Spillover Effects of Global Crude Oil Price Volatility on Base Metal Exports in Selected Mineral-Rich Countries

Authors

    Seyed Mohammad Hassani PhD Student, Department of Economics, CT.C., Islamic Azad University, Tehran, Iran
    Marjan Damankeshideh * Department of Economics, CT.C., Islamic Azad University, Tehran, Iran m.damankeshideh@iau.ac.ir
    Amir Reza Keyghobadi Department of Industrial Management, CT.C., Islamic Azad University, Tehran, Iran
    Seyed Nematollah Mousavi Department of Economics, Marv.C., Islamic Azad University, Fars, Iran

Keywords:

  PSTR model, Base metal exports, Economic policy uncertainty, Economic complexity , Geopolitical risk, Oil price volatility

Abstract

Objective: This study aims to examine the linear and nonlinear spillover effects of global crude oil price volatility on base metal exports, emphasizing the threshold role of geopolitical risk in selected mineral-rich countries.

Methodology: The study employs annual panel data for selected countries endowed with mineral and base metal resources over the period 2005–2024. Oil price volatility is extracted using conditional volatility models, and the Panel Smooth Transition Regression (PSTR) approach is applied to capture both linear and nonlinear dynamics. Geopolitical risk is introduced as the transition variable, while economic complexity, institutional quality, economic policy uncertainty, capital formation, labor, and energy consumption are incorporated as key explanatory variables.

Findings: The PSTR estimation results indicate that oil price volatility, geopolitical risk, and economic policy uncertainty exert statistically significant negative effects on base metal exports. Conversely, institutional quality, economic complexity, capital, labor, and energy consumption have significant positive impacts. The results also confirm the existence of a meaningful geopolitical risk threshold, beyond which the adverse effects of oil price volatility and policy uncertainty intensify, while the mitigating role of institutional and structural factors becomes stronger.

Conclusion: The findings suggest that sustaining base metal exports in mineral-rich countries critically depends on managing oil price volatility, mitigating geopolitical risks, and reducing policy uncertainty, while strengthening institutional quality and economic complexity enhances resilience against external shocks.

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References

Albul‑escu, C., Tiwari, A., & Ji, Q. (2020). Copula‑based local dependence between energy, agriculture and metal commodity markets. Applied Economics Letters, 27(8), 664-670. https://doi.org/10.2139/ssrn.3530758

Alzate-Ortega, A. (2024). Volatility spillovers in emerging markets: Oil shocks and financial connectedness. Energies, 17(2), 378. https://doi.org/10.3390/en17020378

Atakhanova, Z., Howie, P., Madani, N., & Azhibay, S. (2025). Productive capacities and exports of critical minerals. Resources Policy. https://doi.org/10.1007/s13563-025-00521-x

Awoa, P. A., & Nkombo, W. (2024). Natural resources and income inequality: Economic complexity is the key. Environment and Development Economics, 29(3), 561-586. https://doi.org/10.1017/S1355770X2300013X

Azizi, Z., Barari, A., & Ahmadpour Kachoo, A. (2021). The Impact of Institutional Quality on Financial Development (Case Study: Developing Countries in the Eurasia Region). Economic Studies & Policies, 8(1(15)). https://economic.mofidu.ac.ir/article_246275.html

Bayat Baghaee, F., Seifipour, R., Mohammadi, T., & Mehrabian, A. (2021). Investigating the Role of Institutional Quality in the Relationship Between Natural Resource Abundance and Economic Growth in Iran: A Kalman Filter Approach. Econometric Modeling, 6(3), 123-149. https://jem.semnan.ac.ir/article_5794.html?lang=en

Bordanavishin, N., & Heidari, E. (2017). The Effect of Global Oil Price Fluctuations on the Stock Returns of Energy-Intensive Industries in Iran. Economic Modeling Research, 8(27), 177-205. https://doi.org/10.29252/jemr.7.27.177

Cardoso, B. H. F., da Silva, E. Y., Viegas, G., Pinheiro, F. L., & Hartmann, D. (2023). Export complexity, industrial complexity and regional economic growth in Brazil. Regional Studies, 57(12), 2418-2435. https://doi.org/10.1371/journal.pone.0313945

Chairul, R. P., Falianty, T. A., Triaswati, N., & Revindo, M. D. (2025). Resource curse or blessing? The role of economic complexity in industrialization of LMICs. Journal of Economic Structures, 14, Article 7. https://www.tandfonline.com/doi/full/10.1080/23322039.2025.2492200

Cunado, J., Gabauer, D., & Gupta, R. (2024). Realized volatility spillovers between energy and metal markets: A time‑varying connectedness approach. Financial Innovation, 10, Article 12. https://doi.org/10.1186/s40854-023-00554-7

Jung, J. (2022). The nexus between institutional quality and global market structure: Regime changes and multinational firm behaviour. Mathematics, 10(24), Article 4629. https://doi.org/10.3390/math10244629

Kikha, R., & Ghased, S. (2023). Institutional Quality, Natural Resource Curse, and Economic Growth (Case Study: Iran from 1991 to 2013) The First International Conference on Management, Industrial Engineering, Accounting, and Economics Capabilities, Babol. https://en.civilica.com/doc/1691437/

