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U4 Anti-Corruption Resource Centre

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Blog post | 2025

Seeing the whole picture: Why corruption data must be disaggregated

Monica Kirya (2025)
U4 Blog Post
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https://www.u4.no/blog/seeing-the-whole-picture-why-corruption-data-must-be-disaggregated
Detailed, granular, useable data is a foundation for improved anti-corruption and anti-bribery work. We first need to ask the right questions – then make proper use of what we find.
Read more:
https://www.u4.no/blog/seeing-the-whole-picture-why-corruption-data-must-be-disaggregated

Monica Kirya

U4 Deputy Director; Principal Adviser (U4)
  • monica.kirya@cmi.no

U4 Anti-Corruption Resource Centre

Feb 2002 - Dec 2026
  • Corruption
  • Gender
  • Anti-corruption
  • Corruption
  • Basic services
  • Bribery
  • Datasets
  • Gender
  • Open source data
  • Sustainable development goals

Also from this project:

U4 Brief | Nov 2026

Corruption and climate adaptation: Lessons from Iraq and Lebanon

Robert Forster

Blog post | Oct 2026

Political finance in India: Closing the gaps, and aligning with UNCAC Resolution 11/7

Shivani Kapoor, Shelly Mahajan

See also:

Blog post | Oct 2026

What makes anti-corruption work in Ukraine effective and lasting?

David Jackson

CMI Brief | Sep 2026

Specialised police teams and sexual and gender- based violence: Why context matters

Marianne Tøraasen

U4 Practitioner Experience Note | Sep 2026

Operationalising the UNODC Statistical Framework to Measure Corruption. Interview series on corruption measurement initiatives at the national level

Sofie Arjon Schütte, Byron Villacis Cruz, Faryal Ahmed, Salomé Flores

Blog post | Sep 2026

European audiences do not need an overly positive story about anti-corruption in Ukraine. They just need a balanced one

David Jackson

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