Share:


The impact of tourism uncertainty on airline stock markets in Korea: a quantile regression approach

Abstract

This study explores the impact of tourism uncertainty, including economic policy uncertainty (EPU) and travel crises arising from issues such as terrorism and disease outbreaks, on airline stock markets in Korea. Airline stock prices are particularly affected by tourism uncertainty. Using data from 2001–2018 and events influencing tourism uncertainty such as the 9/11 terrorist attacks and severe acute respiratory syndrome, quantile regression approach reveals how EPU influences airline stock prices in Korea during three market phases – bearish, normal, and bullish. EPU and travel crises negatively affect airline stock prices in Korea. Specifically, we document that higher EPU and more global travel crises lead to deeper reductions in stock prices in bullish markets. These results provide implications and insights for airline investors, stakeholders, and organizations concerned about the influence of tourism uncertainty on airline stock prices in Korea.

Keyword : Korea, economic policy uncertainty, travel crisis, airline, stock market, quantile regression

How to Cite
Jeon, J.-H. (2021). The impact of tourism uncertainty on airline stock markets in Korea: a quantile regression approach. Journal of Business Economics and Management, 22(4), 923-939. https://doi.org/10.3846/jbem.2021.14668
Published in Issue
Jun 15, 2021
Abstract Views
767
PDF Downloads
721
Creative Commons License

This work is licensed under a Creative Commons Attribution 4.0 International License.

References

Ajayi, R. A., & Mougoue, M. (1996). On the dynamic relation between stock prices and exchange rates. Journal of Financial Research, 19(2), 193–207. https://doi.org/10.1111/j.1475-6803.1996.tb00593.x

Alegre, J., Mateo, S., & Pou, L. (2013). Tourism participation and expenditure by Spanish households: The effects of the economic crisis and unemployment. Tourism Management, 39, 37–49. https://doi.org/10.1016/j.tourman.2013.04.002

Altunbaş, Y., & Thornton, J. (2019). The impact of financial development on income inequality: A quantile regression approach. Economics Letters, 175, 51–56. https://doi.org/10.1016/j.econlet.2018.12.030

Antonakakis, N., Chatziantoniou, I., & Filis, G. (2013). Dynamic co-movements of stock market returns, implied volatility and policy uncertainty. Economics Letters, 120(1), 87–92. https://doi.org/10.1016/j.econlet.2013.04.004

Arana, J. E., & León, C. J. (2008). The impact of terrorism on tourism demand. Annals of Tourism Research, 35(2), 299–315. https://doi.org/10.1016/j.annals.2007.08.003

Asprem, M. (1989). Stock prices, asset portfolios and macroeconomic variables in ten European countries. Journal of Banking and Finance, 13(4–5), 589–612. https://doi.org/10.1016/0378-4266(89)90032-0

Baker, S. R., Bloom, N., & Davis, S. J. (2016). Measuring economic policy uncertainty. Quarterly Journal of Economics, 131(4), 1593–1636. https://doi.org/10.1093/qje/qjw024

Balli, F., Shahzad, S. J. H., & Uddin, G. S. (2018). A tale of two shocks: What do we learn from the impacts of economic policy uncertainties on tourism? Tourism Management, 68, 470–475. https://doi.org/10.1016/j.tourman.2018.04.008

Bang, H., & Park, M. (2018). Global value chain and its impact on the linkage between exchange rate and export: Cases of China, Japan and Korea. World Economy, 41(9), 2552–2576. https://doi.org/10.1111/twec.12595

Bonham, C., Edmonds, C., & Mak, J. (2006). The impact of 9/11 and other terrible global events on tourism in the United States and Hawaii. Journal of Travel Research, 45(1), 99–110. https://doi.org/10.1177/0047287506288812

Broadstock, D. C., Cao, H., & Zhang, D. (2012). Oil shocks and their impact on energy related stocks in China. Energy Economics, 34(6), 1988–1895. https://doi.org/10.1016/j.eneco.2012.08.008

Chang, B. H. (2020). Oil prices and E7 stock prices: An asymmetric evidence using multiple threshold nonlinear ARDL model. Environmental Science and Pollution Research, 27, 44183–44194. https://doi.org/10.1007/s11356-020-10277-2

Chang, T., Chen, W.-Y., Gupta, R., & Nguyen, D. K. (2015). Are stock prices related to the political uncertainty index in OECD countries? Evidence from the bootstrap panel causality test. Economic Systems, 39(2), 288–300. https://doi.org/10.1016/j.ecosys.2014.10.005

