Data Collection, Analysis and Research

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. 

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ESCWA, in partnership with UN Women, held an Expert Group Meeting on “Methodologies for estimating the costs of achieving the Sustainable Development Goal 5 (SDG 5)” to receive input and expert advice on the proposed approaches and methodologies to estimate the opportunity cost of achieving the SDG 5 in the Arab States.ESCWA, in partnership with UNDP, UNFPA, and UN Women, under the Gender Justice & the Law project, has updated all country studies to account for amendments to legislation impacting gender justice and violence against women in the Arab region. Additionally, ESCWA developed the Gender Justice Portal (http://genderjustice.unescwa.org/), which includes all relevant materials on the legislation impacting gender justice and violence against women in the Arab region.ESCWA published the “Violence Against Women Survey Implementation Toolkit: Complete questionnaire for a stand-alone survey.”ESCWA contributed to a “Situational Analysis of Women and Girls in MENA and Arab States Region” coordinated by UNICEF and in partnership with UN Women, UNICEF, UNDP, UNFPA, WFP, WHO, UNESCO, FAO, Tdh, and Plan International.  The situational analysis aims to present a snapshot of the lives of women and girls in the Arab region, including instances of violence against women and women’s access to justice.ESCWA, in partnership with UN Women, UNICEF, UNFPA and National University of Ireland, Galway, produced the technical report on “Estimating the Cost of Child Marriage in the Arab Region: Background Paper on the Feasibility of Undertaking a Costing Study”  ESCWA, in partnership with UN Women, UNFPA, UNDP, UNODC and WHO, is undertaking a research study on domestic violence service provider coordination and referral systems in the Arab regionESCWA, on behalf of the Palestinian Ministry of Women’s Affairs, is currently conducting a Rapid Gender Analysis (RGA) of the May 2021 aggression against the Gaza Strip, including an analysis of the impact on GBV and access to GBV services.ESCWA contributed to a Rapid Gender Analysis (RGA) of the Beirut Port Explosions, which was coordinated by UN Women, in partnership with UNFPA, CARE and ABAAD. The analysis includes a discussion of the impact of the aftermath of the explosion on GBV and access to GBV services.ESCWA, in partnership with the National University of Ireland, Galway, supported the Palestinian Ministry of Women’s Affairs with the technical paper on the “Economic Costs of Marital Violence against Women in the State of Palestine.”ESCWA is supporting the Jordan National Commission for Women to implement a national survey to estimate the cost of the out of pocket expenses for survivors of domestic violence. Hide

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.  

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UNODC, through its Center of Excellence in Statistical Information on Government, Crime, Victimization and Justice in Mexico, continued to develop a statistical framework for the measurement of gender-related killing of women and girls. Together with UN Women, UNODC launched a Global Consultation on a Common Statistical Framework on Gender-Related Killings of Women and Girls (Femicide/Feminicide). This initiative responds to the 2019 request by the UN Statistical Commission to develop such a framework, based on the International Classification of Crime for Statistical Purposes. National institutions, civil society organizations and academics all over the word were invited to participate in the consultation and submit their responses.

In Kyrgyzstan, UNODC supported the use of gender-disaggregated statistical forms of gender-related crimes to be included in the electronic crime registry.

UNODC published the study "Abused and Neglected - A Gender Perspective on Aggravated Migrant Smuggling Offences and Response", which found that despite recurring cases where smuggled persons' life and safety is put at risk or where they are subjected to inhuman or degrading treatment there is little to no evidence of judicial responses to put an end to their impunity.

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 UNSD has supported the development of methodological work, including the Guidelines for Producing Statistics on Violence against Women—Statistical Surveys (2014) and the Manual on Integrating a Gender Perspective into Statistics (2016). 

UNSD manages databases that include indicators on violence against women: 

• Minimum Set of Gender Indicators: Measures human rights of women and girls based on five quantitative and four qualitative indicators. The quantitative indicators focus on violence against women, early marriage, and early fertility, while the qualitative indicators provide contextual information on legal frameworks addressing discrimination and harmful practices. 
• SDG Indicators Database 

UNSD also produces analytical reports highlighting trends in violence against women, drawing from international and national statistical sources. Since 1990, The World's Women reports have been published at five-year intervals, with seven reports released to date. Since 2019, Progress on the Sustainable Development Goals: The Gender Snapshot has been produced annually by UN Women and UNSD. 

Additionally, UNSD has lead reviews of gender statistics programmes in 2012 and 2022, assessing countries capacities to produce statistics on violence against women and other gender-related data.

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DPO collect data through qualitative and quantitative reporting to monitor progress, trends, and challenges including on protection and prevention to ending violence against women. Through WPS quarterly reporting, the peacekeeping operations report on gender-based violence incidents and survivors, gender responsive patrols by the military and police and local early warning mechanisms for prevention.

During the reporting period, Monitoring, Analysis and Reporting Arrangements (MARA) on Conflict-Related Sexual Violence (CRSV) were operational in MINUSMA, MINUSCA, MONUSCO, UNMISS, UNAMID and were central to peacekeeping efforts to address CRSV including through enhanced information sharing across civilian, police, and military mission components and the broader UN family and NGOs. The MARA supported the development of comprehensive analysis on the impact of the COVID-19 pandemic; supported the facilitation of the timely referral of survivors to essential services; supported to the development of action plans for implementation of national CRSV commitments; and informed targeted advocacy and sensitization efforts. Analysis from the MARA Working Groups also provided substantive content for the Secretary General’s Annual Report on Conflict-Related Sexual Violence with respect to the DRC, CAR, Mali, Sudan and South Sudan, including the “listing” of parties credibly suspected of committing or being responsible for CRSV.

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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.   

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During the last quarter of 2020, UNCHR's registration and case management system, ProGres v4, was upgraded. The operationalization of the CP and GBV modules was supported through a series of trainings and tailored technical support provided to country operation to increase their awareness and understanding of the new enhancements. The continued deployment of the ProGres v4 CP and GBV modules has increased the ability of operations to standardize and disaggregate the GBV and CP Case Management data for program quality and trend analysis.

The collection of survivors' personal data concerning GBV incidents is carried out only if the survivor has consented and wishes to be referred for protection or assistance in accordance with the GBV Guiding Principle and data protection principles, as outlined in UNHCR's GBV Policy. In the case of children, specific procedures for obtaining consent/assent from parents/caregivers and/or children are required, in adherence with the best interests of the child.

A standardized GBV Safety Audit tool has been developed to assess and monitor overall safety and GBV risk mitigation and response measures in operations, and to collect site-level information. Operations are utilizing the tool to inform programming.

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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.  

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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. 

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