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What this report has shown is that there are tools out there, such as the WHO’s mhGAP Intervention Guide and Training Manual and the Washington Group Extended Set of Questions, but these are not...
This document details perception questions and indicators that were developed to systematically monitor the performance of humanitarian assistance in Afghanistan through the views and perceptions...
This is a framework for applying data science methods for humanitarian outcomes. It aims to provide a set of ethical and practical guidelines for humanitarian data collectors, users, and...
This handbook will be a useful tool to raise awareness and assist humanitarian organizations in complying with personal data protection standards. It also addresses the need for specific guidance...
Data-driven artificial intelligence (AI) technologies are progressively transforming the humanitarian field, but these technologies bring about significant risks for the protection of vulnerable...
This course, Public Health in Humanitarian Crises 1, introduces discussions about the public health approach to problems experienced by people affected by disasters, both natural and related to...
This paper discusses how livelihoods-based minimum standards and guidelines provide tools and frameworks to change how decision makers currently design emergency response interventions. The paper...
The document proceeds in five sections. The first four detail current examples of AI systems that are used for vulnerable populations, analyze different forms of bias pertaining to AI systems,...
Artificial Intelligence (AI) can have transformative and impactful applications in the humanitarian sector. This collection contains guidelines, tools, reports, and other sources from various...
This document can also be found on the official website of REACH Initiative: https://www.reach-initiative.org. In response to the...