A big data state of mind: Epistemological challenges to accountability and transparency in data-driven regulation. - Shirley Kempeneer (Gov. Inf. Q., 2021)

Open government data from a legal perspective: An AI-driven systematic literature review. - Shirley Kempeneer; Ali Pirannejad; Johan Wolswinkel (Gov. Inf. Q., 2023)

Tkacz, Nathaniel (2022) Being with data: The dashboarding of everyday life, Polity Press. - Shirley Kempeneer (Inf. Polity, 2023)

Rethinking Open Government Data for Citizen Participation. An Introduction to a Special Issue. - Shirley Kempeneer; Johan Wolswinkel (Inf. Polity, 2023)

Virtual state, where are you? A literature review, framework and agenda for failed digital transformation. - Shirley Kempeneer; Frederik Heylen (Big Data Soc., 2023)

Beyond the Portal: Increasing Citizen Understanding of OGD with Storytelling. - Shirley Kempeneer; Johan Wolswinkel; Gijs van Maanen (Inf. Polity, 2025)