Chang, W. S., & Lee, Y.-H. (2017). The Macroeconomic contribution to foreign-exchange earnings from tourism in Taiwan. Current Issues in Tourism, 20(11), 1110–1115. https://doi.org/10.1080/13683500.2016.1206062

Chen, M.-H. (2007). Macro and non-macro explanatory factors of Chinese hotel stock returns. International Journal of Hospitality Management, 26(4), 991–1004. https://doi.org/10.1016/j.ijhm.2006.04.002

Chen, M.-H. (2016). A quantile regression analysis of tourism market growth effect on the hotel industry. International Journal of Hospitality Management, 52, 117–120. https://doi.org/10.1016/j.ijhm.2015.10.001

Chen, M.-H., & Kim, H. J. (2010). Tourism expansion and corporate earnings in the tourism industry. Service Industries Journal, 30(6), 947–964. https://doi.org/10.1080/02642060802342646

Chen, M.-H., Kim, W. G., & Kim, H. J. (2005). The impact of macroeconomic and non-macroeconomic forces on hotel stock returns. International Journal of Hospitality Management, 24(2), 243–258. https://doi.org/10.1016/j.ijhm.2004.06.008

Chen, M.-P., Lee, C.-C., Lin, Y.-H., & Chen, W.-Y. (2018). Did the SARS epidemic weaken the integration of Asian stock markets? Evidence from smooth time-varying cointegration analysis. Economic Research-Ekonomska Istraživanja, 31(1), 908–923. https://doi.org/10.1080/1331677X.2018.1456354

Christou, C., Cunado, J., Gupta, R., & Hassapis, C. (2017). Economic policy uncertainty and stock market returns in PacificRim countries: Evidence based on a Bayesian panel VAR model. Journal of Multinational Financial Management, 40, 92–102. https://doi.org/10.1016/j.mulfin.2017.03.001

Demir, E., & Ersan, O. (2018). The impact of economic policy uncertainty on stock returns of Turkish tourism companies. Current Issues in Tourism, 21(8), 847–855. https://doi.org/10.1080/13683500.2016.1217195

Demir, E., & Gozgor, G. (2018). Does economic policy uncertainty affect Tourism? Annals of Tourism Research, 69, 15–17. https://doi.org/10.1016/j.annals.2017.12.005

Demir, E., Alici, Z. A., & Lau, M. C. K. (2017). Macro explanatory factors of Turkish tourism companies’ stock returns. Asia Pacific Journal of Tourism Research, 22(4), 370–380. https://doi.org/10.1080/10941665.2016.1271814

Dhariwal, R. (2005). Tourist arrivals in India: How important are domestic disorders? Tourism Economics, 11(2), 185–205. https://doi.org/10.5367/0000000054183522

Dolnicar, S. (2005). Understanding barriers to leisure travel: Tourist fears as a marketing basis. Journal of Vacation Marketing, 11(3), 197–208. https://doi.org/10.1177/1356766705055706

Dragouni, M., Filis, G., Gavriilidis, K., & Santamaria, D. (2016). Sentiment, mood and outbound tourism demand. Annals of Tourism Research, 60, 80–96. https://doi.org/10.1016/j.annals.2016.06.004

Dritsakis, N. (2004). Tourism as a long-run economic growth factor: An empirical investigation for Greece using a causality analysis. Tourism Economics, 10(3), 305–316. https://doi.org/10.5367/0000000041895094

Economic Policy Uncertainty Index for South Korea. (2018). South Korea Monthly Index. http://www.policyuncertainty.com/korea_monthly.html

Gholipour, H. F., Tajaddini, R., & Al-Mulali, U. (2014). Does personal freedom influence outbound tourism? Tourism Management, 41, 19–25. https://doi.org/10.1016/j.tourman.2013.08.010

Gozgor, G., & Ongan, S. (2017). Economic policy uncertainty and tourism demand: Empirical evidence from the USA. International Journal of Tourism Research, 19(1), 99–106. https://doi.org/10.1002/jtr.2089

Hannam, K., Butler, G., & Paris, C. M. (2014). Developments and key issues in tourism mobilities. Annals of Tourism Research, 44, 171–185. https://doi.org/10.1016/j.annals.2013.09.010

International Monetary Fund. (2019). World economic and financial surveys. World Economic Outlook (WEO) Database. https://www.imf.org/external/pubs/ft/weo/2019/01/weodata/index.aspx

Jang, S. C., & Chen, M. H. (2008). Financial portfolio approach to optimal tourist market mixes. Tourism Management, 29(4), 761–770. https://doi.org/10.1016/j.tourman.2007.09.003

