Research Article

GenAI in journalism: An ethical analysis of implications, best practices, and challenges

María-Ángeles Chaparro-Domínguez 1 * , Sonia Parratt-Fernández 1 , Javier Mayoral-Sánchez 1
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1 Complutense University of Madrid, Madrid, SPAIN* Corresponding Author
Online Journal of Communication and Media Technologies, 15(4), October 2025, e202530, https://doi.org/10.30935/ojcmt/17320
Published: 24 October 2025
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ABSTRACT

Generative artificial intelligence (GenAI), which involves the creation of automated content in any format, has become a challenge in journalism. This technology is forcing us to rethink the traditional ethical postulates of the journalistic profession. This study analyses the impact of GenAI on journalism from an ethical perspective. To this end, it examines the perceptions of professionals by means of a survey of journalists (N = 324) and in-depth interviews with those responsible for the ethical use of artificial intelligence in ten relevant media outlets in Spain. The main problems and challenges posed by using this technology in journalism, as well as the measures taken to implement responsible use in newsrooms are addressed. Among the main findings, the survey respondents highlight the lack of verification of automated news as the main problem of GenAI, while those responsible for its ethical use highlight its biases. For both groups of professionals, the establishment of ethical guidelines and training for newsrooms are two key actions that need to be taken for the responsible use of this technology to be achieved. This study is the first to analyze perceptions of the ethical impact of GenAI in one of the European countries belonging to the polarized pluralist model.
Keywords: artificial intelligence, generative artificial intelligence, ethics, automated journalism, journalists, Spain

CITATION (APA)

Chaparro-Domínguez, M.-Á., Parratt-Fernández, S., & Mayoral-Sánchez, J. (2025). GenAI in journalism: An ethical analysis of implications, best practices, and challenges. Online Journal of Communication and Media Technologies, 15(4), e202530. https://doi.org/10.30935/ojcmt/17320

REFERENCES

  1. Al-Kfairy, M., Mustafa, D., Kshetri, N., Insiew, M., & Alfandi, O. (2024). Ethical challenges and solutions of Generative AI: An interdisciplinary perspective. Informatics, 11, Article 58. https://doi.org/10.3390/informatics11030058
  2. Asociación de la Prensa de Madrid. (2024). XXI informe anual de la profesión periodística [21st annual report of the journalism profession]. Asociación de la Prensa de Madrid. https://www.apmadrid.es/publicaciones/informe-anual-de-la-profesion/
  3. Bayer, J. (2024). Legal implications of using generative AI in the media. Information & Communications Technology Law, 33, 310–329. https://doi.org/10.1080/13600834.2024.2352694
  4. Beckett, C. (2019). New powers, new responsibilities: A global survey of journalism and artificial intelligence. The London School of Economics. https://blogs.lse.ac.uk/polis/2019/11/18/new-powers-new-responsibilities
  5. Beckett, C., & Yaseen, M. (2023). Generating change. A global survey of what news organisations are doing with AI. The London School of Economics and Political Science. https://www.journalismai.info/research/2023-generating-change
  6. Bender, E. M., Gebru, T., McMillan-Major, A., & Shmitchell, S. (2021). On the dangers of stochastic parrots. In Proceedings of the 2021 ACM Conference on Fairness, Accountability, and Transparency (pp. 610–623). ACM. https://doi.org/10.1145/3442188.3445922
  7. Bommasani, R., Zhang, K., Ghosh, S., Liang, P., & Hashimoto, T. B. (2022). Picking on the same person: Does algorithmic monoculture lead to outcome homogenization? arXiv. https://doi.org/10.48550/arXiv.2211.13972
  8. Bradshaw, P., Kemp, D., & Ryder, M. (2023). Six principles for responsible journalistic use of generative AI and diversity and inclusion. Online Journalism Blog. https://onlinejournalismblog.com/2023/06/19/generative-ai-here-are-6-principles-for-using-it-in-journalism-that-address-diversity-and-inclusion-its-just-good-journalism/
