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The Impact of Artificial Intelligence Use on the E-Commerce in Romania

Author

Listed:
  • Adrian Micu

    (Dunarea de Jos University, Galati, România)

  • Angela-Eliza Micu

    (Ovidius University, Constan?a, România)

  • Marius Geru

    (Transilvania University, Bra?ov, România)

  • Alexandru Capatina

    (Dunarea de Jos University, Galati, România)

  • Mihaela-Carmen Muntean

    (Dunarea de Jos University, Galati, România)

Abstract

This study aims at identifying the tools used in e-commerce, able to optimize marketing campaigns. Managerial and marketing processes have been identified in the relevant body of knowledge that can be optimized using artificial intelligence; thus, a questionnaire has been designed within a quantitative research. The sample used in the research consists of 201 persons having managerial positions, who are involved in e-commerce, their companies’ have been their company active in 2020, with at least one employee. The article highlights the managerial tools used in promoting products in the online environment and business processes that they want to optimize using artificial intelligence. At the same time, for the quantitative study, three hypotheses have been tested to identify the motivation to buy online, as well as the methods used by online store managers in the communication process. The limitations of this study are determined by the fact that only the managerial perspective is analysed, without considering the perception of the final consumer, which could have ethical implications. Optimizing the flow of stocks and logistics processes will be the subject of future research considering that it is the main challenge for management, as the quantitative research proved.

Suggested Citation

  • Adrian Micu & Angela-Eliza Micu & Marius Geru & Alexandru Capatina & Mihaela-Carmen Muntean, 2021. "The Impact of Artificial Intelligence Use on the E-Commerce in Romania," The AMFITEATRU ECONOMIC journal, Academy of Economic Studies - Bucharest, Romania, vol. 23(56), pages 137-137, February.
    • Handle: RePEc:aes:amfeco:v:23:y:2021:i:56:p:137
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    References listed on IDEAS

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    1. Kakatkar, Chinmay & Spann, Martin, 2019. "Marketing analytics using anonymized and fragmented tracking data," International Journal of Research in Marketing, Elsevier, vol. 36(1), pages 117-136.
    2. María Teresa Ballestar & Pilar Grau-Carles & Jorge Sainz, 2019. "Predicting customer quality in e-commerce social networks: a machine learning approach," Review of Managerial Science, Springer, vol. 13(3), pages 589-603, June.
    3. Zhang, Xuemei & Zhou, Gengui & Cao, Jian & Wu, Anqi, 2020. "Evolving strategies of e-commerce and express delivery enterprises with public supervision," Research in Transportation Economics, Elsevier, vol. 80(C).
    4. Shahriar Akter & Samuel Fosso Wamba, 2016. "Big data analytics in E-commerce: a systematic review and agenda for future research," Electronic Markets, Springer;IIM University of St. Gallen, vol. 26(2), pages 173-194, May.
    5. Elisa Monnot & Fanny Reniou & Béatrice Parguel & Leila Elgaaied-Gambier, 2019. "“Thinking Outside the Packaging Box”: Should Brands Consider Store Shelf Context When Eliminating Overpackaging?," Journal of Business Ethics, Springer, vol. 154(2), pages 355-370, January.
    6. Chaparro-Peláez, Julián & Agudo-Peregrina, Ángel F. & Pascual-Miguel, Félix J., 2016. "Conjoint analysis of drivers and inhibitors of e-commerce adoption," Journal of Business Research, Elsevier, vol. 69(4), pages 1277-1282.
    7. K.H. Leung & C.C. Luk & K.L. Choy & H.Y. Lam & Carman K.M. Lee, 2019. "A B2B flexible pricing decision support system for managing the request for quotation process under e-commerce business environment," International Journal of Production Research, Taylor & Francis Journals, vol. 57(20), pages 6528-6551, October.
    8. Florin-Valeriu PANTELIMON & Tiberiu Marian GEORGESCU & Bogdan-Stefan POSEDARU, 2020. "The Impact of Mobile e-Commerce on GDP: A Comparative Analysis between Romania and Germany and how Covid-19 Influences the e-Commerce Activity Worldwide," Informatica Economica, Academy of Economic Studies - Bucharest, Romania, vol. 24(2), pages 27-41.
    9. Bucklin, Randolph E. & Sismeiro, Catarina, 2009. "Click Here for Internet Insight: Advances in Clickstream Data Analysis in Marketing," Journal of Interactive Marketing, Elsevier, vol. 23(1), pages 35-48.
    10. D. Harrison McKnight & Vivek Choudhury & Charles Kacmar, 2002. "Developing and Validating Trust Measures for e-Commerce: An Integrative Typology," Information Systems Research, INFORMS, vol. 13(3), pages 334-359, September.
    11. S. Srinivasan & Robert Barker, 2012. "Global Analysis of Security and Trust Perceptions in Web Design for E-Commerce," International Journal of Information Security and Privacy (IJISP), IGI Global, vol. 6(1), pages 1-13, January.
    12. Valentin Amrhein & Sander Greenland & Blake McShane, 2019. "Scientists rise up against statistical significance," Nature, Nature, vol. 567(7748), pages 305-307, March.
    13. Stephen W. Wang & Waros Ngamsiriudom & Chia-Hung Hsieh, 2015. "Trust disposition, trust antecedents, trust, and behavioral intention," The Service Industries Journal, Taylor & Francis Journals, vol. 35(10), pages 555-572, July.
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    Cited by:

    1. Chitoiu Loredana-Andreea, 2024. "E-Commerce In Romania: Opportunities And Challenges In The European Union Market," Annals - Economy Series, Constantin Brancusi University, Faculty of Economics, vol. 5, pages 147-156, October.
    2. Sebastian Fitzek, 2024. "Ethical challenges and transformative potential: examining the impact of artificial intelligence on patient care, data security, and the healthcare workforce in Romania," Journal of Community Positive Practices, Catalactica NGO, issue 1, pages 59-86.
    3. Hasan Beyari & Hatem Garamoun, 2022. "The Effect of Artificial Intelligence on End-User Online Purchasing Decisions: Toward an Integrated Conceptual Framework," Sustainability, MDPI, vol. 14(15), pages 1-17, August.

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    More about this item

    Keywords

    e-commerce; m-commerce; artificial intelligence; marketing automation;
    All these keywords.

    JEL classification:

    • M31 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Marketing and Advertising - - - Marketing
    • M15 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Business Administration - - - IT Management
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes

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