Data Collection, Analysis and Research

Gathering data and evidence on VAWG is vital for gaining insight into the scope, nature, severity and frequency of the different forms of violence experienced by women globally. This data can also help to shed light on who is at highest risk, identify perpetrators, locate hotspots, and reveal the myriad consequences of this violence for individuals, families, communities and societies. This evidence also helps to understand whether survivors can access existing support services. To get a full picture, UN Women supports the production of quality data from different sources to track progress against the SDGs, including prevalence survey data, administrative data, policy data, qualitative data and innovative methods and sources such as big data and remote data collection. In 2022 and 2023, UN Women supported institutions, governments, CSOs and academics to analyse, use and disseminate high-quality statistics and evidence on VAWG by working to increase capacities for the production of quality, comparable prevalence data on VAWG to track SDG progress; strengthen knowledge and data on femicides to support prevention and response interventions; increase the capacities of institutions to collect, analyse, use and disseminate high-quality administrative data on VAWG; and advance innovations to fill critical data gaps on VAWG. UN Women’s work on data and research also includes managing a comprehensive repository on government actions to address VAWG: the Global Database on Violence against Women. One of UN Women’s most popular portals, it receives more than half a million visitors a year.

Specific examples of UN Women’s work include:

Strengthened national statistical offices in 21 countries.

• Developed the Statistical Framework for Measuring Femicide with UNODC.
• Published the Global Technical Guidance for Administrative Data on VAWG to standardize reporting.
• UN Women America's & Caribbean Regional Office collected data using behavioural insights to develop evidence-based strategies to address TFVAW.
• UN Women Multi country office– Caribbean supported the increased availability of globally comparative VAWG prevalence data in the Caribbean through the first round of national prevalence surveys in Grenada, Guyana, Jamaica, Trinidad and Tobago and Suriname.
• UN Women MCO – Caribbean published the first studies on the Economic Costs of Violence Against Women and Girls in the Caribbean, in Grenada and Jamaica, and completed an additional ECOVAWG Study in Guyana.
• Research outputs included a costing study on IPV, big data analysis on VAW during crises (in the Pacific) and during COVID, pioneering studies on VAW in politics, violence against LGBTIQ+ people and measuring social norm change in Nepal. UN Women also supports national efforts to improve administrative data systems and is piloting the UN-endorsed statistical framework on femicide.

Reliable, high-quality data is essential to understanding and addressing violence against women and girls. Without robust data collection, tracking trends, and measuring the effectiveness of interventions, policymakers and practitioners lack the evidence needed to drive meaningful change. Spotlight Initiative has played a critical role in strengthening national data systems, ensuring that governments and institutions have the tools to collect, analyze, and use data effectively. By enhancing digital infrastructure, standardizing methodologies, and building capacity, the Initiative has improved the availability of disaggregated, globally comparable data on violence against women and girls to inform policies, services, and advocacy efforts.  

The Initiative has supported the development of national data systems, training thousands of government personnel to enhance their ability to produce and analyze prevalence and incidence data on violence against women and girls. Since 2019, 1,151 national statistics officers have strengthened their capacity in this area, and 55 national statistics offices have developed, adapted, and contextualized methods and standards to generate national-level data. This has led to a significant increase in the availability of publicly accessible data: 

• 94 per cent of target countries regularly report data on intimate partner violence—an increase of 32 per cent since the Initiative began. 
• 78 per cent of target countries have publicly available data on femicide. 
• 86 per cent of target countries report on female genital mutilation. 

Strengthening digital infrastructure has been a key component of these efforts. In Mozambique, for example, the InfoViolência database, which tracks gender-based violence cases, expanded significantly with Spotlight Initiative’s support. The number of registered cases tripled within a year, reaching approximately 6,000 cases in 2022. Investments in training police officers, government officials, and other duty-bearers have ensured that data collection processes are standardized and effectively implemented across all target districts. 

Similarly, Spotlight Initiative supported the establishment and expansion of the National GBV Data Situation Room and Dashboard in collaboration with the Federal Ministry of Women Affairs Nigeria from the six target states in which the Initiative works to 36 states and Federal Capital Territory (FCT). Additionally, the SGBV Accountability Tracker was launched in collaboration with Nigerian Governors’ Wives Forum and the Child Protection Information Management System was also established. As a result, reportage has been scaled up to ensure that GBV data is well coordinated for strengthened policy making and improved national response to violence against women and girls. 

