Uncovering Economic Growth Dynamics: The Role of Idiosyncratic Risk
Abstract
Research Originality: This study provides a new perspective on the dynamics between foreign direct investment (FDI), idiosyncratic risk, and economic growth in ASEAN countries using structural equation modeling (SEM). It contributes to the literature by highlighting the nuanced role of idiosyncratic risk in shaping regional economic outcomes.
Research Objectives: The study aims to examine the direct and indirect impacts of FDI inflows, idiosyncratic risk, and sectoral variables (manufacturing, agriculture, and services) on economic growth in ASEAN from 2013 to 2023.
Research Methods: The study uses data from the ASEAN Statistical Database and applies SEM to estimate the relationships between these variables.
Empirical Result: The main findings indicate that FDI inflows have minimal impact on idiosyncratic risk, as evidenced by regression coefficients below 0.001 for inward and intra-ASEAN FDI. In contrast, idiosyncratic risk significantly impacts economic growth. The results also reveal that sectoral variables such as manufacturing, agriculture, and services exhibit weaker associations with economic growth.
Implications: This information suggests that policymakers should focus on exploiting idiosyncratic risk to improve economic development, while acknowledging the limited direct impact of FDI on risk management, thereby debating more appropriate strategies to promote sustainable economic growth
JEL Classification: A11, E60, H11
Keywords
References
Aboagye, S., & Adjei Kwakwa, P. (2023). The Role of International Tourism, Trade Openness, and Renewable Energy in the Financial Development of Selected African Countries. Research in Globalization, 7, 100170. https://doi.org/10.1016/j.resglo.2023.100170.
Agustina, M., Astuti, H., & Susilo, J. H. (2023). Unemployment in Indonesia: An Analysis of Economic Determinants from 2012-2021. Signifikan: Jurnal Ilmu Ekonomi, 12(1), 69–82. https://doi.org/10.15408/sjie.v12i1.29247.
Ali, M., & Asri, M. (2019). Prospect Theory : Overcome Risk Disaster in an Emerging Market. IOP Conference Series: Earth and Environmental Science Paper, 1–10. https://doi.org/10.1088/1755-1315/235/1/012010.
Asri, M., & Ali, M. (2019). Transparency, Ethical Disaster and Public Sector Corruption Control in Indonesia. IOP Conference Series: Earth and Environmental Science. https://doi.org/10.1088/1755-1315/235/1/012018.
Ayana, I. D., Demissie, W. M., & Sore, A. G. (2024). On the Government Revenue on Economic Growth of Sub-Saharan Africa: Does Institutional Quality Matter? Heliyon, 10(2), e24319. https://doi.org/10.1016/j.heliyon.2024.e24319.
Badshah, M., & Beaumont, P. (2013). Computing Equilibrium Wealth Distributions in Models with Heterogeneous-Agents, Incomplete Markets and Idiosyncratic Risk. Computational Econonomic, 41, 171–193. https://doi.org/10.1007/s10614-011-9313-8.
Caglayan, M. O., Xue, W., & Zhang, L. (2020). Global Investigation on the Country-Level Idiosyncratic Volatility and Its Determinants. Journal of Empirical Finance, 55, 143–160. https://doi.org/10.1016/j.jempfin.2019.11.006.
Cernev, T., & Fenner, R. (2020). The Importance of Achieving Foundational Sustainable Development Goals in Reducing Global Risk. Futures, 115, 102492. https://doi.org/10.1016/j.futures.2019.102492.
Crescenzi, R., Di Cataldo, M., & Giua, M. (2021). FDI Inflows in Europe: Does Investment Promotion work? Journal of International Economics, 132, 103497. https://doi.org/10.1016/j.jinteco.2021.103497.
Dinh, T. T. H., Vo, D. H., The Vo, A., & Nguyen, T. C. (2019). Foreign Direct Investment and Economic Growth in the Short Run and Long Run: Empirical Evidence from Developing Countries. Journal of Risk and Financial Management, 12(4), 176. https://doi.org/10.3390/JRFM12040176.
Dogah, K. E. (2021). Effect of Trade and Economic Policy Uncertainties on Regional Systemic Risk: Evidence from ASEAN. Economic Modelling, 104, 105625. https://doi.org/10.1016/J.ECONMOD.2021.105625.
Du, J., Yang, X., Long, D., & Xin, Y. (2024). Modeling the Influence of Natural Resources and Social Globalization on Load Capacity Factor: New Insights from the ASEAN Countries. Resources Policy, 91, 104816. https://doi.org/10.1016/J.RESOURPOL.2024.104816.
