IDEAS home Printed from https://ideas.repec.org/a/vrs/ejothr/v14y2024i2p258-272n1007.html
   My bibliography  Save this article

Exploring the potential of Flickr User–Generated Content for Tourism Research: Insights from Portugal

Author

Listed:
  • Martins Márcio

    (Adjunct Professor in Instituto Politécnico de Bragança, CITUR, Portugal)

  • Santos Arlindo

    (Adjunct Professor in Instituto Politécnico de Bragança, CITUR, Portugal)

Abstract

The purpose of this research is to present and discuss the methods of identifying visitors and local population in tourism studies using geotagged photos from the Flickr social network, and differentiating them according to their country of residence. This study focuses on 1,434,268 photos taken in Portugal between 2010 and 2022 and uploaded by 31,286 Flickr users. Different approaches to cleaning the database, to distinguishing tourists from locals, and to identify their country of residence were employed and discussed. After data cleaning, the photos database corresponds to 1,144,981 photos shared by 29,890 users. Using the information provided in each user’s profile and the time zone, 12,144 users (41%) were classified as visitors and 2,659 users (9%) as locals. The monthly distribution of the percentage of photos uploaded by users classified as visitors coincides with the high season of tourist activity in Portugal. The distribution of users by country of residence coincides with the main inbound markets in Portugal: Spain, United Kingdom, France and Germany. Building on a country-wide case study, the contribution of this paper is a refined understanding of the use of Flickr usergenerated content in tourism studies, proposing a frame-work to facilitate all researchers to use this data source more frequently.

Suggested Citation

  • Martins Márcio & Santos Arlindo, 2024. "Exploring the potential of Flickr User–Generated Content for Tourism Research: Insights from Portugal," European Journal of Tourism, Hospitality and Recreation, Sciendo, vol. 14(2), pages 258-272.
  • Handle: RePEc:vrs:ejothr:v:14:y:2024:i:2:p:258-272:n:1007
    DOI: 10.2478/ejthr-2024-0019
    as

    Download full text from publisher

    File URL: https://doi.org/10.2478/ejthr-2024-0019
    Download Restriction: no

    File URL: https://libkey.io/10.2478/ejthr-2024-0019?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
    ---><---

    References listed on IDEAS

    as
    1. Veronica Alampi Sottini & Elena Barbierato & Iacopo Bernetti & Irene Capecchi, 2021. "Impact of Climate Change on Wine Tourism: An Approach through Social Media Data," Sustainability, MDPI, vol. 13(13), pages 1-18, July.
    2. Simona Giglio & Francesca Bertacchini & Eleonora Bilotta & Pietro Pantano, 2020. "Machine learning and points of interest: typical tourist Italian cities," Current Issues in Tourism, Taylor & Francis Journals, vol. 23(13), pages 1646-1658, July.
    3. Bálint Kádár & Mátyás Gede, 2022. "The Measurable Predominance of Weekend Trips in Established Tourism Regions—The Case of Visitors from Budapest at Waterside Destinations," Sustainability, MDPI, vol. 14(6), pages 1-16, March.
    4. Stepchenkova, Svetlana & Zhan, Fangzi, 2013. "Visual destination images of Peru: Comparative content analysis of DMO and user-generated photography," Tourism Management, Elsevier, vol. 36(C), pages 590-601.
    5. D. Alieva & D. Holgado & S. Juan & A. Ruiz-Frau & S. Villasante & I. Maya-Jariego, 2022. "Assessing landscape features and ecosystem services of marine protected areas through photographs on social media: comparison of two archipelagos in Spain," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(7), pages 9623-9641, July.
    6. Krista Merry & Pete Bettinger, 2019. "Smartphone GPS accuracy study in an urban environment," PLOS ONE, Public Library of Science, vol. 14(7), pages 1-19, July.
    7. Ahmed Derdouri & Toshihiro Osaragi, 2021. "A machine learning-based approach for classifying tourists and locals using geotagged photos: the case of Tokyo," Information Technology & Tourism, Springer, vol. 23(4), pages 575-609, December.
    8. Carolina Barros & Borja Moya-Gómez & Juan Carlos García-Palomares, 2019. "Identifying Temporal Patterns of Visitors to National Parks through Geotagged Photographs," Sustainability, MDPI, vol. 11(24), pages 1-16, December.
    9. Katie K. Arkema & David M. Fisher & Katherine Wyatt & Spencer A. Wood & Hanna J. Payne, 2021. "Advancing Sustainable Development and Protected Area Management with Social Media-Based Tourism Data," Sustainability, MDPI, vol. 13(5), pages 1-18, February.
    10. Carolina Barros & Borja Moya-Gómez & Javier Gutiérrez, 2020. "Using geotagged photographs and GPS tracks from social networks to analyse visitor behaviour in national parks," Current Issues in Tourism, Taylor & Francis Journals, vol. 23(10), pages 1291-1310, May.
    11. Kádár, Bálint & Gede, Mátyás, 2021. "Tourism flows in large-scale destination systems," Annals of Tourism Research, Elsevier, vol. 87(C).
    12. Meixu Chen & Dani Arribas-Bel & Alex Singleton, 2019. "Understanding the dynamics of urban areas of interest through volunteered geographic information," Journal of Geographical Systems, Springer, vol. 21(1), pages 89-109, March.
    Full references (including those not matched with items on IDEAS)

