Beaulieu, A. and Leonelli, S. (2021) Data and Society: A Critical Introduction. London, UK: SAGE.
– https://uk.sagepub.com/en-gb/eur/data-and-society/book269709
– Open Access:  https://ore.exeter.ac.uk/repository/handle/10871/127993?show=full

Leonelli, Sabina. 2023. Philosophy of Open Science. Cambridge University Press. Open Access.
– https://doi.org/10.1017/9781009416368

Leonelli, Sabina, and Niccolò Tempini, eds. 2020. Data Journeys in the Sciences. Springer Open Access.
– https://doi.org/10.1007/978-3-030-37177-7

The Royal Society 2024 report: Science in the Age of AI.
– https://royalsociety.org/news-resources/projects/science-in-the-age-of-ai/

Werthner, Hannes, Carlo Ghezzi, Jeff Kramer, et al. eds. 2024. Introduction to Digital Humanism: A Textbook. Springer. 
– https://www.springerprofessional.de/en/introduction-to-digital-humanism/26552640

Kitchin, Rob. 2025. Critical Data Studies: An A to Z Guide to Concepts and Methods. Polity Books (Open Access). 
– https://polity-books-backend.prod.politybooks.wiley.host/wp-content/uploads/2024/12/KITCHIN-9781509566525-EPDF.pdf

Data Solidarity Glossary: https://dthlab.org/data-solidarity-glossary/
– Centre for the Study of Contemporary Solidarity (CeSCoS), University of Vienna

Data Ethics Quiz: https://learning.theodi.org/test-your-knowledge
– The Open Data Initiative (ODI)

Data Ethics for Practitioners Course : https://scistarter.org/training-dataethics
– SciStarter

Data Ethics in the Participatory Sciences Toolkit: https://participatorysciences.org/resources/data-ethics/
– Association for Advancing Participatory Sciences

CARE principles: https://www.gida-global.org/care 

Geotechnology Ethics – a unique course that explores the ethical and social issues with geodata technologies and applications, created by colleagues at the University of Twente: https://www.geoversity.io/courses/geotechnology-ethics/

PLUTO – Public Value Assessment Tool : https://pluto.univie.ac.at/
– Centre for the Study of Contemporary Solidarity (CeSCoS), University of Vienna

TRUST principles:https://www.fairsfair.eu/articles-publications/trust-principles-digital-repositories

FAIR Principles – Resources

Data & Society: https://datasociety.net/
– Independent non-profit research organization

The Digital Humanism Initiative: https://caiml.org/dighum/
– TU Vienna

GOVLAB—The Living Library
Selected readings on data governance: http://thelivinglib.org/selected-readings/

Research Data Alliance AIDV-WG Shared Citation Library
Curated readings on Artificial Intelligence and Data Visitation – https://www.zotero.org/groups/4922635/aidv-wg/library

Open Science Training Handbook: https://book.fosteropenscience.eu/
– Living handbook on Open Science

Open Science Training Resources—European Molecular Biology Laboratory (EMBL): https://www.embl.org/about/info/open-science/open-science-training-resources/

ORION Open Science: https://www.orion-openscience.eu/publications/training-materials
Training materials from EU Horizon 2020-funded project.

PHIL_OS—A Philosophy of Open Science for Diverse Research Environments: https://opensciencestudies.eu/
– University of Exeter & Technical University of Munich

Provost L, Di Donato F, Tóth-Czifra E. et al. “Open Science Training in TRIPLE [version 2; peer review: 1 approved, 2 approved with reservations].” Open Res Europe 3, no. 39 (2023) https://doi.org/10.12688/openreseurope.15430.2

UNESCO Open Science Toolkit: https://www.unesco.org/en/open-science/toolkit

GOVLAB—Open Governance Research Exchange : https://ogrx.org/
Academic articles relating to data governance

Harvard Data Science Review: https://hdsr.mitpress.mit.edu/

NFDI4DataScience — National research data infrastructure (NFDI) for the Data Science and Artificial Intelligence community in Germany: https://www.nfdi4datascience.de/
– Conversations on AI Ethics Video Series: https://www.nfdi4datascience.de/community/ai-ethics-video-series/
– Lecture Series: https://www.nfdi4datascience.de/community/lecture-series/