IDEAS home Printed from https://ideas.repec.org/a/eee/anture/v81y2020ics0160738320300396.html
   My bibliography  Save this article

Methodological framework for producing national tourism statistics from mobile positioning data

Author

Listed:
  • Saluveer, Erki
  • Raun, Janika
  • Tiru, Margus
  • Altin, Laura
  • Kroon, Jaanus
  • Snitsarenko, Tarass
  • Aasa, Anto
  • Silm, Siiri

Abstract

Due to the ongoing increase in daily mobility, reductions in border controls, and new trends in tourism, it is important to find new ways to record comprehensively the growing number of tourists. This paper describes a method of extracting cross-border statistics on tourism from roaming call activities found within passive mobile positioning data. Eesti Pank (the central bank of Estonia) has been using these data and methodology since 2008 to calculate the national balance of payments and publish tourism statistics. Statistics obtained from mobile positioning data are herein compared with statistics on accommodation. Results indicate that positioning data enables the generation of detailed statistics on tourism, and for inbound visits, there is a strong correlation with official statistics on accommodation.

Suggested Citation

  • Saluveer, Erki & Raun, Janika & Tiru, Margus & Altin, Laura & Kroon, Jaanus & Snitsarenko, Tarass & Aasa, Anto & Silm, Siiri, 2020. "Methodological framework for producing national tourism statistics from mobile positioning data," Annals of Tourism Research, Elsevier, vol. 81(C).
    • Handle: RePEc:eee:anture:v:81:y:2020:i:c:s0160738320300396
    DOI: 10.1016/j.annals.2020.102895
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0160738320300396
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.annals.2020.102895?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. Siiri Silm & Rein Ahas, 2014. "Ethnic Differences in Activity Spaces: A Study of Out-of-Home Nonemployment Activities with Mobile Phone Data," Annals of the American Association of Geographers, Taylor & Francis Journals, vol. 104(3), pages 542-559, May.
    2. Backer, Elisa, 2012. "VFR travel: It is underestimated," Tourism Management, Elsevier, vol. 33(1), pages 74-79.
    3. Raun, Janika & Ahas, Rein & Tiru, Margus, 2016. "Measuring tourism destinations using mobile tracking data," Tourism Management, Elsevier, vol. 57(C), pages 202-212.
    4. De Cantis, Stefano & Parroco, Anna Maria & Ferrante, Mauro & Vaccina, Franco, 2015. "Unobserved tourism," Annals of Tourism Research, Elsevier, vol. 50(C), pages 1-18.
    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. Dallen J. Timothy & Gábor Michalkó & Anna Irimiás, 2022. "Unconventional Tourist Mobility: A Geography-Oriented Theoretical Framework," Sustainability, MDPI, vol. 14(11), pages 1-12, May.
    2. Yu, Ling & Zhao, Pengjun & Tang, Junqing & Pang, Liang, 2023. "Changes in tourist mobility after COVID-19 outbreaks," Annals of Tourism Research, Elsevier, vol. 98(C).
    3. Tarmo Kalvet & Maarja Olesk & Marek Tiits & Janika Raun, 2020. "Innovative Tools for Tourism and Cultural Tourism Impact Assessment," Sustainability, MDPI, vol. 12(18), pages 1-30, September.
    4. Zbucki Łukasz, 2022. "Variability of mobile phone network logins in the Białowieża National Park during the 2019 and 2020 summer holiday periods in the context of the COVID-19 pandemic," Miscellanea Geographica. Regional Studies on Development, Sciendo, vol. 26(4), pages 169-177, October.
    5. Zoltán Kovács & György Vida & Ábel Elekes & Tamás Kovalcsik, 2021. "Combining Social Media and Mobile Positioning Data in the Analysis of Tourist Flows: A Case Study from Szeged, Hungary," Sustainability, MDPI, vol. 13(5), pages 1-15, March.
    6. Veronika Mooses & Siiri Silm & Tiit Tammaru & Erki Saluveer, 2020. "An ethno-linguistic dimension in transnational activity space measured with mobile phone data," Palgrave Communications, Palgrave Macmillan, vol. 7(1), pages 1-13, December.
    7. Siiri Silm & Veronika Mooses & Anniki Puura & Anu Masso & Ago Tominga & Erki Saluveer, 2021. "The Relationship between Ethno-Linguistic Composition of Social Networks and Activity Space: A Study Using Mobile Phone Data," Social Inclusion, Cogitatio Press, vol. 9(2), pages 192-207.
    8. Judita Peterlin & Maja Meško & Vlado Dimovski & Vasja Roblek, 2021. "Automated content analysis: The review of the big data systemic discourse in tourism and hospitality," Systems Research and Behavioral Science, Wiley Blackwell, vol. 38(3), pages 377-385, May.
    9. José Ruiz-Meza & Jairo R. Montoya-Torres, 2021. "Tourist trip design with heterogeneous preferences, transport mode selection and environmental considerations," Annals of Operations Research, Springer, vol. 305(1), pages 227-249, October.
    10. Kobe Boussauw & Jean-Michel Decroly, 2021. "Territorializing International Travel Emissions: Geography and Magnitude of the Hidden Climate Footprint of Brussels," Urban Planning, Cogitatio Press, vol. 6(2), pages 285-298.
    11. Karasov, Oleksandr & Heremans, Stien & Külvik, Mart & Domnich, Artem & Burdun, Iuliia & Kull, Ain & Helm, Aveliina & Uuemaa, Evelyn, 2022. "Beyond land cover: How integrated remote sensing and social media data analysis facilitates assessment of cultural ecosystem services," Ecosystem Services, Elsevier, vol. 53(C).

