From voice to care: scalable mental health solutions for conflict-affected settings
Millions of people affected by conflict and forced displacement face high levels of depression, anxiety, and PTSD. Yet in many of these settings, access to mental health services remains extremely limited. Traditional models of care—dependent on trained specialists and in-person delivery—are often difficult to scale in fragile and resource-constrained environments.
BRIDGE-MH is a multi-country research initiative designed to address this gap. By combining cutting-edge digital technologies with rigorous evidence, the project aims to transform how mental health needs are identified and addressed in humanitarian settings.
At the core of the initiative is the use of innovative, scalable tools, including AI-powered voice-based screening and digitally delivered psychological interventions. These tools are rigorously evaluated through randomized controlled trials across diverse contexts, including Colombia, the Democratic Republic of Congo, Jordan, Poland, and Uganda.
By bridging technology, evidence, and implementation, BRIDGE-MH seeks to make mental health care more accessible, equitable, and responsive in some of the world’s most challenging environments.
We leverage technology to diagnose mental health needs more efficiently and accurately. This includes AI-powered voice screening technologies that can detect signs of depression, anxiety, and PTSD from short audio ...
Delivering accessible mental health interventions
We evaluate mental health interventions adapted for low-resource and humanitarian contexts, designed to be accessible through mobile phones and other widely available technologies.
Through randomized controlled trials across multiple countries, we generate rigorous evidence on what works, for whom, and at what cost, emphasizing cost-effectiveness, feasibility, and real-world implementation.
Supporting adoption and integration
We work closely with governments, international organizations, and service providers to translate evidence into action, ensuring that successful solutions can be integrated into existing systems.
Country director of International Mercy Corps and mental health professional. He serves as co-chair of the MHPSS Working Group Jordan, that includes organizations such as WHO, UNICEF, the Center for victim of Torture, MSF, Institution for Family Health, Jordan River Foundation and others.
Research Analyst at the Africa Gender Innovation Lab (World Bank Group). She has expertise in mental health, preventive behavior, gender-based violence, and financial inclusion. She has led evaluations of MHPSS services in Côte d’Ivoire and contributed to the AGIL report Pathways to Prosperity for Adolescent Girls. She holds a Ph.D. in Economics from the University of Paris 1 Panthéon-Sorbonne.
Roberta Danieliūtė
Research Assistant at the New York University Abu Dhabi Department of Social Sciences. Her research interests lie at the intersection of international relations and comparative politics. She currently employs quantitative methods and survey research to support projects on environmental governance, public health, and electoral processes in Sub-Saharan Africa. She holds a BA in Political Science from NYU Abu Dhabi and a MSc in International Relations at LSE.
Senior Economist, Africa Gender Innovation Lab (World Bank Group). She leads research on social protection, socio-emotional skills, and climate change. With over 20 years of experience in development and behavioral economics, she has conducted policy-oriented studies on human capital, mental health, and agricultural risk. Her research has been published in top journals. Previously, she was Executive Director at J-PAL South Asia, Associate Professor at the University of Cape Town, and Research Fellow at IFPRI. She holds a Ph.D. from the Paris School of Economics.
Economist, Development Research Group (World Bank Group). Her current research lies at the intersection of education, mental health, and social-emotional skills in settings affected by conflict and violence. She leads research projects in various regions, including Latin America, Eastern Europe, South Asia, and Sub-Saharan Africa. She's also part of of the research initiative on AI and digital development. She holds a Ph.D. and a master’s degree in economics from the Catholic University of Chile.
Lead Economist, Development Research Group (World Bank Group). Toan has co-directed the 2023 World Development Report “Migrants, Refugees, and Societies”. His current research is at the intersection of conflict fragility, human development (including mental health), and technology. He is part of the World Bank’s research initiative on AI and Digital Development. He holds a Ph.D. in economics from MIT.
