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Research Article

UK tourism arrivals and departures: seasonality, persistence and time trends

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References

  • Alleyne, D. 2006. “Can Seasonal Unit Root Testing Improve the Forecasting Accuracy of Tourist Arrivals?” Tourism Economics 12: 45–64. doi:10.5367/000000006776387132.
  • Al-Shboul, M., and S. Anwar. 2017. “Long Memory Behaviour in Singapore’s Tourism Market.” International Journal of Tourism Research 19 (5): 524–534. doi:10.1002/jtr.2125.
  • Assaf, A. G., C. P. Barros, and L. A. Gil-Alana. 2011. “Persistence in Short and Long Term Tourist Arrivals in Australia.” Journal of Travel Research 50: 2.
  • Balli, H. O., W. H. K. Tsui, and F. Balli. 2019. “Modelling the Volatility of International Visitor Arrivals to New Zealand.” Journal of Air Transport Management 75: 204–214. doi:10.1016/j.jairtraman.2018.10.002.
  • Bassil, C., S. Anwar, and A. S. Saleh. 2014. “Is Tourism in Lebanon Subject to Permanent or Transitory Exogenous Shocks?” Tourism Analysis 19: 6. doi:10.3727/108354214X14146846679682.
  • Beaulieu, J. J., and J. A. Miron. 1993. “Seasonal Unit Roots in Aggregate US Data.” Journal of Econometrics 55 (1): 305–328. doi:10.1016/0304-4076(93)90018-Z.
  • Bloomfield, P. 1973. “An Exponential Model in the Spectrum of a Scalar Time Series.” Biometrika 60: 217–226. doi:10.1093/biomet/60.2.217.
  • Capó-Parrilla, J., A. Riera-Font, and J. Roselló-Nadal. 2007. “Accommodation Determinants of Seasonal Patterns.” Annals of Tourism Research 34: 422–436. doi:10.1016/j.annals.2006.10.002.
  • Cellini, R., and T. Cuccia. 2013. “Museum and Monument Attendance and Tourism Flow: A Time Series Analysis Approach.” Applied Economics 45 (24): 3473–3482. doi:10.1080/00036846.2012.716150.
  • Chang, C.-L., S. Sriboonchitta, and A. Wiboonpongse. 2009. “Modelling and Forecasting Tourism from East Asia to Thailand under Temporal and Spatial Aggregation.” Mathematics and Computers in Simulation 79 (5): 1730–1744. doi:10.1016/j.matcom.2008.09.006.
  • Chen, J. H., and M. Malinda. 2014. “Long Memory and Multiple Structural Breaks in the Returns of Travel and Tourism Indices.” Journal of Business and Economics 5 (9): 1460–1472.
  • Chokethaworn, K., J. Sriboonjit, C. Chaiboonsri, and P. Chaitip. 2010. “An Empirical Approach to the Evaluation of International Tourists’ Expenditures in Thailand Using the ARFIMA-FIGARCH Model.” International Journal of Business Research 10 (1): 141.
  • Chu, F. L. 1998. “Forecasting Tourism Demand in Asian-Pacific Countries.” Annals of Tourism Research 25 (3): 597–615. doi:10.1016/S0160-7383(98)00012-7.
  • Chu, F.-L. 2008. “A Fractional Integrated Autoregressive Moving Average Approach to Forecasting Tourism Demand.” Tourism Management 29: 79–88. doi:10.1016/j.tourman.2007.04.003.
  • Claveria, O., and S. Torra. 2014. “Forecasting Tourism Demand to Catalonia: Neural Networks Vs. Time Series Models.” Economic Modelling 36: 220–228. doi:10.1016/j.econmod.2013.09.024.
  • Cunado, J., L. A. Gil-Alana, and F. Perez de Gracia. 2004. “Seasonal Fractional Integration in the Spanish Tourism Quarterly Time Series.” Journal of Travel Research 42 (4): 408–414. doi:10.1177/0047287503258843.