Jin, X., Chen, Z., & Yang, X. (2019). Economic policy uncertainty and stock price crash risk. Accounting & Finance, 58(5), 1291–1318. https://doi.org/10.1111/acfi.12455

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 & Money, 34, 41–54. https://doi.org/10.1016/j.intfin.2014.11.002

Karimi, M. S., Khan, A. A., & Karamelikli, H. (2019). Asymmetric effects of real exchange rate on inbound tourist arrivals in Malaysia: An analysis of price rigidity. International Journal of Tourism Research, 21(2), 156–164. https://doi.org/10.1002/jtr.2249

Kavussanos, M. G., Marcoulis, S. N., & Arkoulis, A. G. (2002). Macroeconomic factors and international industry returns. Applied Financial Economics, 12(12), 923–931. https://doi.org/10.1080/09603100110069374

Kim, H.-B., Park, J.-H., Lee, S. K., & Jang, S. (2012). Do expectations of future wealth increase outbound tourism? Evidence from Korea. Tourism Management, 33(5), 1141–1147. https://doi.org/10.1016/j.tourman.2011.11.017

Kim, J., & Kim, S. (2017). Effects of monetary policy shocks on farm prices and exchange rates in Korea. Emerging Markets Finance & Trade, 53(11), 2450–2462. https://doi.org/10.1080/1540496X.2017.1329143

Ko, J.-H., & Lee, C.-M. (2015). International economic policy uncertainty and stock prices: Wavelet approach. Economics Letters, 134, 118–122. https://doi.org/10.1016/j.econlet.2015.07.012

Koenker, R., & Bassett, G. (1978). Regression quantiles. Econometrica, 46(1), 33–50. https://doi.org/10.2307/1913643

Koenker, R., & Bassett, G. (1982). Robust tests for heteroscedasticity based on regression quantiles. Econometrica, 50(1), 43–61. https://doi.org/10.2307/1912528

Kolaric, S., & Schiereck, D. (2016). Are stock markets efficient in the face of fear? Evidence from the terrorist attacks in Paris and Brussels. Finance Research Letters, 18, 306–310. https://doi.org/10.1016/j.frl.2016.05.003

Kristjanpoller, W. D., & Concha, D. (2016). Impact of fuel price fluctuations on airline stock returns. Applied Energy, 178, 496–504. https://doi.org/10.1016/j.apenergy.2016.06.089

Lee, C.-C., & Chang, C.-P. (2008). Tourism development and economic growth: A closer look at panels. Tourism Management, 29(1), 180–192. https://doi.org/10.1016/j.tourman.2007.02.013

Li, X.-M., & Peng, L. (2017). US economic policy uncertainty and co-movements between Chinese and US stock markets. Economic Modelling, 61, 27–39. https://doi.org/10.1016/j.econmod.2016.11.019

Lim, S. H., & Hong, Y. (2014). Fuel hedging and airline operating costs. Journal of Air Transport Management, 36, 33–40. https://doi.org/10.1016/j.jairtraman.2013.12.009

Madanoglu, M., & Ozdemir, O. (2019). Economic policy uncertainty and hotel operating performance. Tourism Management, 71, 443–452. https://doi.org/10.1016/j.tourman.2018.10.012

Miller, J. I., & Ratti, R. A. (2009). Crude oil and stock markets: Stability, instability, and bubbles. Energy Economics, 31(4), 559–568. https://doi.org/10.1016/j.eneco.2009.01.009

Mnasri, A., & Nechi, S. (2016). Impact of terrorist attacks on stock market volatility in emerging markets. Emerging Markets Review, 28, 184–202. https://doi.org/10.1016/j.ememar.2016.08.002

Napierala, T., & Szutowski, D. (2018). The impact of localized innovations on the stock returns of tourism companies. International Journal of Tourism Research, 21(1), 108–121. https://doi.org/10.1002/jtr.2245

Narayan, P. K., & Sharma, S. S. (2011). New evidence on oil price and firm returns. Journal of Banking & Finance, 35(12), 3253–3262. https://doi.org/10.1016/j.jbankfin.2011.05.010

Narayan, P. K., Devpura, N., & Wang, H. (2020). Japanese currency and stock market – What happened during the COVID-19 pandemic? Economic Analysis and Policy, 68, 191–198. https://doi.org/10.1016/j.eap.2020.09.014

Nguyen, C. P., Schinckus, C., & Su, T. D. (2020). Economic policy uncertainty and demand for international tourism: An empirical study. Tourism Economics, 26(8), 1415–1430. https://doi.org/10.1177/1354816619900584

