Data for Impact (D4I)

A Legacy of Global Health Monitoring, Evaluation, Research, and Learning (MERL)

About D4I

 Data for Impact  (D4I), funded by the  United States Agency for International Development  (USAID), supported countries to generate and use high-quality health and development data to improve their programs, policies, and—ultimately—health outcomes. D4I also strengthened local capacity to collect, analyze, and use data to support sustainable development and adaptive management in low- and middle-income countries. 

D4I is a consorsium led by the Carolina Population Center at the University of North Carolina at Chapel Hill in partnership with Palladium, ICF, JSI, and Tulane University. Implemented from September 2018 through March 2025, D4I is an associate award of MEASURE Evaluation Phase IV and has continued its long legacy of building evidence to improve monitoring, evaluation, research, and learning (MERL).


D4I's Key Themes

D4I's work spanned 34 countries across various health technical areas including maternal and child health (MCH), family planning (FP), reproductive health (RH), child protection and care (CPC), food security and nutrition, health systems strengthening, infectious disease, private sector engagement, and supply chain management.

D4I’s work focused on 6 thematic areas encapsulating the project’s goal of evidence generation and use. D4I not only addressed immediate health challenges but also laid the foundation for sustainable, data-informed decision-making processes that will continue to benefit global health initiatives in the years ahead.

Interact with stories about the 6 key themes by navigating the links below to learn more about D4I's work.

Group photo of a research team
Two young women smiling shyly at the camera
A group of researchers sitting around a table having a discussion


Theme 1: Localizing and Strengthening Local Capacity in MERL 

D4I ensured that its capacity strengthening approach aligned with USAID’s  Local Capacity Strengthening (LCS) Policy . Wherever possible, D4I incorporated intentional, demand-driven processes that start with understanding local systems and the roles that local actors play.

D4I developed  the Research and Evaluation Capacity Assessment Tool and Resource Package (RECAP)  for capacity action planning, monitoring sustainability, and promoting local voices throughout social accountability methods. D4I funded 4  small grants  and provided technical support to the sub-grantee teams in Afghanistan, Bangladesh, Nepal, and Nigeria to enhance local research capacity and address knowledge gaps in family planning (FP).

Explore and interact with case studies about D4I's local capacity strengthening efforts on the map below.

Strengthening Evaluation Capacity with RECAP

Enhancing Domestic Resource Mobilization for FP

Analyzing Regional Variations in FP Use

Assessing FP Commodities during COVID-19

Evaluating Health Facility Readiness for FP Services

Assessing the Economic Impact of Malaria on Vulnerable Groups

Strengthening Evaluation Capacity with RECAP

In collaboration with Nigerian-based Data Research and Mapping Consult, Ltd., D4I implemented the  RECAP tool  to identify existing organizational strengths and opportunities for growth in qualitative and quantitative data collection, analysis, and dissemination.

Enhancing Domestic Resource Mobilization for FP

With a small grant from D4I, the Health Policy Research Group at the University of Nigeria in Enugu explored  strategies to boost domestic funding for FP services  in Ebonyi State, revealing significant gaps and recommending increased government allocations for sustainable improvements.

Analyzing Regional Variations in FP Use

Through a D4I small grant, a research team from the Organization for Research and Community Development (ORCD) in Afghanistan analyzed the 2018 Afghanistan Household Survey to  explore regional disparities in FP use , identify key factors affecting unmet needs across the country, and provide targeted recommendations.

Assessing FP Commodities during COVID-19

A research team at the Central Institute of Science and Technology College received a D4I small grant to evaluate the  impact of the COVID-19 crisis on FP commodities  in Gandaki Province, Nepal, revealing challenges and adaptations in procurement, stock management, and service delivery.

Evaluating Health Facility Readiness for FP Services

Through a D4I small grant, researchers at the Department of Population Science and Human Resource Development at the University of Rajshahi in Bangladesh assessed the  readiness of health facilities to deliver FP services  using data from Service Provision Assessments from 10 countries. The study identified critical gaps and opportunities to strengthen health systems in regions with high unmet need for FP.

