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Impact of return and volatility spillover from banking industry to other industries: An evidence from Pakistan

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  • Fahad Waqas Mir
  • Nousheen Tariq Bhutta

Abstract

This article aims to examine the transmission of return and volatility spillover from the banking industry to other industries in Pakistan. The study uses daily stock prices from 2005 to 2018 from the financial and non‐financial sectors listed at Pakistan stock exchange. The KSE‐100 index is used as a basis for the selection he industries and companies. The banking stock return ARMA‐GARCH in mean model is used to measure the return and volatility spillover. The time‐varying conditional correlation and asymmetric effect are explored using the DDC and ADDC models. Return and volatility spillover are found across the various industries during the period, indicating limited evidence of diversification. The DCC‐GARCH model shows that there is a time‐varying conditional correlation and asymmetric behaviour of the data.

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  • Fahad Waqas Mir & Nousheen Tariq Bhutta, 2024. "Impact of return and volatility spillover from banking industry to other industries: An evidence from Pakistan," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 29(2), pages 1680-1695, April.
    • Handle: RePEc:wly:ijfiec:v:29:y:2024:i:2:p:1680-1695
    DOI: 10.1002/ijfe.2759
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    1. Diebold, Francis X. & Yilmaz, Kamil, 2012. "Better to give than to receive: Predictive directional measurement of volatility spillovers," International Journal of Forecasting, Elsevier, vol. 28(1), pages 57-66.
    2. Kristin J. Forbes & Menzie D. Chinn, 2004. "A Decomposition of Global Linkages in Financial Markets Over Time," The Review of Economics and Statistics, MIT Press, vol. 86(3), pages 705-722, August.
    3. Singhal, Shelly & Ghosh, Sajal, 2016. "Returns and volatility linkages between international crude oil price, metal and other stock indices in India: Evidence from VAR-DCC-GARCH models," Resources Policy, Elsevier, vol. 50(C), pages 276-288.
    4. Kübra Akca & Serda Selin Ozturk, 2016. "The Effect of 2008 Crisis on the Volatility Spillovers among Six Major Markets," International Review of Finance, International Review of Finance Ltd., vol. 16(1), pages 169-178, March.
    5. Ngo Thai Hung, 2021. "Volatility Behaviour of the Foreign Exchange Rate and Transmission Among Central and Eastern European Countries: Evidence from the EGARCH Model," Global Business Review, International Management Institute, vol. 22(1), pages 36-56, February.
    6. Caporale, Guglielmo Maria & Pittis, Nikitas & Spagnolo, Nicola, 2002. "Testing for Causality-in-Variance: An Application to the East Asian Markets," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 7(3), pages 235-245, July.
    7. Abbas, Qaisar & Khan, Sabeen & Shah, Syed Zulfiqar Ali, 2013. "Volatility transmission in regional Asian stock markets," Emerging Markets Review, Elsevier, vol. 16(C), pages 66-77.
    8. Y. Angela Liu & Ming-Shiun Pan, 1997. "Mean and Volatility Spillover Effects in the U.S. and Pacific–Basin Stock Markets," Multinational Finance Journal, Multinational Finance Journal, vol. 1(1), pages 47-62, March.
    9. Majdoub, Jihed & Ben Sassi, Salim, 2017. "Volatility spillover and hedging effectiveness among China and emerging Asian Islamic equity indexes," Emerging Markets Review, Elsevier, vol. 31(C), pages 16-31.
    10. Prashant Joshi, 2011. "Return and Volatility Spillovers Among Asian Stock Markets," SAGE Open, , vol. 1(1), pages 21582440114, June.
    11. Koutmos, Gregory & Booth, G Geoffrey, 1995. "Asymmetric volatility transmission in international stock markets," Journal of International Money and Finance, Elsevier, vol. 14(6), pages 747-762, December.
    12. Baele, Lieven, 2005. "Volatility Spillover Effects in European Equity Markets," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 40(2), pages 373-401, June.
    13. Ngo Thai Hung, 2019. "Return and volatility spillover across equity markets between China and Southeast Asian countries," Journal of Economics, Finance and Administrative Science, Emerald Group Publishing Limited, vol. 24(47), pages 66-81, February.