Senior health specialist. Marelize works at the intersect of digital technology, AI, and human development. Her research interests focus on the value and regulatory dimensions of digital and data technologies for human development, and on implementation science research aspects of digital adoption. Prior to joining the Bank, Marelize worked for leading private sector and non-governmental organizations on large scale health and education sector digital transformations in Africa, Asia, and Eastern Europe.
Economist, Africa Region Gender Innovation Lab (World Bank Group). Adiam has 15 years of experience in development research on women’s economic empowerment and childhood development in Sub-Saharan Africa. She leads projects on entrepreneurship, wage employment, childcare, and mental health, and also heads the Gender Innovation Policy Initiative for Ethiopia. Previously, she worked with the Policy Research Institute and the Association of Ethiopian Microfinance Institutions. She holds master’s degrees in economics and development studies.
Senior Economist, Social Protection and Labor, Eastern Europe and Central Asia (ECA), World Bank Group. She has extensive experience leading policy advice, operational engagements and research studies on social assistance, social services and employment programs for poor and vulnerable people in ECA and Africa. She authored global reports and research papers on jobs, skills, entrepreneurship and poverty targeting. She holds a PhD in Economics from Bocconi University and a M.Sc. from Pompeu Fabra University.
Associate Professor with the Department of Political Science at the University of Gothenburg. She is an expert on Middle East politics, large-N survey methods, and experimental design informed by fieldwork and in-depth interviewing techniques.
Rosco Kasujja
Associate Professor of Clinical Psychology at Makerere University (Uganda) and an internationally certified trainer in Interpersonal Psychotherapy for Groups (IPT-G). He has provided training and clinical supervision for humanitarian workers and NGOs across Africa, with research focusing on cultural adaptation of interventions and competencies for non-specialist providers.
Senior Economist, Poverty & Equity practice (World Bank Group). He focuses on social protection, subsidies and quantifying the impact of climate change on the poor through the use of big data and machine learning. Erwin has a PhD in Applied Economics from Cornell University, where he wrote his dissertation on resilience and food security in the context of climate change. Prior to Cornell Erwin was an Overseas Development Institute Fellow at the Liberian Ministry of Finance. Erwin has a MSC in Economics for Development from Oxford (’12) and a joint BS/MA from Georgetown University’s School of Foreign Service (’11).
Ron Kessler
McNeil Family Professor of Health Care Policy, Harvard Medical School. His research focuses on the social determinants of mental health from an epidemiological perspective. He has authored over 1,000 publications, received major awards from the National Institute of Mental Health, and has long been among the most cited researchers in psychiatry. He is an elected member of the National Academy of Sciences, National Academy of Medicine, and the American Academy of Arts and Sciences. Kessler is the principal investigator of the U.S. National Comorbidity Survey and several replications. He also leads the World Mental Health Survey Initiative, a series of comparative community epidemiological surveys examining the prevalence and correlates of mental disorders and their treatment across more than 30 countries worldwide. He also directs the Harvard site for Army STARRS-LS and the AURORA Study, and contributes to the Precision Treatment of Mental Disorders Initiative. Kessler earned his PhD in sociology from New York University and joined Harvard in 1994 after serving on the faculty at the University of Michigan.
Renata Korzeniewska
is a public administration professional with the experience in managing EU–funded programs, regional policy implementation in Poland and international advisory projects. She has contributed to analytical work within Subnational Business Ready in the European Union: Poland.
Elie Lowakondjo Lukangaka
is a Congolese clinical psychologist and university lecturer with extensive experience in mental health care, psychosocial support, and humanitarian contexts across Central Africa. He serves as the Director General of the SOSAME Psychiatric and Mental Health Center in Bukavu, Democratic Republic of Congo. Dr. Elie’s career spans over 15 years as a clinician, trainer, and academic, with expertise in trauma, staff care, and community-based mental health approaches.