    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. Veronika Mooses & Siiri Silm & Tiit Tammaru & Erki Saluveer, 2020. "An ethno-linguistic dimension in transnational activity space measured with mobile phone data," Palgrave Communications, Palgrave Macmillan, vol. 7(1), pages 1-13, December.
    2. Tarmo Kalvet & Maarja Olesk & Marek Tiits & Janika Raun, 2020. "Innovative Tools for Tourism and Cultural Tourism Impact Assessment," Sustainability, MDPI, vol. 12(18), pages 1-30, September.
    3. Parroco, Anna Maria & Vaccina, Franco & De Cantis, Stefano & Ferrante, Mauro, 2012. "Multi-destination trips and tourism statistics: Empirical evidences in Sicily," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 6, pages 1-27.
    4. Yamilé Pérez Guilarte & Daniel Barreiro Quintáns, 2019. "Using Big Data to Measure Tourist Sustainability: Myth or Reality?," Sustainability, MDPI, vol. 11(20), pages 1-19, October.
    5. Marina Toger & Karima Kourtit & Peter Nijkamp & John Östh, 2021. "Mobility during the COVID-19 Pandemic: A Data-Driven Time-Geographic Analysis of Health-Induced Mobility Changes," Sustainability, MDPI, vol. 13(7), pages 1-21, April.
    6. Duan, Zhengyu & Zhao, Haoran & Li, Zhenming, 2023. "Non-linear effects of built environment and socio-demographics on activity space," Journal of Transport Geography, Elsevier, vol. 111(C).
    7. Tosporn Arreeras & Mikiharu Arimura & Takumi Asada & Saharat Arreeras, 2019. "Association Rule Mining Tourist-Attractive Destinations for the Sustainable Development of a Large Tourism Area in Hokkaido Using Wi-Fi Tracking Data," Sustainability, MDPI, vol. 11(14), pages 1-17, July.
    8. Olle Järv & Kerli Müürisepp & Rein Ahas & Ben Derudder & Frank Witlox, 2015. "Ethnic differences in activity spaces as a characteristic of segregation: A study based on mobile phone usage in Tallinn, Estonia," Urban Studies, Urban Studies Journal Limited, vol. 52(14), pages 2680-2698, November.
    9. Dobruszkes, Frédéric & Mondou, Véronique & Ghedira, Aymen, 2016. "Assessing the impacts of aviation liberalisation on tourism: Some methodological considerations derived from the Moroccan and Tunisian cases," Journal of Transport Geography, Elsevier, vol. 50(C), pages 115-127.
    10. Carla Massidda & Ivan Etzo & Romano Piras, 2015. "Migration and inbound tourism: an Italian perspective," Current Issues in Tourism, Taylor & Francis Journals, vol. 18(12), pages 1152-1171, December.
    11. Fourie, Johan & Santana-Gallego, María, 2013. "Ethnic reunion and cultural affinity," Tourism Management, Elsevier, vol. 36(C), pages 411-420.
    12. Purva Grover & Arpan Kumar Kar, 2017. "Big Data Analytics: A Review on Theoretical Contributions and Tools Used in Literature," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 18(3), pages 203-229, September.
    13. Anne Hardy & Sarah Hyslop & Kate Booth & Brady Robards & Jagannath Aryal & Ulrike Gretzel & Richard Eccleston, 2017. "Tracking tourists’ travel with smartphone-based GPS technology: a methodological discussion," Information Technology & Tourism, Springer, vol. 17(3), pages 255-274, September.
    14. Yang Yang & Jin-Hoo Kim, 2022. "An Exploration of the Contingency Influence on Chinese Customers’ Selection of Online Hotel Reservation Channels," SAGE Open, , vol. 12(3), pages 21582440221, August.
    15. Davide Provenzano, 2020. "The migration–tourism nexus in the EU28," Tourism Economics, , vol. 26(8), pages 1374-1393, December.
    16. Zhang, Xiaowei & Yang, Yang & Zhang, Yi & Zhang, Zili, 2020. "Designing tourist experiences amidst air pollution: A spatial analytical approach using social media," Annals of Tourism Research, Elsevier, vol. 84(C).
    17. Backer, Elisa & Leisch, Friedrich & Dolnicar, Sara, 2017. "Visiting friends or relatives?," Tourism Management, Elsevier, vol. 60(C), pages 56-64.
    18. Farber, Steven & O'Kelly, Morton & Miller, Harvey J. & Neutens, Tijs, 2015. "Measuring segregation using patterns of daily travel behavior: A social interaction based model of exposure," Journal of Transport Geography, Elsevier, vol. 49(C), pages 26-38.
    19. Zhang, Yanji & Wang, Jiejing & Kan, Changcheng, 2022. "Temporal variation in activity-space-based segregation: A case study of Beijing using location-based service data," Journal of Transport Geography, Elsevier, vol. 98(C).
    20. Lina Hedman & Kati Kadarik & Roger Andersson & John Östh, 2021. "Daily Mobility Patterns: Reducing or Reproducing Inequalities and Segregation?," Social Inclusion, Cogitatio Press, vol. 9(2), pages 208-221.

    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:anture:v:81:y:2020:i:c:s0160738320300396. 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.journals.elsevier.com/annals-of-tourism-research/ .

    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.