    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. Xiliang Chen & Gang Li & Muhammad Sajid Mehmood & Qifan Nie & Jie Yu, 2023. "Integration and differentiation: comparison of photography behaviors using unmanned aerial vehicle data in China and Europe," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-11, December.
    2. Ahmed Derdouri & Toshihiro Osaragi, 2021. "A machine learning-based approach for classifying tourists and locals using geotagged photos: the case of Tokyo," Information Technology & Tourism, Springer, vol. 23(4), pages 575-609, December.
    3. Isaac Taberner & Albert Juncà, 2021. "Small-Scale Sport Events as Place Branding Platforms: A Content Analysis of Osona’s Projected Destination Image through Event-Related Pictures on Instagram," Sustainability, MDPI, vol. 13(21), pages 1-21, November.
    4. Khalilzadeh, Jalayer, 2022. "It is a small world, or is it? A look into two decades of tourism system," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 606(C).
    5. Xue Jiang & Xiaoya Song & Hongyu Zhao & Haoran Zhang, 2021. "Rural Tourism Network Evaluation Based on Resource Control Ability Analysis: A Case Study of Ning’an, China," Land, MDPI, vol. 10(4), pages 1-16, April.
    6. Christina Katsikari & Leonidas Hatzithomas & Thomas Fotiadis & Dimitrios Folinas, 2020. "Push and Pull Travel Motivation: Segmentation of the Greek Market for Social Media Marketing in Tourism," Sustainability, MDPI, vol. 12(11), pages 1-18, June.
    7. Palazzo, Maria & Vollero, Agostino & Vitale, Pierluigi & Siano, Alfonso, 2021. "Urban and rural destinations on Instagram: Exploring the influencers’ role in #sustainabletourism," Land Use Policy, Elsevier, vol. 100(C).
    8. Pahrudin Pahrudin & Li-Wei Liu & Shao-Yu Li, 2022. "What Is the Role of Tourism Management and Marketing toward Sustainable Tourism? A Bibliometric Analysis Approach," Sustainability, MDPI, vol. 14(7), pages 1-18, April.
    9. Harman Preet Singh & Mohammad Alshallaqi & Mohammed Altamimi, 2023. "Predicting Critical Factors Impacting Hotel Online Ratings: A Comparison of Religious and Commercial Destinations in Saudi Arabia," Sustainability, MDPI, vol. 15(15), pages 1-25, August.
    10. Marcello Mariani, 2020. "Web 2.0 and Destination Marketing: Current Trends and Future Directions," Sustainability, MDPI, vol. 12(9), pages 1-17, May.
    11. Grigore Vasile Herman & Corina Florina Tătar & Marcu Simion Stașac & Victor Lucian Cosman, 2023. "Exploring the Relationship between Tourist Perception and Motivation at a Museum Attraction," Sustainability, MDPI, vol. 16(1), pages 1-14, December.
    12. Mak, Athena H.N., 2017. "Online destination image: Comparing national tourism organisation's and tourists' perspectives," Tourism Management, Elsevier, vol. 60(C), pages 280-297.
    13. Bidur Devkota & Hiroyuki Miyazaki & Apichon Witayangkurn & Sohee Minsun Kim, 2019. "Using Volunteered Geographic Information and Nighttime Light Remote Sensing Data to Identify Tourism Areas of Interest," Sustainability, MDPI, vol. 11(17), pages 1-29, August.
    14. Kestutis Zaleckis & Indre Grazuleviciute Vileniske & Jurga Vitkuviene & Brigita TranaviciutÄ— & Huriye Armagan Dogan & Jolita Sinkiene & Tomas Grunskis, 2019. "Integrating Content Analysis Into Urban Research: Compatibility With Sociotope Method and Multimodal Graph," SAGE Open, , vol. 9(1), pages 21582440198, March.
    15. Li, Qian & Huang, Zhuowei (Joy) & Christianson, Kiel, 2016. "Visual attention toward tourism photographs with text: An eye-tracking study," Tourism Management, Elsevier, vol. 54(C), pages 243-258.
    16. Wujie Xie & Haijian Li & Yufang Yin, 2021. "Research on the Spatial Structure of the European Union’s Tourism Economy and Its Effects," IJERPH, MDPI, vol. 18(4), pages 1-33, February.
    17. Rachel Germanier & Niccolò Moricciani, 2023. "Perceiving and Adapting to Climate Change: Perspectives of Tuscan Wine-Producing Agritourism Owners," Sustainability, MDPI, vol. 15(3), pages 1-14, January.
    18. Wei Sun & Shoulian Tang & Fang Liu, 2021. "Examining Perceived and Projected Destination Image: A Social Media Content Analysis," Sustainability, MDPI, vol. 13(6), pages 1-16, March.
    19. Uma Shankar Panday & Raja Ram Chhatkuli & Janak Raj Joshi & Jagat Deuja & Danilo Antonio & Stig Enemark, 2021. "Securing Land Rights for All through Fit-for-Purpose Land Administration Approach: The Case of Nepal," Land, MDPI, vol. 10(7), pages 1-24, July.
    20. GÖKSEL ??M?EK & Ali Erkam YARAR, 2015. "Reputation Management With Regard To Destination In Online Media," Proceedings of International Academic Conferences 2805323, International Institute of Social and Economic Sciences.

    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:vrs:ejothr:v:14:y:2024:i:2:p:258-272:n:1007. 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: Peter Golla (email available below). General contact details of provider: https://www.sciendo.com .

    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.