Forecasting tourist arrivals using origin country macroeconomics
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DOI: 10.1080/00036846.2015.1125434
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- Chatziantoniou, Ioannis & Degiannakis, Stavros & Eeckels, Bruno & Filis, George, 2015. "Forecasting Tourist Arrivals Using Origin Country Macroeconomics," MPRA Paper 68062, University Library of Munich, Germany.
References listed on IDEAS
- Juan Gabriel Brida & Wiston Adrián Risso, 2011. "Research Note: Tourism Demand Forecasting with SARIMA Models – the Case of South Tyrol," Tourism Economics, , vol. 17(1), pages 209-221, February.
- Pástor, Ľuboš & Veronesi, Pietro, 2013.
"Political uncertainty and risk premia,"
Journal of Financial Economics, Elsevier, vol. 110(3), pages 520-545.
- Lubos Pastor & Pietro Veronesi, 2011. "Political Uncertainty and Risk Premia," NBER Working Papers 17464, National Bureau of Economic Research, Inc.
- Veronesi, Pietro & Pástor, Luboš, 2011. "Political Uncertainty and Risk Premia," CEPR Discussion Papers 8601, C.E.P.R. Discussion Papers.
- Kang, Wensheng & Ratti, Ronald A., 2013.
"Structural oil price shocks and policy uncertainty,"
Economic Modelling, Elsevier, vol. 35(C), pages 314-319.
- Kang, Wensheng & Ratti, Ronald A., 2013. "Structural oil price shocks and policy uncertainty," MPRA Paper 49007, University Library of Munich, Germany.
- Kim, Hong-bumm & Park, Jung-Ho & Lee, Seul Ki & Jang, SooCheong (Shawn), 2012. "Do expectations of future wealth increase outbound tourism? Evidence from Korea," Tourism Management, Elsevier, vol. 33(5), pages 1141-1147.
- Colombo, Valentina, 2013.
"Economic policy uncertainty in the US: Does it matter for the Euro area?,"
Economics Letters, Elsevier, vol. 121(1), pages 39-42.
- Valentina Colombo, 2013. "Economic policy uncertainty in the US: Does it matter for the Euro Area?," "Marco Fanno" Working Papers 0160, Dipartimento di Scienze Economiche "Marco Fanno".
- Hadavandi, Esmaeil & Ghanbari, Arash & Shahanaghi, Kamran & Abbasian-Naghneh, Salman, 2011. "Tourist arrival forecasting by evolutionary fuzzy systems," Tourism Management, Elsevier, vol. 32(5), pages 1196-1203.
- Sydney C. Ludvigson, 2004. "Consumer Confidence and Consumer Spending," Journal of Economic Perspectives, American Economic Association, vol. 18(2), pages 29-50, Spring.
- Song, Haiyan & Witt, Stephen F. & Jensen, Thomas C., 2003. "Tourism forecasting: accuracy of alternative econometric models," International Journal of Forecasting, Elsevier, vol. 19(1), pages 123-141.
- Helmut Lütkepohl & Fang Xu, 2012.
"The role of the log transformation in forecasting economic variables,"
Empirical Economics, Springer, vol. 42(3), pages 619-638, June.
- Helmut Lütkepohl & Fang Xu, 2009. "The Role of the Log Transformation in Forecasting Economic Variables," CESifo Working Paper Series 2591, CESifo.
- Hylleberg, S. & Engle, R. F. & Granger, C. W. J. & Yoo, B. S., 1990.
"Seasonal integration and cointegration,"
Journal of Econometrics, Elsevier, vol. 44(1-2), pages 215-238.
- Hylleberg, S. & Engle, R.F. & Granger, C.W.J. & Yoo, B.S., 1988. "Seasonal, Integration And Cointegration," Papers 6-88-2, Pennsylvania State - Department of Economics.
- Hyllerberg, S. & Engle, R.F. & Granger, C.W.J. & Yoo, B.S., 1988. "Seasonal Integration And Cointegration," Papers 0-88-2, Pennsylvania State - Department of Economics.
- Newey, Whitney & West, Kenneth, 2014.
"A simple, positive semi-definite, heteroscedasticity and autocorrelation consistent covariance matrix,"
Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 33(1), pages 125-132.
