THE CRUDE OIL PRICE–STOCK RETURN CONNECTEDNESS AND THE IMPACT OF THE RUSSIAN-UKRAINE WAR ON STOCK RETURNS IN EAST ASIAN COUNTRIES
Abstract
We contribute to the literature by investigating the connectedness between crude oil prices and stock returns and the impact of the Russia-Ukraine war on stock returns in selected East Asia countries. Using the TVP-VAR model, we find that, on average, 42.52% of shocks to an asset spill over to all other assets, whereas, on average, 57.48% of the shocks affect the asset itself. We also find that the major transmitters of shocks are the Singapore Exchange (SGX) and the Korea Exchange (KRX); they transmit at least 54% of shocks. Using the GARCH model augmented with a war dummy, we find that the recent Russia- Ukraine war has significantly impacted the Indonesian stock market.
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References
Antonakakis, N., & Gabauer, D. (2017). Refined Measures of Dynamic Connectedness Based on TVP-VAR. MPRA, 78282.
Behera, C., & Mishra, P. K. (2022). Interconnectedness and Nonlinearity in Indian Energy Futures during the COVID-19 Pandemic. Energy Research Letters, 3, 32629.
Behera, C., & Rath, B. N. (2022a). The Connectedness between Twitter Uncertainty Index and Stock Return Volatility in the G7 Countries. Applied Economics Letters, 29, 1876-1879.
Behera, C., & Rath, B. N. (2022b). The Interconnectedness between COVID-19 Uncertainty and Stock Market Returns in Selected ASEAN Countries. Emerging Markets Finance and Trade, 1-13.
Broadstock, D. C., & Filis, G. (2014). Oil Price Shocks and Stock Market Returns: New Evidence from the United States and China. Journal of International Financial Markets, Institutions and Money, 33, 417-433.
Bouri, E. (2015). Return and Volatility Linkages between Oil Prices and the Lebanese Stock Market in Crisis Periods. Energy, 89, 365-371.
Bouri, E., Gabauer, D., Gupta, R., & Tiwari, A. K. (2021). Volatility Connectedness of Major Cryptocurrencies: The Role of Investor Happiness. Journal of Behavioral and Experimental Finance, 30, 100463.
Chatziantoniou, I., Floros, C., & Gabauer, D. (2022). Volatility Contagion Between Crude Oil and G7 Stock Markets in the Light of Trade Wars and COVID-19: A TVP-VAR Extended Joint Connectedness Approach. In Applications in Energy Finance, 145-168.
Cheema, M. A., & Scrimgeour, F. (2019). Oil Prices and Stock Market Anomalies. Energy Economics, 83, 578-587.
Degiannakis, S., Filis, G., & Arora, V. (2018). Oil Prices and Stock Markets: A Review of the Theory and Empirical Evidence. The Energy Journal, 39.
Devpura, N., Gunadi, I., & Sasongko, A. (2021). Volatility Spillover of Intraday Exchange Rates on some Selected ASEAN Countries. Bulletin of Monetary Economics and Banking, 24, 335-364.
Diebold, F. X., & Yilmaz, K. (2009). Measuring Financial Asset Return and Volatility Spillovers with Application to Global Equity Markets. The Economic Journal, 119, 158-171.
Diebold, F. X., & Yilmaz, K. (2012). Better to Give than to Receive: Predictive Directional Measurement of Volatility Spillovers. International Journal of Forecasting, 28, 57-66.
Durbin, J., & Koopman, S. J. (2012). Time Series Analysis by State Space Methods (Vol. 38). OUP Oxford.
Ferrer, R., Shahzad, S. J. H., López, R., & Jareño, F. (2018). Time and Frequency Dynamics of Connectedness between Renewable Energy Stocks and Crude Oil Prices. Energy Economics, 76, 1-20.
Filis, G. (2010). Macro Economy, Stock Market and Oil Prices: Do Meaningful Relationships Exist among Their Cyclical Fluctuations? Energy Economics, 32, 877-886.
Fowowe, B. (2013). Jump Dynamics in the Relationship between Oil Prices and the Stock Market: Evidence from Nigeria. Energy, 56, 31-38.
