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The Impact of Organic Traffic of Crowdsourcing Platforms on Airlines’ Website Traffic and User Engagement

Author

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  • Damianos P. Sakas

    (Department of Agribusiness and Supply Chain Management, School of Applied Economics and Social Sciences, Agricultural University of Athens, 1st km Old National Road Thiva–Eleusis, 32200 Thiva, Greece)

  • Dimitrios P. Reklitis

    (Department of Agribusiness and Supply Chain Management, School of Applied Economics and Social Sciences, Agricultural University of Athens, 1st km Old National Road Thiva–Eleusis, 32200 Thiva, Greece)

Abstract

With airline companies increasingly relying on crowdsourcing websites to deploy their digital marketing strategies, marketeers and strategists seek to acquire an understanding of the factors affecting airlines’ organic traffic and user engagement. Such an understanding is acquired through the consideration of variables that influence a company’s organic traffic and user engagement and their correlation to each other. A three-stage data-driven analysis is used to examine the correlation between the foregoing variables and to consider strategies that can be implemented to optimize organic traffic and user engagement. The first section gathers data from five airline companies’ websites and five crowdsourcing websites over an interval of 180 days. The second stage creates an exploratory diagnostic model, through Fuzzy Cognitive Mapping, to visually illustrate the cause-and-effect correlations between the examined metrics. Finally, a predictive micro-level agent-based model simulates optimization strategies that can be used to improve organic traffic and user engagement. The results of this study, reveal that crowdsourcing organic traffic increases airline websites’ user engagement through paid campaigns, while a limited correlation was found to exist between the average duration of a user to organic traffic. The results of this study provide tangible digital marketing strategies which can be used by airline companies to improve the influence of their digital marketing strategies on their users.

Suggested Citation

  • Damianos P. Sakas & Dimitrios P. Reklitis, 2021. "The Impact of Organic Traffic of Crowdsourcing Platforms on Airlines’ Website Traffic and User Engagement," Sustainability, MDPI, vol. 13(16), pages 1-22, August.
  • Handle: RePEc:gam:jsusta:v:13:y:2021:i:16:p:8850-:d:610396
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    References listed on IDEAS