- Newey, Whitney K & West, Kenneth D, 1987. "A Simple, Positive Semi-definite, Heteroskedasticity and Autocorrelation Consistent Covariance Matrix," Econometrica, Econometric Society, vol. 55(3), pages 703-708, May.
- Whitney K. Newey & Kenneth D. West, 1986. "A Simple, Positive Semi-Definite, Heteroskedasticity and AutocorrelationConsistent Covariance Matrix," NBER Technical Working Papers 0055, National Bureau of Economic Research, Inc.
- Karl Taylor & Robert McNabb, 2007.
"Business Cycles and the Role of Confidence: Evidence for Europe,"
Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 69(2), pages 185-208, April.
- Bob McNabb & Karl Taylor, 2002. "Business Cycles and the Role of Confidence: Evidence from Europe," Discussion Papers in Economics 02/3, Division of Economics, School of Business, University of Leicester.
- Wang, Yu Shan, 2014. "Effects of budgetary constraints on international tourism expenditures," Tourism Management, Elsevier, vol. 41(C), pages 9-18.
- Diebold, Francis X & Mariano, Roberto S, 2002.
"Comparing Predictive Accuracy,"
Journal of Business & Economic Statistics, American Statistical Association, vol. 20(1), pages 134-144, January.
- Diebold, Francis X & Mariano, Roberto S, 1995. "Comparing Predictive Accuracy," Journal of Business & Economic Statistics, American Statistical Association, vol. 13(3), pages 253-263, July.
- Francis X. Diebold & Roberto S. Mariano, 1994. "Comparing Predictive Accuracy," NBER Technical Working Papers 0169, National Bureau of Economic Research, Inc.
- Alegre, Joaquín & Mateo, Sara & Pou, Llorenç, 2010. "An analysis of households' appraisal of their budget constraints for potential participation in tourism," Tourism Management, Elsevier, vol. 31(1), pages 45-56.
- Song, Haiyan & Lin, Shanshan & Witt, Stephen F. & Zhang, Xinyan, 2011. "Impact of financial/economic crisis on demand for hotel rooms in Hong Kong," Tourism Management, Elsevier, vol. 32(1), pages 172-186.
- Antonakakis, Nikolaos & Chatziantoniou, Ioannis & Filis, George, 2013. "Dynamic co-movements of stock market returns, implied volatility and policy uncertainty," Economics Letters, Elsevier, vol. 120(1), pages 87-92.
- Nada Kulendran & Kenneth Wilson, 2000. "Modelling Business Travel," Tourism Economics, , vol. 6(1), pages 47-59, March.
- Lim, Christine & McAleer, Michael & Min, Jennifer C.H., 2009. "ARMAX modelling of international tourism demand," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 79(9), pages 2879-2888.
- Chatziantoniou, Ioannis & Filis, George & Eeckels, Bruno & Apostolakis, Alexandros, 2013. "Oil prices, tourism income and economic growth: A structural VAR approach for European Mediterranean countries," Tourism Management, Elsevier, vol. 36(C), pages 331-341.
- Glauber Eduardo de Oliveira Santos, 2009. "Research Note: Forecasting Tourism Demand by Disaggregated Time Series – Empirical Evidence from Spain," Tourism Economics, , vol. 15(2), pages 467-472, June.
- Bernardina Algieri, 2006. "An Econometric Estimation of the Demand for Tourism: The Case of Russia," Tourism Economics, , vol. 12(1), pages 5-20, March.
- Chang, Kuo-Liang & Chen, Chiang-Ming & Meyer, Timothy J., 2013. "A comparison study of travel expenditure and consumption choices between first-time and repeat visitors," Tourism Management, Elsevier, vol. 35(C), pages 275-277.
- Andrea Saayman & Melville Saayman, 2008. "Determinants of Inbound Tourism to South Africa," Tourism Economics, , vol. 14(1), pages 81-96, March.
Citations
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Cited by:
- Hassani, Hossein & Silva, Emmanuel Sirimal & Antonakakis, Nikolaos & Filis, George & Gupta, Rangan, 2017. "Forecasting accuracy evaluation of tourist arrivals," Annals of Tourism Research, Elsevier, vol. 63(C), pages 112-127.
- Uju Violet Alola & Darya Baeva & Andrew Adewale Alola, 2023. "Determining the (A)symmetric Role of Business–Consumer Confidence in Outward–Inward Tourism in Russia: A Competitiveness Perspective," International Journal of Global Business and Competitiveness, Springer, vol. 18(1), pages 22-34, June.
