IDEAS home Printed from https://ideas.repec.org/a/eee/ecmode/v113y2022ics0264999322001389.html
   My bibliography  Save this article

The economic impact of global uncertainty and security threats on international tourism

Author

Listed:
  • Manrique-de-Lara-Peñate, Casiano
  • Santana Gallego, María
  • Valle, Elisabeth Valle

Abstract

Uncertainty and safety issues limit the expansion of the tourism sector. Previous literature has explored the impact of security problems on tourist flows, especially terrorism. However, the difficulty of measuring tourism in monetary terms has limited the ability to evaluate the economic costs of security and uncertainty. This paper brings together a worldwide gravity model for international tourist arrivals from 1995 to 2016 and an inter-country input-output model for estimating the economic impact of terrorism, corruption and economic policy uncertainty in monetary terms. The research provides estimates of variations in tourist arrivals and value added under different scenarios, ranging from total security to maximum insecurity and uncertainty values at country and regional levels. Results show that the value added generated by tourism would increase by 14.3% if uncertainty and insecurity in each of the countries fell to their minimum level, and would decrease by 17.5% if they increased to their maximum level.

Suggested Citation

  • Manrique-de-Lara-Peñate, Casiano & Santana Gallego, María & Valle, Elisabeth Valle, 2022. "The economic impact of global uncertainty and security threats on international tourism," Economic Modelling, Elsevier, vol. 113(C).
  • Handle: RePEc:eee:ecmode:v:113:y:2022:i:c:s0264999322001389
    DOI: 10.1016/j.econmod.2022.105892
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0264999322001389
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.econmod.2022.105892?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Raza, Syed Ali & Jawaid, Syed Tehseen, 2013. "Terrorism and tourism: A conjunction and ramification in Pakistan," Economic Modelling, Elsevier, vol. 33(C), pages 65-70.
    2. Devashish Mitra & Cong S. Pham & Subhayu Bandyopadhyay, 2018. "Terrorism and international air travel: A gravity approach," The World Economy, Wiley Blackwell, vol. 41(11), pages 2852-2882, November.
    3. Benedikt Heid & Mario Larch & Yoto V. Yotov, 2021. "Estimating the effects of non‐discriminatory trade policies within structural gravity models," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 54(1), pages 376-409, February.
    4. Bolea, Lucía & Duarte, Rosa & Hewings, Geoffrey J.D. & Sánchez-Chóliz, Julio, 2021. "Disintegration scenarios in the European Union: A case study of Eastern European economies," Economic Modelling, Elsevier, vol. 95(C), pages 1-12.
    5. Jayoti Das & Cassandra Dirienzo, 2010. "Tourism Competitiveness and Corruption: A Cross-Country Analysis," Tourism Economics, , vol. 16(3), pages 477-492, September.
    6. Luiz Carlos De Santana Ribeiro & Emerson Olivier Vieira Da Silva & José Roberto De Lima Andrade & Kênia Barreiro De Souza, 2017. "Tourism and regional development in the Brazilian Northeast," Tourism Economics, , vol. 23(3), pages 717-727, May.
    7. Clemente Polo & Elisabeth Vaile, 2012. "Input Output and SAM Models," Chapters, in: Larry Dwyer & Alison Gill & Neelu Seetaram (ed.), Handbook of Research Methods in Tourism, chapter 12, Edward Elgar Publishing.
    8. Arnold Tukker & Arjan de Koning & Richard Wood & Troy Hawkins & Stephan Lutter & Jose Acosta & Jose M. Rueda Cantuche & Maaike Bouwmeester & Jan Oosterhaven & Thomas Drosdowski & Jeroen Kuenen, 2013. "Exiopol - Development And Illustrative Analyses Of A Detailed Global Mr Ee Sut/Iot," Economic Systems Research, Taylor & Francis Journals, vol. 25(1), pages 50-70, March.
    9. Scott R. Baker & Nicholas Bloom & Steven J. Davis, 2016. "Measuring Economic Policy Uncertainty," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(4), pages 1593-1636.
    10. Jeroen Klijs & Meghann Ormond & Tomas Mainil & Jack Peerlings & Wim Heijman, 2016. "A state-level analysis of the economic impacts of medical tourism in Malaysia," Asian-Pacific Economic Literature, The Crawford School, The Australian National University, vol. 30(1), pages 3-29, May.
    11. Santos Silva, J.M.C. & Tenreyro, Silvana, 2010. "On the existence of the maximum likelihood estimates in Poisson regression," Economics Letters, Elsevier, vol. 107(2), pages 310-312, May.
    12. Walter Enders & Todd Sandler & Gerald F. Parise, 1992. "An Econometric Analysis of the Impact of Terrorism on Tourism," Kyklos, Wiley Blackwell, vol. 45(4), pages 531-554, November.