  • Dahlhaus, R. 1989. “Efficient Parameter Estimation for Self-similar Processes.” Annals of Statistics 17: 1749–1766. doi:10.1214/aos/1176347393.
  • Di Iorio, F., S. Fachin, and R. Lucchetti. 2016. “Can You Do the Wrong Thing and Still Be Right? Hypothesis Testing in I(2) and near I(2) Cointegrated VARs.” Applied Economics 48 (38): 3665–3678. doi:10.1080/00036846.2016.1142660.
  • Dickey, D. A., D. P. Hasza, and W. A. Fuller. 1984. “Testing for Unit Roots in Seasonal Time Series.” Journal of the American Statistical Association 79 (386): 355–367. doi:10.1080/01621459.1984.10478057.
  • Diebold, F. X., and G. D. Rudebusch. 1991. “On the Power of Dickey-Fuller Test against Fractional Alternatives.” Economics Letters 35 (1): 155–160. doi:10.1016/0165-1765(91)90163-F.
  • Fuleky, P., Q. Zhao, and C. S. Bonham. 2014. “Estimating Demand Elasticities in Nonstationary Panels. The Case of Hawaii Tourism.” Annals of Tourism Research 44: 131–142. doi:10.1016/j.annals.2013.09.006.
  • Georgoutsos, D. A., and G. P. Kouretas. 2004. “A Multivariate I(2) Cointegration Analysis of German Hyperinflation.” Applied Financial Economics 14 (1): 29–41. doi:10.1080/0960310042000164202.
  • Gil-Alana, L. A. 2005a. “Modelling International Monthly Arrivals Using Seasonal Univariate Long‐memory Processes.” Tourism Management 26 (6): 867–878. doi:10.1016/j.tourman.2004.05.003.
  • Gil-Alana, L. A. 2005b. “Deterministic Seasonality versus Seasonal Fractional Integration.” Journal of Statistical Planning and Inference 134 (2): 445–461. doi:10.1016/j.jspi.2004.04.011.
  • Gil-Alana, L. A., and E. H. Huijbens. 2018. “Tourism in Iceland: Persistence and Seasonality.” Annals of Tourism Research 68: 20–29. doi:10.1016/j.annals.2017.11.002.
  • Gil-Alana, L. A., O. H. S. Figueiredo, and P. Wanke. 2019. “Structural Breaks in Brazilian Tourism Revenues: Unveiling the Impact of Exchange Rates and Sports Mega-events.” Tourism Management 74: 207–211. doi:10.1016/j.tourman.2019.03.006.
  • Gil-Alana, L. A., R. Mudida, and F. Perez de Gracia. 2014. “Persistence, Long Memory and Seasonality in Kenyan Tourism Series.” Annals of Tourism Research 46: 89–101. doi:10.1016/j.annals.2014.02.008.
  • Gil-Alana, L. A. F., F. Perez de Gracia, and J. Cunado. 2004. “Modelling Monthly Spanish Tourism: A Seasonal Fractionally Integrated Approach.” Tourism Economics 10 (1): 79–94. doi:10.5367/000000004773166538.
  • Gil-Alana, L.A., and P.M. Robinson. 2001. “Testing of Seasonal Fractional Integration in UK and Japanese Consumption and Income.” Journal of Applied Econometrics 16 (2): 95–114.
  • Hasslers, U., and J. Wolters. 1994. “On the Power of Unit Root Tests against Fractional Alternatives.” Economics Letters 45 (1): 1–5. doi:10.1016/0165-1765(94)90049-3.
  • Hepsag, A. 2016. “Testing Convergence of Tourist Markets: Evidence from Seasonal Unit Roots Tests.” Anatolia, an International Journal of Tourism and Hospitality Research 27: 2.
  • Hylleberg, S., R. F. Engle, C. W. J. Granger, and B. S. Yoo. 1990. “Seasonal Integration and Cointegration.” Journal of Econometrics 44 (1,2): 215–238. doi:10.1016/0304-4076(90)90080-D.