Li, Z., Doğan, B., Ghosh, S., Chen, W. M., & Lorente, D. B. (2024). Findings in the context of resource deployment challenges: Economic complexity and natural resources. Resources Policy. https://www.sciencedirect.com/science/article/abs/pii/S0301420723012151

Marobhe, M. I., & Zhang, X. (2023). High‑frequency volatility spillover between oil and non‑energy commodities: Evidence from base metals and precious metals. Resources Policy, 83, 103115. https://doi.org/10.1007/s43546-023-00463-y

Melas, K. D. (2024). Volatility spillovers among the major commodities: A review. Journal of Commodity Markets, 17, 365. https://doi.org/10.3390/jrfm17080365 10.2139/ssrn.4813830 10.20944/preprints202405.0311.v1

Mensi, W., Hammoudeh, S., Yoon, S. M., & Vo, X. V. (2020). Spillovers and co‑movements between precious metals and energy across different regimes. Resources Policy, 68, 101783. https://doi.org/10.1016/j.resourpol.2020.101836

Miyajima, K. (2025). Based economy to boost growth: The role of export diversification and economic complexity (IMF Staff Paper, Issue.

Musa, D., & Ngozi, G. (2024). Dynamic volatility spillover in energy and metals market. SSRN. https://doi.org/10.2139/ssrn.4833625

Neagu, O. (2021). Economic complexity: A new challenge for the environment. Sustainability, 13(4), 63. https://doi.org/10.3390/earth2040063

Olaniyi, C. O. (2025). Modelling asymmetric and nonlinear features in the natural resource-economic complexity nexus: Evidence from Nigeria. Resources Policy. https://doi.org/10.1007/s13563-024-00470-x

Owjimehr, S. (2024). Why do natural resource‑rich economies resist improving institutional quality? Resources Policy. https://doi.org/10.1016/j.rspp.2024.100017

Özdemir, L. (2025). Volatility modeling of the impact of geopolitical risk on commodity futures returns: Evidence for industrial and precious metals. Economies, 13(4), 88. https://doi.org/10.3390/economies13040088

Rezagholizadeh, M., Jafari, H., & Kafi, N. (2025). The Role of Technological Progress, Financial Market Risk, and Institutional Quality in the Impact of Natural Resource Revenues on Financial Development. Iranian Economic Research, 30(102), 166-208. https://ijer.atu.ac.ir/article_19000.html?lang=en

Sibanda, K., Garidzirai, R., Mushonga, F., & Gonese, D. (2023). Natural resource rents, institutional quality, and environmental degradation in resource‑rich Sub‑Saharan African countries. Sustainability, 15(2), 1141. https://doi.org/10.3390/su15021141

Tessmann, M., Carrasco‑Gutierrez, C., Khodr, O., Magalhães, L. A., & Passos, M. (2024). Volatility transmission and market connectivity of metals and energy commodities: Insights from the spillover index. International Journal of Energy Economics and Policy, 14(3), 609-618. https://doi.org/10.32479/ijeep.15152

Umar, Z. (2021). Oil price shocks and the return and volatility spillover in industrial metals: Evidence from aluminium, copper, lead, nickel, tin and zinc. Energy Economics, 97, 105150. https://doi.org/10.1016/j.eneco.2021.105291

Valiehy, A., Nematollah, M. S., & Amini Fard, A. (2022). Oil Dependency, Institutional Quality, and Economic Growth: A Panel Vector Autoregression Approach. Energy Economics Studies Quarterly, 18(72), 59-87. https://iiesj.ir/browse.php?a_id=1446&sid=1&slc_lang=en

Vu, T. V. (2019). Does institutional quality foster economic complexity? Department of Economics, University of Otago Working Paper. https://doi.org/10.2139/ssrn.3509939

Yıldırım, D. Ç., Cevik, E. I., & Esen, Ö. (2020). Time‑varying volatility spillovers between oil prices and precious metal prices. Resources Policy, 68, 101783. https://doi.org/10.1016/j.resourpol.2020.101783

Zhang, Y., Wang, Q., Tian, T., & Yang, Y. (2022). Volatility in natural resources, economic performance, and public administration quality. Resources Policy, 76, 102535. https://doi.org/10.1016/j.resourpol.2022.102584

Zheng, X. (2024). Exploring the link between economic policy uncertainty, natural resource rent and institutional quality. PLoS One, 19(4), e0307014. https://doi.org/10.1371/journal.pone.0307014

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Published

2026-06-22

Submitted

2025-07-26

Revised

2025-12-11

Accepted

2025-12-18

Issue

Section

مقالات

How to Cite

Hassani, S. M. ., Damankeshideh, M., Keyghobadi, A. R. ., & Mousavi, S. N. . (1405). Spillover Effects of Global Crude Oil Price Volatility on Base Metal Exports in Selected Mineral-Rich Countries. Dynamic Management and Business Analysis, 1-21. https://www.dmbaj.com/index.php/dmba/article/view/294

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