  9. Calvo-Rubio, L. M., & Ufarte-Ruiz, M. J. (2020). Percepción de docentes universitarios, estudiantes, responsables de innovación y periodistas sobre el uso de inteligencia artificial en periodismo [Perceptions of university professors, students, innovation managers, and journalists on the use of artificial intelligence in journalism]. Profesional de la Información, 29(1), Article e290109. https://doi.org/10.3145/epi.2020.ene.09
  10. Canavilhas, J. (2022). Artificial intelligence and journalism: Current situation and expectations in the Portuguese sports media. Journalism and Media, 3(3), 510–520. https://doi.org/10.3390/journalmedia3030035
  11. Center for News, Technology & Innovation. (2025). If, when and how to communicate journalistic uses of AI to the public. Center for News, Technology & Innovation. https://innovating.news/article/if-when-and-how-to-communicate-journalistic-uses-of-ai-to-the-public-considerations-and-next-steps/
  12. Chaparro-Domínguez, M. Á., Suárez-Villegas, J. C., & Rodríguez-Martínez, R. (2020). Media accountability and journalists: To whom do Spanish professionals feel responsible? Journalism Practice, 14(7), 812–829. https://doi.org/10.1080/17512786.2019.1655470
  13. Chen, Y., Tang, Y. C., & Chen, C. (2024). The ethical deliberation of generative AI in media applications. Emerging Media, 2(2), 259–276. https://doi.org/10.1177/27523543241277563
  14. Cools, H., & Diakopoulos, N. (2023a). Towards guidelines for guidelines on the use of generative AI in newsrooms. Medium. https://generative-ai-newsroom.com/towards-guidelines-for-guidelines-on-the-use-of-generative-ai-in-newsrooms-55b0c2c1d960
  15. Cools, H., & Diakopoulos, N. (2023b). Writing guidelines for the role of AI in your newsroom? Here are some, er, guidelines for that. NiemanLab. https://www.niemanlab.org/2023/07/writing-guidelines-for-the-role-of-ai-in-your-newsroom-here-are-some-er-guidelines-for-that/
  16. Cools, H., & Diakopoulos, N. (2024). Uses of generative AI in the newsroom: Mapping journalists’ perceptions of perils and possibilities. Journalism Practice. https://doi.org/10.1080/17512786.2024.2394558
  17. De Lara, A., García-Avilés, J. A., & Arias-Robles, F. (2022). Implantación de la inteligencia artificial en los medios españoles: Análisis de las percepciones de los profesionales [Implementation of artificial intelligence in the Spanish media: Analysis of professionals’ perceptions]. Textual & Visual Media, 1(15), 1–16. https://doi.org/10.56418/txt.15.2022.001
  18. De-Lima-Santos, M. F., & Ceron, W. (2022). Artificial intelligence in news media: Current perceptions and future outlook. Journalism and Media, 3(1), 13–26. https://doi.org/10.3390/journalmedia3010002
  19. Diakopoulos, N., Cools, H., Li, C., Helberger, N., Kung, E., & Rinehart, A. (2024). Generative AI in journalism: The evolution of newswork and ethics in a generative information ecosystem. Associated Press. https://cdn.theconversation.com/static_files/files/3273/AP_Generative_AI_Report_April_2024.pdf
  20. Díaz-Noci, J. (2020). Artificial intelligence systems-aided news and copyright: Assessing legal implications for journalism practices. Future Internet, 12(5), Article 85. https://doi.org/10.3390/fi12050085
  21. Dierickx, L., & Lindén, C. G. (2023). Fine-tuning languages: Epistemological foundations for ethical AI in journalism. In Proceedings of the 10th IEEE Swiss Conference on Data Science (pp. 42–49). IEEE. https://doi.org/10.1109/SDS57534.2023.00013
  22. DNA Committee. (2025). Comité y trabajadores de Noticias de Álava denunciamos el uso de la IA en noticias publicadas en la web. Falta de ética y preocupación es lo que queremos transmitir tras tener conocimiento de la publicación en la web de informaciones generadas por inteligencia artificial [The Álava News Committee and staff denounce the use of AI in news published on the website. We wish to convey a lack of ethics and concern after learning of the publication on the website of information generated by artificial intelligence]. X. https://x.com/ComiteDNA/status/1891831972030267597
  23. Dörr, K. (2021). Artificial intelligence and ethical journalism. In D. C. Poff, & A. C. Michalos (Eds.), Encyclopedia of business and professional ethics (pp. 1–4). Springer. https://doi.org/10.1007/978-3-319-23514-1_1229-1
