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Trends and patterns in digital marketing research: bibliometric analysis

Author

Listed:
  • Zahra Ghorbani

    (Alzahra University)

  • Sanaz Kargaran

    (Alzahra University)

  • Ali Saberi

    (University of Tehran)

  • Manijeh Haghighinasab

    (Alzahra University)

  • Seyedh Mahboobeh Jamali

    (Eshragh Institute)

  • Nader Ale Ebrahim

    (Alzahra University)

Abstract

In today’s digital era, the importance of digital marketing has increased from one year to another as a way of providing novel properties for informing, engaging, and selling services and products to clients. The research’s aim is to investigate trends and patterns in the area of digital marketing research from 1979 to June 2020 through a bibliometric analysis technique. A total of 924 articles published were obtained from the Scopus database for the analysis. In this paper, we examine variant bar charts including the year of publication, writer, publication, keyword, and country to provide more insights. Results indicated that digital marketing research steadily increased during the study period and the maximum publications occurred in the year 2019 that reach to 163 documents. The trend of publications is still growing. The top 20 documents based on the times cited per year (TCpY) were qualitatively analyzed. The largest number of multiple (MCP) and single (SCP) publications was from the USA, followed by the UK and China. The top 20 most repeated authors’ keywords out of 1909 with their trends illustrated. The “real-time bidding”, “machine learning”, “big data”, “social media marketing”, and “influencer marketing” are the emerging keywords in the digital Marketing area. This bibliometric study generally provides the whole image of the field and suggests that researchers focus on novel areas to add new findings and knowledge in the literature if they conduct digital marketing research.

Suggested Citation

  • Zahra Ghorbani & Sanaz Kargaran & Ali Saberi & Manijeh Haghighinasab & Seyedh Mahboobeh Jamali & Nader Ale Ebrahim, 2022. "Trends and patterns in digital marketing research: bibliometric analysis," Journal of Marketing Analytics, Palgrave Macmillan, vol. 10(2), pages 158-172, June.
  • Handle: RePEc:pal:jmarka:v:10:y:2022:i:2:d:10.1057_s41270-021-00116-9
    DOI: 10.1057/s41270-021-00116-9
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    References listed on IDEAS

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    1. Manuel Portugal Ferreira, 2011. "Multinationals and subsidiaries: A bibliometric study on Ghoshal?s managing across borders," Working Papers 78, globADVANTAGE, Polytechnic Institute of Leiria.
    2. Mohammad Reza Maghami & Shahin navabi asl & Mohammad esmaeil Rezadad & Nader Ale Ebrahim & Chandima Gomes, 2015. "Qualitative and quantitative analysis of solar hydrogen generation literature from 2001 to 2014," Scientometrics, Springer;Akadémiai Kiadó, vol. 105(2), pages 759-771, November.
    3. Aria, Massimo & Cuccurullo, Corrado, 2017. "bibliometrix: An R-tool for comprehensive science mapping analysis," Journal of Informetrics, Elsevier, vol. 11(4), pages 959-975.
    4. Sridhar P. Nerur & Abdul A. Rasheed & Vivek Natarajan, 2008. "The intellectual structure of the strategic management field: an author co‐citation analysis," Strategic Management Journal, Wiley Blackwell, vol. 29(3), pages 319-336, March.
    5. Momoko Fujita & Paul Harrigan & Geoffrey Soutar, 2017. "A netnography of a university’s social media brand community: Exploring collaborative co-creation tactics," Journal of Global Scholars of Marketing Science, Taylor & Francis Journals, vol. 27(2), pages 148-164, April.
    6. Arch G. Woodside & Pedro Bernal Mir, 2019. "Clicks and purchase effects of an embedded, social-media, platform endorsement in internet advertising," Journal of Global Scholars of Marketing Science, Taylor & Francis Journals, vol. 29(3), pages 343-357, July.
    7. Ferreira, Manuel Portugal & Santos, João Carvalho & de Almeida, Martinho Isnard Ribeiro & Reis, Nuno Rosa, 2014. "Mergers & acquisitions research: A bibliometric study of top strategy and international business journals, 1980–2010," Journal of Business Research, Elsevier, vol. 67(12), pages 2550-2558.
    8. Kaplan, Andreas M. & Haenlein, Michael, 2010. "Users of the world, unite! The challenges and opportunities of Social Media," Business Horizons, Elsevier, vol. 53(1), pages 59-68, January.
    9. Antonio‐Rafael Ramos‐Rodríguez & José Ruíz‐Navarro, 2004. "Changes in the intellectual structure of strategic management research: a bibliometric study of the Strategic Management Journal, 1980–2000," Strategic Management Journal, Wiley Blackwell, vol. 25(10), pages 981-1004, October.
    10. Juran Kim, 2018. "Social dimension of sustainability: From community to social capital," Journal of Global Scholars of Marketing Science, Taylor & Francis Journals, vol. 28(2), pages 175-181, April.
    11. Sang-Lin Han & T.P. Thao Nguyen & V. Anh Nguyen, 2016. "Antecedents of intention and usage toward customers’ mobile commerce: Evidence in Vietnam," Journal of Global Scholars of Marketing Science, Taylor & Francis Journals, vol. 26(2), pages 129-151, March.
    12. Mann Zhang & Nikhilesh Dholakia, 2018. "Conceptual framing of virtuality and virtual consumption research," Journal of Global Scholars of Marketing Science, Taylor & Francis Journals, vol. 28(4), pages 305-319, October.
    13. Roderick J. Brodie & Biljana Juric, 2018. "Customer engagement: Developing an innovative research that has scholarly impact," Journal of Global Scholars of Marketing Science, Taylor & Francis Journals, vol. 28(3), pages 291-303, July.
    14. 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.
    15. Nees Jan Eck & Ludo Waltman, 2010. "Software survey: VOSviewer, a computer program for bibliometric mapping," Scientometrics, Springer;Akadémiai Kiadó, vol. 84(2), pages 523-538, August.
    16. Aghaei Chadegani, Arezoo & Salehi, Hadi & Md Yunus, Melor & Farhadi, Hadi & Fooladi, Masood & Farhadi, Maryam & Ale Ebrahim, Nader, 2013. "A Comparison between Two Main Academic Literature Collections: Web of Science and Scopus Databases," MPRA Paper 46898, University Library of Munich, Germany, revised 18 Mar 2013.
    17. Franceschini, Fiorenzo & Maisano, Domenico, 2011. "Regularity in the research output of individual scientists: An empirical analysis by recent bibliometric tools," Journal of Informetrics, Elsevier, vol. 5(3), pages 458-468.
    18. Dag W Aksnes, 2003. "Characteristics of highly cited papers," Research Evaluation, Oxford University Press, vol. 12(3), pages 159-170, December.
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    Cited by:

    1. Maria Petrescu & Anjala S. Krishen, 2023. "Mapping 2022 in Journal of Marketing Analytics: what lies ahead?," Journal of Marketing Analytics, Palgrave Macmillan, vol. 11(1), pages 1-4, March.

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