    13. Egger, Peter H. & Nigai, Sergey, 2015. "Structural gravity with dummies only: Constrained ANOVA-type estimation of gravity models," Journal of International Economics, Elsevier, vol. 97(1), pages 86-99.
    14. Mete Feridun, 2011. "Impact of terrorism on tourism in Turkey: empirical evidence from Turkey," Applied Economics, Taylor & Francis Journals, vol. 43(24), pages 3349-3354.
    15. Eric Neumayer & Thomas Plümper, 2016. "Spatial spill-overs from terrorism on tourism: Western victims in Islamic destination countries," Public Choice, Springer, vol. 169(3), pages 195-206, December.
    16. Yoto V. Yotov, 2022. "On the role of domestic trade flows for estimating the gravity model of trade," Contemporary Economic Policy, Western Economic Association International, vol. 40(3), pages 526-540, July.
    17. Marcel P. Timmer & Erik Dietzenbacher & Bart Los & Robert Stehrer & Gaaitzen J. Vries, 2015. "An Illustrated User Guide to the World Input–Output Database: the Case of Global Automotive Production," Review of International Economics, Wiley Blackwell, vol. 23(3), pages 575-605, August.
    18. Pedro Pintassilgo & Jaume Rosselló & Maria Santana-Gallego & Elisabeth Valle, 2016. "The economic dimension of climate change impacts on tourism," Tourism Economics, , vol. 22(4), pages 685-698, August.
    19. De Vita, Glauco, 2014. "The long-run impact of exchange rate regimes on international tourism flows," Tourism Management, Elsevier, vol. 45(C), pages 226-233.
    20. Morley, Clive & Rosselló, Jaume & Santana-Gallego, Maria, 2014. "Gravity models for tourism demand: theory and use," Annals of Tourism Research, Elsevier, vol. 48(C), pages 1-10.
    21. Maaike Bouwmeester & Jan Oosterhaven, 2013. "Specification and Aggregation Errors in Environmentally Extended Input–Output Models," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 56(3), pages 307-335, November.
    22. Maria Santana-Gallego & Jordi Paniagua, 2022. "Tourism and migration: Identifying the channels with gravity models," Tourism Economics, , vol. 28(2), pages 394-417, March.
    23. James E. Anderson, 2011. "The Gravity Model," Annual Review of Economics, Annual Reviews, vol. 3(1), pages 133-160, September.
    24. Manfred Lenzen & Daniel Moran & Keiichiro Kanemoto & Arne Geschke, 2013. "Building Eora: A Global Multi-Region Input-Output Database At High Country And Sector Resolution," Economic Systems Research, Taylor & Francis Journals, vol. 25(1), pages 20-49, March.
    25. Egger, Peter & Nigai, Sergey, 2015. "Structural Gravity with Dummies Only," CEPR Discussion Papers 10427, C.E.P.R. Discussion Papers.
    26. repec:bla:kyklos:v:45:y:1992:i:4:p:531-54 is not listed on IDEAS
    27. Rafael Llorca-Vivero, 2008. "Terrorism And International Tourism: New Evidence," Defence and Peace Economics, Taylor & Francis Journals, vol. 19(2), pages 169-188.
    28. Demir, Ender & Gozgor, Giray, 2018. "Does economic policy uncertainty affect Tourism?," Annals of Tourism Research, Elsevier, vol. 69(C), pages 15-17.
    29. Fan, Xiao-mei & Liu, Hong-guang, 2021. "Global supply chain shifting: A macro sense of production relocation based on multi-regional input-output table," Economic Modelling, Elsevier, vol. 94(C), pages 672-680.
    30. Angel Aguiar & Maksym Chepeliev & Erwin L. Corong & Robert McDougall & Dominique van der Mensbrugghe, 2019. "The GTAP Data Base: Version 10," Journal of Global Economic Analysis, Center for Global Trade Analysis, Department of Agricultural Economics, Purdue University, vol. 4(1), pages 1-27, June.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Rosselló, Jaume & Santana-Gallego, María, 2024. "The effect of visa types on international tourism," Economic Modelling, Elsevier, vol. 137(C).
    2. Osorio, Pilar & Cadarso, María-Ángeles & Tobarra, María-Ángeles & García-Alaminos, Ángela, 2023. "Carbon footprint of tourism in Spain: Covid-19 impact and a look forward to recovery," Structural Change and Economic Dynamics, Elsevier, vol. 65(C), pages 303-318.
    3. Adediran, Idris A. & Swaray, Raymond, 2023. "Carbon trading amidst global uncertainty: The role of policy and geopolitical uncertainty," Economic Modelling, Elsevier, vol. 123(C).
    4. Xiaoyuan Zhang & Xiankai Huang & Jinlian Shi & Yaomin Zheng & Jiahong Wang, 2024. "Connections and Spatial Network Structure of the Tourism Economy in Beijing–Tianjin–Hebei: A Social Network Perspective," Land, MDPI, vol. 13(10), pages 1-20, October.
    5. Cordelia Onyinyechi Omodero, 2024. "Social Factors Associated with Insecurity in Nigerian Society," Societies, MDPI, vol. 14(6), pages 1-13, May.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Jaume Rosselló Nadal & María Santana Gallego, 2022. "Gravity models for tourism demand modeling: Empirical review and outlook," Journal of Economic Surveys, Wiley Blackwell, vol. 36(5), pages 1358-1409, December.
