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Using big data to measure cultural tourism in Europe with unprecedented precision

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Abstract

International tourism statistics are notorious for being over-aggregated, lacking information about the tourist, available with a lag, and often provided only at the annual level. In response to this, we suggest a unique complementary approach that is computer-science driven and relies on big data collected from a leading travel portal. The novel approach enables us to obtain a systematic, consistent, and reliable approximation for tourism flows, and this with unparalleled precision, frequency, and depth of information. Our approach delivers also an unprecedented list of all tourist attractions in a country, along with data on the popularity and quality of these attractions. We provide validity tests of the approach pursued and present one application of the data by illuminating the patterns and changes in travel flows in selected European destinations during and after the Covid-19 pandemic. This project opens a range of new research questions and possibilities for cultural economics, in particular related to cultural heritage and tourism.

Suggested Citation

  • Borowiecki, Karol Jan & Pedersen, Maja U. & Mitchell, Sara Beth, 2023. "Using big data to measure cultural tourism in Europe with unprecedented precision," Discussion Papers on Economics 5/2023, University of Southern Denmark, Department of Economics.
  • Handle: RePEc:hhs:sdueko:2023_005
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    File URL: https://www.sdu.dk/-/media/files/om_sdu/institutter/ivoe/econ/dp5-2023.pdf
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    1. Dina Mayzlin & Yaniv Dover & Judith Chevalier, 2014. "Promotional Reviews: An Empirical Investigation of Online Review Manipulation," American Economic Review, American Economic Association, vol. 104(8), pages 2421-2455, August.
    2. Kock, Florian & Nørfelt, Astrid & Josiassen, Alexander & Assaf, A. George & Tsionas, Mike G., 2020. "Understanding the COVID-19 tourist psyche: The Evolutionary Tourism Paradigm," Annals of Tourism Research, Elsevier, vol. 85(C).
    3. Karol BOROWIECKI & John O’HAGAN, 2012. "Historical Patterns Based on Automatically Extracted Data : The Case of Classical Composers," Historical Social Research (Section 'Cliometrics'), Association Française de Cliométrie (AFC), vol. 37(2), pages 298-314.
    4. Karol Jan Borowiecki & Concetta Castiglione, 2014. "Cultural Participation and Tourism Flows: An Empirical Investigation of Italian Provinces," Tourism Economics, , vol. 20(2), pages 241-262, April.
    5. Martin Thomas Falk & Eva Hagsten & Xiang Lin, 2022. "Domestic tourism demand in the North and the South of Europe in the Covid-19 summer of 2020," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 69(2), pages 537-553, October.
    6. Manfred Lenzen & Ya-Yen Sun & Futu Faturay & Yuan-Peng Ting & Arne Geschke & Arunima Malik, 2018. "The carbon footprint of global tourism," Nature Climate Change, Nature, vol. 8(6), pages 522-528, June.
    7. Beiqi Shi & Jinlin Zhao & Po-Ju Chen, 2017. "Exploring urban tourism crowding in Shanghai via crowdsourcing geospatial data," Current Issues in Tourism, Taylor & Francis Journals, vol. 20(11), pages 1186-1209, August.
    8. Joel Waldfogel, 2020. "Dining out as cultural trade," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 44(2), pages 309-338, June.
    9. Zhang, Ke & Hou, Yuansi & Li, Gang, 2020. "Threat of infectious disease during an outbreak: Influence on tourists' emotional responses to disadvantaged price inequality," Annals of Tourism Research, Elsevier, vol. 84(C).
    10. Bertacchini, Enrico & Revelli, Federico & Zotti, Roberto, 2023. "Lord, how I want to be in that number! On the blessing of UNESCO World Heritage listing," Department of Economics and Statistics Cognetti de Martiis. Working Papers 202304, University of Turin.
    11. Cuccia, Tiziana & Guccio, Calogero & Rizzo, Ilde, 2016. "The effects of UNESCO World Heritage List inscription on tourism destinations performance in Italian regions," Economic Modelling, Elsevier, vol. 53(C), pages 494-508.
    12. Tan Vo-Thanh & Valentina Kirova, 2018. "Wine tourism experience: A netnography study," Post-Print hal-02544984, HAL.
    13. Vo Thanh, Tan & Kirova, Valentina, 2018. "Wine tourism experience: A netnography study," Journal of Business Research, Elsevier, vol. 83(C), pages 30-37.
    14. 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.
    15. Brett Hollenbeck & Sridhar Moorthy & Davide Proserpio, 2019. "Advertising Strategy in the Presence of Reviews: An Empirical Analysis," Marketing Science, INFORMS, vol. 38(5), pages 793-811, September.
    16. Sigala, Marianna, 2020. "Tourism and COVID-19: Impacts and implications for advancing and resetting industry and research," Journal of Business Research, Elsevier, vol. 117(C), pages 312-321.
    17. Martin Falk & Eva Hagsten, 2017. "Measuring the impact of the European Capital of Culture programme on overnight stays: evidence for the last two decades," European Planning Studies, Taylor & Francis Journals, vol. 25(12), pages 2175-2191, December.
    18. Bailey Ashton Adie & Martin Falk & Marco Savioli, 2020. "Overtourism as a perceived threat to cultural heritage in Europe," Current Issues in Tourism, Taylor & Francis Journals, vol. 23(14), pages 1737-1741, July.
    19. Pei-Yu Chen & Yili Hong & Ying Liu, 2018. "The Value of Multidimensional Rating Systems: Evidence from a Natural Experiment and Randomized Experiments," Management Science, INFORMS, vol. 64(10), pages 4629-4647, October.
    20. Enrico Bertacchini & Massimiliano Nuccio & Alessandra Durio, 2021. "Proximity tourism and cultural amenities: Evidence from a regional museum card," Tourism Economics, , vol. 27(1), pages 187-204, February.
    21. Iacus, Stefano M. & King, Gary & Porro, Giuseppe, 2012. "Causal Inference without Balance Checking: Coarsened Exact Matching," Political Analysis, Cambridge University Press, vol. 20(1), pages 1-24, January.
    22. Douglas S. Noonan & Ilde Rizzo, 2017. "Economics of cultural tourism: issues and perspectives," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 41(2), pages 95-107, May.
    23. Martin Thomas Falk & Yang Yang, 2021. "Hotels benefit from stricter regulations on short-term rentals in European cities," Tourism Economics, , vol. 27(7), pages 1526-1539, November.
    24. Manfred Lenzen & Ya-Yen Sun & Futu Faturay & Yuan-Peng Ting & Arne Geschke & Arunima Malik, 2018. "Author Correction: The carbon footprint of global tourism," Nature Climate Change, Nature, vol. 8(6), pages 544-544, June.
    25. Yang, Yang & Zhang, Hongru & Chen, Xiang, 2020. "Coronavirus pandemic and tourism: Dynamic stochastic general equilibrium modeling of infectious disease outbreak," Annals of Tourism Research, Elsevier, vol. 83(C).
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    More about this item

    Keywords

    Tourism; Cultural heritage; Big data; Covid-19;
    All these keywords.

    JEL classification:

    • J60 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - General
    • L83 - Industrial Organization - - Industry Studies: Services - - - Sports; Gambling; Restaurants; Recreation; Tourism
    • O10 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - General
    • Z11 - Other Special Topics - - Cultural Economics - - - Economics of the Arts and Literature
    • Z30 - Other Special Topics - - Tourism Economics - - - General

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