardiana, Ana Safari, Apay Sanggor, Heru Bayuaji Sapinah, Sapinah Saputra, Nanda Shofwani, Siti Aniqoh Sidjabat, Sonya Sigit Somadiyono, Sigit Siminto Siminto Siminto Siminto Siminto, Siminto Slamet Riyadi Solihati, Garin Pratiwi Suhartono Suherlan Suherlan Suherlan, Suherlan Sukini Suparni, Sri Surjati, Endang Suryani Jamin, Fitriah Suryati Suryati SUTRISNO Sutrisno, Sutrisno Syafrullah, Haidir Syamsuri Syamsuri Syamsuri Tarru, Harni Eirene Tarru, Reni Oktaviani Tirta Mulyadi Tjutjun Setiawan Tobias Duha Tri Endar Susianto Tyahya Whisnu Hendratni Unggul Sagena Wanof, M. Indre Wibowo, Gentur Wahyu Nyipto Widiantoro, Didik Yogi Rahman Nugraha Yohanes Wahyu Dwi Yudono Yuliana Yuliana  Heru Bayuaji Sanggoro