    2. Rosselló-Nadal, Jaume & Santana-Gallego, María, 2024. "Toward a smaller world. The distance puzzle and international border for tourism," Journal of Transport Geography, Elsevier, vol. 115(C).
    3. Delgadillo Chavarria, Carlos Bruno, 2019. "El Efecto de la Mediterraneidad sobre el Flujo Comercial Internacional: Evidencia Empírica Internacional y para América del Sur (1990-2016) [The Effect of Landlocked Country Status on International," MPRA Paper 96294, University Library of Munich, Germany, revised 10 Sep 2019.
    4. Delgadillo Chavarria, Carlos Bruno, 2019. "El Efecto de la Mediterraneidad sobre el Flujo Comercial Internacional: Evidencia Empírica Internacional y para América del Sur (1990-2016) [The Effect of Landlocked Country Status on International," MPRA Paper 96093, University Library of Munich, Germany, revised 10 Sep 2019.
    5. Ahmed Muhamad Omer & Mehmet Yeşiltaş, 2020. "“Modeling the impact of wars and terrorism on tourism demand in Kurdistan region of Iraq”," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 19(3), pages 301-322, September.
    6. Christos Kollias & Stephanos Papadamou, 2019. "Peace And Tourism: A Nexus? Evidence From Developed And Developing Countries," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 64(02), pages 323-339, March.
    7. Recep Ulucak & Ali Gökhan Yücel & Salih Çağrı İlkay, 2020. "Dynamics of tourism demand in Turkey: Panel data analysis using gravity model," Tourism Economics, , vol. 26(8), pages 1394-1414, December.
    8. Igor Drapkin & Savin Ivan & Zverev Ilya, 2024. "Revisiting the Effect of Hosting Large-Scale Sport Events on International Tourist Inflows," Journal of Sports Economics, , vol. 25(1), pages 98-125, January.
    9. Seabra, Claudia & Reis, Pedro & Abrantes, José Luís, 2020. "The influence of terrorism in tourism arrivals: A longitudinal approach in a Mediterranean country," Annals of Tourism Research, Elsevier, vol. 80(C).
    10. Fernández-Amador, Octavio & Francois, Joseph F. & Oberdabernig, Doris A. & Tomberger, Patrick, 2023. "Energy footprints and the international trade network: A new dataset. Is the European Union doing it better?," Ecological Economics, Elsevier, vol. 204(PA).
    11. Anderson, James E. & Yotov, Yoto V., 2020. "Short run gravity," Journal of International Economics, Elsevier, vol. 126(C).
    12. María Santana-Gallego & Johan Fourie, 2022. "Tourism falls apart: How insecurity affects African tourism," Tourism Economics, , vol. 28(4), pages 995-1008, June.
    13. Julia Spornberger, 2022. "EU integration and structural gravity: A comprehensive quantification of the border effect on trade," Review of International Economics, Wiley Blackwell, vol. 30(4), pages 915-938, September.
    14. Jingwen Huo & Peipei Chen & Klaus Hubacek & Heran Zheng & Jing Meng & Dabo Guan, 2022. "Full‐scale, near real‐time multi‐regional input–output table for the global emerging economies (EMERGING)," Journal of Industrial Ecology, Yale University, vol. 26(4), pages 1218-1232, August.
    15. Eric Neumayer & Thomas Plümper, 2016. "Spatial spill-overs from terrorism on tourism: Western victims in Islamic destination countries," Public Choice, Springer, vol. 169(3), pages 195-206, December.
    16. Mario Larch & Serge Shikher & Constantinos Syropoulos & Yoto V. Yotov, 2022. "Quantifying the impact of economic sanctions on international trade in the energy and mining sectors," Economic Inquiry, Western Economic Association International, vol. 60(3), pages 1038-1063, July.
    17. Mulabdic, Alen & Rotunno, Lorenzo, 2022. "Trade barriers in government procurement," European Economic Review, Elsevier, vol. 148(C).
    18. José A. Camacho & Lucas Silva Almeida & Mercedes Rodríguez & Jesús Molina, 2022. "Domestic versus foreign energy use: an analysis for four European countries," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(4), pages 4602-4622, April.
    19. Julio A. Afonso-Rodríguez & María Santana-Gallego, 2018. "Is Spain benefiting from the Arab Spring? On the impact of terrorism on a tourist competitor country," Quality & Quantity: International Journal of Methodology, Springer, vol. 52(3), pages 1371-1408, May.
    20. Paniagua, Jordi & Peiró-Palomino, Jesús & Santana-Gallego, María, 2022. "Does happiness drive tourism decisions?," Economic Modelling, Elsevier, vol. 111(C).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:ecmode:v:113:y:2022:i:c:s0264999322001389. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/30411 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.