Digital Transformation in the Media Industry: The Moderating Role of Human-AI Interaction Technologies
Abstract
This study examines the digital transformation journey of the media industry, with a specific focus on how human-AI interaction technologies moderate this transformation process. Using a qualitative approach combining thematic analysis and case studies, we investigate the mechanisms through which AI-human collaborative technologies influence organizational adaptation to digital environments. Moreover, Data collected from semi-structured interviews with media executives and industry professionals reveal that human-AI interaction capabilities significantly moderate the relationship between digital transformation initiatives and organizational outcomes. Our findings suggest that media organizations implementing user-centered AI interfaces achieve more successful digital transformation outcomes, particularly in content personalization, audience engagement, and operational efficiency. Consequently, this research contributes to digital transformation literature by identifying the critical moderating role of human-AI interaction technologies in facilitating successful media industry evolution and provides practical implications for media organizations navigating digital transformation challenges.
References
Bostrom, R. P., & Heinen, J. S. (1977). MIS problems and failures: A socio-technical perspective. MIS Quarterly, 1(3), 17–32. https://doi.org/10.2307/248710
Braun, V., & Clarke, V. (2006). Using thematic analysis in psychology. Qualitative Research in Psychology, 3(2), 77–101. https://doi.org/10.1191/1478088706qp063oa
Cui, J. (2024). Analysis digital transformation on corporate ESG performance: A qualitative study. Journal of Modern Social Sciences, 1(2), 89–98. (No DOI available; journal may be new or not widely indexed as of 2025)
Cui, J. (2025). Exploring the impact of digital leadership and green digital innovation on corporate digital transformation. Journal of Current Social Issues Studies, 2(4), 215–220.
Cui, J., Wan, Q., Chen, W., & Gan, Z. (2024). Application and analysis of the constructive potential of China’s digital public sphere education. The Educational Review, USA, 8(3), 350–354. https://doi.org/10.26855/er.2024.03.010
DeSanctis, G., & Poole, M. S. (1994). Capturing the complexity in advanced technology use: Adaptive structuration theory. Organization Science, 5(2), 121–147. https://doi.org/10.1287/orsc.5.2.121
Diakopoulos, N. (2019). Automating the news: How algorithms are rewriting the media. Harvard University Press. https://doi.org/10.4159/9780674239302
Doyle, G. (2013). Understanding media economics (2nd ed.). SAGE Publications. (No DOI available; book citation per APA, edition noted where applicable)
Eisenhardt, K. M. (1989). Building theories from case study research. Academy of Management Review, 14(4), 532–550. https://doi.org/10.5465/amr.1989.4308385
Küng, L. (2017). Strategic management in the media: Theory to practice (2nd ed.). SAGE Publications.
Lee, J. D., & See, K. A. (2004). Trust in automation: Designing for appropriate reliance. Human Factors, 46(1), 50–80. https://doi.org/10.1518/hfes.46.1.50_30392
Miller, T. (2019). Explanation in artificial intelligence: Insights from the social sciences. Artificial Intelligence, 267, 1–38. https://doi.org/10.1016/j.artint.2018.07.007
Shneiderman, B. (2020). Human-centered artificial intelligence: Reliable, safe & trustworthy. International Journal of Human-Computer Interaction, 36(6), 495–504. https://doi.org/10.1080/10447318.2020.1741118
Teece, D. J., Pisano, G., & Shuen, A. (1997). Dynamic capabilities and strategic management. Strategic Management Journal, 18(7), 509–533. https://doi.org/10.1002/(SICI)1097-0266(199708)18:7<509::AID-SMJ882>3.0.CO;2-Z
Van Dijck, J., & Poell, T. (2015). Making public television social? Public service broadcasting and the challenges of social media. Television & New Media, 16(2), 148–164. https://doi.org/10.1177/1527476414527136
Vial, G. (2019). Understanding digital transformation: A review and a research agenda. The Journal of Strategic Information Systems, 28(2), 118–144. https://doi.org/10.1016/j.jsis.2019.01.003
Westerman, G., Bonnet, D., & McAfee, A. (2014). Leading digital: Turning technology into business transformation. Harvard Business Press.


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