UNEG Ethical Principles for Harnessing AI in United Nations Evaluations | UNEG

Back

UNEG Ethical Principles for Harnessing AI in United Nations Evaluations

Downloads: 2

UNEG Reference Document 2025

UNEG Ethical Principles for Harnessing AI in United Nations Evaluations

Working Group

Data Analytics and AI Working Group

Tags

Ethics Knowledge Management

Overview

Prepared by the UNEG Data and AI Working Group this reference document discusses the increasing interest and practice of applying AI in UN evaluations and the rationale for developing a more comprehensive guidance protocol for establishing responsible use of AI for evaluation. It also presents five key ethical principles that underscore the responsible integration of AI in UN evaluation processes.

This document was approved as a UNEG Reference Document at the UNEG Annual General Meeting 2025.

Related

Compendium of Evaluation Methods Reviewed (Volume II)

UNEG Publication

UNEG Reference Document

2024

Compendium of Evaluation Methods Reviewed (Vol I and II)

Tags :

Approaches and Methods

Professionalisation

Downloads:

788

Evaluating Policy Influence Stocktaking Report

UNEG Publication

UNEG Reference Document

2023

Evaluating Policy Influence Stocktaking Report

Tags :

Policy

Downloads:

65

Self-Assessment Maturity Matrix for UN Evaluation Functions

UNEG Publication

UNEG Reference Document

2022

UNEG Self-Assessment Maturity Matrix for UN Evaluation Functions

Tags :

Approaches and Methods

Evaluation Function

Norms and Standards

Peer Reviews

Downloads:

84

UNEG Maturity Matrix Checklist

UNEG Publication

UNEG Reference Document

2022

UNEG Maturity Matrix Checklist

Tags :

Approaches and Methods

Evaluation Function

Norms and Standards

Peer Reviews

Downloads:

75

UN Contributions to NECD and the evolution of national evaluation systems

UNEG Publication

UNEG Reference Document

2022

UN Contributions to NECD and the Evolution of National Evaluation Systems

Tags :

Capacity Development

Downloads:

53

Stocktaking Study on the Utility of Peer Review

UNEG Publication

UNEG Reference Document

2022

Stocktaking Study on the Utility of Peer Review

Tags :

Approaches and Methods

Evaluation Function

Norms and Standards

Peer Reviews

Downloads:

19

Stock-Taking Exercise on Policies and Guidance of UN Agencies in Support of ESI Considerations

UNEG Publication

UNEG Reference Document

2021

Stock-Taking Exercise on Policies and Guidance of UN Agencies in Support of Evaluation of Social and Environmental Considerations

Tags :

Approaches and Methods

Environment

Policy

Downloads:

38

Quality Assurance of Decentralized Evaluations

UNEG Publication

UNEG Reference Document

2020

Quality Assurance of Decentralized Evaluations (Lessons Learned Paper #1)

Tags :

Assessment

Decentralised Evaluation

Downloads:

40

Mapping of Key Features of Decentralized Evaluation Functions Across UN Agencies

UNEG Publication

UNEG Reference Document

2020

Mapping of Key Features of Decentralized Evaluation Functions Across UN Agencies

Tags :

Capacity Development

Decentralised Evaluation

Evaluation Function

Downloads:

26

Mapping & Review of Evaluation Ethics

UNEG Publication

UNEG Reference Document

2019

Mapping & Review of Evaluation Ethics

Tags :

Approaches and Methods

Ethics

Downloads:

35

Back

YOU 'RE READING

UNEG Ethical Principles for Harnessing AI in United Nations Evaluations

2025