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Investigating the effect of inbound tourism on FDI: The importance of quantile estimations

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  • Hira Arain

    (Department of Finance, School of Economics & Management, Beihang University (BUAA), Beijing, People’s Republic of China)

  • Liyan Han

    (Department of Finance, School of Economics & Management, Beihang University (BUAA), Beijing, People’s Republic of China)

  • Arshian Sharif

    (Othman Yeop Abdullah Graduate School of Business, Universiti Utara Malaysia, Malaysia)

  • Muhammad Saeed Meo

    (Department of Management Sciences, The Superior College Lahore, Pakistan)

Abstract

The current study investigates the asymmetric effect of inbound tourism on foreign direct investment (FDI) in the world’s top tourist destinations based on monthly data for the period between 1995 and 2017. The quantile-on-quantile (QQ) approach introduced by Sim and Zhou was adopted for this study, because it assesses how various quantiles of inbound tourism affect different quantiles of FDI. Thus, the QQ approach gives a more detailed explanation of the general dependence of inbound tourism and FDI than traditional approaches, such as ordinary least squares or quantile regression. Further, the test of Granger causality in quantiles proposed by Troster et al. was also applied in this study to check the causal relationship between inbound tourism and FDI. The empirical outcomes explain that the relationship between inbound tourism and FDI is mostly positive for all countries except Mexico and Russia on low and middle quantiles, although there are significant differences throughout the nations and across all quantiles of inbound tourism and FDI.

