IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v17y2025i14p6638-d1706115.html

Artificial Intelligence in Digital Marketing: Enhancing Consumer Engagement and Supporting Sustainable Behavior Through Social and Mobile Networks

Author

Listed:
  • Carmen Acatrinei

    (Marketing Faculty, Bucharest University of Economic Studies, RO-010404 Bucharest, Romania)

  • Ingrid Georgeta Apostol

    (Marketing Faculty, Bucharest University of Economic Studies, RO-010404 Bucharest, Romania)

  • Lucia Nicoleta Barbu

    (Marketing Faculty, Bucharest University of Economic Studies, RO-010404 Bucharest, Romania)

  • Raluca-Giorgiana Chivu (Popa)

    (Marketing Faculty, Bucharest University of Economic Studies, RO-010404 Bucharest, Romania)

  • Mihai-Cristian Orzan

    (Marketing Faculty, Bucharest University of Economic Studies, RO-010404 Bucharest, Romania)

Abstract

This article explores the integration of artificial intelligence (AI) in digital marketing through social and mobile networks and its role in fostering sustainable consumer behavior. AI enhances personalization, sentiment analysis, and campaign automation, reshaping marketing dynamics and enabling brands to engage interactively with users. A quantitative study conducted on 501 social media users evaluates how perceived benefits, risks, trust, transparency, satisfaction, and social norms influence the acceptance of AI-driven marketing tools. Using structural equation modeling (SEM), the findings show that social norms and perceived transparency significantly enhance trust in AI, while perceived benefits and satisfaction drive user acceptance; conversely, perceived risks and negative emotions undermine trust. From a sustainability perspective, AI supports the efficient targeting and personalization of eco-conscious content, aligning marketing with environmentally responsible practices. This study contributes to ethical AI and sustainable digital strategies by offering empirical evidence and practical insights for responsible AI integration in marketing.

Suggested Citation

  • Carmen Acatrinei & Ingrid Georgeta Apostol & Lucia Nicoleta Barbu & Raluca-Giorgiana Chivu (Popa) & Mihai-Cristian Orzan, 2025. "Artificial Intelligence in Digital Marketing: Enhancing Consumer Engagement and Supporting Sustainable Behavior Through Social and Mobile Networks," Sustainability, MDPI, vol. 17(14), pages 1-16, July.
  • Handle: RePEc:gam:jsusta:v:17:y:2025:i:14:p:6638-:d:1706115
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/17/14/6638/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/17/14/6638/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Peters, Kay & Chen, Yubo & Kaplan, Andreas M. & Ognibeni, Björn & Pauwels, Koen, 2013. "Social Media Metrics — A Framework and Guidelines for Managing Social Media," Journal of Interactive Marketing, Elsevier, vol. 27(4), pages 281-298.
    2. Muller, Eitan & Peres, Renana, 2019. "The effect of social networks structure on innovation performance: A review and directions for research," International Journal of Research in Marketing, Elsevier, vol. 36(1), pages 3-19.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Carmen Acatrinei & Claudia Maria Miu, 2025. "AI vs. Human-Written Email Marketing: Consumer Insights for Sustainable Communication," The AMFITEATRU ECONOMIC journal, Academy of Economic Studies - Bucharest, Romania, vol. 27(S19), pages 1256-1256, November.