  24. Dörr, K., & Hollnbuchner, K. (2017). Ethical challenges of algorithmic journalism. Digital Journalism, 5, 404–419. https://doi.org/10.1080/21670811.2016.1167612
  25. Fletcher, R., & Nielsen, R. K. (2024). What does the public in six countries think of generative AI in news? Reuters Institute. https://reutersinstitute.politics.ox.ac.uk/sites/default/files/2024-05/Fletcher_and_Nielsen_Generative_AI_and_News_Audiences.pdf
  26. Forja-Pena, T., García-Orosa, B., & López-García, X. (2024). The ethical revolution: Challenges and reflections in the face of the integration of artificial intelligence in digital journalism. Communication &Society, 37(3), 237–254. https://doi.org/10.15581/003.37.3.237-254
  27. Gonçalves, A., & Melo, P. V. (2022). Inteligencia artificial y periodismo: Una aproximación al contexto Portugués [Artificial intelligence and journalism: An approach to the Portuguese context.]. Fonseca, Journal of Communication, 25, 23–34. https://doi.org/10.14201/fjc.29682
  28. Gondwe, G. (2023). CHATGPT and the global south: How are journalists in sub-Saharan Africa engaging with generative AI? Online Media and Global Communication, 2(2), 228–249. https://doi.org/10.1515/omgc-2023-0023
  29. Gutiérrez, J. L. M. (2024). On actor-network theory and algorithms: ChatGPT and the new power relationships in the age of AI. AI Ethics, 4, 1071–1084. https://doi.org/10.1007/s43681-023-00314-4
  30. Gutiérrez-Caneda, B., Vázquez-Herrero, J., & López-García, X. (2023). AI application in journalism: ChatGPT and the uses and risks of an emergent technology. Profesional de la Información, 32(5), Article e320514. https://doi.org/10.3145/epi.2023.sep.14
  31. Guzman, A. L. (2021). Should machines write about death? Questions of technology, humanity, & ethics in the automation of journalism. In S. J. A. Ward (Ed.), Handbook of global media ethics (pp. 555–574). Springer. https://doi.org/10.1007/978-3-319-32103-5_28
  32. Guzman, A. L., & Lewis, S. C. (2020). Artificial intelligence and communication: A human-machine communication research agenda. New Media & Society, 22(1), 70–86. https://doi.org/10.1177/1461444819858691
  33. Haapanen, L. (2020). Media councils and self-regulation in the emerging era of news automation. Council for Mass Media in Finland. https://jyx.jyu.fi/bitstream/handle/123456789/73479/Emerging%2520era%2520of%2520news%2520automation%2520Haapanen.pdf
  34. Hallin, D. C., & Mancini. P. (2004). Comparing media systems: Three models of media and politics. Cambridge University Press. https://doi.org/10.1017/CBO9780511790867
  35. Hofeditz, L., Jung, A. K., Mirbabaie, M., & Stieglitz, S. (2025). Ethical guidelines for the application of generative AI in German journalism. Digital Society, 4(4). https://doi.org/10.1007/s44206-024-00151-w
  36. Jamil, S. (2021). Artificial intelligence and journalistic practice: The crossroads of obstacles and opportunities for the Pakistani journalists. Journalism Practice, 15(10), 1400–1422. https://doi.org/10.1080/17512786.2020.1788412
  37. Jamil, S. (2023). Automated journalism and the freedom of media: Understanding legal and ethical implications in competitive authoritarian regime. Journalism Practice, 17(6), 1115–1138. https://doi.org/10.1080/17512786.2021.1981148
  38. Kalfeli, P., & Angeli, C. (2025). The intersection of AI, ethics, and journalism: Greek journalists’ and academics’ perspectives. Societies, 15(2), Article 22. https://doi.org/10.3390/soc15020022
  39. Karlsson, M. (2010). Rituals of transparency: Evaluating online news outlets’ uses of transparency rituals in the United States, United Kingdom and Sweden. Journalism Studies, 11(4), 535–545. https://doi.org/10.1080/14616701003638400
  40. Karlsson, M., Ferrer-Conill, R., & Örnebring, H. (2023). Recoding journalism: Establishing normative dimensions for a twenty-first century news media. Journalism Studies, 24(5), 553–572. https://doi.org/10.1080/1461670X.2022.2161929
  41. Kim, D., & Kim, S. (2018). Newspaper journalists’ attitudes towards robot journalism. Telematics and Informatics, 35(2), 340–357. https://doi.org/10.1016/j.tele.2017.12.009
