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Volatility spillovers and hedging effectiveness between health and tourism stocks: Empirical evidence from the US

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  • Salisu, Afees A.
  • Akanni, Lateef O.
  • Vo, Xuan Vinh

Abstract

The study evaluates the return and volatility transmission between the health and tourism stocks. The outbreak of covid-19 pandemic brought about an unprecedented crisis in the global health and financial market with the tourism sector being among the largest casualty as it experienced an almost total collapse as a result of economic lockdowns and movement restrictions, while the health sector witnessed considerable boom. We employ the VARMA–CCC-AGARCH model, based on the preliminary tests, on daily data collected for health and tourism stocks between January 02, 2018 and July 09, 2020. The empirical estimation is also partitioned into full, pre-covid-19 and covid-19 periods to elicit the impact of the pandemic outbreak. We further examine the optimal weights of holding health and tourism stocks and compute the hedging ratios in the presence of health risks. Our empirical findings show evidence of significant negative bidirectional return spillover between the health and tourism sectors particularly during the covid-19 period. In addition, the hedge ratios further confirm the hedging effectiveness of health stocks for risks associated with tourism stocks particularly during the pandemic period. Essentially, our results show that a diversified asset portfolio that includes health together with tourism stocks may improve risk-adjusted return performance for investors especially during pandemics.

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  • Salisu, Afees A. & Akanni, Lateef O. & Vo, Xuan Vinh, 2021. "Volatility spillovers and hedging effectiveness between health and tourism stocks: Empirical evidence from the US," International Review of Economics & Finance, Elsevier, vol. 74(C), pages 150-159.
  • Handle: RePEc:eee:reveco:v:74:y:2021:i:c:p:150-159
    DOI: 10.1016/j.iref.2021.02.005
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    1. A. G. Malliaris & Jorge Urrutia, 1991. "Tests of random walk of hedge ratios and measures of hedging effectiveness for stock indexes and foreign currencies," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 11(1), pages 55-68, February.
    2. Salisu, Afees A. & Raheem, Ibrahim D. & Ndako, Umar B., 2020. "The inflation hedging properties of gold, stocks and real estate: A comparative analysis," Resources Policy, Elsevier, vol. 66(C).
    3. repec:eco:journ1:2014-03-02 is not listed on IDEAS
    4. El Hedi Arouri, Mohamed & Jouini, Jamel & Nguyen, Duc Khuong, 2011. "Volatility spillovers between oil prices and stock sector returns: Implications for portfolio management," Journal of International Money and Finance, Elsevier, vol. 30(7), pages 1387-1405.
    5. Ederington, Louis H, 1979. "The Hedging Performance of the New Futures Markets," Journal of Finance, American Finance Association, vol. 34(1), pages 157-170, March.
    6. Li, Jianping & Feng, Yuyao & Li, Guowen & Sun, Xiaolei, 2020. "Tourism companies' risk exposures on text disclosure," Annals of Tourism Research, Elsevier, vol. 84(C).
    7. Jerome L. Stein, 1976. "The Simultaneous Determination of Spot and Futures Prices," Palgrave Macmillan Books, in: The Economics of Futures Trading, chapter 6, pages 124-130, Palgrave Macmillan.
    8. Jin, Jiayu & Han, Liyan & Wu, Lei & Zeng, Hongchao, 2020. "The hedging effectiveness of global sectors in emerging and developed stock markets," International Review of Economics & Finance, Elsevier, vol. 66(C), pages 92-117.
    9. Caporale, Guglielmo Maria & Spagnolo, Fabio & Spagnolo, Nicola, 2016. "Macro news and stock returns in the Euro area: A VAR-GARCH-in-mean analysis," International Review of Financial Analysis, Elsevier, vol. 45(C), pages 180-188.
    10. Basher, Syed Abul & Sadorsky, Perry, 2016. "Hedging emerging market stock prices with oil, gold, VIX, and bonds: A comparison between DCC, ADCC and GO-GARCH," Energy Economics, Elsevier, vol. 54(C), pages 235-247.
    11. Franckle, Charles T, 1980. "The Hedging Performance of the New Futures Markets: Comment," Journal of Finance, American Finance Association, vol. 35(5), pages 1273-1279, December.
    12. Rutledge, David J.S., 1972. "Hedgers' Demand for Futures Contracts: A Theoretical Framework with Applications to the United States Soybean Complex," Food Research Institute Studies, Stanford University, Food Research Institute, vol. 11(3), pages 1-20.
    13. Salisu, Afees A. & Oloko, Tirimisiyu F., 2015. "Modeling oil price–US stock nexus: A VARMA–BEKK–AGARCH approach," Energy Economics, Elsevier, vol. 50(C), pages 1-12.
    14. Park, Sungbeen & Song, Sujin & Lee, Seoki, 2017. "Corporate social responsibility and systematic risk of restaurant firms: The moderating role of geographical diversification," Tourism Management, Elsevier, vol. 59(C), pages 610-620.
    15. Lee, Seul Ki & Jang, SooCheong (Shawn), 2011. "Foreign exchange exposure of US tourism-related firms," Tourism Management, Elsevier, vol. 32(4), pages 934-948.
    16. Khalfaoui, R. & Boutahar, M. & Boubaker, H., 2015. "Analyzing volatility spillovers and hedging between oil and stock markets: Evidence from wavelet analysis," Energy Economics, Elsevier, vol. 49(C), pages 540-549.
    17. Hatice Gaye Gencer & Zafer Musoglu, 2014. "Volatility Transmission and Spillovers among Gold, Bonds and Stocks: An Empirical Evidence from Turkey," International Journal of Economics and Financial Issues, Econjournals, vol. 4(4), pages 705-713.
    18. Leland L. Johnson, 1960. "The Theory of Hedging and Speculation in Commodity Futures," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 27(3), pages 139-151.
    19. Salisu, Afees A. & Adediran, Idris A., 2019. "Assessing the inflation hedging potential of coal and iron ore in Australia," Resources Policy, Elsevier, vol. 63(C), pages 1-1.
    20. Kroner, Kenneth F. & Sultan, Jahangir, 1993. "Time-Varying Distributions and Dynamic Hedging with Foreign Currency Futures," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 28(4), pages 535-551, December.
    21. repec:ipg:wpaper:2014-549 is not listed on IDEAS
    22. Salisu, Afees A. & Ndako, Umar B. & Oloko, Tirimisiyu F., 2019. "Assessing the inflation hedging of gold and palladium in OECD countries," Resources Policy, Elsevier, vol. 62(C), pages 357-377.
    23. Lester G. Telser, 1955. "Safety First and Hedging," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 23(1), pages 1-16.
    24. Salisu, Afees A. & Vo, Xuan Vinh, 2020. "Predicting stock returns in the presence of COVID-19 pandemic: The role of health news," International Review of Financial Analysis, Elsevier, vol. 71(C).
    25. Capie, Forrest & Mills, Terence C. & Wood, Geoffrey, 2005. "Gold as a hedge against the dollar," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 15(4), pages 343-352, October.
    26. Chkili, Walid & Aloui, Chaker & Nguyen, Duc Khuong, 2014. "Instabilities in the relationships and hedging strategies between crude oil and US stock markets: Do long memory and asymmetry matter?," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 33(C), pages 354-366.
    27. Salisu, Afees A. & Mobolaji, Hakeem, 2013. "Modeling returns and volatility transmission between oil price and US–Nigeria exchange rate," Energy Economics, Elsevier, vol. 39(C), pages 169-176.
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    Cited by:

