WORKING DRAFT - Data Responsibility in Rapid Scale Down or Closure of Operations
Repository for PDF files
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Modified: 10 December 2024
Revision of the OCHA Data Responsibility Guidelines, December 2024.
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Modified: 12 November 2024
An introduction to vegetation indices data that describes how to access, analyse and interpret this data in the context of a humanitarian response.
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Modified: 29 October 2024
This report is on partnering with META to give humanitarians open access to population data.
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Modified: 10 October 2024
Guidance Note on Statistical Disclosure Control, Arabic Translation
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Modified: 26 September 2024
This document summarizes the documentation and findings of the peer review of the global Conflict Alert System (CAST) that has been developed by Armed Conflict Location and Event Data (ACLED).
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Modified: 11 September 2024
Guidance Note on Data Security in Operational Management in Arabic
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Modified: 11 September 2024
Guidance Note on Responsible Approaches to Data Sharing in Arabic
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Modified: 11 September 2024
Guidance Note on Data Responsibility in Public-Private Partnerships in Arabic
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Modified: 11 September 2024
Guidance Note on Data Responsibility and Accountability to Affected People in Humanitarian Action in Arabic
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Modified: 11 September 2024
Guidance Note on the Implications of Cyber Threats for Humanitarians in Arabic
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Modified: 18 April 2024
Briefing Note on Artificial Intelligence and the Humanitarian Sector
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Modified: 25 March 2024
This tip sheet offers a set of recommended actions for data security in humanitarian operations, translated into French.
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Modified: 25 March 2024
This tip sheet offers a set of recommended actions for data security in humanitarian operations, translated into Ukrainian.
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Modified: 9 April 2024
This note describes the technical aspects of the trigger mechanism for Anticipatory Action in the Central American Dry Corridor (CADC).
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Modified: 25 March 2024
This tip sheet offers a set of recommended actions for data security in humanitarian operations, translated into Arabic.
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Modified: 28 February 2024
The State of Open Humanitarian Data 2024 contains details on the data available for each location, category and sub-category covered in the HDX Data Grids. It includes a country deep-dive for Colombia and showcases HDX's longstanding partnership with the World Food Programme (WFP). It also provides an example of how climate data is being used to predict the impact of typhoons in the Philippines and trigger anticipatory action.
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Modified: 16 February 2024
This technical note summarises the methodology used to calculate the number of people potentially exposed to flooding in Somalia in the 2024 Somalia Humanitarian Needs and Response Plan (HNRP).
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Modified: 26 January 2024
This report is on lessons learned from anticipatory action ahead of flooding in South Sudan in 2022.
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Modified: 25 October 2023
Note d'orientation: La responsabilité des données et la redevabilité aux personnes affectées
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Modified: 25 October 2023
Nota Orientativa: Responsabilidad de los datos y rendición de cuentas ante las poblaciones afectadas en la acción humanitaria
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Modified: 18 September 2023
Quality Measures for Humanitarian Data April 2023 Report by the Data Nutrition Project
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Modified: 15 August 2023
This Guidance Note explores data responsibility and Accountability to Affected People (AAP) in humanitarian action. It identifies common data-related benefits and risks related to AAP, explains how humanitarians can implement actions from the IASC Operational Guidance on Data Responsibility in Humanitarian Action and offers examples of joint approaches to this work.
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Modified: 18 July 2023
This document summarizes the documentation and findings developed in the peer review of the global displacement monitoring model.
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Modified: 18 July 2023
This document summarizes the documentation and findings developed in the peer review of the Anticipatory Action Trigger for Drought in Chad.
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Modified: 13 July 2023
This document summarizes the documentation and findings developed in the peer review of the Anticipatory Action Trigger for Flooding in Bangladesh.
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Modified: 13 July 2023
This document summarizes the documentation and findings developed in the peer review of the Anticipatory Action Trigger for Flooding in Nepal.
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Modified: 13 July 2023
This report summarizes the documentation and findings of the peer review of the INFORM Risk Index.
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Modified: 12 July 2023
INFORM Report 2023: Sharing Evidence for Managing Crises and Disasters
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Modified: 13 June 2023
An introduction to observational rainfall data that describes how to access, analyse and interpret this data in the context of a humanitarian response.
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Modified: 21 June 2023
An overview of precipitation forecasts and how to interpret and use different types of forecasts to inform humanitarian action.
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Modified: 5 April 2023
This Guidance Note provides an overview of the cyber threats, vulnerabilities, and implications facing humanitarians and people affected by crises, and offers recommendations to increase cyber resilience within and across organizations and their partners.