Spotlight Initiative and the government of Jamaica helped establish a new GBV victim data dashboard geographic information system, strengthening efforts to prevent and, over time, reduce the prevalence of violence against women and girls.  This Early Warning Awareness and Response System provides the security, health, and justice sectors with critical, up-to-date information on violence against women and girls, enabling stakeholders, including law enforcement, to map hotspots, conduct risk assessments, and (through heat mapping) develop predictive analysis for all parishes in the country. The data collected will inform policies, programmes, and the response strategies (of service providers), and support the development and roll-out of effective prevention programmes. 

Beyond national efforts, Spotlight Initiative has contributed to groundbreaking research and knowledge-sharing initiatives to deepen understanding of gender-based violence. By producing high-quality data and making it widely accessible, the Initiative has empowered governments, civil society, and international organizations to take evidence-based action in preventing and responding to violence against women and girls. 

UNFPA plays a pivotal role in data collection, analysis, and research to enhance understanding and response to VAW. 

One of its flagship initiatives, kNOwVAWdata, provides technical support and capacity-building for ethical and robust VAW prevalence studies. Launched in 2016 in Asia-Pacific, it has since expanded to Eastern Europe, Central Asia, the Middle East, Africa, and Latin America and the Caribbean. The initiative helps countries collect and use data to inform programming and monitor SDG 5 on gender equality. 

In humanitarian settings, UNFPA leads GBV administrative data collection through the Gender-Based Violence Information Management System (GBVIMS), ensuring ethical handling of sensitive data to improve response efforts. In 2024, the UNFPA Humanitarian Response Division conducted an external review of GBVIMS, assessing progress and UNFPA’s role as a lead agency. 

Regional Data and Research Efforts 

• West & East Africa: In partnership with UNICEF and the Innocenti Center, UNFPA launched an operational study in 2024 to develop technical guidance for FGM and child marriage programming in humanitarian settings. 
• Arab States: Published "Voices from Syria" and "Voices from Sudan," providing qualitative insights into GBV in crisis settings. 
• Asia-Pacific: Supports VAW prevalence studies, ensuring ethical and robust methodologies. From 2021-2024, APRO supported national surveys in Bangladesh, Bhutan, Indonesia, and Vanuatu—with 32 out of 36 countries having conducted at least one study, and 12 with comparable data to track changes over time. In 2024, APRO and the University of Melbourne published research on technology-facilitated GBV in Asia, including in-depth studies in three countries. UNFPA also ran GBV data learning sessions in four countries in the Pacific under the Spotlight Initiative, hosted a GBV data course in Fiji, and developed the GBV Administrative Data Toolkit for the Pacific. 
• Latin America & Caribbean: Conducted the first regional qualitative research on child marriage and early unions (CMEU) in eight countries, in collaboration with Plan International, making the issue more visible. Based on this research, UNFPA and UNICEF launched an inter-agency strategy to eliminate CMEU, including the Allies for Children and Adolescents Free of Harmful Practices regional platform. 

Through these initiatives, UNFPA strengthens evidence-based policies and interventions, ensuring accountability in the global fight against GBV and harmful practices. 

UN Action has provided support and guidance, including to Senior/Women’s Protection Advisors, on the implementation of the Monitoring, Analysis, and Reporting Arrangements for CRSV (MARA), or similar mechanisms, where they have been established. UN Action is currently undergoing an analysis of the operationalisation of the MARA since Security Council resolution 1960 (2012) and conceptualising improvements to the MARA (or the MARA 2.0) to better fit the needs of a changing context.   

We have presented in-depth thematic reports on harmful practices, in particular witchcraft, female genital mutilation, and child, early and forced marriage at the Human Rights Council and used their recommendations in our advocacy with States. All reports emphasized that harmful practices are deeply rooted in gender inequality and patriarchal norms, violate women and girls’ human rights, and require stronger legal, policy, and coordinated efforts to be eradicated. OHCHR’s engagement resulted in moving from ad-hoc thematic reports to the elaboration of guidelines on child, early and forced marriage to guide laws, policies and interventions to tackle the practice, as crystallized in resolution 53/23 of the HRC.  

UNODC, in cooperation with the United Nations Entity for Gender Equality and the Empowerment of Women (UN-Women), provided updated global estimates of intimate partner/family member femicides through annual publications on femicides (in 2022, 2023 and 2024).  

