Impacts of seasonal patterns of climate on recurrent fluctuations in tourism demand: Evidence from Aruba

Jorge Ridderstaat*, Marck Oduber, Robertico Croes, Peter Nijkamp, Pim Martens

*Corresponding author for this work

Research output: Contribution to journalArticleProfessional


This study estimates the effect of seasonal patterns of pull and push climate elements (rainfall, temperature, wind, and cloud coverage) on recurrent fluctuations in tourism demand from the United States (USA) and Venezuela to Aruba. The seasonal patterns were first isolated from the series using the Census X-12 decomposition method, after which the analysis included panel data unit root testing, panel data regression, and Euclidean distance calculation. The results show that both pull and push seasonal factors of climate were relevant in determining the seasonal variations in tourism demand from both countries. The study derives two theoretical propositions: (1) climate is a significant push and pull factor affecting tourism demand; and (2) tourism demand and climate are bounded by intertemporal climate constraints.
Original languageEnglish
Pages (from-to)245-256
JournalTourism Management
Publication statusPublished - Apr 2014


  • Seasonality
  • Tourism demand
  • Climate
  • Panel regression
  • Small island
  • Aruba

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