- Giovanni De Luca & Monica Rosciano, 2020. "Quantile Dependence in Tourism Demand Time Series: Evidence in the Southern Italy Market," Sustainability, MDPI, vol. 12(8), pages 1-18, April.
- Petropoulos, Fotios & Apiletti, Daniele & Assimakopoulos, Vassilios & Babai, Mohamed Zied & Barrow, Devon K. & Ben Taieb, Souhaib & Bergmeir, Christoph & Bessa, Ricardo J. & Bijak, Jakub & Boylan, Joh, 2022.
"Forecasting: theory and practice,"
International Journal of Forecasting, Elsevier, vol. 38(3), pages 705-871.
- Fotios Petropoulos & Daniele Apiletti & Vassilios Assimakopoulos & Mohamed Zied Babai & Devon K. Barrow & Souhaib Ben Taieb & Christoph Bergmeir & Ricardo J. Bessa & Jakub Bijak & John E. Boylan & Jet, 2020. "Forecasting: theory and practice," Papers 2012.03854, arXiv.org, revised Jan 2022.
- Han Liu & Yongjing Wang & Haiyan Song & Ying Liu, 2023. "Measuring tourism demand nowcasting performance using a monotonicity test," Tourism Economics, , vol. 29(5), pages 1302-1327, August.
- Wai Hong Kan Tsui & Faruk Balli & David Tat Wei Tan & Oscar Lau & Mudassar Hasan, 2018. "New Zealand business tourism," Tourism Economics, , vol. 24(4), pages 386-417, June.
- Conrado Diego GarcÃa-Gómez & Ender Demir & Ming-Hsiang Chen & José MarÃa DÃez-Esteban, 2022. "Understanding the effects of economic policy uncertainty on US tourism firms’ performance," Tourism Economics, , vol. 28(5), pages 1174-1192, August.
- Sudeshna Ghosh, 2021. "Business Confidence and Business Tourism in Japan," Journal of International Commerce, Economics and Policy (JICEP), World Scientific Publishing Co. Pte. Ltd., vol. 12(01), pages 1-23, February.
- Xie, Gang & Qian, Yatong & Wang, Shouyang, 2020. "A decomposition-ensemble approach for tourism forecasting," Annals of Tourism Research, Elsevier, vol. 81(C).
- Liu, Ying & Wen, Long & Liu, Han & Song, Haiyan, 2024. "Predicting tourism recovery from COVID-19: A time-varying perspective," Economic Modelling, Elsevier, vol. 135(C).
- Silva, Emmanuel Sirimal & Hassani, Hossein, 2022. "‘Modelling’ UK tourism demand using fashion retail sales," Annals of Tourism Research, Elsevier, vol. 95(C).
- Gizem Uzuner & Sudeshna Ghosh, 2021. "Do pandemics have an asymmetric effect on tourism in Italy?," Quality & Quantity: International Journal of Methodology, Springer, vol. 55(5), pages 1561-1579, October.
- Silva, Emmanuel Sirimal & Ghodsi, Zara & Ghodsi, Mansi & Heravi, Saeed & Hassani, Hossein, 2017. "Cross country relations in European tourist arrivals," Annals of Tourism Research, Elsevier, vol. 63(C), pages 151-168.
- Anastasiou, Dimitris & Drakos, Konstantinos & Kapopoulos, Panayotis, 2022. "Predicting international tourist arrivals in Greece with a novel sector-specific business leading indicator," MPRA Paper 113860, University Library of Munich, Germany.
- Huang-Ping Yen & Po-Chi Chen & Kung-Cheng Ho, 2021. "Analyzing Destination Accessibility From the Perspective of Efficiency Among Tourism Origin Countries," SAGE Open, , vol. 11(2), pages 21582440211, April.
- Chi-Wei Su & Xian-Li Meng & Ran Tao & Muhammad Umar, 2023. "Chinese consumer confidence: A catalyst for the outbound tourism expenditure?," Tourism Economics, , vol. 29(3), pages 696-717, May.
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JEL classification:
- C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes
- C53 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Forecasting and Prediction Models; Simulation Methods
- F19 - International Economics - - Trade - - - Other
- O10 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - General
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