Do we have a Data Culture?
Source: https://link.springer.com/chapter/10.1007/978-3-658-27495-5_11 ↗
Kremser and Brunauer sharpen what "data culture" actually means by treating it as a subtype of organisational culture — not a technology stack or a dashboard habit but a set of shared assumptions about how decisions get made.
The paper distinguishes between organisations that claim to be data-driven and those whose structural conditions (governance, literacy, feedback loops) actually support it.
For product direction this is useful because it names the non-technical prerequisites that most data initiatives skip: you cannot build a data-informed product organisation by buying tools alone.
The framework is compact and provides a diagnostic lens for why some teams generate insight from their metrics while others drown in dashboards.
Pair with Croll and Yoskovitz's Lean Analytics for the operational complement.