IDEAS home Printed from https://ideas.repec.org/a/gam/jsoctx/v15y2025i8p214-d1715967.html

The Critical Impact and Socio-Ethical Implications of AI on Content Generation Practices in Media Organizations

Author

Listed:
  • Sevasti Lamprou

    (Department of Journalism and Mass Communications, Aristotle University of Thessaloniki, 546 25 Thessaloniki, Greece)

  • Paraskevi (Evi) Dekoulou

    (Department of Journalism and Mass Communications, Aristotle University of Thessaloniki, 546 25 Thessaloniki, Greece)

  • George Kalliris

    (Department of Journalism and Mass Communications, Aristotle University of Thessaloniki, 546 25 Thessaloniki, Greece)

Abstract

This systematic literature review explores the socio-ethical implications of Artificial Intelligence (AI) in contemporary media content generation. Drawing from 44 peer-reviewed sources, policy documents, and industry reports, the study synthesizes findings across three core domains: bias detection, storytelling transformation, and ethical governance frameworks. Through thematic coding and structured analysis, the review identifies recurring tensions between automation and authenticity, efficiency and editorial integrity, and innovation and institutional oversight. It introduces the Human–AI Co-Creation Continuum as a conceptual model for understanding hybrid narrative production and proposes practical recommendations for ethical AI adoption in journalism. The review concludes with a future research agenda emphasizing empirical studies, cross-cultural governance models, and audience perceptions of AI-generated content. This aligns with prior studies on algorithmic journalism.

Suggested Citation

  • Sevasti Lamprou & Paraskevi (Evi) Dekoulou & George Kalliris, 2025. "The Critical Impact and Socio-Ethical Implications of AI on Content Generation Practices in Media Organizations," Societies, MDPI, vol. 15(8), pages 1-14, August.
    • Handle: RePEc:gam:jsoctx:v:15:y:2025:i:8:p:214-:d:1715967
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2075-4698/15/8/214/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2075-4698/15/8/214/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Snyder, Hannah, 2019. "Literature review as a research methodology: An overview and guidelines," Journal of Business Research, Elsevier, vol. 104(C), pages 333-339.
    Full references (including those not matched with items on IDEAS)

    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. Amr S. Abdallah & Hala Amin & Mohammed Abdelghany & Ahmed A. Elamer, 2025. "Antecedents and consequences of intellectual capital: a systematic review, integrated framework, and agenda for future research," Management Review Quarterly, Springer, vol. 75(4), pages 3067-3118, December.
    2. Maryono, Maryono & Killoes, Aditya Marendra & Adhikari, Rajendra & Abdul Aziz, Ammar, 2024. "Agriculture development through multi-stakeholder partnerships in developing countries: A systematic literature review," Agricultural Systems, Elsevier, vol. 213(C).
    3. Ali Zackery & Joseph Amankwah-Amoah & Zahra Heidari Darani & Shiva Ghasemi, 2022. "COVID-19 Research in Business and Management: A Review and Future Research Agenda," Sustainability, MDPI, vol. 14(16), pages 1-32, August.
    4. Rao, Amar & Sharma, Gagan Deep & Tiwari, Aviral Kumar & Hossain, Mohammad Razib & Dev, Dhairya, 2025. "Crude oil Price forecasting: Leveraging machine learning for global economic stability," Technological Forecasting and Social Change, Elsevier, vol. 216(C).
    5. Peter Schnell & Phillip Haag & Hans Christian Jünger, 2022. "Implementation of Digital Technologies in Construction Companies: Establishing a Holistic Process which Addresses Current Barriers," Businesses, MDPI, vol. 3(1), pages 1-18, December.
    6. Chen, Yanyan & Mandler, Timo & Meyer-Waarden, Lars, 2021. "Three decades of research on loyalty programs: A literature review and future research agenda," Journal of Business Research, Elsevier, vol. 124(C), pages 179-197.
    7. Fabio Magnacca & Riccardo Giannetti, 2024. "Management accounting and new product development: a systematic literature review and future research directions," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 28(2), pages 651-685, June.
    8. Hongxia Jin & Lu Lu & Haojun Fan, 2022. "Global Trends and Research Hotspots in Long COVID: A Bibliometric Analysis," IJERPH, MDPI, vol. 19(6), pages 1-14, March.
    9. Hanna Lehtimäki & Kristina Leppälä & Nuppu Mielonen & Ville‐Veikko Piispanen & Kaisa Henttonen & Subhanjan Sengupta & Ida Parkkinen & Olena Liakh, 2026. "Sustainable Innovation Framework: A Review of Organization, Strategic Management, and Entrepreneurship Literature," Sustainable Development, John Wiley & Sons, Ltd., vol. 34(S1), pages 34-64, January.
    10. Amal Almansour & Reem Alotaibi & Hajar Alharbi, 2022. "Text-rating review discrepancy (TRRD): an integrative review and implications for research," Future Business Journal, Springer, vol. 8(1), pages 1-15, December.
    11. Pomerlyan, Evgeniya & Belitski, Maksim, 2023. "Integration - Growth relationship: A literature review and future research agenda using a TCCM approach," European Management Journal, Elsevier, vol. 41(6), pages 1106-1118.
    12. Švarc, Jadranka & Dabić, Marina, 2021. "Transformative innovation policy or how to escape peripheral policy paradox in European research peripheral countries," Technology in Society, Elsevier, vol. 67(C).
    13. So, Hau Wing & Lafortezza, Raffaele, 2022. "Reviewing the impacts of eco-labelling of forest products on different dimensions of sustainability in Europe," Forest Policy and Economics, Elsevier, vol. 145(C).
    14. Alexander Salmen, 2021. "New Product Launch Success: A Literature Review," Acta Universitatis Agriculturae et Silviculturae Mendelianae Brunensis, Mendel University Press, vol. 69(1), pages 151-176.
    15. Yasser Moustafa Shehawy & Syed Md Faisal Ali Khan & Qasem Mohammed Alshammakhi, 2026. "The Knowledgeable Nexus Between Metaverse Startups and SDGs: The Role of Innovations in Community Building and Socio-Cultural Exchange," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 17(1), pages 2433-2468, February.
    16. Godart, Frédéric & Pistilli, Luca, 2024. "The multifaceted concept of disruption: A typology," Journal of Business Research, Elsevier, vol. 170(C).
    17. Xintong Li & Sihan Li, 2025. "How Shakespeare’s works have been reinterpreted, adapted and reshaped: a bibliometric review and trend analysis of Shakespeare studies from 2000 to 2023," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 12(1), pages 1-15, December.
    18. Halim Lee & Jaewon Son & Dayoon Joo & Jinhyeok Ha & Seongreal Yun & Chul-Hee Lim & Woo-Kyun Lee, 2020. "Sustainable Water Security Based on the SDG Framework: A Case Study of the 2019 Metro Manila Water Crisis," Sustainability, MDPI, vol. 12(17), pages 1-19, August.
    19. Jarrahi, Mohammad Hossein & Karami, Amir & Conway, Patrick & Memariani, Ali & Lutz, Christoph, 2026. "Navigating the muddy waters of bias in artificial intelligence research: Understanding divergent meanings and conceptions," Technology in Society, Elsevier, vol. 84(C).
    20. Del Vecchio, Pasquale & Secundo, Giustina & Garzoni, Antonello, 2023. "Phygital technologies and environments for breakthrough innovation in customers' and citizens' journey. A critical literature review and future agenda," Technological Forecasting and Social Change, Elsevier, vol. 189(C).

    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:jsoctx:v:15:y:2025:i:8:p:214-:d:1715967. 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.