Avoiding the kitchen sink: A guide to mixed methods approaches within digital rights governance

Gabrielle Lim, University of Toronto
Noura Aljizawi, University of Toronto
Shaila Baran, University of Toronto
Nicola Lawford, MIT
PUBLISHED ON: 18 Nov 2025 DOI: 10.14763/2025.4.2044

In this article, we performed a scoping review and argue that mixed or multi-method designs can better support collaboration when thoughtfully applied. However, indiscriminately combining methods without clear justification—the so-called ‘kitchen sink’ approach—risks overcomplicating research agendas and diluting their insights.

Beyond silos: Bridging the gap between law and software engineering – challenges, successes, and lesson drawing

Martina Siclari, University of Luxembourg
Salomé Lannier, University of Luxembourg
Olivier Voordeckers, University of Luxembourg
Stanisław Tosza, University of Luxembourg
Sallam Abualhaija, University of Luxembourg
Marcello Ceci, University of Luxembourg
Nicolas Sannier, University of Luxembourg
Domenico Bianculli, University of Luxembourg
PUBLISHED ON: 18 Nov 2025 DOI: 10.14763/2025.4.2042

Building flexible tools to approach law for interdisciplinary requirements extraction in software engineering.

Colliding ideas: Artistic explorations of data surveillance and data protection

Lucy Royal-Dawson, University of Ulster
Katherine Nolan, Technological University Dublin
Eugene McNamee, Ulster University
Laura O’Connor, Ulster University
Emma Campbell, Ulster University
Anna Pathé-Smith, The Open University
Kyle Boyd, Ulster University
Daniel Philpott, Ulster University
PUBLISHED ON: 18 Nov 2025 DOI: 10.14763/2025.4.2049

Colliding ideas from art and digital technology law to bridge disciplinary silos and generate learning impact.

Leveraging interdisciplinary methods for evidence collection in enforcement: Dark patterns as a case study

Johanna Gunawan, Maastricht University
Colin M. Gray, Indiana University
Cristiana Santos, University of Utrecht
Nataliia Bielova, Université Côte d’Azur
PUBLISHED ON: 18 Nov 2025 DOI: 10.14763/2025.4.2047

This article explores how interdisciplinary methods for evidence collection can be envisioned through a case study examining research and regulatory initiatives against dark patterns.

Governing phygital spaces: Human rights by design meets speculative design

Tehilla Shwartz Altshuler, Israel Democracy Institute
Rachel Aridor Hershkovitz, Israel Democracy Institute
Romi Mikulinsky, Aalto University
Boris Müller, Fachhochschule Potsdam
PUBLISHED ON: 18 Nov 2025 DOI: 10.14763/2025.4.2048

What happens when legal principles meet speculative storytelling and role-play workshops? Our interdisciplinary team found new ways to govern smart glasses, leading to the ‘ethics of interactions’ framework.

Troubling translation: Sociotechnical research in AI policy and governance

Serena Oduro, Data & Society Research Institute
Alice E. Marwick, Data & Society Research Institute
Charley Johnson, Data & Society Research Institute
Erie Meyer, Georgetown Institute for Technology & Law
PUBLISHED ON: 18 Nov 2025 DOI: 10.14763/2025.4.2043

The common call for researchers to simply “translate” sociotechnical insights into policy overlooks the complex dynamics of policymaking. Using two case studies, the article shows how meaningful relationships, not just translation, are key to embedding sociotechnical research in AI governance.

Developing the Citizen Summit Method: Understanding citizens’ views on digital surveillance technologies

Sally Dibb, Manchester Metropolitan University
Kirstie Ball, University of St Andrews Business School
Sara Degli Esposti, Institute of Philosophy of the Spanish Research Council (CSIC)
PUBLISHED ON: 18 Nov 2025 DOI: 10.14763/2025.4.2045

This paper discusses how to turn citizen summits into a robust, replicable, and participatory mixed methods approach for studying public views on digital surveillance technologies and other areas of internet policy.

By opening the craft of interdisciplinary method to more explicit scrutiny, this special issue provides a novel space to examine how knowledge in the domains of cybersecurity, privacy, and digital rights governance is made, contested, and reshaped.

Trading nuance for scale? Platform observability and content governance under the DSA

Charis Papaevangelou, University of Amsterdam
Fabio Votta, University of Amsterdam
PUBLISHED ON: 17 Sep 2025 DOI: 10.14763/2025.3.2037

This paper explores how the Digital Services Act’s Transparency Database enables platform observability, revealing critical insights into the practices of content moderation across the EU.