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    2. Tirimisiyu F. Oloko & Abeeb O. Olaniran & Lukman A. Lasisi, 2021. "Hedging Global and Country-Specific Geopolitical Risks With South Korean Stocks - A Predictability Approach," Asian Economics Letters, Asia-Pacific Applied Economics Association, vol. 2(3), pages 1-5.
    3. Corbet, Shaen & Hou, Yang & Hu, Yang & Oxley, Les, 2022. "Did COVID-19 tourism sector supports alleviate investor fear?," Annals of Tourism Research, Elsevier, vol. 95(C).
    4. Daniel Badulescu & Ramona Simut & Ciprian Simut & Andrei-Vlad Badulescu, 2022. "Tourism at the Crossroads between Well-Being, Public Health and the Environment: Panel Data Evidence from the European Union," IJERPH, MDPI, vol. 19(19), pages 1-22, September.
    5. Al-Nassar, Nassar S. & Yousaf, Imran & Makram, Beljid, 2023. "Spillovers between positively and negatively affected service sectors from the COVID-19 health crisis: Implications for portfolio management," Pacific-Basin Finance Journal, Elsevier, vol. 79(C).
    6. Florin-Teodor Boldeanu & Adriana Veronica Litră & José Antonio Clemente-Almendros & Ileana Tache, 2022. "The link Between Stock Exchange Sectors and Indices: Implications During the COVID-19 Pandemic," SAGE Open, , vol. 12(4), pages 21582440221, December.

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    More about this item

    Keywords

    Volatility spillovers; Hedging effectiveness; Health stocks; Tourism stocks;
    All these keywords.

    JEL classification:

    • C58 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Financial Econometrics
    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • Z31 - Other Special Topics - - Tourism Economics - - - Industry Studies

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