In addition, in cooperation with UN-Women, UNODC published the Statistical framework for measuring the gender-related killing of women and girls (also referred to as “femicide/feminicide”), which identifies a typology of gender-related killings of women and girls and the list of variables that can be used to identify and count the various types of such killings. 

IOM developed the Intersectional Gender Analysis (IGA) toolkit in 2024, which aims to provide practical guidance to apply intersectional gender analysis in their work across different contexts and thematic areas. The toolkit includes guidance on safely collecting and utilizing data on violence, exploitation and abuse. IOM is currently piloting the toolkit in Afghanistan, Costa Rica, South Sudan and Ukraine. The piloting involves GBV technical leads in each country office to ensure protection mainstreaming and clear safe referrals of GBV. Moreover, GBV specialists' involvement adds value to reduce risks of overlooking inequalities and of causing harm, as well as to assure upholding human rights for women, girls and vulnerable groups to GBV.    

In 2020, IOM global GBV support team and Displacement tracking matrix developed tools, guidance and training to strengthen standards for safe and ethical GBV data collection in emergencies. Since 2021 IOM have been rolling this training out across DTM teams.  

In 2023, through the support of the Deutsche Gesellschaft für Internationale Zusammenarbeit (GIZ) GmbH, IOM developed the study on Gendered Reintegration Experiences and Gender-Sensitive/Responsive/Transformative Approached to Reintegration Assistance. The study examines GBV as it affects women's reintegration and offers recommendations for specialized services for GBV survivors. 

In 2023, supported by the Ministry of Foreign Affairs of the Netherlands, IOM published the Global Report - Mapping and Research to Strengthen Protection and Assistance Measures for Migrants with diverse SOGIESC, highlighting protection risks and vulnerabilities, including GBV, as well as key assistance measures for migrants with diverse SOGIESC.  

In 2023, FAO published the Status of Women in Agrifood Systems (SWAF) report. The report evaluates the limited existing evidence on GBV in agrifood systems and offers examples of successful strategies for mitigating, preventing, and addressing GBV. By offering concrete examples and identifying research needs, this report contributes to a deeper understanding of GBV in the agrifood context and supports the development of targeted interventions to mitigate violence against women and girls, particularly in rural agricultural settings.

In 2023, FAO published the Status of Women in Agrifood Systems (SWAF) report. The report evaluates the limited existing evidence on GBV in agrifood systems and offers examples of successful strategies for mitigating, preventing, and addressing GBV. By offering concrete examples and identifying research needs, this report contributes to a deeper understanding of GBV in the agrifood context and supports the development of targeted interventions to mitigate violence against women and girls, particularly in rural agricultural settings.  

Organizations that work directly with underserved women, survivors and communities gain valuable insights into effective strategies for addressing violence against women and girls. The UN Trust Fund systematically captures, curates and shares this practice-based knowledge and experience so that all can benefit. This occurs through one-on-one communications with grantee partners, learning exchanges, independent evaluations, thematic knowledge products co-produced with grantee partners, webinars and knowledge cafés.

Key data collection activities initiated during the reporting period include:

• An annual organizational survey among active grantee partners in addition to an annual partner survey introduced by the UN Trust Fund in 2021 to monitor the views of key partners (such as UN agencies, donors, other women’s funds, academic/research institutions and other CSO and WRO partners).
• In 2022, the UN Trust Fund launched SHINE, an online platform developed in collaboration with the Spotlight Initiative, which serves as a knowledge hub for civil society and women’s rights organizations, UN agencies, academics, researchers, practitioners, donors, and the private sector to co-create and amplify evidence-based knowledge that advances the shared goal of ending violence against women and girls.

The UN Trust Fund expands the global knowledge base by curating practice-based knowledge from the initiatives it supports, in co-creation with grantee partners. Between 2021 and 2024, the UN Trust Fund co-produced with civil society organizations a total of 34 knowledge products to codify the practice-based knowledge and learnings of grantee partners, whilst 79 final, external evaluations of grantee initiatives were produced with the support of the UN Trust Fund during this time. 

Finally, the UN Trust Fund also supports grantee partners’ capabilities to generate data and knowledge by providing dedicated funding and delivering tailored trainings and technical support. The eight grants awarded under the ACT programme in 2024 included, for the first time, a specific budget allocation for practice-based knowledge and learnings. An average of 59% of active grantee partners between 2021 and 2024 reported having an ability to produce knowledge or learning on ending violence against women programming with UN Trust Fund support.