    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. Irina Maiorescu & Mihaela Bucur & Bogdan Georgescu & Daniel Moise & Vasile Alecsandru Strat & Ion Daniel Zgură, 2020. "Social Media and IOT Wearables in Developing Marketing Strategies. Do SMEs Differ From Large Enterprises?," Sustainability, MDPI, vol. 12(18), pages 1-18, September.
    2. Fangfang Li & Jorma Larimo & Leonidas C. Leonidou, 2021. "Social media marketing strategy: definition, conceptualization, taxonomy, validation, and future agenda," Journal of the Academy of Marketing Science, Springer, vol. 49(1), pages 51-70, January.
    3. repec:osf:osfxxx:x6vda_v1 is not listed on IDEAS
    4. Hadi Hussain & Wen Jun & Magdalena Radulescu, 2025. "Innovation Performance in the Digital Divide Context: Nexus of Digital Infrastructure, Digital Innovation, and E-knowledge," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 16(1), pages 3772-3792, March.
    5. Yadav, Manjit S. & de Valck, Kristine & Hennig-Thurau, Thorsten & Hoffman, Donna L. & Spann, Martin, 2013. "Social Commerce: A Contingency Framework for Assessing Marketing Potential," Journal of Interactive Marketing, Elsevier, vol. 27(4), pages 311-323.
    6. Ponzoa, José M. & Gómez, Andrés & Mas, José M., 2023. "EU27 and USA institutions in the digital ecosystem: Proposal for a digital presence measurement index," Journal of Business Research, Elsevier, vol. 154(C).
    7. Antoniadis, Konstantinos & Grougiou, Vasiliki & Zafiropoulos, Kostas & Vrana, Vasiliki & Theocharidis, Anastasios Ioannis, 2018. "The use of Facebook and Twitter by DMOs in Europe," MPRA Paper 98936, University Library of Munich, Germany.
    8. 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.
    9. Tuleu Daniela, 2015. "Antecedents Of Customer Relationship Management Capabilities," Annals of Faculty of Economics, University of Oradea, Faculty of Economics, vol. 1(1), pages 1285-1294, July.
    10. Pedro Campos & Eva Pinto & Ana Torres, 2025. "Rating and perceived helpfulness in a bipartite network of online product reviews," Electronic Commerce Research, Springer, vol. 25(3), pages 1607-1639, June.
    11. Surya Pathak & P. V. Sundar Balakrishnan, 2025. "The paradox of product scarcity: Catalyzing the speed of innovation diffusion," Journal of the Academy of Marketing Science, Springer, vol. 53(3), pages 804-824, May.
    12. Pilar, Ladislav & Balcarova, Tereza & Rojik, Stanislav & Ticha, Ivana & Polakova, Jana, 2018. "Customer experience with farmers’ markets: what hashtags can reveal," International Food and Agribusiness Management Review, International Food and Agribusiness Management Association, vol. 21(6), July.
    13. Thomas Wozniak & Brigitte Stangl & Roland Schegg & Andreas Liebrich, 2017. "The return on tourism organizations’ social media investments: preliminary evidence from Belgium, France, and Switzerland," Information Technology & Tourism, Springer, vol. 17(1), pages 75-100, March.
    14. Lei Xu & Ronggui Ding & Lei Wang, 2022. "How to facilitate knowledge diffusion in collaborative innovation projects by adjusting network density and project roles," Scientometrics, Springer;Akadémiai Kiadó, vol. 127(3), pages 1353-1379, March.
    15. Andreas H. Heusler & Natasha Z. Foutz & Martin Spann & Lucas Stich, 2025. "The idea marketplace: Diversity, social capital, and innovation," Journal of the Academy of Marketing Science, Springer, vol. 53(1), pages 150-171, January.
    16. Ivanete Schneider Hahn & Flavia Luciane Scherer & Kenny Basso & Marindia Brachak dos Santos, 2016. "Consumer Trust in and Emotional Response to Advertisements on Social Media and their Influence on Brand Evaluation," Brazilian Business Review, Fucape Business School, vol. 13(4), pages 49-71, July.
    17. Lixin Zhou & Jie Lin & Yanfeng Li & Zhenyu Zhang, 2020. "Innovation Diffusion of Mobile Applications in Social Networks: A Multi-Agent System," Sustainability, MDPI, vol. 12(7), pages 1-17, April.
    18. Liao, Junyun & Chen, Jiawen & Mou, Jian, 2021. "Examining the antecedents of idea contribution in online innovation communities: A perspective of creative self-efficacy," Technology in Society, Elsevier, vol. 66(C).
    19. Tonino Pencarelli & Maria Gabriella Mele, 2019. "A systematic literature review on social media metrics," MERCATI & COMPETITIVIT?, FrancoAngeli Editore, vol. 2019(1), pages 15-38.
    20. Matej Kovač & Vesna Žabkar, 2020. "Do Social Media and E-Mail Engagement Impact Reputation and Trust-Driven Behavior?," Tržište/Market, Faculty of Economics and Business, University of Zagreb, vol. 32(1), pages 9-25.
    21. Sean Kelty & Raiyan Abdul Baten & Adiba Mahbub Proma & Ehsan Hoque & Johan Bollen & Gourab Ghoshal, 2025. "The innovation trade-off: how following superstars shapes academic novelty," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 12(1), pages 1-13, December.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;
    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    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:gam:jsusta:v:17:y:2025:i:14:p:6638-:d:1706115. 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: MDPI Indexing Manager The email address of this maintainer does not seem to be valid anymore. Please ask MDPI Indexing Manager to update the entry or send us the correct address (email available below). General contact details of provider: https://www.mdpi.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.