Fajrian, M. A., Achsani, N. A., & Widyastutik, W. (2023). Foreign Direct Investment (FDI), Abundance of Natural Resources, and Economic Growth. Signifikan: Jurnal Ilmu Ekonomi, 12(1), 11–26. https://doi.org/10.15408/sjie.v12i1.29975.
Fengju, X., & Wubishet, A. (2024). Analysis of the Impacts of Financial Development on Economic Growth in East Africa: How Do the Institutional Qualities Matter? Economic Analysis and Policy, 82, 1177-1189. https://doi.org/10.1016/J.EAP.2024.04.002.
Gerlach, R., Obaydin, I., & Zurbruegg, R. (2015). The Impact of Leverage on the Idiosyncratic Risk and Return Relationship of REITs Around the Financial Crisis. International Review of Economics and Finance, 38, 207–219. https://doi.org/10.1016/j.iref.2015.02.029.
Goutte, S., Péran, T., & Porcher, T. (2022). Corruption, Economy, and Governance in Central Africa: An Analysis of Public and Regional Drivers of Corruption. Finance Research Letters, 44, 102086. https://doi.org/10.1016/j.frl.2021.102086.
Huafang, H. (2024). Efficiency in the Markets for Natural Resources as a Force for Economic Revolution. Resources Policy, 89, 104603. https://doi.org/10.1016/J.RESOURPOL.2023.104603.
Indra, I., & Ibrahim, M. Y. (2023). Unlocking Inclusive Growth: The Impact of Shariah Investment in Indonesia. Signifikan: Jurnal Ilmu Ekonomi, 12(2), 263–274. https://doi.org/10.15408/sjie.v12i2.31935.
Jiao, L., Zhou, D., & Xu, R. (2024). Resource Dynamics and Economic Expansion: Unveiling the Asymmetric Effects of Natural Resources and FDI on Economic Growth with a Lens on Energy Efficiency. Resources Policy, 89, 104611. https://doi.org/10.1016/J.RESOURPOL.2023.104611.
Kanbur, R., Ortiz-Juarez, E., & Sumner, A. (2024). Is the Era of Declining Global Income Inequality Over? Structural Change and Economic Dynamics, 70, 45–55. https://doi.org/10.1016/j.strueco.2024.01.002.
Kaulihowa, T., & Adjasi, C. (2018). FDI and Income Inequality in Africa. Oxford Development Studies, 46(2), 250–265. https://doi.org/10.1080/13600818.2017.1381233.
Kostakis, I. (2024). An Empirical Investigation of the Nexus Among Renewable Energy, Financial Openness, Economic Growth, and Environmental Degradation in Selected ASEAN Economies. Journal of Environmental Management, 354, 120398. https://doi.org/10.1016/j.jenvman.2024.120398.
Kumari, J., Mahakud, J., & Hiremath, G. S. (2017). Determinants of Idiosyncratic Volatility: Evidence from the Indian Stock Market. Research in International Business and Finance, 41, 172–184. https://doi.org/10.1016/j.ribaf.2017.04.022.
Liu, C., & Wang, S. (2021). Investment, Idiosyncratic Risk, and Growth Options. Journal of Empirical Finance, 61, 118–138. https://doi.org/10.1016/j.jempfin.2021.01.004.
Morana, C. (2023). Euro Erea Inflation and a New Measure of Core Inflation. Research in Globalization, 7, 100159. https://doi.org/10.1016/j.resglo.2023.100159
Nam, H. J., Bang, J., & Ryu, D. (2024). Nonlinear Effects of Financial Openness on Financial Development in ASEAN. Journal of Multinational Financial Management, 73, 100846. https://doi.org/10.1016/j.mulfin.2024.100846.
Nartea, G. V., Ward, B. D., & Yao, L. J. (2011). Idiosyncratic Volatility and Cross-Sectional Stock Returns in Southeast Asian Stock Markets. Accounting and Finance, 51(4), 1031–1054. https://doi.org/10.1111/j.1467-629X.2010.00384.x.
Nath, H. B., & Brooks, R. D. (2015). Assessing the Idiosyncratic Risk and Stock Returns Relation in Heteroskedasticity Corrected Predictive Models using Quantile Regression. International Review of Economics and Finance, 38, 94–111. https://doi.org/10.1016/j.iref.2014.12.012.
Nugraha, Y. R. P., & Naylah, M. (2023). Indonesian Tourism Demand by ASEAN Tourists: A Panel Data Analysis. Signifikan: Jurnal Ilmu Ekonomi, 12(1), 45–56. https://doi.org/10.15408/sjie.v12i1.29894.
Qadan, M., & Shuval, K. (2021). Variance Risk and the Idiosyncratic Volatility Puzzle. Finance Research Letters, 45, 102176. https://doi.org/10.1016/J.FRL.2021.102176.