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    1. Suying Gao & Xiangshan Jin & Ye Zhang, 2021. "User Participation Behavior in Crowdsourcing Platforms: Impact of Information Signaling Theory," Sustainability, MDPI, vol. 13(11), pages 1-19, June.
    2. Ioannis C. Drivas & Damianos P. Sakas & Georgios A. Giannakopoulos & Daphne Kyriaki-Manessi, 2021. "Optimization of Paid Search Traffic Effectiveness and Users’ Engagement Within Websites," Springer Proceedings in Business and Economics, in: Damianos P. Sakas & Dimitrios K. Nasiopoulos & Yulia Taratuhina (ed.), Business Intelligence and Modelling, pages 17-30, Springer.
    3. Damianos P. Sakas & Dimitrios K. Nasiopoulos & Panagiotis Reklitis, 2019. "Modeling and Simulation of the Strategic Use of Marketing in Search Engines for the Business Success of High Technology Companies," Springer Proceedings in Business and Economics, in: Damianos P. Sakas & Dimitrios K. Nasiopoulos (ed.), Strategic Innovative Marketing, pages 217-226, Springer.
    4. An, Li, 2012. "Modeling human decisions in coupled human and natural systems: Review of agent-based models," Ecological Modelling, Elsevier, vol. 229(C), pages 25-36.
    5. Panagiotis Trivellas & Georgios Malindretos & Panagiotis Reklitis, 2020. "Implications of Green Logistics Management on Sustainable Business and Supply Chain Performance: Evidence from a Survey in the Greek Agri-Food Sector," Sustainability, MDPI, vol. 12(24), pages 1-29, December.
    6. José Ramón Saura & Pedro Palos-Sánchez & Luis Manuel Cerdá Suárez, 2017. "Understanding the Digital Marketing Environment with KPIs and Web Analytics," Future Internet, MDPI, vol. 9(4), pages 1-13, November.
    7. Gad Allon & Volodymyr Babich, 2020. "Crowdsourcing and Crowdfunding in the Manufacturing and Services Sectors," Manufacturing & Service Operations Management, INFORMS, vol. 22(1), pages 102-112, January.
    8. Damianos P. Sakas & Dimitrios K. Nasiopoulos & Panagiotis Reklitis, 2019. "Modeling and Simulation of the Strategic Use of the Internet Forum Aiming at Business Success of High-Technology Companies," Springer Proceedings in Business and Economics, in: Damianos P. Sakas & Dimitrios K. Nasiopoulos (ed.), Strategic Innovative Marketing, pages 173-183, Springer.
    9. Ioannis C. Drivas & Damianos P. Sakas & Georgios A. Giannakopoulos, 2021. "Display Advertising and Brand Awareness in Search Engines: Predicting the Engagement of Branded Search Traffic Visitors," Springer Proceedings in Business and Economics, in: Damianos P. Sakas & Dimitrios K. Nasiopoulos & Yulia Taratuhina (ed.), Business Intelligence and Modelling, pages 3-15, Springer.
    10. Andrade, Eduardo B. & Ariely, Dan, 2009. "The enduring impact of transient emotions on decision making," Organizational Behavior and Human Decision Processes, Elsevier, vol. 109(1), pages 1-8, May.
    11. Mikko Villi & Janne Matikainen, 2016. "Participation in Social Media: Studying Explicit and Implicit Forms of Participation in Communicative Social Networks," Media and Communication, Cogitatio Press, vol. 4(4), pages 109-117.
    12. Dimitrios Κ. Nasiopoulos & Damianos P. Sakas & Panagiotis Reklitis, 2021. "The Interaction of Users’ Behavior to the Development of a Distribution and Logistics Network of the Information Technology Companies," Springer Proceedings in Business and Economics, in: Damianos P. Sakas & Dimitrios K. Nasiopoulos & Yulia Taratuhina (ed.), Business Intelligence and Modelling, pages 219-227, Springer.
    13. Kireyev, Pavel & Pauwels, Koen & Gupta, Sunil, 2016. "Do display ads influence search? Attribution and dynamics in online advertising," International Journal of Research in Marketing, Elsevier, vol. 33(3), pages 475-490.
    14. Evangelos Mourelatos & Manolis Tzagarakis & Efthalia Dimara, 2016. "A Review of Online Crowdsourcing Platforms," South-Eastern Europe Journal of Economics, Association of Economic Universities of South and Eastern Europe and the Black Sea Region, vol. 14(1), pages 59-73.
    15. Volodymyr Babich & Simone Marinesi & Gerry Tsoukalas, 2021. "Does Crowdfunding Benefit Entrepreneurs and Venture Capital Investors?," Manufacturing & Service Operations Management, INFORMS, vol. 23(2), pages 508-524, March.
    16. Triparna de Vreede & Cuong Nguyen & Gert-Jan de Vreede & Imed Boughzala & Onook Oh & Roni Reiter-Palmon, 2013. "A theoretical model of user engagement in crowdsourcing," Grenoble Ecole de Management (Post-Print) hal-01244682, HAL.
    17. Martin Savelsbergh & Tom Van Woensel, 2016. "50th Anniversary Invited Article—City Logistics: Challenges and Opportunities," Transportation Science, INFORMS, vol. 50(2), pages 579-590, May.
    18. Lijuan Huang & Guojie Xie & John Blenkinsopp & Raoyi Huang & Hou Bin, 2020. "Crowdsourcing for Sustainable Urban Logistics: Exploring the Factors Influencing Crowd Workers’ Participative Behavior," Sustainability, MDPI, vol. 12(8), pages 1-20, April.
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    Cited by:

    1. Damianos P. Sakas & Ioannis Dimitrios G. Kamperos & Dimitrios P. Reklitis & Nikolaos T. Giannakopoulos & Dimitrios K. Nasiopoulos & Marina C. Terzi & Nikos Kanellos, 2022. "The Effectiveness of Centralized Payment Network Advertisements on Digital Branding during the COVID-19 Crisis," Sustainability, MDPI, vol. 14(6), pages 1-23, March.
    2. Damianos P. Sakas & Ioannis Dimitrios G. Kamperos & Panagiotis Reklitis, 2021. "Estimating Risk Perception Effects on Courier Companies’ Online Customer Behavior during a Crisis, Using Crowdsourced Data," Sustainability, MDPI, vol. 13(22), pages 1-26, November.

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