    14. Miyakoshi, Tatsuyoshi, 2003. "Spillovers of stock return volatility to Asian equity markets from Japan and the US," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 13(4), pages 383-399, October.
    15. Tsuji, Chikashi, 2020. "Correlation and spillover effects between the US and international banking sectors: New evidence and implications for risk management," International Review of Financial Analysis, Elsevier, vol. 70(C).
    16. Xiaoqing Eleanor Xu & Hung–Gay Fung, 2002. "Information Flows across Markets: Evidence from China–Backed Stocks Dual–Listed in Hong Kong and New York," The Financial Review, Eastern Finance Association, vol. 37(4), pages 563-588, November.
    17. Michael Spence, 2002. "Signaling in Retrospect and the Informational Structure of Markets," American Economic Review, American Economic Association, vol. 92(3), pages 434-459, June.
    18. Dejan Zivkov & Jovan Njegic & Ivan Milenkovic, 2015. "Bidirectional Volatility Spillover Effect between the Exchange Rate and Stocks in the Presence of Structural Breaks in Selected Eastern European Economies," Czech Journal of Economics and Finance (Finance a uver), Charles University Prague, Faculty of Social Sciences, vol. 65(6), pages 477-498, December.
    19. Glosten, Lawrence R & Jagannathan, Ravi & Runkle, David E, 1993. "On the Relation between the Expected Value and the Volatility of the Nominal Excess Return on Stocks," Journal of Finance, American Finance Association, vol. 48(5), pages 1779-1801, December.
    20. Harvey, Andrew C & Shephard, Neil, 1996. "Estimation of an Asymmetric Stochastic Volatility Model for Asset Returns," Journal of Business & Economic Statistics, American Statistical Association, vol. 14(4), pages 429-434, October.
    21. Sucharita Ghosh & C. Lockwood Reynolds & Shawn M. Rohlin, 2016. "The spillover effects of United States foreign trade zones," Applied Economics, Taylor & Francis Journals, vol. 48(43), pages 4112-4130, September.
    22. Pyun, Chong Soo & Lee, Sa Young & Nam, Kiseok, 2000. "Volatility and information flows in emerging equity market: A case of the Korean Stock Exchange," International Review of Financial Analysis, Elsevier, vol. 9(4), pages 405-420.
    23. Nikolaos Giannellis & Angelos Kanas & Athanasios P. Papadopoulos, 2010. "Asymmetric Volatility Spillovers between Stock Market and Real Activity: Evidence from the UK and the US," Panoeconomicus, Savez ekonomista Vojvodine, Novi Sad, Serbia, vol. 57(4), pages 429-445, December.
    24. Berg, Kimberly A. & Vu, Nam T., 2019. "International spillovers of U.S. financial volatility," Journal of International Money and Finance, Elsevier, vol. 97(C), pages 19-34.
    25. Daniel FS Choi & Victor Fang & Tian Yong Fu, 2009. "Volatility spillovers between New Zealand stock market returns and exchange rate changes before and after the 1997 Asian financial crisis," Asian Journal of Finance & Accounting, Macrothink Institute, vol. 1(2), pages 106117-1061, December.
    26. Yanan Li & David E. Giles, 2015. "Modelling Volatility Spillover Effects Between Developed Stock Markets and Asian Emerging Stock Markets," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 20(2), pages 155-177, March.
    27. King, Mervyn & Sentana, Enrique & Wadhwani, Sushil, 1994. "Volatility and Links between National Stock Markets," Econometrica, Econometric Society, vol. 62(4), pages 901-933, July.
    28. Khalil Jebran & Amjad Iqbal, 2016. "Dynamics of volatility spillover between stock market and foreign exchange market: evidence from Asian Countries," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 2(1), pages 1-20, December.
    29. Wang, Yizhi, 2022. "Volatility spillovers across NFTs news attention and financial markets," International Review of Financial Analysis, Elsevier, vol. 83(C).
    30. Engle, Robert, 2002. "Dynamic Conditional Correlation: A Simple Class of Multivariate Generalized Autoregressive Conditional Heteroskedasticity Models," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(3), pages 339-350, July.
    31. Hamao, Yasushi & Masulis, Ronald W & Ng, Victor, 1990. "Correlations in Price Changes and Volatility across International Stock Markets," The Review of Financial Studies, Society for Financial Studies, vol. 3(2), pages 281-307.
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