IDEAS home Printed from https://ideas.repec.org/a/eco/journ2/2023-03-22.html
   My bibliography  Save this article

Strategic Decision-Making on Mining Sector Company Stock Prices and Economic Variable (State Space Model Application)

Author

Listed:
  • Ayi Ahadiat

    (Department of Management, Faculty of Economics and Business, Universitas Lampung, Indonesia,)

  • Fajrin Satria Dwi Kesumah

    (Department of Management, Faculty of Economics and Business, Universitas Lampung, Indonesia,)

  • Rialdi Azhar

    (Department of Accounting, Faculty of Economics and Business, Universitas Lampung, Indonesia,)

  • Febryan Kusuma Wisnu

    (Department of Agriculture Engineering, Faculty of Agriculture, Universitas Lampung, Indonesia)

Abstract

Energy sector is not excluded from the recession in global economics. However, one can be stable during such outbreak was gold prices which showed incredible stable prices and relatively increasing. That also affected on daily stock prices for the gold producing companies such as PT Aneka Tambang (issuer code: ANTM) that showed conversely increasing than other mining sector companies. This study aims to investigate causal relationships between ANTM stock prices and Indonesian exchange rates in order to have strategic decision-making for investors by employing State Space model and to provide forecasting daily data for both variables. The study found that the State Space model confirmed their dynamic relationship, in which ANTM was not only affected by itself but also by the movement of exchange rates. The forecasting graphs then provide the insight of strategic decision-making for investors to strongly invest on gold-based company as they have an increasing projection for the next 20 days.

Suggested Citation

  • Ayi Ahadiat & Fajrin Satria Dwi Kesumah & Rialdi Azhar & Febryan Kusuma Wisnu, 2023. "Strategic Decision-Making on Mining Sector Company Stock Prices and Economic Variable (State Space Model Application)," International Journal of Energy Economics and Policy, Econjournals, vol. 13(3), pages 177-184, May.
  • Handle: RePEc:eco:journ2:2023-03-22
    as

    Download full text from publisher

    File URL: https://www.econjournals.com/index.php/ijeep/article/download/14171/7345
    Download Restriction: no