Assessing the Economic Impact of Malaria on Vulnerable Groups

D4I, in collaboration with  Côte d’Ivoire -based Synergie Expertise, conducted an evaluation to assess the economic impact of malaria burden on vulnerable groups and the effectiveness of the government’s free healthcare policies aimed at increasing access to and use of health services. Hear more about the collaboration from Firmin Seka, Executive Director of Synergie Expertise.


Theme 2: Integrating Gender across MERL 

D4I prioritized  gender integration across MERL  activities to ensure data are available to accurately assess gender and health outcomes, guiding policy and programmatic decisions. Through a solutions-driven approach that applied a gender lens, D4I advocated for gender, diversity, equity, and inclusion in collaboration with local partners to address inequalities in program design, implementation, monitoring, and evaluation.

D4I’s Standard Operating Procedure for Integrating Gender in MERL

D4I developed comprehensive guidance on integrating gender into MERL activities. The  Standard Operating Procedure (SOP) for Integrating Gender  outlines key terms, scenarios, and practical prompts to help researchers consider gender at every stage of the research process.

Strengthening Gender Competency among FP Providers

Two women sitting at a table having a discussion

Piloting the revised Gender Competency Self-Assessment Tool with a family planning provider in Uganda.

Building upon formative work by the USAID-supported HRH2030 project, D4I developed a  Gender Competency Self-Assessment Tool  and  eLearning course  to strengthen the gender competency of FP providers. D4I piloted the tool in Ghana and Uganda. In collaboration with the Ghana Health Services, D4I then tested various training implementation modalities with FP providers to inform roll-out.  Hear insights and recommendations  from trained FP providers in a webinar recording about how to design gender competency training for FP providers.

Measuring Reproductive Empowerment in Sub-Saharan Africa

A woman in colorful clothing smiling at the camera

Sample of the brief

D4I used longitudinal data to test the predictive validity of  Reproductive Empowerment Scale  to assess women’s capacity to make informed reproductive health (RH) decisions in sub-Saharan Africa. This tool measures women's communication with healthcare providers and partners, decision making, social support, and the influence of social norms around RH and fertility. Learn more in this brief ( English / French ) or  webinar .

Engaging Youth in the Dissemination of a National-level Survey in Bangladesh

The Bangladesh Adolescent Health and Wellbeing Survey (BAHWS) 2019-20 was the first nationally representative survey on adolescent health in Bangladesh. In February 2021, D4I invited youth to present and discuss survey results and their implications for health programming and policy at a dissemination event. Shusmita Khan, formerly of D4I Bangladesh, interviewed two young women involved in the BAHWS dissemination, to share lessons learned about engaging youth in survey dissemination.

Insights from Shusmita Khan on the BAHWS Dissemination


Theme 3: Collaborating with Universities and Governments to Strengthen M&E Systems

D4I strengthened the capacity of local actors, including governments and  universities , to conduct rigorous evaluations by promoting local ownership and prioritizing mutual collaboration.

Government Collaborations

D4I collaborated with governments to strengthen M&E by fostering mutuality, developing tools, and supporting local ownership of processes and priorities. Through tailored technical assistance in knowledge translation, D4I strengthened M&E systems to generate timely, actionable evidence for decision making.

University Collaborations

D4I adopted several approaches to local capacity strengthening of universities in Armenia, Bangladesh, the Democratic Republic of the Congo (DRC), Ethiopia, and Malawi, and Moldova.  Faculty and students from university partners  identified their capacity strengthening priorities, and D4I worked closely with each university to develop tailored interventions. 

Click on the map icons or photos to learn more about D4I's collaborations with governments and universities. Zoom in and out using the buttons at the lower right.

Government Collaboration in Colombia

Armenia Government Collaboration

Moldova Government Collaboration

Universities in Armenia & Moldova

Government Collaboration in Bangladesh

Bangladesh University Collaboration

University Collaboration in the DRC (video)

Ethiopia University Collaboration

University Collaboration in Malawi (video)

Government Collaboration in Rwanda

Uganda Government Collaboration

Government Collaboration in Colombia

Developing Indicators with Front-Line Workers to Improve Child Protection and Care: In  Colombia , D4I supported the Colombian Institute of Family Welfare (ICBF) to strengthen the collection and use of high-quality routine data and to  develop and prioritize indicators  for M&E of child protection and case management services.