  • Katircioglu, S. 2009. “Tourism, Trade and Growth: The Case of Cyprus.” Applied Economics 41 (21): 2741–2750. doi:10.1080/00036840701335512.
  • Kim, J. H., and I. Moosa. 2001. “Seasonal Behaviour of Monthly International Tourist Flows: Specification and Implications for Forecasting Models.” Tourism Economics 7: 381–396. doi:10.5367/000000001101297937.
  • Lanouar, C., and M. Goaied. 2019. “Tourism, Terrorism and Political Violence in Tunisia: Evidence from Markov-switching Models.” Tourism Management 70: 404–418. doi:10.1016/j.tourman.2018.09.002.
  • Lean, H. H., and R. Smyth. 2008. “Are Malaysia’s Tourism Market Converging? Evidence from Univariate and Panel Unit Root Tests with Structural Breaks.” Tourism Economics 14: 1. doi:10.5367/000000008783554820.
  • Lean, H. H., and R. Smyth. 2009. “Asian Financial Crisis, Avian Flu and Terrorist Threats: Are Shocks to Malaysian Tourist Arrivals Permanent or Transitory?” Asia Pacific Journal of Tourism Research 14 (3): 301–321. doi:10.1080/10941660903024034.
  • Lim, C. 2006. “A Survey of Tourism Demand Modelling Practice: Issues and Implications.” In International Handbook on the Economics of Tourism, edited by L. Dwyer and P. Forsyth, 45–72. Cheltenham: Edward Elgar Publishing.
  • Lim, C., and F. Chan. 2009. “Forecasting Tourist Accommodation Demand in New Zealand.” 18th World IMACS/MODSIM Congress, Cairns, Australia, July 13–17. http://mssanz.org.au/modsim09
  • Lim, C., and M. McAleer. 2000. “A Seasonal Analysis of Asian Tourist arrivals to Australia.” Applied Economics 32(4):499–509.
  • Lim, C., and M. McAleer. 2001. “Monthly Seasonal Variations: Asian Tourism to Australia.” Annals of Tourism Research 28 (1): 68–82. doi:10.1016/S0160-7383(00)00002-5.
  • Narayan, P. K. 2003. “Tourism Demand Modelling: Some Issues regarding Unit Roots, Cointegration and Diagnostic Tests.” International Journal of Tourism Research 5 (5): 369–380. doi:10.1002/jtr.440.
  • Narayan, P. K. 2005a. “Testing the Unit Root Hypothesis When the Alternative Is a Trend Break Stationary Process: An Application to Tourist Arrivals in Fiji.” Tourism Economics 11: 3. doi:10.5367/000000005774352971.
  • Narayan, P. K. 2005b. “The Structure of Tourist Expenditure in Fiji: Evidence from Unit Root Structural Break Tests.” Applied Economics 27 (10): 1157–1161. doi:10.1080/00036840500109373.
  • Nejad, S. A. H. S., and A. Tularam. 2010. “Modeling Tourist Arrivals in Destination Countries: An Application to Australian Tourism.” Journal of Mathematics and Statistics 6 (4): 431–441.
  • Nowman, K. B., and S. Van Dellen. 2012. “Forecasting Overseas Visitors into the United Kingdom Using Continuous Time and Autoregressive Fractional Integrated Moving Average Models with Discrete Data.” Tourism Economics 18 (4): 835–844. doi:10.5367/te.2012.0144.
  • Park, S., N. Yaduma, A. Lockwood, and A. Williams. 2016. “Demand Fluctuations, Labour Flexibility and Productivity.” Annals of Tourism Research 59: 93–112. doi:10.1016/j.annals.2016.04.006.
  • Perez-Rodriguez, J. V., and M. Santana-Gallego. 2020. “Modelling Tourism Receipts and Associated Risks, Using Long-range Dependence Models.” Tourism Economics, forthcoming 26 70–96. doi:10.1177/1354816619828170.
