Author
Listed:
- Onur Polat
(Institute of Informatics, Hacettepe University, Beytepe Campus, 06800 Çankaya, Ankara, Turkiye)
- Rangan Gupta
(Department of Economics, University of Pretoria, Private Bag X20, Hatfield 0028, South Africa)
- Oguzhan Cepni
(Center for Economics and Policy Studies, Istinye University, Istanbul, Turkiye; Copenhagen Business School, Porcelaenshaven 16A, Frederiksberg DK-2000, Denmark; Ostim Technical University, Ostim, 100. Yil Blv. 55/F, 06374 Yenimahalle, Ankara, Turkiye; University of Edinburgh Business School, Centre for Business, Climate Change, and Sustainability, 29 Buccleuch Place, Edinburgh EH8 9JS, United Kingdom)
- Elie Bouri
(School of Business, Lebanese American University, Lebanon)
Abstract
This paper analyzes the time-varying persistence of tourism uncertainty and its macroeconomic drivers. The local Whittle estimator is employed on the monthly Tourism Uncertainty Index (TUI) for 43 economies and two global aggregates from November 2002 to February 2025. The results show that tourism uncertainty in most countries exhibits long-memory and mean-reverting features. Rolling estimates reveal a significant upward trend in persistence, with a positive and significant linear trend for 36 of the 43 countries, while only three show a downward trend. To connect the rising persistence to some underlying factors, we use local projections of the growth rate of the time-varying persistence parameter based on structural oil-market shocks, controlling for global economic conditions and supply-chain pressure. Our results indicate that positive shocks to global economic activity, oil-consumption demand, and oil-inventory demand increase persistence, whereas positive oil-supply shocks, corresponding to expanded production and lower crude prices, decrease persistence. Overall, the findings suggest that tourism uncertainty has become structurally more persistent and largely influenced by demand and supply dynamics in the oil market.
Suggested Citation
Onur Polat & Rangan Gupta & Oguzhan Cepni & Elie Bouri, 2026.
"Time-Variation in the Persistence of Tourism Uncertainty: The Role of Decomposed Oil Shocks,"
Working Papers
202623, University of Pretoria, Department of Economics.
Handle:
RePEc:pre:wpaper:202623
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Keywords
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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
- L83 - Industrial Organization - - Industry Studies: Services - - - Sports; Gambling; Restaurants; Recreation; Tourism
- Q43 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Energy and the Macroeconomy
- Z30 - Other Special Topics - - Tourism Economics - - - General
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