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Modified: 13 February 2023
This document summarizes the documentation and findings developed in the peer review of the Anticipatory Action Trigger for Drought in Niger.
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Modified: 13 February 2023
This report summarizes the documentation and findings of the peer review of the trigger used in UN OCHA’s Burkina Faso Anticipatory Action framework for drought.
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Modified: 14 June 2023
The State of Open Humanitarian Data 2023 contains details on the data available for each location, category and sub-category covered in 25 Data Grids. It includes a country deep-dive for South Sudan and showcases the work of the Humanitarian OpenStreetMap Team (HOT) on community mapping. It also provides examples of how climate impact data is being used to predict the impacts of a hazard on lives and livelihoods and trigger actions to mitigate them.
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Modified: 27 October 2022
This Guidance Note presents common threats to data security and vulnerabilities in operational data management, and offers a set of recommended actions to improve data security in humanitarian settings.
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Modified: 26 October 2022
This paper assesses the technical feasibility of conflict prediction for anticipatory action in the humanitarian sector.
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Modified: 5 October 2022
The Centre conducted an independent review of 510 's typhoon impact model for the Philippines, according to our Peer Review Framework.
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Modified: 1 June 2023
SÉRIE DE NOTES D’ORIENTATION LA RESPONSABILITÉ DES DONNÉES DANS L’ACTION HUMANITAIRE NOTE #1: CONTRÔLE DE LA DIVULGATION DE DONNÉES STATISTIQUES
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Modified: 1 June 2023
SÉRIE DE NOTES D’ORIENTATION LA RESPONSABILITÉ DES DONNÉES DANS L’ACTION HUMANITAIRE NOTE #2: LA GESTION DES INCIDENTS LIÉS AUX DONNÉES
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Modified: 1 June 2023
SÉRIE DE NOTES D’ORIENTATION LA RESPONSABILITÉ DES DONNÉES DANS L’ACTION HUMANITAIRE NOTE #3: LA RESPONSABILITÉ DES DONNÉES DANS LES PARTENARIATS PUBLIC-PRIVÉ
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Modified: 1 June 2023
SÉRIE DE NOTES D’ORIENTATION LA RESPONSABILITÉ DES DONNÉES DANS L’ACTION HUMANITAIRE NOTE #4: L’ÉTHIQUE DES DONNÉES HUMANITAIRES
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Modified: 1 June 2023
SÉRIE DE NOTES D’ORIENTATION LA RESPONSABILITÉ DES DONNÉES DANS L’ACTION HUMANITAIRE NOTE #5: ANALYSE D’IMPACT RELATIVE AUX DONNÉES
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Modified: 1 June 2023
SÉRIE DE NOTES D’ORIENTATION LA RESPONSABILITÉ DES DONNÉES DANS L’ACTION HUMANITAIRE NOTE #6: LA RESPONSABILITÉ DES DONNÉES DANS LES TRANSFERTS MONÉTAIRES
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Modified: 1 June 2023
SÉRIE DE NOTES D’ORIENTATION LA RESPONSABILITÉ DES DONNÉES DANS L’ACTION HUMANITAIRE NOTE #7: PARTAGE RESPONSABLE DES DONNÉES AVEC LES BAILLEURS DE FONDS
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Modified: 1 June 2023
SÉRIE DE NOTES D’ORIENTATION LA RESPONSABILITÉ DES DONNÉES DANS L’ACTION HUMANITAIRE NOTE #8: APPROCHES RESPONSABLES EN MATIÈRE DE PARTAGE DES DONNÉES
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Modified: 20 July 2022
This tip sheet offers instructions and templates for understanding data ecosystems in a humanitarian response.
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Modified: 25 March 2024
This tip sheet offers a set of recommended actions for data security in humanitarian operations.
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Modified: 13 June 2023
This tip sheet offers a set of recommended actions for data security in OCHA’s data management.
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Modified: 25 April 2022
The Centre conducted an independent review of the UCB Cider model, according to our Peer Review Framework. Cider is an open source toolkit developed by the Global Policy Lab at U.C. Berkeley for training models that use mobile phone data to infer poverty.
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Modified: 1 March 2022
One-page handout on the Predictive Analytics workstream of the OCHA Centre for Humanitarian Data.
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Modified: 1 June 2023
Una descripción general de la divulgación estadística (SDC, por sus siglas en inglés), un método para evitar el riesgo de re-identificación al gestionar encuestas con información confidencial y datos de evaluación de necesidades (microdatos).
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Modified: 1 June 2023
Cómo abordar incidentes relacionados con la gestión de datos que han causado daño o tienen el potencial de causar daño.