Armenia Government Collaboration

Strengthening Systems for Child Protection and C-TIP:  D4I worked with the Armenia Ministry of Labor and Social Affairs  to implement and improve child protection and counter-trafficking in persons (C-TIP) systems through the development of a  case management information system  for child protection and care. D4I also supported MOLSA in the implementation and monitoring of the, and the  2020-2022 C-TIP National Action Plan .

Moldova Government Collaboration

Supporting the Government in Data Use: In Moldova, D4I has partnered with the government and local actors to promote a culture of data use for positive outcomes for children in adversity. D4I  mapped indicators  for monitoring the rights of persons with disabilities and developed Moldova’s  first compendium on disability . D4I supported the government in launching two Data Review Rooms, located in  Ștefan Vodă rayon  and  Chișinău , to facilitate regular, timely, and targeted review of data available on Ukrainian refugee children and families transiting or residing in Moldova. D4I also supported Moldova’s 37 Territorial Social Assistance Structures to  improve capacity  for M&E data quality, analytics, and use.

Universities in Armenia & Moldova

Preparing Future Social Workers for Data-Driven Practice: D4I transformed social work education through collaboration with universities in  Armenia  and  Moldova . In  Armenia , institutions embraced M&E courses, setting a new standard for data-informed decision making in social services. In  Moldova , universities integrated M&E courses into their programs, with remarkable success in student outcomes and curriculum development.

Government Collaboration in Bangladesh

Strengthening Data Use at the Ministry of Health and Family Welfare (MOHFW): Since 2012, USAID Bangladesh has supported the MOHFW Program Management and Monitoring Unit (PMMU) to strengthen capacity for using high quality routine health information and evaluations for evidence-informed decision making. One key approach involved embedding technical advisors within the PMMU, as described in the MEASURE Evaluation  brief .

Bangladesh University Collaboration

Developing Curricula in the Department of Population Science at Dhaka University: D4I's partnership with the Department of Population Sciences at Dhaka University enhanced skills in population research and training.  This collaboration  resulted in an updated curriculum, mentored Master’s students, and enhanced local capacity for locally led monitoring, evaluation, and learning in health, population, and nutrition programs.

University Collaboration in the DRC (video)

Catalyzing Evaluation Capacity at the Kinshasa School of Public Health: D4I partnered with the Kinshasa School of Public Health (KSPH) to conduct a performance and impact evaluation of the USAID-funded Integrated Health Program in the DRC. This collaboration focused on  local capacity strengthening  through tailored interventions. Watch and interview with Marc Bosonkie from the KSPH to hear more about this collaboration.

Ethiopia University Collaboration

Supporting the Next Generation of Researchers at Jimma University: D4I collaborated with  Jimma University  in  Ethiopia  to provide MEL support for the Packard Foundation-funded FUTURES project. This collaboration involved training on data collection and qualitative analysis, mentoring future researchers, and co-authoring research publications.

University Collaboration in Malawi (video)

Strengthening Capacity for Rigorous Evaluation at the Centre for Social Research: In collaboration with the  Centre for Social Research  (CSR) at the University of Malawi, D4I has conducted an  impact evaluation  of the USAID- and PEPFAR-funded Malawi Secondary Education Expansion for Development (SEED) activity. Watch this short  video  to hear CSR Senior Research Fellow, Tawonga Mwase-Vuma, discuss CSR’s  capacity strengthening experience .

Government Collaboration in Rwanda

Partner-Centered Approaches to Capacity Strengthening with the National Child Development Agency: D4I partnered with the  Rwanda National Child Development Agency  to enhance local M&E capacity and information systems for child protection services. Capacity strengthening interventions were aligned with the goals, priorities, and expected outcomes outlined in the  M&E Capacity Strengthening Plan .

Uganda Government Collaboration

Building Digital Skills in the Child Protection Workforce: D4I collaborated with the Uganda Ministry of Gender, Labor, and Social Development to enhance  digital skills  and data systems for monitoring care reform.  This effort  contributed to improved routine data collection, management, and evidence-informed planning and programming for children in adversity.


Theme 4: Using Routine Data for Research and Evaluation 

Routine health information system (RHIS) data—collected regularly at public, private, and community-level health facilities and institutions—are often overlooked by evaluators in favor of other data sources.