  42. Kim, H. (2019). AI in journalism: Creating an ethical framework [PhD dissertation, Syracuse University].
  43. Latour, B. (2017). On actor-network theory. A few clarifications, plus more than a few complications. Philosophical Literary Journal Logos, 27(1), 173–197. https://doi.org/10.22394/0869-5377-2017-1-173-197
  44. Lewis, S. C., Guzman, A. L., & Schmidt, T. R. (2019). Automation, journalism, and human-machine communication: Rethinking roles and relationships of humans and machines in news. Digital Journalism, 7(4), 409–427. https://doi.org/10.1080/21670811.2019.1577147
  45. Lin, B., & Lewis, S. C. (2022). The one thing journalistic AI just might do for democracy. Digital Journalism, 10(10), 1627–1649. https://doi.org/10.1080/21670811.2022.2084131
  46. Martin, F., & Murrell, C. (2021). Negotiating the conversation: How journalists learn to interact with audiences online. Journalism Practice, 15(6), 839–859. https://doi.org/10.1080/17512786.2021.1907211
  47. Martín-Neira, J. I., Trillo-Domínguez, M., & Olvera-Lobo, M. D. (2024). El periodismo científico en el actual ecosistema digital: Retos y alertas desde la perspectiva de los profesionales Chilenos [Scientific journalism in the current digital ecosystem: Challenges and warnings from the perspective of Chilean professionals]. Revista Mediterránea de Comunicación, 15(1), 39–60. https://doi.org/10.14198/MEDCOM.25346
  48. Media Landscapes (n. d.). Spain. European Journalism Center. https://medialandscapes.org/country/spain
  49. Ministry of Economic Affairs, Trade, and Industry. (2023). España, pionera en el impulso de la regulación de inteligencia artificial, pone en marcha el entorno controlado de pruebas del reglamento Europeo de inteligencia artificial [Spain, a pioneer in promoting artificial intelligence regulation, launches the controlled testing environment of the European regulation on artificial intelligence.]. Government of Spain. https://portal.mineco.gob.es/es-es/comunicacion/Paginas/entorno-controlado-de-pruebas-sandbox-del-Reglamento-Europeo-de-Inteligencia-Artificial.aspx
  50. Murru, M. F., & Carlo, S. (2024). AI e newsmaking: Un’indagine esplorativa nelle redazioni nazionali e locali Italiane [AI and newsmaking: An exploratory investigation into Italian national and local newsrooms]. Mediascapes Journal, 23(1), 184–198.
  51. Noain-Sánchez, A. (2022). Addressing the impact of artificial intelligence on journalism: The perception of experts, journalists and academics. Communication & Society, 35(3), 105–121. https://doi.org/10.15581/003.35.3.105-121
  52. OdiseIA. (2023). Inteligencia artificial generativa [Generative artificial intelligence]. Posicionamiento de OdiseIA. https://www.odiseia.org/post/publicamos-un-primer-posicionamiento-sobre-inteligencia-artificial-generativa
  53. Olabe Sánchez, F., & Arias Robles, F. (2025). Divergencias en el uso de la IA generativa entre los periodistas deportivos en España [Differences in the use of generative AI among sports journalists in Spain]. Comunicación y Sociedad. https://doi.org/10.32870/cys.v2025.8839
  54. Paik, S. (2023). Journalism ethics for the algorithmic era. Digital Journalism, 13(4), 696–722. https://doi.org/10.1080/21670811.2023.2200195
  55. Parratt-Fernández, S., Chaparro-Domínguez, M. Á., & Moreno-Gil, V. (2024). Journalistic AI codes of ethics: Analyzing academia’s contributions to their development and improvement. Profesional de la Información, 33(6), Article e330602. https://doi.org/10.3145/epi.2024.0602
  56. Parratt-Fernández, S., Mayoral-Sánchez, J., & Mera-Fernández, M. (2021). The application of artificial intelligence to journalism: An analysis of academic production. Profesional de la Información, 30(3), Article e300317. https://doi.org/10.3145/epi.2021.may.17
  57. Pierson, J., Kerr, A., Robinson, S. C., Fanni, R., Steinkogler, V. E., Milan, S., & Zampedri, G. (2023). Governing artificial intelligence in the media and communications sector. Internet Policy Review, 12(1). https://doi.org/10.14763/2023.1.1683
  58. Porlezza C., & Ferri, G. (2022). The missing piece: Ethics and the ontological boundaries of automated journalism. #ISOJ, 12(1), 71–98.