Nusair, S. A., & Al-Khasawneh, J. A. (2018). Oil price shocks and stock market returns of the GCC countries: Empirical evidence from quantile regression analysis. Economic Change and Restructuring, 51(4), 339–372. https://doi.org/10.1007/s10644-017-9207-4

Nusair, S. A., & Olson, D. (2019). The effects of oil price shocks on Asian exchange rates: Evidence from quantile regression analysis. Energy Economics, 78, 44–63. https://doi.org/10.1016/j.eneco.2018.11.009

Olya, H. G., & Mehran, J. (2017). Modelling tourism expenditure using complexity theory. Journal of Business Research, 75, 147–158. https://doi.org/10.1016/j.jbusres.2017.02.015

Ongan, S., & Gozgor, G. (2017). Tourism demand analysis: The impact of the economic policy uncertainty on the arrival of Japanese tourists to the USA. International Journal of Tourism Research, 20(3), 208–316. https://doi.org/10.1002/jtr.2182

Park, J., & Ratti, R. A. (2008). Oil price shocks and stock markets in the US and 13 European countries. Energy Economics, 30(5), 2587–2608. https://doi.org/10.1016/j.eneco.2008.04.003

Peng, G., Huiming, Z., & Wanhai, Y. (2018). Asymmetric dependence between economic policy uncertainty and stock market returns in G7 and BRIC: A quantile regression approach. Finance Research Letters, 25, 251–258. https://doi.org/10.1016/j.frl.2017.11.001

Pine, P., & McKercher, B. (2004). The impact of SARS on Hong Kong’s tourism industry. International Journal of Contemporary Hospitality Management, 16(2), 139–143. https://doi.org/10.1108/09596110410520034

Rosselló, J., Santana-Gallego, M., & Awan, W. (2017). Infectious disease risk and international tourism demand. Health Policy and Planning, 32(4), 538–548. https://doi.org/10.1093/heapol/czw177

Sadorsky, P. (1999). Oil price shocks and stock market activity. Energy Economics, 21(5), 449–469. https://doi.org/10.1016/S0140-9883(99)00020-1

Sheldon, P., & Dwyer, L. (2010). The Global financial crisis and tourism: Perspectives of the academy. Journal of Travel Research, 49(1), 3–4. https://doi.org/10.1177/0047287509353191

Sinclair, M. T. (1998). Tourism and economic development: A survey. Journal of Development Studies, 34(5), 1–51. https://doi.org/10.1080/00220389808422535

Tsai, I.-C. (2012). The relationship between stock price index and exchange rate in Asian markets: A quantile regression approach. Journal of International Financial Markets, Institutions and Money, 22(3), 609–621. https://doi.org/10.1016/j.intfin.2012.04.005

UNWTO. (2019). UNWTO world tourism barometer and statistical annex, January 2019. World Tourism Barometer, 17(1). https://www.e-unwto.org/doi/abs/10.18111/wtobarometereng.2019.17.1.1

UNWTO. (2020). International tourism expected to decline over 70% in 2020, back to levels of 30 years ago. World Tourism Barometer, 18(7). https://www.e-unwto.org/doi/epdf/10.18111/wtobarometereng.2020.18.1.7

Veraros, N., Kasimati, E., & Dawson, P. (2004). The 2004 Olympic games announcement and its effect on the Athens and Milan stock exchanges. Applied Economics Letters, 11(12), 749–753. https://doi.org/10.1080/1350485042000254584

Wan, Y. K. P. (2013). A comparison of the governance of tourism planning in the two special administrative regions (SARs) of China – Hong Kong and Macao. Tourism Management, 36, 164–177. https://doi.org/10.1016/j.tourman.2012.12.005

Wong, H. T. (2017). Real exchange rate returns and real stock price returns. International Review of Economics and Finance, 49, 340–352. https://doi.org/10.1016/j.iref.2017.02.004

Wong, K. K. F., & Song, H. (2006). Do macroeconomic variables contain any useful information for predicting changes in hospitality stock indices? Journal of Hospitality and Tourism Research, 30(1), 16–33. https://doi.org/10.1177/1096348005284267

You, W., Guo, Y., Zhu, H., & Tang, Y. (2017). Oil price shocks, economic policy uncertainty and industry stock returns in China: Asymmetric effects with quantile regression. Energy Economics, 68, 1–18. https://doi.org/10.1016/j.eneco.2017.09.007

Yun, X., & Yoon, S.-M. (2019). Impact of oil price change on airline’s stock price and volatility: Evidence from China and South Korea. Energy Economics, 78, 668–679. https://doi.org/10.1016/j.eneco.2018.09.015