A Practical Guide to Using Routine Data in Evaluation

Building on the work of the USAID-funded MEASURE Evaluation project, D4I expanded the  use of routine data in evaluations and research  through the adaptation of existing tools and methods, development of new methodologies, and creation of a  guide  summarizing  findings from 13 related technical briefs . The guide serves as a resource for future researchers and includes examples from sub-Saharan Africa and Ukraine across a range of health areas.

EN-MINI Tools and EWEN-MINSMI Tools for Routine Health Information Systems

Tool logos

The  Every Newborn-Measurement Improvement for Newborn & Stillbirth Indicators (EN-MINI)  tools enhance the availability and quality of data on newborn and stillbirth indicators in RHIS.The EN-MINI tools were designed for reviewing progress and performance, enabling data use for actions to improve outcomes for newborns and prevent stillbirths. The EN-MINI tools were pilot tested in both  Bangladesh  and  Tanzania 

A man and a woman working with a tablet in a health outpost

Piloting the tools in Tanzania

The  Every Woman Every Newborn-Measurement Improvement for Newborn, Stillbirth, and Maternal Indicators (EWEN-MINSMI ) tools focus on maternal, newborn, and stillbirth data. Piloted in Tanzania, the EWEN-MINSMI tools support the Every Woman Every Newborn Everywhere (EWENE) initiative. The EWEN-MINSMI Tools expanded upon the EN-MINI Tools by integrating maternal health indicators.

Both tools guide priority actions to improve the availability, quality, and use of maternal, newborn, and stillbirth indicators in RHIS. The tools are free, user-friendly and designed for programmatic use with automatic analysis features for subnational and national use. Both sets of tools build on the PRISM tools.

Every Newborn-Measurement Improvement for Newborn & Stillbirth Indicators (EN-MINI) Infographic


Theme 5: Advancing the Global M&E Agenda 

D4I advanced the global M&E agenda by partnering with USAID, WHO, and other global organizations and technical working groups to provide thought leadership and expertise in evaluation and localization. At the country level, D4I engaged local actors in evaluation design, implementation, and analysis while promoting sustainable programs through evidence-informed approaches and adaptable tools. 

A group of people sitting around a table with notes and laptops

Group work with the Digital Skills Assessment Guide in Kampala, Uganda

Family Planning & Reproductive Health Indicators Database

D4I has advanced global health MERL for more than a decade with the  Family Planning (FP) and Reproductive Health (RH) Indicators Database . Since 2013, the digital tool has provided detailed guidance on more than 450 indicators in FP/RH programmatic areas.

FP/RH Indicators Database

Each indicator includes a detailed indicator reference sheet with definitions, data requirements, sources, purposes, and considerations. The multi-lingual global resource is continuously updated as metrics and new programmatic areas evolve.  

Supporting the WHO in Routine Health Data Analysis and Use

D4I, in collaboration with GEMNet-Health, supported the WHO in updating guidance and developing capacity strengthening materials for the  Analysis and use of health facility data: guidance for maternal, newborn, child and adolescent health (MNCAH) programme managers . Publicly launched by the WHO in 2023, the guidance and  capacity strengthening materials  feature a catalog of MNCAH indicators that can be monitored through health management information system data, along with detailed instructions for analyzing and visualizing indicators.

Assessing Approaches to Demand-side FP Measurement

IUSSP group discussion in Mombasa

In March 2024, D4I partnered with the International Union for the Scientific Study of Population (IUSSP)  Panel  on Rethinking Family Planning Measurement with a Rights and Justice Lens and the Population Council-Kenya to convene an  expert meeting  in Mombasa, Kenya. This global convening reexamined FP measurement, focusing on person-centered, context-sensitive approaches. Participants identified measures to assess FP progress, opportunities, and gaps and discussed strategies to  advance global FP measurement .

Monitoring Tool for Private Sector Engagement

PSE SAM Tool

The  Private Sector Engagement (PSE) Self-Assessment Monitoring (SAM) Tool  supports USAID Missions and their private sector partners in assessing and improving their engagement strategies. Piloted in the Philippines and Tanzania, the digital tool and includes automated analysis and results visualization. Learn how to use the PSE-SAM tool by watching  this webinar. 

