Research Article

Transparency Discourse on Digital Platforms: A Comparative Textual Analysis of Platform Reports and Regulatory Texts in the EU and Türkiye

Volume: 10 July 16, 2026

Transparency Discourse on Digital Platforms: A Comparative Textual Analysis of Platform Reports and Regulatory Texts in the EU and Türkiye

Abstract

This study examines transparency reporting in digital platform governance through a comparative analysis of platform reports, the European Union’s Digital Services Act (DSA), and Türkiye’s Law No. 7253. Drawing on surveillance capitalism, disciplinary power, and critical platform studies, the research employs systematic qualitative content analysis using MAXQDA software. The analysis covers 65 transparency reports and two regulatory texts published by Meta, X (formerly Twitter), YouTube, and TikTok between 2017 and 2025. Inter-coder reliability was determined as κ = 0.82 (Cohen’s Kappa), indicating strong agreement. The findings show that platforms construct an illusion of algorithmic neutrality through a demonstrative and metric-based discourse, framing automated systems as neutral and objective while leaving moderation processes insufficiently explained. Comparative analysis indicates that EU regulatory texts place greater emphasis on accountability, while Turkish regulatory texts focus more on content removal and procedural compliance. The study argues that transparency reports primarily function as tools for demonstrating accountability and regulatory compliance rather than as mechanisms of democratic oversight. It contributes to debates on platform governance and regulatory accountability across different regulatory contexts. The findings further suggest that transparency is often limited to measurable metrics. This allows platforms to report activity without meaningfully explaining how moderation processes function.

Keywords

digital platforms, transparency reports, algorithmic governance, Digital Services Act (DSA), Turkish regulatory framework (Law No. 7253)

Ethical Statement

This study analyzes publicly available secondary data — transparency reports issued by Meta, X, YouTube, and TikTok, and the texts of the European Union Digital Services Act and Turkish Law No. 7253. It does not involve human participants, animal subjects, or the collection of primary data from individuals. Accordingly, ethics committee approval was not required for this study.

References

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APA
Dikbaş Torun, E. (2026). Transparency Discourse on Digital Platforms: A Comparative Textual Analysis of Platform Reports and Regulatory Texts in the EU and Türkiye. Lectio Socialis, 10. https://doi.org/10.47478/lectio.1921434
AMA
1.Dikbaş Torun E. Transparency Discourse on Digital Platforms: A Comparative Textual Analysis of Platform Reports and Regulatory Texts in the EU and Türkiye. Lectio. 2026;10. doi:10.47478/lectio.1921434
Chicago
Dikbaş Torun, Emel. 2026. “Transparency Discourse on Digital Platforms: A Comparative Textual Analysis of Platform Reports and Regulatory Texts in the EU and Türkiye”. Lectio Socialis 10 (July). https://doi.org/10.47478/lectio.1921434.
EndNote
Dikbaş Torun E (July 1, 2026) Transparency Discourse on Digital Platforms: A Comparative Textual Analysis of Platform Reports and Regulatory Texts in the EU and Türkiye. Lectio Socialis 10
IEEE
[1]E. Dikbaş Torun, “Transparency Discourse on Digital Platforms: A Comparative Textual Analysis of Platform Reports and Regulatory Texts in the EU and Türkiye”, Lectio, vol. 10, July 2026, doi: 10.47478/lectio.1921434.
ISNAD
Dikbaş Torun, Emel. “Transparency Discourse on Digital Platforms: A Comparative Textual Analysis of Platform Reports and Regulatory Texts in the EU and Türkiye”. Lectio Socialis 10 (July 1, 2026). https://doi.org/10.47478/lectio.1921434.
JAMA
1.Dikbaş Torun E. Transparency Discourse on Digital Platforms: A Comparative Textual Analysis of Platform Reports and Regulatory Texts in the EU and Türkiye. Lectio. 2026;10. doi:10.47478/lectio.1921434.
MLA
Dikbaş Torun, Emel. “Transparency Discourse on Digital Platforms: A Comparative Textual Analysis of Platform Reports and Regulatory Texts in the EU and Türkiye”. Lectio Socialis, vol. 10, July 2026, doi:10.47478/lectio.1921434.
Vancouver
1.Emel Dikbaş Torun. Transparency Discourse on Digital Platforms: A Comparative Textual Analysis of Platform Reports and Regulatory Texts in the EU and Türkiye. Lectio. 2026 Jul. 1;10. doi:10.47478/lectio.1921434