Gabauer, D. (2020). Volatility Impulse Response Analysis for DCC‐GARCH Models: The Role of Volatility Transmission Mechanisms. Journal of Forecasting, 39, 788-796.
Hashmi, S. M., Chang, B. H., & Bhutto, N. A. (2021). Asymmetric Effect of Oil Prices On Stock Market Prices: New Evidence from Oil-exporting and Oilimporting Countries. Resources Policy, 70, 101946.
Huang, D. R., Masulis, R. W. & Stoll, H. (1996). Energy Shocks and Financial Markets. Journal of Futures Markets, 16, 1-27.
Hung, N. T., & Vo, X. V. (2021). Directional Spillover Effects and Time-frequency Nexus between Oil, Gold and Stock Markets: Evidence from pre and during COVID-19 Outbreak. International Review of Financial Analysis, 76, 101730.
Husain, S., Tiwari, A. K., Sohag, K., & Shahbaz, M. (2019). Connectedness Among Crude Oil Prices, Stock Index and Metal Prices: An Application of Network Approach in the USA. Resources Policy, 62, 57-65.
Kang, W., Ratti, R. A., & Yoon, K. H. (2015). The Impact of Oil Price Shocks on the Stock Market Return and Volatility Relationship. Journal of International Financial Markets, Institutions and Money, 34, 41-54.
Khalfaoui, R., Sarwar, S., & Tiwari, A.K., (2019). Analysing Volatility Spillover between the Oil Market and the Stock Market in Oil-importing and Oilexporting Countries: Implications on Portfolio Management. Resour Pol, 62, 22–32.
Kirikkaleli, D., Kartal, M. T., & Adebayo, T. S. (2022). Time and Frequency Dependency of Foreign Exchange Rates and Country Risk: Evidence from Turkey. Buletin Ekonomi Moneter dan Perbankan, 25, 37-54.
Korobilis, D., & Yilmaz, K. (2018). Measuring Dynamic Connectedness with Large Bayesian VAR Models. SSRN, 3099725.
Maghyereh, A. I., Awartani, B., & Bouri, E. (2016). The Directional Volatility Connectedness between Crude Oil and Equity Markets: New Evidence from Implied Volatility Indexes. Energy Economics, 57, 78-93.
Mensi, W., Al Rababa’a, A. R., Vo, X. V., & Kang, S. H. (2021). Asymmetric Spillover and Network Connectedness between Crude Oil, Gold, and Chinese Sector Stock Markets. Energy Economics, 98, 105262.
Mohanty, S. K., & Nandha, M. (2011). Oil Risk Exposure: The Case of the US Oil and Gas Sector. Financial Review, 46, 165-191.
Narayan, P. K. (2020). Oil Price News and COVID-19—Is There Any Connection? Energy Research Letters, 1, 13176.
Narayan, P. K., & Narayan, S. (2010). Modelling the Impact of Oil Prices on Vietnam’s Stock Prices. Applied Energy, 87, 356-361.
Narayan, P. K., & Gupta, R. (2015) Has Oil Price Predicted Stock Returns for Over a Century? Energy Economics, 48, 18-23.
Narayan, P. K., & Sharma, S. S. (2021) New Evidence on Oil Price and Firm Returns. Journal of Banking and Finance, 35, 3253-3262.
Nguyen, C. C., & Bhatti, M. I. (2012). Copula Model Dependency between Oil Prices and Stock Markets: Evidence from China and Vietnam. Journal of International Financial Markets, Institutions and Money, 22, 758-773.
Oberndorfer, U. (2009). Energy Prices, Volatility, and the Stock Market: Evidence from the Eurozone. Energy Policy, 37, 5787-5795.
Reboredo, J. C., & Rivera-Castro, M. A. (2014). Wavelet-based Evidence of the Impact of Oil Prices on Stock Returns. International Review of Economics & Finance, 29, 145-176.
Smyth, R., & Narayan, P. K. (2018). What Do We Know About Oil Prices and Stock Returns? International Review of Financial Analysis, 57, 148-156.
Zhu, H. M., Li, R., & Li, S. (2014). Modelling Dynamic Dependence between Crude Oil Prices and Asia-Pacific Stock Market Returns. International Review of Economics & Finance, 29, 208-223.
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