Core Components Checklists for High Impact Practices in FP

Hands holding a tray with several kinds of birth control

Birth control samples in Tanzania

 High impact practices (HIPs) in FP  are a collection of evidence-informed practices identified by global experts that have demonstrated impact on contraceptive uptake and related outcomes. D4I conducted a  qualitative assessment  of the extent to which 3 of 8 service delivery HIPs—community health workers, mobile outreach service delivery, and immediate postpartum FP—were implemented across USAID-funded projects in  Bangladesh  and  Tanzania . Overall, D4I developed a list of 20 core components for the 3 service delivery HIPs. Learn how projects can  monitor HIPs implementation  with the  core components checklist .

D4I reflected on the strategies and lessons learned with Joyanta Roy from the Capacity Building Service Group (CBSG) in Bangladesh and Catherine Kahabuka from the  Centre for Research Mentorship and Support (CREMES International)  in Tanzania in this  blog post .

Global Goods: Strengthening Country Measurement of Child Protection and Care

In collaboration with USAID, UNICEF, country governments like  Cambodia  and  Uganda , and implementers, D4I supported the development and dissemination of guidance, tools, and approaches to measuring the strengthening of child care and protection systems at the country, regional, and global levels. Explore the approaches and tools to support data use in strengthening the care system below:

A woman and girl in Cambodia hang a mosquito net

Installing mosquito netting in Cambodia


Theme 6: Continuing the Legacy of MEASURE Evaluation & Informing Future MERL Projects 

For more than 30 years, USAID has supported global health MERL through the MEASURE Evaluation project and its associate awards. D4I proudly continued MEASURE Evaluation’s legacy of advancing data quality and measurement for global health MERL. In leveraging global leadership and MEASURE Evaluation’s expertise in health information systems strengthening, D4I contributed to building resilient systems, improving routine data quality assessments, enhancing data systems, and promoting data-driven decision making. This legacy of global health MERL, championed by D4I, will continue with the new Global Health Program, Evaluation, Analysis, Research, and Learning (Global Health PEARL) project and other USAID MERL initiatives.

D4I Timeline

Scroll through time to view D4I's history. Then, interact with the  Where D4I Worked  map to explore D4I’s legacy in 34 countries.


Where D4I Worked

Navigate around the interactive map by panning and zooming to view D4I’s work in the following countries. Click a country name to read more about D4I’s impact and legacy. Please enjoy this global overview of Data for Impact's more than 6-year journey in global health MERL!

Map Key

While D4I's work cut across a number of technical areas, we've highlighted countries that feature activities in the areas of Family Planning and Reproductive Health (FP/RH), Maternal and Child Health (MCH), Child Protection and Care (CPC), and Health Systems Strengthening (HSS).

Afghanistan (FP/RH)

In  Afghanistan , D4I funded ORCD through the  Small Grants Program  to analyze  regional variations in FP use  from the 2018 Afghanistan Household Survey. The research provided an estimate of the level of unmet need for FP both provincially and regionally.

Armenia (CPC)

In  Armenia , D4I partnered with Armenia  Ministry of Labor and Social Affairs  to strengthen data collection, management, and use of routine data to improve case management for child protection and care. D4I also supported  Counter-Trafficking in Persons  monitoring, enhancing data-informed decision making.

Bangladesh (FP/RH, MCH, HSS)

In  Bangladesh , D4I strengthened data use and program evaluation in partnership with USAID and the Bangladesh Ministry of Health and Family Welfare. D4I also bolstered local capacity for research and evaluation through partnerships with  icddr,b , NIPORT, and  Dhaka University , enabling  data-informed improvements in health, population , and  nutrition programs  across the country.

Benin (FP/RH)

In  Benin , D4I conducted a  midterm evaluation  of the USAID-funded  MOMENTUM Private Healthcare Delivery  project with field visits in  Benin  and  Ghana  to assess interventions, implementation status, quality, achievements, and obstacles. The findings indicated that MPHD made progress toward its objectives across 4 key result areas and highlighted opportunities to guide future investments in private sector engagement for FP/RH, MCH, and nutrition.

