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Examining the macro-determinants of tourist arrivals in India

Author

Listed:
  • Manu Sharma

    (Birla Institute of Technology and Science (BITS))

  • Geetilaxmi Mohapatra

    (Birla Institute of Technology and Science (BITS))

  • A. K. Giri

    (Birla Institute of Technology and Science (BITS))

Abstract

The present study analyzes the asymmetric association of exchange rate and world income with inbound tourism demand in India using a recently developed nonlinear autoregressive distributed lag model. For this purpose, the study uses monthly data from January 2003 to December 2020 for inbound tourism demand, real effective exchange rate, and world income as the variables of the model. The study used an asymmetric causality test on the lines of Hatemi-J. The findings confirm the existence of a nonlinear association between exchange rate and tourism demand in the long run. Furthermore, the increases in the world income have a positive and significant effect on tourist arrivals in India. In addition, the findings indicate that exchange rate shocks play a vital role in the long run. The cointegration test is supplemented with nonlinear causality analysis. The causal result depicted positive shocks in the exchange rate and world income sharing a unidirectional causal relationship with tourist arrivals. The result of this research can significantly facilitate the policymakers for devising short-run as well as long-run policies to consolidate the macroeconomic fundamentals such that tourism demand can be enhanced in India.

Suggested Citation

  • Manu Sharma & Geetilaxmi Mohapatra & A. K. Giri, 2022. "Examining the macro-determinants of tourist arrivals in India," SN Business & Economics, Springer, vol. 2(8), pages 1-18, August.
  • Handle: RePEc:spr:snbeco:v:2:y:2022:i:8:d:10.1007_s43546-022-00291-6
    DOI: 10.1007/s43546-022-00291-6
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    1. Chia-Lin Chang & Michael Mcaleer, 2012. "Aggregation, Heterogeneous Autoregression And Volatility Of Daily International Tourist Arrivals And Exchange Rates," The Japanese Economic Review, Japanese Economic Association, vol. 63(3), pages 397-419, September.
    2. Salvador Gil‐Pareja & Rafael Llorca‐Vivero & José Antonio Martínez‐Serrano, 2007. "The Effect of EMU on Tourism," Review of International Economics, Wiley Blackwell, vol. 15(2), pages 302-312, May.
    3. Carmen M. Reinhart & Kenneth S. Rogoff, 2004. "The Modern History of Exchange Rate Arrangements: A Reinterpretation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(1), pages 1-48.
    4. Jean Max Tavares & Nuno Carlos Leitão, 2017. "The determinants of international tourism demand for Brazil," Tourism Economics, , vol. 23(4), pages 834-845, June.
    5. Johane Dikgang & Nomsa P. Nkosi, 2018. "South African attitudes about nuclear power: The case of the nuclear energy expansion process," Working Papers 152, Economic Research Southern Africa.
    6. M. Hashem Pesaran & Yongcheol Shin & Richard J. Smith, 2001. "Bounds testing approaches to the analysis of level relationships," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(3), pages 289-326.
    7. Richa Dhariwal, 2005. "Tourist Arrivals in India: How Important are Domestic Disorders?," Tourism Economics, , vol. 11(2), pages 185-205, June.
    8. Toda, Hiro Y. & Yamamoto, Taku, 1995. "Statistical inference in vector autoregressions with possibly integrated processes," Journal of Econometrics, Elsevier, vol. 66(1-2), pages 225-250.
    9. Abdulnasser Hatemi-J, 2012. "Asymmetric causality tests with an application," Empirical Economics, Springer, vol. 43(1), pages 447-456, August.
    10. Alper, Aslan & Oguz, Ocal, 2016. "The role of renewable energy consumption in economic growth: Evidence from asymmetric causality," Renewable and Sustainable Energy Reviews, Elsevier, vol. 60(C), pages 953-959.
    11. Schiff, Aaron & Becken, Susanne, 2011. "Demand elasticity estimates for New Zealand tourism," Tourism Management, Elsevier, vol. 32(3), pages 564-575.
    12. Irandoust, Manuchehr, 2019. "On the relation between exchange rates and tourism demand: A nonlinear and asymmetric analysis," The Journal of Economic Asymmetries, Elsevier, vol. 20(C).
    13. Engle, Robert & Granger, Clive, 2015. "Co-integration and error correction: Representation, estimation, and testing," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 39(3), pages 106-135.
    14. 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..
    15. Jacint Balaguer & Manuel Cantavella-Jorda, 2002. "Tourism as a long-run economic growth factor: the Spanish case," Applied Economics, Taylor & Francis Journals, vol. 34(7), pages 877-884.
    16. A Bashagi & E Muchapondwa, 2009. "What Actions Could Boost International Tourism Demand for Tanzania?," Studies in Economics and Econometrics, Taylor & Francis Journals, vol. 33(2), pages 59-75, August.
    17. Alexi Thompson & Henry Thompson, 2010. "Research Note: The Exchange Rate, Euro Switch and Tourism Revenue in Greece," Tourism Economics, , vol. 16(3), pages 773-780, September.
    18. Witt, Stephen F. & Witt, Christine A., 1995. "Forecasting tourism demand: A review of empirical research," International Journal of Forecasting, Elsevier, vol. 11(3), pages 447-475, September.
    19. Tang, Chor Foon & Tan, Eu Chye, 2015. "Does tourism effectively stimulate Malaysia's economic growth?," Tourism Management, Elsevier, vol. 46(C), pages 158-163.
    20. Michael Vogt, 2008. "Determinants of the demand for US exports and imports of tourism," Applied Economics, Taylor & Francis Journals, vol. 40(6), pages 667-672.
    21. Pat Obi & Godwin-Charles Ogbeide, 2022. "The Mediating Effects of Implied Volatility and Exchange Rate on the U.S. Tourism-Growth Nexus," JRFM, MDPI, vol. 15(3), pages 1-16, February.
    22. Mohammad Sharif Karimi, 2018. "The Linkage Between Tourism Development and Economic Growth in Malaysia: A Nonlinear Approach," International Economic Journal, Taylor & Francis Journals, vol. 32(1), pages 53-65, January.
    23. Amira Gasmi & Seifallah Sassi, 2015. "International tourism demand in Tunisia: Evidence from dynamic panel data model," Economics Bulletin, AccessEcon, vol. 35(1), pages 507-518.
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    More about this item

    Keywords

    Asymmetric causality; Inbound tourism; World income; Real effective exchange rate; Nonlinear ARDL; India;
    All these keywords.

    JEL classification:

    • C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes
    • O11 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Macroeconomic Analyses of Economic Development

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