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All 25 capabilities together, in no particular order. This view is useful if you want to get a complete view of the framework and the capabilities, regardless of their categories.
Data driven technology seems to unlock opportunities. Yet it poses new types of risks, from bias and transparency challenges to issues of consent and data sovereignty.
This guide provides expanded information about the Data capability framework, including the levels of capability, descriptions of use, and example use cases.
This paper proposes a simple approach/tool (VPAt) for identifying the value propositions of explicit data management domains for stakeholder business imperatives.
BackgroundData management frameworks are traditionally unrelatable…
The New Zealand Open Data Meetups, despite COVID-19 lockdown, were able to safely gather and talk about experiences, data frustrations and ideas to help in these unusual times.
An early paper on the data flow model, with a particular emphasis on how it was being implemented at Stats NZ. This paper was written by…
The following articles are from the Centre for Data Ethics and Innovation's February 2025 newsletter. The newsletter comes out quarterly, full of news, commentary, opinion, and education.…
The following articles are from the Centre for Data Ethics and Innovation's March 2026 newsletter.