Botswana (FP/RH, HSS)

D4I partnered with local research organization Premiere to assess the PEPFAR-funded  DREAMS  initiative in  Botswana . The mixed methods study included  network analysis and participatory mapping  to assess referral networks for adolescent girls and young women accessing HIV services.

Burkina Faso (FP/RH, HSS)

D4I conducted a Phase I assessment and Phase 2  performance evaluation  of the USAID/West Africa-funded  AmplifyPF  project, which aimed to reduce unmet need for FP in urban areas of  Burkina Faso ,  Côte d’Ivoire ,  Niger , and  Togo . Using a mixed methods approach, the evaluation assessed the barriers and facilitators to project sustainability USAID/West Africa used the results to inform the next phase of the AmplifyPF project.

Burundi (FP/RH, MCH, HSS)

D4I implemented  the final evaluation  of the USAID/Burundi  Tubiteho  project, launched in 2019 to improve MCH in  Burundi . In partnership with Burundian-based CERPED, D4I used qualitative methods and SWOT analysis to assess the project’s impact and sustainability.

Cambodia (CPC)

D4I supported the Government of  Cambodia ’s child protection and  social service workforce programs and policies. This support included measuring progress, providing training in M&E, enhancing digital skills, and assessing the government’s Case Management Information System.

Colombia (CPC)

D4I partnered with the  ICBF  in  Colombia  to improve the collection and use of routine child protection data. By enhancing the usability of the Sistema de Información Misional and strengthening capacity of subnational staff in  evidence-informed decision making , D4I supported the ICBF in developing  indicators for its new case management system  to improve service outcomes.

Côte d’Ivoire (FP/RH, MCH)

D4I, in collaboration with  Côte d’Ivoire -based Synergie Expertise, conducted an evaluation to assess the economic impact of malaria burden on vulnerable groups and the effectiveness of the government’s free healthcare policies aimed at increasing access to and use of health services. D4I also conducted a Phase I assessment and Phase 2  performance evaluation  of the USAID/West Africa-funded  AmplifyPF  project, which aimed to reduce unmet need for FP in urban areas of  Burkina Faso ,  Côte d’Ivoire ,  Niger , and  Togo .

Democratic Republic of the Congo (DRC) (FP/RH, MCH, HSS)

In collaboration with the Kinshasa School of Public Health, D4I conducted a  mixed methods impact and performance evaluation  of the USAID/DRC  Integrated Health Program . The evaluation included baseline, midline, and endline data collection from health facility assessments, qualitative interviews and focus group discussions, and impact analysis using DHIS2 data. Findings indicated that USAID IHP positively impacted 4 of 13 indicators assessed—complicated pneumonia treatment, measles vaccination for children, complicated diarrhea and dehydration treatment, and new acceptors of modern contraceptive methods among women ages 15-49.

Ethiopia (FP/RH, MCH, HSS)

D4I led two evaluations in  Ethiopia . In collaboration with Jimma University, D4I assessed the Packard Foundation-funded  FUTURES project  to evaluate its impact on reproductive health, economic livelihood, agriculture, and conservation outcomes in the Yayu Coffee Forest Biosphere Reserve. D4I also conducted an  endline evaluation of USAID/Ethiopia's Private Health Sector Project .

Ghana (FP/RH, MCH, HSS)

In  Ghana , building on formative work by  the USAID-supported HRH2030 project, D4I developed and piloted a  Gender Competency Self-Assessment Tool  and eLearning course to enhance the gender competency of FP providers. In collaboration with the  Ghana Health Service , D4I tested different implementation modalities of the training to inform the roll-out in Ghana to improve FP providers' gender competency.

Honduras (FP/RH)

D4I conducted a  thematic FP evaluation  in  Honduras ,  Indonesia ,  Morocco , and  Peru  to assess the sustainability of FP/RH programs that had transitioned out of USAID’s bilateral assistance. The thematic evaluation examined the extent to which government, civil society, private sector, and other local actors continued to engage in FP programs and achieved positive health outcomes over time.

Indonesia (FP/RH)

D4I conducted a  thematic FP evaluation  in  Honduras ,  Indonesia ,  Morocco , and  Peru  to assess the sustainability of FP/RH programs that had transitioned out of USAID’s bilateral assistance. The thematic evaluation examined the extent to which government, civil society, private sector, and other local actors continued to engage in FP programs and achieved positive health outcomes over time.