Qibthiyyah, R. M., & Zen, F. (2023). The Effect of Environmental Tax - Spending Mix on Province Air Quality. Signifikan: Jurnal Ilmu Ekonomi, 12(2), 221–230. https://doi.org/10.15408/sjie.v12i2.32395.
Quaye, E., Acquaye, A., Yamoah, F., & Ndiaye, M. (2023). FDI Interconnectedness and Sustainable Economic Development: A Linear and Non-Linear Granger Causality Assessment. Journal of Business Research, 164, 113981. https://doi.org/10.1016/J.JBUSRES.2023.113981.
Richter, M. A., Hagenmaier, M., Bandte, O., Parida, V., & Wincent, J. (2022). Smart Cities, Urban Mobility, and Autonomous Vehicles: How Different Cities Need Different Sustainable Investment Strategies. Technological Forecasting and Social Change, 184, 121857. https://doi.org/10.1016/J.TECHFORE.2022.121857.
Samargandi, N., A. Alghfais, M., & AlHuthail, H. M. (2022). Factors in Saudi FDI Inflow. SAGE Open, 12(1). https://doi.org/10.1177/21582440211067242
Santoso, D. B., & Suman, A. (2023). Determinant of Capital Efficiency and Its Impact on Economic Growth: Empirical Evidence in East Java. Signifikan: Jurnal Ilmu Ekonomi, 12(1), 1–10. https://doi.org/10.15408/sjie.v12i1.29965.
Sari, M. N. Y., & Yudhistira, M. H. (2023). Urban Size and Labor Market Premium: Evidence from Indonesia. Signifikan: Jurnal Ilmu Ekonomi, 12(1), 27–44. https://doi.org/10.15408/sjie.v12i1.27999.
Shinwari, R., Wang, Y., Gozgor, G., & Mousavi, M. (2024). Does FDI Affect Energy Consumption in the Belt and Road Initiative Economies? The Role of Green Technologies. Energy Economics, 132, 107409. https://doi.org/10.1016/j.eneco.2024.107409.
Soliman, A., & Le Saout, E. (2024). The Impact of the War in Ukraine on the Idiosyncratic Risk and the Market Risk. Finance Research Letters, 60, 104895. https://doi.org/10.1016/J.FRL.2023.104895.
Tang, C., Irfan, M., Razzaq, A., & Dagar, V. (2022). Natural Resources and Financial Development: Role of Business Regulations in Testing the Resource-Curse Hypothesis in ASEAN countries. Resources Policy, 76, 102612. https://doi.org/10.1016/J.RESOURPOL.2022.102612.
Tiwari, A. K., & Mutascu, M. (2011). Economic Growth and FDI in Asia: A Panel-Data Approach. Economic Analysis and Policy, 41(2), 173–187. https://doi.org/10.1016/S0313-5926(11)50018-9.
Triatmanto, B., Bawono, S., & Wahyuni, N. (2023). The Contribution and Influence of Total External Debt, FDI, and HCI on Economic Growth in Indonesia, Thailand, Vietnam, and the Philippines. Research in Globalization, 7, 100163. https://doi.org/10.1016/J.RESGLO.2023.100163.
Ullah, S., Luo, R., Ali, K., & Irfan, M. (2023). How Does the Sectoral Composition of FDI Induce Economic Growth in Developing Countries? The Key Role of Business Regulations. Economic Research-Ekonomska Istrazivanja, 36(2), 2129406. https://doi.org/10.1080/1331677X.2022.2129406.
Yulianita, A., Ramadhan, D. R., & Mukhlis. (2023). Factors Affecting Economic Growth in Indonesia. Signifikan: Jurnal Ilmu Ekonomi, 12(2), 245–262.
Yunan, Z. Y. (2023). Does Indonesia’s High Level of Corruption Affect Its Trade Volume? Signifikan: Jurnal Ilmu Ekonomi, 12(2), 425–440. https://doi.org/10.15408/sjie.v12i2.35156.
Zhou, J., & Latorre, M. C. (2021). FDI in China and Global Production Networks: Assessing the Role of and Impact on Big World Players. Journal of Policy Modeling, 43(6), 1225–1240. https://doi.org/10.1016/j.jpolmod.2021.05.001.
Zhu, H., Duan, L., Guo, Y., & Yu, K. (2016). The Effects of FDI, Economic Growth and Energy Consumption on Carbon Emissions in ASEAN-5: Evidence from Panel Quantile Regression. Economic Modelling, 58, 237–248. https://doi.org/10.1016/J.ECONMOD.2016.05.003.
DOI: 10.15408/sjie.v13i1.38636
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