Data Culture Baseline Questionnaire

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Assessment

Use the scale below for each statement:

1 = Strongly Disagree · 5 = Strongly Agree

Q1. Decision reliance
Material business decisions are routinely made using governed, shared data rather than local extracts or shadow analyses.
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Q2. Adoption breadth
Data assets created by one team are regularly used by other teams without direct mediation.
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Q3. Trust behavior
When data quality issues arise, teams work to fix the data rather than abandon it.
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Q4. Cross-domain sharing

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Data moves across organizational boundaries with minimal friction once governance requirements are met.
Q5. Governance as enabler
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Q6. Metadata as infrastructure
Governance processes accelerate delivery rather than delay it.
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Q7. Scalability confidence
Metadata is treated as a prerequisite for use, not as optional documentation.
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