Andres Moya
Associate Professor of Economics, Universidad de los Andes, Bogotá, Colombia. Andres has a Ph.D. in Agricultural and Resource Economics from the University of California, Davis. He directs Semillas de Apego and serves as a Commissioner for the 2024-2025 Lancet Commission on Health, Conflict, and Forced Displacement. His research examines the impacts of conflict and forced displacement on poverty and mental health, designing interventions like the Semillas de Apego program. He holds a PhD in Economics from UCS Davis.
Anastasiya Noha-Asanov
PhD Candidate at the University of Kassel, Germany. Her research is centered around impact evaluations of digital tools for education and mental health, e.g., the "Self-Help Online" project for Ukrainian refugees in Europe. She co-authored publications in PNAS and Social Science & Medicine.
Rosaly Severijns
Postdoctoral Researcher in Environmental and Behavioral Economics at KU Leuven. She has expertise in designing and analyzing randomized controlled trials and social network interventions, with research spanning mental health, pro-social behavior, and environmental outcomes. She collaborates closely with NGOs to evaluate digital behavioral interventions. She holds a PhD from Hasselt University.
Professor of Clinical Psychology at Vrije Universiteit Amsterdam and Director of the WHO Collaborating Center at VU University. She has led multiple randomized trials of early psychological interventions to prevent depression, anxiety, and PTSD following trauma, and has extensive experience adapting and testing interventions such as Step-by-Step for refugee populations.
Noah Stein
Noah has fifteen years of experience in speech and audio applications of machine learning. He led technical development of Kintsugi’s voice biomarker models for mental health. His research in the field also spans keyword spotting for Amazon Alexa and audio source separation ("the cocktail party problem”). He holds a Ph.D. in Electrical Engineering and Computer Science from MIT, concentrating in computational game theory.
Associate Professor of Political Science at New York University Abu Dhabi. He specializes in conflict, governance, and research design, with extensive fieldwork in Sub-Saharan Africa, including the Democratic Republic of Congo and Sierra Leone. His research is published in leading political science and economics journals, and he regularly consults for organizations such as the World Bank and UNHCR.
Peter Ventevogel
Psychiatrist at the University of Amsterdam. He has 24 years of experience in programming for mental health and psychosocial support (MHPSS) for populations affected by violence and displacement. Since 2013, Peter has been working with the Public Health Section of UNHCR as their Senior Mental Health and Psychosocial Support Specialist. He oversees and provides technical support to UNHCR operations worldwide, including through field support missions to over 35 countries. Peter has been involved in operational research on mental health among refugees and conflict-affected populations, participating in several research consortia. He holds a PhD in medical anthropology.
Théophile Kashinzi Wahiremubi
Psychologist with over 20 years of academic and professional experience in mental health, psychosocial support, and higher education. He currently serves as Dean of the Faculty of Psychological and Educational Sciences at the Université Officielle de Bukavu. Dr. Kashinzi has extensive experience in clinical supervision, trauma care, and training of mental health professionals, as well as in project evaluation and community-based psychosocial programs.
Our global advisory committee helps guide the research and support pathways to scale, ensuring that successful solutions can be integrated into existing systems.
Richard Bryant
Richard Bryant is Scientia Professor of Psychology at UNSW Sydney and Director of the UNSW Traumatic Stress Clinic. He is a leading expert on post-traumatic stress disorder, with over three decades of research on its causes, course, and treatment. His work has led to the development of widely used screening tools and early intervention protocols for trauma, implemented across multiple countries and contexts. He has advised international organizations, including the World Health Organization, and collaborates with governments and agencies on trauma response and mental health interventions.
Paul Campbell
Paul Campbell is Chief Regulatory Officer at HealthAI, where he focuses on the governance and regulation of AI-driven health technologies. He previously served as Head of Software and AI at the UK Medicines and Healthcare Products Regulatory Agency (MHRA), where he led initiatives shaping the regulation of digital health tools and AI-based medical devices. His work includes pioneering approaches such as the AI Airlock regulatory sandbox. With a background spanning clinical practice, health technology, and policy, Paul brings deep expertise in navigating the regulatory challenges of emerging digital health innovations.