Kenya (FP/RH, MCH, HSS)

D4I addressed data gaps on neonatal mortality by conducting a  desk review and secondary analysis  to generate estimates for 9 counties in  Kenya  to guide USAID/Kenya's MCH interventions. D4I collaborated with the Kenya Ministry of Health to provide technical assistance for the 2018-2019 Kenya Harmonized Health Facility Assessment.

Madagascar (FP/RH, MCH, HSS)

D4I conducted  midterm evaluations  of the USAID/Madagascar-funded  IMPACT  and  ACCESS  programs. These evaluations assessed the effectiveness of supply chain improvements, capacity building of district health management teams, and health service delivery.

Malawi (FP/RH, MCH, HSS)

D4I conducted a  mixed methods impact evaluation  of the  Malawi  Secondary Education Expansion for Development (SEED) program.D4I assessed outcomes in education, gender-based violence, early childhood and forced marriage, sexual and reproductive health, and menstrual hygiene management. D4I also carried out process monitoring for the Organized Network of Services for Everyone’s (ONSE) Health project. The monitoring informed recommendations to improve access to and quality of MCH services.

Mali

D4I assessed the application of USAID’s Multi-Sectoral Nutrition Strategy (MSNS 2014–2025) across 5 countries—Bangladesh,  Mali , Nepal, Rwanda, and Uganda—to understand its role in designing, implementing, and monitoring nutrition interventions.  This multi-country assessment  provided insights into the effectiveness of MSNS in improving nutritional status, economic productivity, and resilience in diverse contexts.

Moldova (CPC)

D4I collaborated with the  Moldova  Ministry of Labor and Social Protection and other key partners to  enhance data use for improving outcomes for children in adversity . D4I provided technical assistance, grants, and equipment to strengthen data systems, including Moldova’s  response to the Ukrainian refugee crisis  through data-informed strategic planning and emergency response efforts. D4I also conducted the  Moldova Quality of Life Survey  (MQOLS), a national-level household survey to assess the population’s health and wellbeing

Morocco (FP/RH)

D4I  conducted a  thematic FP evaluation  in  Honduras ,  Indonesia ,  Morocco , and  Peru  to assess the sustainability of FP/RH programs that had transitioned out of USAID’s bilateral assistance. The thematic evaluation examined the extent to which government, civil society, private sector, and other local actors continued to engage in FP programs and achieved positive health outcomes over time.

Mozambique (MCH)

In  Mozambique , D4I worked with the Maternal Mortality Estimation Inter-agency Group, the US Census Bureau, and UNFPA to update guidance on using census data for maternal mortality estimation.

Nepal (FP/RH, MCH)

D4I studied  chlorohexidine use for umbilical cord care , assessed implementation of the  Multi-Sectoral Nutrition Strategy Monitoring and Learning Plan  in  Nepal , and supported locally led research with the Central Institute of Science and Technology through the  Small Grants Program .

Niger (FP/RH, HSS)

D4I conducted a Phase I assessment and Phase 2  performance evaluation  of the USAID/West Africa-funded  AmplifyPF  project, which aimed to reduce unmet need for FP in urban areas of  Burkina Faso ,  Côte d’Ivoire ,  Niger , and  Togo . Using a mixed methods approach, the evaluation assessed the barriers and facilitators to project sustainability USAID/West Africa used the results to inform the next phase of the AmplifyPF project.

Nigeria (FP/RH, MCH, HSS)

D4I evaluated four USAID/Nigeria health, population, and nutrition activities in  Nigeria  to compare the effectiveness of integrated health programming versus disease-focused approaches. The evaluation assessed collaboration, coordination, and synergies among the activities, in addition to informing adaptive program implementation and USAID/Nigeria’s investment strategy. D4I also  pilot tested behavioral strategies  to increase engagement with the evaluation’s qualitative results.

Peru (FP/RH)

D4I conducted a  thematic FP evaluation  in  Honduras ,  Indonesia ,  Morocco , and  Peru  to assess the sustainability of FP/RH programs that had transitioned out of USAID’s bilateral assistance. The thematic evaluation examined the extent to which government, civil society, private sector, and other local actors continued to engage in FP programs and achieved positive health outcomes over time.