    File URL: https://www.econjournals.com/index.php/ijeep/article/view/14171
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Salisu, Afees A. & Raheem, Ibrahim D. & Vo, Xuan Vinh, 2021. "Assessing the safe haven property of the gold market during COVID-19 pandemic," International Review of Financial Analysis, Elsevier, vol. 74(C).
    2. Ernie Hendrawaty & Mohd Shahidan Shaari & Fajrin Satria Dwi Kesumah & Abdul Rahim Ridzuan, 2022. "Economic Growth, Financial Development, Energy Consumption and Life Expectancy: Fresh Evidence from ASEAN countries," International Journal of Energy Economics and Policy, Econjournals, vol. 12(2), pages 444-448, March.
    3. Ahmad Monir Abdullah & Buerhan Saiti & Mansur Masih, 2016. "The impact of crude oil price on Islamic stock indices of South East Asian countries: Evidence from MGARCH-DCC and wavelet approaches," Borsa Istanbul Review, Research and Business Development Department, Borsa Istanbul, vol. 16(4), pages 219-232, December.
    4. Dewi Sovia & Abd. Majid M. Shabri & Aliasuddin & Kassim Salina, 2018. "Dynamics of Financial Development, Economic Growth, and Poverty Alleviation: The Indonesian Experience," South East European Journal of Economics and Business, Sciendo, vol. 13(1), pages 17-30, June.
    5. Kumar, Satish, 2019. "Asymmetric impact of oil prices on exchange rate and stock prices," The Quarterly Review of Economics and Finance, Elsevier, vol. 72(C), pages 41-51.
    6. Godil, Danish Iqbal & Sarwat, Salman & Sharif, Arshian & Jermsittiparsert, Kittisak, 2020. "How oil prices, gold prices, uncertainty and risk impact Islamic and conventional stocks? Empirical evidence from QARDL technique," Resources Policy, Elsevier, vol. 66(C).
    7. Rialdi Azhar & Febryan Kusuma Wisnu & Fajrin Satria Dwi Kesuma & Widya Rizki Eka Putri & Rian Andri Prasetya, 2022. "State-space Implementation in Forecasting Carbon and Gas Prices in Commodity Markets," International Journal of Energy Economics and Policy, Econjournals, vol. 12(3), pages 280-286, May.
    8. Szczygielski, Jan Jakub & Brzeszczyński, Janusz & Charteris, Ailie & Bwanya, Princess Rutendo, 2022. "The COVID-19 storm and the energy sector: The impact and role of uncertainty," Energy Economics, Elsevier, vol. 109(C).
    9. Baur, Dirk G. & McDermott, Thomas K.J., 2016. "Why is gold a safe haven?," Journal of Behavioral and Experimental Finance, Elsevier, vol. 10(C), pages 63-71.
    10. Iwata, Hiroki & Okada, Keisuke & Samreth, Sovannroeun, 2010. "Empirical study on the environmental Kuznets curve for CO2 in France: The role of nuclear energy," Energy Policy, Elsevier, vol. 38(8), pages 4057-4063, August.
    11. Leandro do Rosario Viana Duarte & Yin Kedong & Li Xuemei, 2017. "The Relationship between FDI, Economic Growth and Financial Development in Cabo Verde," International Journal of Economics and Finance, Canadian Center of Science and Education, vol. 9(5), pages 132-142, May.
    12. Jiang, Peng & Fan, Yee Van & Klemeš, Jiří Jaromír, 2021. "Impacts of COVID-19 on energy demand and consumption: Challenges, lessons and emerging opportunities," Applied Energy, Elsevier, vol. 285(C).
    13. Acaravci, Ali & Ozturk, Ilhan, 2010. "On the relationship between energy consumption, CO2 emissions and economic growth in Europe," Energy, Elsevier, vol. 35(12), pages 5412-5420.
    14. Joseph McCarthy & Mohammad Najand, 1993. "State space modeling of price and volume dependence: Evidence from currency futures," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 13(4), pages 335-344, June.
    15. Mensi, Walid & Reboredo, Juan C. & Ugolini, Andrea, 2021. "Price-switching spillovers between gold, oil, and stock markets: Evidence from the USA and China during the COVID-19 pandemic," Resources Policy, Elsevier, vol. 73(C).
    16. Akkoc, Ugur & Civcir, Irfan, 2019. "Dynamic linkages between strategic commodities and stock market in Turkey: Evidence from SVAR-DCC-GARCH model," Resources Policy, Elsevier, vol. 62(C), pages 231-239.
    17. Indupurnahayu & Edhie Budi Setiawan & Lira Agusinta & Ryan Firdiansyah Suryawan & Prasadja Ricardianto & Mustika Sari & Sri Mulyono & Reza Fauzi Jaya Sakti, 2021. "Changes in Demand and Supply of the Crude Oil Market During the COVID-19 Pandemic and its Effects on the Natural Gas Market," International Journal of Energy Economics and Policy, Econjournals, vol. 11(3), pages 1-6.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Suresh Kumar & Ankit Kumar & Gurcharan Singh, 2023. "Causal relationship among international crude oil, gold, exchange rate, and stock market: Fresh evidence from NARDL testing approach," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 28(1), pages 47-57, January.
    2. Muhammad Shahbaz & Avik Sinha, 2019. "Environmental Kuznets curve for CO2emissions: a literature survey," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 46(1), pages 106-168, January.
    3. Kamal, Javed Bin & Wohar, Mark & Kamal, Khaled Bin, 2022. "Do gold, oil, equities, and currencies hedge economic policy uncertainty and geopolitical risks during covid crisis?," Resources Policy, Elsevier, vol. 78(C).
