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Testing for the random walk hypothesis in the case of visitor arrivals: evidence from Indian tourism

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  • Mita Bhattacharya
  • Paresh Kumar Narayan

Abstract

Testing for the random walk hypothesis, which asserts that a series is a non-stationary process or a unit root process, in the case of visitor arrivals has important implications for policy. If, for instance, visitor arrivals are characterized by a unit root, then it implies that shocks to visitor arrivals are permanent. However, if visitor arrivals are without a unit root, this implies that shocks to visitor arrivals are temporary. This study provides evidence on the random walk hypothesis for visitor arrivals to India using the recently developed Im et al. (2003) and Maddala and Wu (1999) panel unit root tests. Both tests allow one to reject the random walk hypothesis, implying that shocks to visitor arrivals to India from the 10 major source markets have a temporary effect on visitor arrivals.

Suggested Citation

  • Mita Bhattacharya & Paresh Kumar Narayan, 2005. "Testing for the random walk hypothesis in the case of visitor arrivals: evidence from Indian tourism," Applied Economics, Taylor & Francis Journals, vol. 37(13), pages 1485-1490.
  • Handle: RePEc:taf:applec:v:37:y:2005:i:13:p:1485-1490
    DOI: 10.1080/00036840500109332
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    1. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    2. Maddala, G S & Wu, Shaowen, 1999. "A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(0), pages 631-652, Special I.
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    5. G. S. Maddala & Shaowen Wu, 1999. "A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 631-652, November.
    6. Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002. "Unit root tests in panel data: asymptotic and finite-sample properties," Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
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    Cited by:

    1. Hooi Hooi Lean & Russell Smyth, 2006. "Asian Financial Crisis, Avian Flu And Terrorist Threats: Are Shocks To Malaysian Tourist Arrivals Permanent Or Transitory?," Monash Economics Working Papers 11/06, Monash University, Department of Economics.
    2. Kumar Narayan, Paresh & Narayan, Seema & Popp, Stephan, 2010. "Energy consumption at the state level: The unit root null hypothesis from Australia," Applied Energy, Elsevier, vol. 87(6), pages 1953-1962, June.
    3. Narayan, Paresh Kumar & Liu, Ruipeng, 2011. "Are shocks to commodity prices persistent?," Applied Energy, Elsevier, vol. 88(1), pages 409-416, January.
    4. Lorde, Troy & Francis, Brian & Skeete, Stephney, 2008. "Are Shocks to Barbados Long-Stay Visitor Arrivals Permanent or Temporary: A Short Empirical Note," MPRA Paper 95597, University Library of Munich, Germany.
    5. Luis Alberiko Gil-Alaña, 2010. "Tourism in South Africa. Time series persistence and the nature of shocks. Are they transitory or permament?," NCID Working Papers 06/2011, Navarra Center for International Development, University of Navarra.
    6. Hooi Hooi Lean & Russell Smyth, 2008. "Are Malaysia's Tourism Markets Converging? Evidence from Univariate and Panel Unit Root Tests with Structural Breaks," Tourism Economics, , vol. 14(1), pages 97-112, March.
    7. Paresh Kumar Narayan, 2011. "Are shocks to tourism transitory at business cycle horizons?," Applied Economics, Taylor & Francis Journals, vol. 43(16), pages 2071-2077.
    8. Luis A. Gil-Alana, 2010. "International Arrivals in the Canary Islands: Persistence, Long Memory, Seasonality and other Implicit Dynamics," Tourism Economics, , vol. 16(2), pages 287-302, June.
    9. Amélie Charles & Olivier Darné & Jean-François Hoarau, 2019. "How resilient is La Réunion in terms of international tourism attractiveness: an assessment from unit root tests with structural breaks from 1981-2015," Applied Economics, Taylor & Francis Journals, vol. 51(24), pages 2639-2653, May.
    10. Sander Van Cranenburgh & Caspar Chorus & Bert Van Wee, 2012. "Substantial Changes and Their Impact on Mobility: A Typology and an Overview of the Literature," Transport Reviews, Taylor & Francis Journals, vol. 32(5), pages 569-597, June.
    11. Tuck Cheong Tang & Koi Nyen Wong, 2009. "Research Note: The SARS Epidemic and International Visitor Arrivals to Cambodia: Is the Impact Permanent or Transitory?," Tourism Economics, , vol. 15(4), pages 883-890, December.
    12. Paresh Kumar Narayan, 2006. "Are Australia's tourism markets converging?," Applied Economics, Taylor & Francis Journals, vol. 38(10), pages 1153-1162.
    13. Narayan, Paresh Kumar, 2008. "Examining the behaviour of visitor arrivals to Australia from 28 different countries," Transportation Research Part A: Policy and Practice, Elsevier, vol. 42(5), pages 751-761, June.
    14. Vatsa, Puneet, 2020. "Comovement amongst the demand for New Zealand tourism," Annals of Tourism Research, Elsevier, vol. 83(C).
    15. Pui Sun Tam, 2013. "Finite-sample distribution of the augmented Dickey--Fuller test with lag optimization," Applied Economics, Taylor & Francis Journals, vol. 45(24), pages 3495-3511, August.
    16. J. Cunado & L.A. Gil-Alana & F. Perez de Gracia, 2008. "Persistence in International Monthly Arrivals in the Canary Islands," Tourism Economics, , vol. 14(1), pages 123-129, March.
    17. Edward E. Ghartey, 2013. "Effects of Tourism, Economic Growth, Real Exchange Rate, Structural Changes and Hurricanes in Jamaica," Tourism Economics, , vol. 19(4), pages 919-942, August.
    18. Chew Ging Lee, 2009. "Research Note: The Convergence Hypothesis for Tourism Markets: Evidence from Singapore," Tourism Economics, , vol. 15(4), pages 875-881, December.
    19. James E Payne & Junsoo Lee, 2024. "Global perspective on the permanent or transitory nature of shocks to tourist arrivals: Evidence from new unit root tests with structural breaks and factors," Tourism Economics, , vol. 30(1), pages 67-103, February.
    20. Yashobanta Parida & Parul Bhardwaj & Joyita Roy Chowdhury, 2015. "Impact of Terrorism on Tourism in India," Economics Bulletin, AccessEcon, vol. 35(4), pages 2543-2557.
    21. José Francisco Perles-Ribes & Ana Belén Ramón-Rodríguez & Martín Sevilla-Jiménez & Antonio Rubia, 2016. "The Effects of Economic Crises on Tourism Success: An Integrated Model," Tourism Economics, , vol. 22(2), pages 417-447, April.
    22. Tiwari, Aviral Kumar, 2016. "Whether tourist arrivals in India convergent?," Annals of Tourism Research, Elsevier, vol. 61(C), pages 252-255.

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