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Modified: 1 June 2023
Asesoramiento en el diseño de asociaciones responsables entre organizaciones humanitarias y el sector privado en iniciativas relacionadas con datos y tecnología.
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Modified: 1 June 2023
Asesoramiento en el diseño de asociaciones responsables entre organizaciones humanitarias y el sector privado en iniciativas relacionadas con datos y tecnología.
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Modified: 1 June 2023
Asesoramiento para trabajadores humanitarios sobre cómo decidir si realizar una evaluación del impacto de los datos, con ejemplos de herramientas de evaluación del impacto de los datos.
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Modified: 1 June 2023
Una descripción general de los beneficios y riesgos comunes relacionados con los datos que enfrentan los actores del efectivo y un conjunto de acciones que pueden tomar para mejorar la responsabilidad de los datos.
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Modified: 1 June 2023
Una descripción general de los objetivos y las limitaciones en torno al intercambio de datos confidenciales con los donantes y recomendaciones iniciales sobre cómo los donantes y las organizaciones humanitarias pueden compartir datos.
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Modified: 1 June 2023
Ejemplos comunes de datos confidenciales no personales y un enfoque para la clasificación de la información y la confidencialidad de los datos para las organizaciones humanitarias.
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Modified: 14 June 2023
GUIDANCE NOTE SERIES DATA RESPONSIBILITY IN HUMANITARIAN ACTION NOTE #1: STATISTICAL DISCLOSURE CONTROL
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Modified: 14 June 2023
GUIDANCE NOTE SERIES DATA RESPONSIBILITY IN HUMANITARIAN ACTION NOTE #2: DATA INCIDENT MANAGEMENT
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Modified: 14 June 2023
GUIDANCE NOTE SERIES DATA RESPONSIBILITY IN HUMANITARIAN ACTION NOTE #3: DATA RESPONSIBILITY IN PUBLIC-PRIVATE PARTNERSHIPS
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Modified: 14 June 2023
GUIDANCE NOTE SERIES DATA RESPONSIBILITY IN HUMANITARIAN ACTION NOTE #4: HUMANITARIAN DATA ETHICS
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Modified: 14 June 2023
GUIDANCE NOTE SERIES DATA RESPONSIBILITY IN HUMANITARIAN ACTION NOTE #5: DATA IMPACT ASSESSMENTS
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Modified: 14 June 2023
GUIDANCE NOTE SERIES DATA RESPONSIBILITY IN HUMANITARIAN ACTION NOTE #6: DATA RESPONSIBILITY IN CASH AND VOUCHER ASSISTANCE
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Modified: 14 June 2023
GUIDANCE NOTE SERIES DATA RESPONSIBILITY IN HUMANITARIAN ACTION NOTE #7: RESPONSIBLE DATA SHARING WITH DONORS
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Modified: 14 June 2023
GUIDANCE NOTE SERIES DATA RESPONSIBILITY IN HUMANITARIAN ACTION NOTE #8: RESPONSIBLE APPROACHES TO DATA SHARING
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Modified: 7 May 2021
Peer Review Framework for Predictive Analytics in Humanitarian Response (rev. 2)
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Modified: 24 February 2022
The State of Open Humanitarian Data 2022 contains details on the data available for each location, category and sub-category covered in 27 Data Grids. It includes a country deep-dive for Somalia and showcases the work of the United Nations Population Fund on population statistics. It also has an assessment of the data required for modelling, specifically for developing anticipatory action trigger mechanisms, with examples from Ethiopia, Malawi, Nepal and the Philippines.
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Modified: 11 February 2021
The goal of this report is to increase awareness of the data that is available to inform humanitarian operations around the world and to highlight what is missing, as measured through OCHA’s Humanitarian Data Exchange (HDX) platform. In a year dominated by the COVID-19 pandemic and its devastating impact on already-vulnerable populations, we saw record-breaking demand for data in the humanitarian sector coupled with persistent data gaps.
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Modified: 4 February 2024
One-page handout on the OCHA Centre for Humanitarian Data (last updated January 2024).
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Modified: 11 October 2021
IATI COVID-19 Data: Insights, Issues and Recommendations for Improvement
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Modified: 9 November 2021
Complex Systems Modeling for Humanitarian Action - Methods and Opportunities (Nov 2021)
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Modified: 15 November 2021
The Centre conducted an independent review of Cooper/Smith’s mobility model for Malawi, according to our Peer Review Framework.
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Modified: 11 September 2024
Guidance Note on Data Security in Operational Management in Arabic
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Modified: 11 September 2024
Guidance Note on Responsible Approaches to Data Sharing in Arabic
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Modified: 11 September 2024
Guidance Note on Data Responsibility in Public-Private Partnerships in Arabic