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Harvesting Crowdsourcing Platforms’ Traffic in Favour of Air Forwarders’ Brand Name and Sustainability

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, 118 55 Athina, Greece)

  • Nikolaos Th. Giannakopoulos

    (Department of Agribusiness and Supply Chain Management, School of Applied Economics and Social Sciences, Agricultural University of Athens, 118 55 Athina, Greece)

Abstract

In the modern digitalised era, the total number of businesses and organisations utilising crowdsourcing services has risen, leading to an increase of their website traffic. In this way, there is plenty of space for marketers and strategists to capitalise big data from both their own and the crowdsourcer’s websites. This can lead to a comprehension of factors affecting their brand name, sustainability (gross profit) and consequently visitor influence. The first of the three staged contexts, based on web data, includes the retrieval of web data analytics and metrics from five air forwarding and five crowdsourcing websites in 210 observation days. At stage two, we deployed a diagnostic-exploratory model, through Fuzzy Cognitive Mapping (FCM), and in the last stage, an Agent-Based Model is deployed for data prediction and simulation. We concluded that crowdsourcing referral traffic increases air forwarders’ top 3 keywords volume, and decreases social traffic and total keywords volume, which then boosts their global web rank and gross profit. The exact opposite results occur with crowdsourcing search traffic. To sum up, the contribution of this paper is to offer realistic and well-informed insights to marketers about SEO and SEM strategies for brand name and profit enhancement, based on harvesting crowdsourcing platform traffic.

Suggested Citation

  • Damianos P. Sakas & Nikolaos Th. Giannakopoulos, 2021. "Harvesting Crowdsourcing Platforms’ Traffic in Favour of Air Forwarders’ Brand Name and Sustainability," Sustainability, MDPI, vol. 13(15), pages 1-25, July.
  • Handle: RePEc:gam:jsusta:v:13:y:2021:i:15:p:8222-:d:599828
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    References listed on IDEAS

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    1. Bagheri, Afsaneh & Chitsazan, Hasti & Ebrahimi, Ashkan, 2019. "Crowdfunding motivations: A focus on donors' perspectives," Technological Forecasting and Social Change, Elsevier, vol. 146(C), pages 218-232.
    2. Adan Ortiz-Cordova & Bernard J. Jansen, 2012. "Classifying web search queries to identify high revenue generating customers," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 63(7), pages 1426-1441, July.
    3. 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.
    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. Lee Cronbach, 1951. "Coefficient alpha and the internal structure of tests," Psychometrika, Springer;The Psychometric Society, vol. 16(3), pages 297-334, September.
    6. Ricardo Chalmeta & José-Eduardo Barqueros-Muñoz, 2021. "Using Big Data for Sustainability in Supply Chain Management," Sustainability, MDPI, vol. 13(13), pages 1-25, June.
    7. Kazem Mochkabadi & Christine K. Volkmann, 2020. "Equity crowdfunding: a systematic review of the literature," Small Business Economics, Springer, vol. 54(1), pages 75-118, January.
    8. 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.
    9. Seok-Soo KIM, 2021. "Sustainable Growth Variables by Industry Sectors and Their Influence on Changes in Business Models of SMEs in the Era of Digital Transformation," Sustainability, MDPI, vol. 13(13), pages 1-21, June.
    10. Wadee Alhalabi & Miltiadis Lytras & Nada Aljohani, 2021. "Crowdsourcing Research for Social Insights into Smart Cities Applications and Services," Sustainability, MDPI, vol. 13(14), pages 1-27, July.
    11. Adan Ortiz‐Cordova & Bernard J. Jansen, 2012. "Classifying web search queries to identify high revenue generating customers," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 63(7), pages 1426-1441, July.
    12. Punel, Aymeric & Stathopoulos, Amanda, 2017. "Modeling the acceptability of crowdsourced goods deliveries: Role of context and experience effects," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 105(C), pages 18-38.
    13. Carol J. Simon & Mary W. Sullivan, 1993. "The Measurement and Determinants of Brand Equity: A Financial Approach," Marketing Science, INFORMS, vol. 12(1), pages 28-52.
    14. Virginia Pilloni, 2018. "How Data Will Transform Industrial Processes: Crowdsensing, Crowdsourcing and Big Data as Pillars of Industry 4.0," Future Internet, MDPI, vol. 10(3), pages 1-14, March.
    15. Joash Mageto, 2021. "Big Data Analytics in Sustainable Supply Chain Management: A Focus on Manufacturing Supply Chains," Sustainability, MDPI, vol. 13(13), pages 1-22, June.
    16. 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.
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    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 & Nikolaos T. Giannakopoulos & Dimitrios K. Nasiopoulos & Nikos Kanellos & Giannis T. Tsoulfas, 2023. "Assessing the Efficacy of Cryptocurrency Applications’ Affiliate Marketing Process on Supply Chain Firms’ Website Visibility," Sustainability, MDPI, vol. 15(9), pages 1-21, April.
    3. Konstantinos I. Roumeliotis & Nikolaos D. Tselikas & Dimitrios K. Nasiopoulos, 2022. "Airlines’ Sustainability Study Based on Search Engine Optimization Techniques and Technologies," Sustainability, MDPI, vol. 14(18), pages 1-23, September.
    4. 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.
    5. Despina S. Giakomidou & Athanasios Kriemadis & Dimitrios K. Nasiopoulos & Dimitrios Mastrakoulis, 2022. "Re-Engineering of Marketing for SMEs in Energy Market through Modeling Customers’ Strategic Behavior," Energies, MDPI, vol. 15(21), pages 1-20, November.

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