    4. Tiba, Sofien & Omri, Anis, 2017. "Literature survey on the relationships between energy, environment and economic growth," Renewable and Sustainable Energy Reviews, Elsevier, vol. 69(C), pages 1129-1146.
    5. Mansoor Ahmed KOONDHAR & Lingling QIU & Houjian LI & Weiwei LIU & Ge HE, 2018. "A nexus between air pollution, energy consumption and growth of economy: A comparative study between the USA and China-based on the ARDL bound testing approach," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 64(6), pages 265-276.
    6. Nilüfer Kaya Kanlı & Bige Küçükefe, 2023. "Is the environmental Kuznets curve hypothesis valid? A global analysis for carbon dioxide emissions," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(3), pages 2339-2367, March.
    7. Sofien, Tiba & Omri, Anis, 2016. "Literature survey on the relationships between energy variables, environment and economic growth," MPRA Paper 82555, University Library of Munich, Germany, revised 14 Sep 2016.
    8. Bastola, Umesh & Sapkota, Pratikshya, 2015. "Relationships among energy consumption, pollution emission, and economic growth in Nepal," Energy, Elsevier, vol. 80(C), pages 254-262.
    9. Mehmet Balcilar & Zeynel Abidin Ozdemir & Huseyin Ozdemir, 2021. "Dynamic return and volatility spillovers among S&P 500, crude oil, and gold," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(1), pages 153-170, January.
    10. Shahbaz, Muhammad & Mutascu, Mihai & Azim, Parvez, 2013. "Environmental Kuznets curve in Romania and the role of energy consumption," Renewable and Sustainable Energy Reviews, Elsevier, vol. 18(C), pages 165-173.
    11. Lin Cui & Alistair Hunt & Bruce Morley, 2021. "The Effectiveness of Environmental Spending in China and the Environmental Kuznets Curve," Sustainability, MDPI, vol. 13(21), pages 1-17, November.
    12. Godil, Danish Iqbal & Sarwat, Salman & Khan, Muhammad Kamran & Ashraf, Muhammad Sajjad & Sharif, Arshian & Ozturk, Ilhan, 2022. "How the price dynamics of energy resources and precious metals interact with conventional and Islamic Stocks: Fresh insight from dynamic ARDL approach," Resources Policy, Elsevier, vol. 75(C).
    13. Al-Mulali, Usama & Saboori, Behnaz & Ozturk, Ilhan, 2015. "Investigating the environmental Kuznets curve hypothesis in Vietnam," Energy Policy, Elsevier, vol. 76(C), pages 123-131.
    14. Dalia M. Ibrahiem, 2018. "Road energy consumption, economic growth, population and urbanization in Egypt: cointegration and causality analysis," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 20(3), pages 1053-1066, June.
    15. Shahbaz, Muhammad & Shahzad, Syed Jawad Hussain & Ahmad, Nawaz & Alam, Shaista, 2016. "Financial development and environmental quality: The way forward," Energy Policy, Elsevier, vol. 98(C), pages 353-364.
    16. Muhammad Bilal Khan & Hummera Saleem & Malik Shahzad Shabbir & Xie Huobao, 2022. "The effects of globalization, energy consumption and economic growth on carbon dioxide emissions in South Asian countries," Energy & Environment, , vol. 33(1), pages 107-134, February.
    17. Chkili, Walid & Ben Rejeb, Aymen & Arfaoui, Mongi, 2021. "Does bitcoin provide hedge to Islamic stock markets for pre- and during COVID-19 outbreak? A comparative analysis with gold," Resources Policy, Elsevier, vol. 74(C).
    18. Ar'anzazu de Juan & Pilar Poncela & Vladimir Rodr'iguez-Caballero & Esther Ruiz, 2022. "Economic activity and climate change," Papers 2206.03187, arXiv.org, revised Jun 2022.
    19. Soni, Rajat Kumar & Nandan, Tanuj, 2022. "Modeling Covid-19 contagious effect between asset markets and commodity futures in India," Resources Policy, Elsevier, vol. 79(C).
    20. Misbah Sadiq & Desti Kannaiah & Ghulam Yahya Khan & Malik Shahzad Shabbir & Kanwal Bilal & Aysha Zamir, 2023. "Does sustainable environmental agenda matter? The role of globalization toward energy consumption, economic growth, and carbon dioxide emissions in South Asian countries," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(1), pages 76-95, January.

    More about this item

    Keywords

    State Space Model; Strategic Decision-Making; Mining Sector; Gold-based Company; Exchange Rates;
    All these keywords.

    JEL classification:

    • C1 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General
    • C3 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables
    • G17 - Financial Economics - - General Financial Markets - - - Financial Forecasting and Simulation
    • Q4 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy
    • Q47 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Energy Forecasting

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eco:journ2:2023-03-22. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Ilhan Ozturk (email available below). General contact details of provider: http://www.econjournals.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.