Skip to main content

ETHNOS_APP

Home • Search • Journals • List 0

How transparent are transparency reports? Comparative analysis of transparency reporting across online platforms

Bibliographic Data

ID21519299
AuthorsAleksandra Urman (0000-0003-3332-9294, University of Zurich, corresponding author), Mykola Makhortykh (0000-0001-7143-5317, University of Bern)
Year2023
Volume47
Issue3
Pages102477
Publication date2023-04-01
Open AccessYes
TypeARTICLE
VenueTelecommunications Policy (JOURNAL)
Journal identifiersISSN: 0308-5961 • E-ISSN: 1879-3258
PublisherElsevier BV (PUBLISHER)
DOI10.1016/j.telpol.2022.102477
OpenAlexW4313649548
LanguageEN
Citations received8
References cited24

Over the last decade, transparency reports have been adopted by most large information technology companies. These reports provide important information on the requests tech companies receive from state actors around the world and the ways they respond to these requests, including what content the companies remove from platforms they own. In theory, such reports shall make inner workings of companies more transparent, in particular with respect to their collaboration with state actors. They shall also allow users and external entities (e.g., researchers or watchdogs) to assess to what extent companies adhere to their own policies on user privacy and content moderation as well as to the principles formulated by global entities that advocate for the freedom of expression and privacy online such as the Global Network Initiative or Santa Clara Principles. However, whether the current state of transparency reports actually is conducive to meaningful transparency remains an open question. In this paper, we aim to address this through a critical comparative analysis of transparency reports using Santa Clara Principles 2.0 (SCP 2.0) as the main analytical framework. Specifically, we aim to make three contributions: first, we conduct a comparative analysis of the types of data disclosed by major tech companies and social media platforms in their transparency reports. The companies and platforms analyzed include Google (incl. YouTube), Microsoft (incl. its subsidiaries Github and LinkedIn), Apple, Meta (prev. Facebook), TikTok, Twitter, Snapchat, Pinterest, Reddit and Amazon (incl. subsidiary Twitch). Second, we evaluate to what degree the released information complies with SCP 2.0 and how it aligns with different purposes of transparency. Finally, we outline recommendations that could improve the level of transparency within the reports and beyond, and contextualize our recommendations with regard to the Digital Services Act (DSA) that received the final approval of the European Council in October 2022

Business · Computer security · Internet privacy · Moderation · Social media · World Wide Web · Computer Science · Ethics and Social Impacts of AI · Hate Speech and Cyberbullying Detection · Privacy, Security, and Data Protection

  • Algorithmic visibility and the feedback loop of othering

    Amaka Peace Onebunne, Peace Chinenye Nwachukwu et al.•African Journal of Science,…•2026

  • Copyright at the margins

    Open Access•C Reynolds, D Bondy Valdovinos Kaye et al.•New Media & Society•2026

  • Content removal

    Open Access•Chinwendu Praise Akalonu•Online Media and Global…•2024

  • How harassment and hate speech policies have changed over time

    Open Access•Elizabeth Dubois, Anna Reepschlager•Policy & Internet•2024

  • Meta (Facebook) and US national security data requests

    Open Access•Shane Terence Miller•Media War & Conflict•2025

  • The Role of Islamic Education Teachers in Addressing the Negative Impact of the TikTok on Teenagers in Lampung, Indonesia

    Open Access•Rumadani Sagala, Iin Kandedes•Millah Journal of Religious Studies•2024

  • Comparing AI literacy policies in the European Union, the United States, India, and China

    Open Access•Haoyu Yang, Jinghong Xu et al.•Telecommunications Policy•2025

  • Big data, small answers

    Open Access•Samuel Groesch, Alena Birrer et al.•Telecommunications Policy•2026

  • Organizational Transparency

    Open Access•Oana Brindusa Albu, Mikkel Flyverbom•Business & Society•2019

  • Transparency in Historical Perspective

    Christopher Hood•Transparency•2006

  • “Transparency Washing” in the Digital Age

    Open Access•Monika Zalnieriute•Critical Analysis of Law•2021

  • Expanding the debate about content moderation

    Open Access•Tarleton Gillespie, Pat Aufderheide et al.•Internet Policy Review•2020

  • The Vulnerabilities of Trusted Notifier-Models in Russia

    Open Access•Liudmila Sivetc, Mariëlle Wijermars•Media and Communication•2021

  • What is a flag for? Social media reporting tools and the vocabulary of complaint

    Open Access•K Crawford, Tarleton Gillespie•New Media & Society•2014

  • Not all who are bots are evil

    Open Access•Mykola Makhortykh, Aleksandra Urman et al.•New Media & Society•2022

  • Seeing without knowing

    Open Access•Mike Ananny, K Crawford•New Media & Society•2016

  • Context matters

    Open Access•Aleksandra Urman•Media Culture & Society•2020

  • Explanations of news personalisation across countries and media types

    Open Access•Mariella Bastian, Mykola Makhortykh et al.•Internet Policy Review•2020

  • Election Campaigning on Social Media

    Open Access•Sebastian Stier, Arnim Bleier et al.•Political Communication•2018

  • Algorithmic content moderation

    Open Access•Robert Gorwa, Reuben Binns et al.•Big Data & Society•2020

  • The uncertain relationship between transparency and accountability

    Jonathan Fox•Development in Practice•2007

  • Sunlight in cyberspace? On transparency as a form of ordering

    Open Access•Mikkel Flyverbom•European Journal of Social Theory•2015

Citations per year4
Citation span2024 - 2026 (3)
Highly citedNo

Tools

Open DOIOpen Access
Ethnos_APP • Open Source Project • MIT License • Frontend v2.0.0 • Privacy and Cookies • API Documentation: api.ethnos.app/docs • API Source Code: GitHub • DOI: 10.5281/zenodo.17049435 • Frontend Source Code: GitHub • DOI: 10.5281/zenodo.17050053 • cruz.rio.br • Expectantes Misericordiae