Grace Chang
Grace Chang is the Founder and CEO of Kintsugi, a healthcare AI company focused on expanding access to mental health care through voice-based technologies. She pioneered the development of a voice biomarker platform that analyzes short audio samples to assess depression and anxiety, enabling scalable and non-invasive screening. Her work integrates machine learning with clinical applications and has been deployed across health systems, payers, and international partners. Grace also contributes to regulatory discussions as a member of the FDA’s Digital Health Advisory Committee and has been recognized by global institutions and leading media outlets.
Pim Cuijpers
Pim Cuijpers is Professor Emeritus of Clinical Psychology at Vrije Universiteit Amsterdam and Director of the WHO Collaborating Centre for Research and Dissemination of Psychological Interventions. He is a global leader in research on the prevention and treatment of common mental disorders, with a focus on randomized controlled trials and meta-analyses. His work includes digital and scalable psychological interventions, particularly for depression and anxiety. He has published extensively and is consistently ranked among the world’s most highly cited researchers in psychiatry and psychology.
Munmun De Choudhury
Munmun De Choudhury is J. Z. Liang Professor at the Georgia Institute of Technology and Co-Lead of Patient-Centered Care Delivery at the Pediatric Technology Center. Her research lies at the intersection of computational social science, human-computer interaction, and digital mental health. She has advanced methods for early detection and intervention using digital data, including social media. Her work has received numerous international awards and informs both policy and practice. She has advised governments and global organizations, including contributing to the U.S. Surgeon General’s advisory on social connection.
Yasin Duman
Yasin Duman is a Research Specialist and co-coordinator of the Red Cross and Red Crescent MHPSS Research Network. He leads the development of the network’s research agenda and contributes to research design, grant proposals, and academic partnerships. His work focuses on mental health and psychosocial support, forced migration, and the social and political psychology of peace and conflict. Yasin has held academic and research roles across Turkey, Kurdistan, Belgium, and the United Kingdom, and brings a strong interdisciplinary perspective to research in humanitarian settings.
C. Elizabeth Eyster
Elizabeth Eyster is the Head of UNHCR’s Sustainable Responses Service. She brings over 23 years of experience with UNHCR and has previously held several senior leadership roles, including Deputy Director of the Division of Resilience and Solutions in Geneva, UNHCR Representative in Mauritania (2022–2024), and Deputy Representative for Protection in Colombia (2020–2022). Her diverse career spans leadership of the Internal Displacement Section within the Division of International Protection, service as Deputy Representative in Tunisia, and a range of field assignments in locations such as Pakistan and Kosovo.
Sarah Harrison
Sarah Harrison is Director of the MHPSS Hub, where she leads efforts to strengthen mental health and psychosocial support in humanitarian settings. She has extensive experience across UN agencies, including IOM and UNHCR, as well as international NGOs and the UK National Health Service. Sarah previously served as IFRC Co-Chair of the IASC Reference Group on MHPSS in Emergencies and now heads the Hub’s Technical Unit. Her work focuses on building partnerships, advancing technical guidance, and supporting the implementation of scalable MHPSS interventions globally.
Joyce Nakatumba Nabende
Joyce Nakatumba Nabende is a Senior Lecturer in the Department of Computer Science, College of Computing and Information Sciences and heads the Center for Artificial Intelligence at Makerere University. She leads research teams developing AI solutions for agriculture, health, and language technologies, focusing on the responsible deployment of AI for social good. She holds a PhD in Computer Science from Eindhoven University of Technology in the Netherlands.
Mark van Ommeren
Mark van Ommeren is Head of the Mental Health and Substance Use Unit at the World Health Organization. He has played a leading role in shaping global mental health policy and practice, including the development of the IASC Guidelines on Mental Health and Psychosocial Support in Emergency Settings, the mhGAP programme, and the WHO Special Initiative on Mental Health. His work focuses on scaling evidence-based interventions in low-resource and humanitarian settings. He also coordinated the World Mental Health Report: Mental Health for All, a landmark effort to guide global action.
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