  59. Porlezza, C., & Schapals, A. K. (2024). AI ethics in journalism (studies): An evolving field between research and practice. Emerging Media, 2(3), 356–370. https://doi.org/10.1177/27523543241288818
  60. Poynter. (2024). Poynter summit on AI, ethics & journalism: Putting audience and ethics first. Poynter. https://www.poynter.org/wp-content/uploads/2024/09/AI-Summit-Report-Compressed-Aug-2024.pdf
  61. Regulation [EU] 2024/1689. (2024). Regulation (EU) 2024/1689 of the European Parliament and of the Council of 13 June 2024 laying down harmonized rules on artificial intelligence and amending regulations (EC) No 300/2008, (EU) No 167/2013, (EU) No 168/2013, (EU) 2018/858, (EU) 2018/1139 and (EU) 2019/2144 and directives 2014/90/EU, (EU) 2016/797 and (EU) 2020/1828 (artificial intelligence act). Official Journal of the European Union. https://eur-lex.europa.eu/legal-content/EN/TXT/PDF/?uri=OJ:L_202401689
  62. Rojas-Torrijos, J. L., & Toural-Bran, C. (2019). Periodismo deportivo automatizado. Estudio de caso de AnaFut, el bot desarrollado por El Confidencial para la escritura de crónicas de fútbol [Automated sports journalism. Case study of AnaFut, the bot developed by El Confidencial for writing football reports.]. Doxa Comunicación, 29, 235–254. https://doi.org/10.31921/doxacom.n29a12
  63. SCImago Media Rankings. (2024). Media web reputation ranking. 2024 winter edition–Spain. SCImago Lab. https://www.scimagomedia.com/rankings.php?country=Spain&edition=2024_03
  64. Shi, Y., & Sun, L. (2024). How generative AI is transforming journalism: Development, application and ethics. Journalism and Media, 5(2), 582–594. https://doi.org/10.3390/journalmedia5020039
  65. Sonni, A., Hafied, H., Irwanto, I., & Latuheru, R. (2024). Digital newsroom transformation: A systematic review of the impact of artificial intelligence on journalistic practices, news narratives, and ethical challenges. Journalism and Media, 5(4), 1554–1570. https://doi.org/10.3390/journalmedia5040097
  66. Soto-Sanfiel, M. T., Ibiti, A., Machado, M., Marín Ochoa, B. E., Mendoza Michilot, M., Rosell Arce, C. G., & Angulo-Brunet, A. (2022). In search of the global south: Assessing attitudes of Latin American journalists to artificial intelligence in journalism. Journalism Studies, 23(10), 1197–1224. https://doi.org/10.1080/1461670X.2022.2075786
  67. Thomson, T., Thomas, R., & Matich, P. (2024). Generative visual AI in news organizations: Challenges, opportunities, perceptions, and policies. Digital Journalism. https://doi.org/10.1080/21670811.2024.2331769
  68. Trillo-Domínguez, M., Salaverría, R., Codina, L., & De-Moya-Anegón, F. (2023). SCImago media rankings (SMR): Situation and evolution of the digital reputation of the media worldwide. Profesional de la Información, 32(5), Article e320521. https://doi.org/10.3145/epi.2023.sep.21
  69. Túñez-López, J. M., Toural-Bran, C., & Cacheiro-Requeijo, S. (2018). Uso de bots y algoritmos para automatizar la redacción de noticias: Percepción y actitudes de los periodistas en España [Using bots and algorithms to automate news writing: Perceptions and attitudes of journalists in Spain]. Profesional de la Información, 27(4), 750–758. https://doi.org/10.3145/epi.2018.jul.04
  70. Tzachor, A., Whittlestone, J., Sundaram, L., & Ó hÉigeartaigh, S. (2020). Artificial intelligence in a crisis needs ethics with urgency. Nature Machine Intelligence, 2, 365–366. https://www.doi.org/10.1038/s42256-020-0195-0
  71. Ulfa, M. (2025). Journalists perception on the intersection of artificial intelligence, journalisms, and ethics. Societo Communication Journal, 2(2), 107–123.
  72. UNESCO. (2023). Guidance for generative AI in education and research. UNESCO. https://www.unesco.org/en/articles/guidance-generative-ai-education-and-research
  73. Veiga, C. (2023). To build trust in the age of AI, journalists need new standards and disclosures. Poynter. https://www.poynter.org/commentary/2023/jouranlism-artificial-intelligence-ethical-uses/
  74. Ventura-Pocino, P. (2021). Algorithms in the newsrooms. Challenges and recommendations for artificial intelligence with the ethical values of journalism. Catalan Press Council. https://fcic.periodistes.cat/wp-content/uploads/2022/03/algorismes_a_les_redaccions_ESP_.pdf
  75. Wang, R., & Ophir, Y. (2024). Behind the black box: The moderating role of the machine heuristic on the effect of transparency information about automated journalism on hostile media bias perception. Journalism. https://doi.org/10.1177/14648849241284575
  76. Wiard, V. (2019). Actor-network theory and journalism. Oxford University Press. https://doi.org/10.1093/acrefore/9780190228613.013.774
  77. Xiao, Q., Fan, X., Simon, F. M., Zhang, B., & Eslami, M. (2024). “It might be technically impressive, but it’s practically useless to us”: Practices, challenges, and opportunities for cross-functional collaboration around AI within the news industry. In Proceedings of the 2025 ACM Conference on Human Factors in Computing Systems (pp. 1–19). ACM. https://doi.org/10.1145/3706598.3714090