Suggested Citation

  • Hira Arain & Liyan Han & Arshian Sharif & Muhammad Saeed Meo, 2020. "Investigating the effect of inbound tourism on FDI: The importance of quantile estimations," Tourism Economics, , vol. 26(4), pages 682-703, June.
    • Handle: RePEc:sae:toueco:v:26:y:2020:i:4:p:682-703
    DOI: 10.1177/1354816619859695
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    1. Davide Castellani & Valentina Meliciani & Loredana Mirra, 2016. "The Determinants of Inward Foreign Direct Investment in Business Services across European Regions," Regional Studies, Taylor & Francis Journals, vol. 50(4), pages 671-691, April.
    2. Shahbaz, Muhammad & Hoang, Thi Hong Van & Mahalik, Mantu Kumar & Roubaud, David, 2017. "Energy consumption, financial development and economic growth in India: New evidence from a nonlinear and asymmetric analysis," Energy Economics, Elsevier, vol. 63(C), pages 199-212.
    3. Iamsiraroj, Sasi, 2016. "The foreign direct investment–economic growth nexus," International Review of Economics & Finance, Elsevier, vol. 42(C), pages 116-133.
    4. Mishra, Shekhar & Sharif, Arshian & Khuntia, Sashikanta & Meo, Muhammad Saeed & Rehman Khan, Syed Abdul, 2019. "Does oil prices impede Islamic stock indices? Fresh insights from wavelet-based quantile-on-quantile approach," Resources Policy, Elsevier, vol. 62(C), pages 292-304.
    5. Sbia, Rashid & Shahbaz, Muhammad & Hamdi, Helmi, 2014. "A contribution of foreign direct investment, clean energy, trade openness, carbon emissions and economic growth to energy demand in UAE," Economic Modelling, Elsevier, vol. 36(C), pages 191-197.
    6. Troster, Victor & Shahbaz, Muhammad & Uddin, Gazi Salah, 2018. "Renewable energy, oil prices, and economic activity: A Granger-causality in quantiles analysis," Energy Economics, Elsevier, vol. 70(C), pages 440-452.
    7. Tomohara, Akinori, 2016. "Japan's tourism-led foreign direct investment inflows: An empirical study," Economic Modelling, Elsevier, vol. 52(PB), pages 435-441.
    8. Meltem Ucal & Alfred Albert Haug & Mehmet Hüseyin Bilgin, 2016. "Income inequality and FDI: evidence with Turkish data," Applied Economics, Taylor & Francis Journals, vol. 48(11), pages 1030-1045, March.
    9. Shahzad, Syed Jawad Hussain & Shahbaz, Muhammad & Ferrer, Román & Kumar, Ronald Ravinesh, 2017. "Tourism-led growth hypothesis in the top ten tourist destinations: New evidence using the quantile-on-quantile approach," Tourism Management, Elsevier, vol. 60(C), pages 223-232.
    10. Katrakilidis, Constantinos & Trachanas, Emmanouil, 2012. "What drives housing price dynamics in Greece: New evidence from asymmetric ARDL cointegration," Economic Modelling, Elsevier, vol. 29(4), pages 1064-1069.
    11. Sharif, Arshian & Raza, Syed Ali & Ozturk, Ilhan & Afshan, Sahar, 2019. "The dynamic relationship of renewable and nonrenewable energy consumption with carbon emission: A global study with the application of heterogeneous panel estimations," Renewable Energy, Elsevier, vol. 133(C), pages 685-691.
    12. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    13. Po, Wan-Chen & Huang, Bwo-Nung, 2008. "Tourism development and economic growth–a nonlinear approach," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 387(22), pages 5535-5542.
    14. Ketteni, Elena & Kottaridi, Constantina, 2019. "The impact of regulations on the FDI-growth nexus within the institution-based view: A nonlinear specification with varying coefficients," International Business Review, Elsevier, vol. 28(3), pages 415-427.
    15. Bekhet, Hussain Ali & Al-Smadi, Raed Walid, 2015. "Determinants of Jordanian foreign direct investment inflows: Bounds testing approach," Economic Modelling, Elsevier, vol. 46(C), pages 27-35.
    16. Bildirici, Melike E. & Turkmen, Ceren, 2015. "Nonlinear causality between oil and precious metals," Resources Policy, Elsevier, vol. 46(P2), pages 202-211.
    17. Daniel Kahneman & Amos Tversky, 2013. "Prospect Theory: An Analysis of Decision Under Risk," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 6, pages 99-127, World Scientific Publishing Co. Pte. Ltd..
    18. Makiela, Kamil & Ouattara, Bazoumana, 2018. "Foreign direct investment and economic growth: Exploring the transmission channels," Economic Modelling, Elsevier, vol. 72(C), pages 296-305.
    19. Emmanuel Anoruo, 2011. "Testing for Linear and Nonlinear Causality between Crude Oil Price Changes and Stock Market Returns," International Journal of Business and Economic Sciences Applied Research (IJBESAR), Democritus University of Thrace (DUTH), Kavala Campus, Greece, vol. 4(3), pages 75-92, December.
    20. Xiao, Zhijie, 2009. "Quantile cointegrating regression," Journal of Econometrics, Elsevier, vol. 150(2), pages 248-260, June.
    21. Navina Lucke & Stefan Eichler, 2016. "Foreign direct investment: the role of institutional and cultural determinants," Applied Economics, Taylor & Francis Journals, vol. 48(11), pages 935-956, March.
    22. Sim, Nicholas & Zhou, Hongtao, 2015. "Oil prices, US stock return, and the dependence between their quantiles," Journal of Banking & Finance, Elsevier, vol. 55(C), pages 1-8.
    23. Villaverde, José & Maza, Adolfo, 2015. "The determinants of inward foreign direct investment: Evidence from the European regions," International Business Review, Elsevier, vol. 24(2), pages 209-223.
    24. Sharif, Arshian & Shahbaz, Muhammad & Hille, Erik, 2019. "The Transportation-growth nexus in USA: Fresh insights from pre-post global crisis period," Transportation Research Part A: Policy and Practice, Elsevier, vol. 121(C), pages 108-121.
    25. Pegkas, Panagiotis, 2015. "The impact of FDI on economic growth in Eurozone countries," The Journal of Economic Asymmetries, Elsevier, vol. 12(2), pages 124-132.
    26. Sumei Tang & E.A. Selvanathan & Saroja Selvanathan, 2007. "The Relationship between Foreign Direct Investment and Tourism: Empirical Evidence from China," Tourism Economics, , vol. 13(1), pages 25-39, March.
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