  • Perles-Ribes, J. F., A. B. Ramón-Rodriguez, A. Rubia-Serrano, and L. Moreno-Izquierdo. 2016. “Economic Crisis and Tourism Competitiveness in Spain. Permanent Effects or Transitory Effects.” Current Issues in Tourism 19 (12): 1210–1234. doi:10.1080/13683500.2013.849666.
  • Poprawe, M. 2015. “A Panel Data Analysis of the Effect of Corruption on Tourism.” Applied Economics 47 (23): 2399–2412. doi:10.1080/00036846.2015.1005874.
  • Robinson, P. M. 1994. “Efficient Tests of Nonstationary Hypotheses.” Journal of the American Statistical Association 89: 1420–1437. doi:10.1080/01621459.1994.10476881.
  • Roselló-Nadal, J. R., A. Riera-Font, and A. Sansó-Rosselló. 2004. “The Economic Determinants of Seasonal Patterns.” Annals of Tourism Research 31 (3): 697–711. doi:10.1016/j.annals.2004.02.001.
  • Rosselló-Nadal, J., and H. E. Jianan. 2020. “Tourist Arrivals versus Tourist Expenditures in Modelling Tourism Demand.” Tourism Economics, forthcoming.  doi:10.1177/1354816619867810
  • Saito, H., and J. Romão. 2018. “Seasonality and Regional Productivity in the Spanish Accommodation Sector.” Tourism Management 69: 180–188. doi:10.1016/j.tourman.2018.06.005.
  • Saleh, A., R. Ihalanayake, and R. Verma. 2011. “Do External Shocks Have a Permanent or a Transitory Effect on Thailand’s Tourism Industry?” Tourism Analysis 16 (4): 483–491. doi:10.3727/108354211X13149079789098.
  • Shareef, R., and M. McAleer. 2007. “Modelling the Uncertainty in Monthly International Tourist Arrivals to the Maldives.” Tourism Management 28 (1): 23–45. doi:10.1016/j.tourman.2005.07.018.
  • Shen, S., G. Li, and H. Song. 2009. “Effect of Seasonality Treatment on the Forecasting Performance of Tourism Demand Model.” Tourism Economics 15 (4): 693–708. doi:10.5367/000000009789955116.
  • Song, H., and G. Li. 2008. “Tourism Demand Modelling and forecasting—A Review of Recent Research.” Tourism Management 29 (2): 203–220. doi:10.1016/j.tourman.2007.07.016.
  • Song, H., R. T. Qiu, and J. Park. 2019. “A Review of Research on Tourism Demand Forecasting.” Annals of Tourism Research 75: 338–362. doi:10.1016/j.annals.2018.12.001.
  • Tan, S.-H., and S. K. Tan. 2014. “Are Shocks to Singapore’s Tourist Arrivals Permanent or Transitory? An Application of Stationarity Test with Structural Breaks.” Current Issues in Tourism Letters 17: 6.
  • Tang, C. F. 2011. “Old Wine in New Bottles: Are Malaysia’s Tourism Markets Converging?” Asia Pacific Journal of Tourism Research 16 (3): 263–272. doi:10.1080/10941665.2011.572661.
  • Tung, V. W. S., P. Lin, H. Q. Zhang, and A. Zhao. 2017. “A Framework of Memory Management and Tourism Experiences.” Journal of Travel and Tourism Marketing 34: 7. doi:10.1080/10548408.2016.1260521.
  • UNWTO. 2014. UNWTO Tourism Highlights (2014 Edition). Madrid: UNWTO.
  • Vergori, A. S. 2012. “Forecasting Tourism Demand: The Role of Seasonality.” Tourism Economics 18 (5): 915–930. doi:10.5367/te.2012.0153.
  • Visit Britain. 2015. “First-time and Repeat Visit to Britain.” Foresight, Issue 149. Accessed 16 April 2019. https://www.visitbritain.org/sites/default/files/vb-corporate/Documents-Library/documents/foresight_149_-_frequency_of_inbound_tourism_to_britain_feb2017.pdf

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