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Going the distance? A meta-analysis of the deterring effect of distance in tourism

Author

Listed:
  • Thomas de Graaff

    (Vrije Universiteit Amsterdam and Tinbergen Institute)

  • Elisa Panzera

    (Politecnico di Milano)

  • Henri L. F. de Groot

    (University of Amsterdam and Tinbergen Institute)

Abstract

This meta-analysis summarizes and explains the variation in the deterring effect of distance on tourism flows by analyzing 870 estimates from 139 primary studies utilizing data covering the last 25 years. We find substantial heterogeneity among studies that mostly correlates with (unobserved) study characteristics, estimation methods, and locations of origin and destination. We confirm previous findings that the mean total distance-decay effect, using preferred methods and datastructures, is close to a unit elasticity in absolute value (-0.99). However, when controlling for mediator variables, we find that the direct, physical, distance-decay effect is significantly lower (-0.83). This distance-decay effect is remarkably stable over the last 25 years and reveals a positive relation between distance and the total amount of tourists.

Suggested Citation

  • Thomas de Graaff & Elisa Panzera & Henri L. F. de Groot, 2025. "Going the distance? A meta-analysis of the deterring effect of distance in tourism," Tinbergen Institute Discussion Papers 25-031/VIII, Tinbergen Institute.
  • Handle: RePEc:tin:wpaper:20250031
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    References listed on IDEAS

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    1. Roberto Patuelli & Maurizio Mussoni & Guido Candela, 2016. "The Effects of World Heritage Sites on Domestic Tourism: A Spatial Interaction Model for Italy," Advances in Spatial Science, in: Roberto Patuelli & Giuseppe Arbia (ed.), Spatial Econometric Interaction Modelling, chapter 0, pages 281-315, Springer.
    2. Azmat Gani & Michael D. Clemes, 2017. "The main determinants effecting international visitor arrivals in New Zealand," Tourism Economics, , vol. 23(5), pages 921-940, August.
    3. Elisa Panzera & Thomas de Graaff & Henri L.F. de Groot, 2021. "European cultural heritage and tourism flows: The magnetic role of superstar World Heritage Sites," Papers in Regional Science, Wiley Blackwell, vol. 100(1), pages 101-122, February.
    4. Benjamin Faber & Cecile Gaubert, 2019. "Tourism and Economic Development: Evidence from Mexico's Coastline," American Economic Review, American Economic Association, vol. 109(6), pages 2245-2293, June.
    5. Choukroun, Jean-Marc, 1975. "A general framework for the development of gravity-type trip distribution models," Regional Science and Urban Economics, Elsevier, vol. 5(2), pages 177-202, May.
    6. Marrocu, Emanuela & Paci, Raffaele, 2013. "Different tourists to different destinations. Evidence from spatial interaction models," Tourism Management, Elsevier, vol. 39(C), pages 71-83.
    7. Rachael Meager, 2019. "Understanding the Average Impact of Microcredit Expansions: A Bayesian Hierarchical Analysis of Seven Randomized Experiments," American Economic Journal: Applied Economics, American Economic Association, vol. 11(1), pages 57-91, January.
    8. Sebastian Gechert & Tomas Havranek & Zuzana Irsova & Dominika Kolcunova, 2022. "Measuring Capital-Labor Substitution: The Importance of Method Choices and Publication Bias," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 45, pages 55-82, July.
    9. Kiyong Keum, 2010. "Tourism flows and trade theory: a panel data analysis with the gravity model," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 44(3), pages 541-557, June.
    10. Font, Antoni Riera, 2000. "Mass Tourism and the Demand for Protected Natural Areas: A Travel Cost Approach," Journal of Environmental Economics and Management, Elsevier, vol. 39(1), pages 97-116, January.
    11. Bergstrand, Jeffrey H. & Larch, Mario & Yotov, Yoto V., 2015. "Economic integration agreements, border effects, and distance elasticities in the gravity equation," European Economic Review, Elsevier, vol. 78(C), pages 307-327.
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    JEL classification:

    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes
    • Z32 - Other Special Topics - - Tourism Economics - - - Tourism and Development

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