Philippines (FP/RH)

In the  Philippines , D4I piloted and digitized the  Private Sector Engagement Self-Assessment Monitoring  (PSE-SAM) tool to enhance collaboration among USAID and private sector actors. The digital tool enables rapid assessment of factors influencing engagement, featuring automated results aggregation and visualization.

Rwanda (CPC)

D4I employed mixed methods techniques to assess programs, evaluate the social service workforce, and strengthen capacity in evidence generation and use. D4I supported the  Rwanda National Child Development Agency  to strengthen its capacity to review and use child protection data management systems. D4I also worked with local Rwanda organization Research Hub to conduct a qualitative midterm evaluation of the  Rwanda  Gikuriro Kurio Bose- Rwanda Integrated Nutrition and Early Childhood Development  activity. Rwanda was included in D4I’s assessment of the implementation of the  Multi-Sectoral Nutrition Strategy Monitoring and Learning Plan .

South Africa

D4I developed a case study on the use of routine data in an evaluation of the performance of the National Tuberculosis Program. D4I also conducted an  experimental study  to identify effective messaging strategies to increase evidence use in decision making processes.

Tanzania (FP/RH, MCH, HSS)

D4I provided  site-level monitoring  and data collection to USAID/Tanzania and partners to assess quality standards and best practices in HIV, tuberculosis, MCH, and nutrition in  Tanzania . D4I also supported the  Every Newborn Action Plan  and  Ending Preventable Maternal Mortality  objectives by enhancing data collection on maternal and newborn care outcomes. The  EN-MINI Tools were implemented in Tanzania  through a collaborative initiative involving policymakers, healthcare professionals, and data experts.

Togo (FP/RH, HSS)

D4I conducted a Phase I assessment and Phase 2  performance evaluation  of the USAID/West Africa-funded  AmplifyPF  project, which aimed to reduce unmet need for FP in urban areas of  Burkina Faso ,  Côte d’Ivoire ,  Niger , and  Togo . Using a mixed methods approach, the evaluation assessed the barriers and facilitators to project sustainability USAID/West Africa used the results to inform the next phase of the AmplifyPF project.

Uganda (CPC, FP/RH, MCH, HSS)

D4I collaborated with the  Uganda  Ministry of Gender, Labor, and Social Development and other local partners to launch standard indicators and M&E guidelines for alternative care. D4I also piloted a  gender-competency self-assessment tool  with FP providers,assessed Uganda’s implementation of the  Multi-Sectoral Nutrition Strategy , and supported the guidance and measurement of child care and protection systems. D4I conducted geographical mapping of children’s homes and supported the government in planning solutions for children residing in unapproved children’s homes.

Zambia (CPC)

D4I pretested responsive care and early learning counseling cards developed by  USAID Advancing Nutrition  in  Zambia  to assess their appropriateness among caregivers of children under two.

Zimbabwe

D4I collaborated with local research firm M-Consulting to use qualitative and quantitative methods to evaluate the U.S. President’s Malaria Initiative (PMI)-funded  Zimbabwe  Assistance Program in Malaria (ZAPIM)’s capacity to prevent and treat malaria.

USAID and D4I logos

Credits

This Esri StoryMap was produced with the support of the United States Agency for International Development (USAID) under the terms of the Data for Impact (D4I) associate award 7200AA18LA00008. The views expressed in this publication do not necessarily reflect the views of USAID or the United States government.

The StoryMap production team would like to thank the entire staff of Data for Impact for their suggestions, photos, videos and thoughtful interviews.

Direction and editing

Sally Zweimueller

Assistant editing and research

Huyen Vu

Design and technical production

Becky Wilkes

Video editing

Wayne Hoover

Piloting the revised Gender Competency Self-Assessment Tool with a family planning provider in Uganda.

Sample of the brief

Tool logos

Piloting the tools in Tanzania

Group work with the Digital Skills Assessment Guide in Kampala, Uganda

IUSSP group discussion in Mombasa

Birth control samples in Tanzania

Installing mosquito netting in Cambodia