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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:

Blog post | Jul 2026

Clarifying boundaries for private sector contractor participation at the International Seabed Authority

Hannah Lily, Samantha Robb, Ellycia Harrould-Kolieb, Robert Forster

U4 Issue | Jun 2026

Navigating private-sector contractor participation at the International Seabed Authority

Hannah Lily, Samantha Robb, Ellycia Harrould-Kolieb (authors), Robert Forster (series editor)

See also:

CMI Brief | Jul 2026

Women’s activism in the context of religious counter-mobilisation: Lessons from The Gambia

Satang Nabaneh

Book Chapter | Jul 2026

Corruption and SDG 12: Sustainable Production and Consumption

David Aled Williams

Corruption and the Sustainable Development Goals

Book Chapter | Jul 2026

Corruption

David Aled Williams

SAGE Encyclopedia of Environmental Justice

CMI Working Paper | Jun 2026

War Comes Home: Conflict Exposure and Intimate Partner Violence in Ethiopia

Workineh Ayenew, Andreas Kotsadam, Charlotte Ringdal, Espen Villanger

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E-mail: cmi@cmi.no

CMI - Chr. Michelsen Institute
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