Health
Mak Researchers Partner with Safe Bangle Technologies to Roll out a Real-Time Domestic Violence Reporting Bracelet
By Joseph Odoi
A Consortium of Researchers from Makerere University School of Public Health/Resilient Africa Network (MakSPH/RAN), Medical College of Wisconsin (MCW), Somero Uganda together with Safe Bangle Technologies have rolled out a real time domestic violence reporting bracelet.
This roll out was made possible with support from the United States Agency for International Development (USAID) under the PARTNERSHIPS FOR ENHANCED ENGAGEMENT IN RESEARCH (PEER) program and the National Academies of Sciences.
Dr. Juliet Kiguli, the Principal Investigator from Makerere University, along with Dr. Roy Mayega, Deputy Chief of Party at RAN, and Dr. Agnes Nyabigambo, the study coordinator, initiated the PEER program to identify entry points for testing SafeBangle Technologies (a social enterprise based at Resilient Africa Network (RAN) with a mission to create a safer and more secure environment for women and children through innovative, affordable, and creative technology solutions to curb GBV in Africa.) wearable safety bracelet in the informal settlements. This decision stemmed from findings of increased intimate partner violence (IPV) and gender-based violence (GBV) in three informal settlements in Kampala, Uganda, following a longitudinal study, geospatial mapping, and interviews. The project, titled ‘The Impact of the COVID-19 Pandemic on Gender-Based Violence among Women and Girls in Informal Settlements in Kampala,’ highlighted the urgent need for affordable and immediate reporting mechanisms for violence.”
‘’While carrying out a study after the Covid-19 Pandemic, we identified gaps when it comes to reporting and response to Gender Based Violence (GBV) among women in informal settlements. Therefore, we used incorporated the SafeBangle intervention to solve the problem of lack of affordable and immediate reporting mechanisms for violence using a bracelet that reports violence in real time’’ explained Dr. Kiguli.
Innovation details
According to Saul Kabali and Messach Luminsa, the innovators behind SafeBangle from SafeBangle Technologies, hosted at the Resilient African Network Lab. ‘’The inspiration behind SafeBangle came from a deeply personal place. ‘’We heard countless stories of women who couldn’t call for help during moments of danger. We were deeply affected by the story of Aisha, a young woman in a rural village who was attacked while walking home alone at night. With no way to call for help, she felt helpless and vulnerable. This incident made us realize the critical need for immediate reporting alert tools, accessible to women like Aisha. We knew technology could play a crucial role and this incident awakened a strong desire in us to create a solution’’
“While developing SafeBangle, we tested with the users in both rural and urban contexts. We piloted the innovation around Kampala with support from Digital Human Righs Lab and Naguru Youth Health Network as well as it in five districts of Karamoja region with support from Save the Children and Response Innovation Lab. Right now it has become handy in Kamapala‘s informal settlements. We envision a future where SafeBangle becomes a standard tool in the fight against GBV, ensuring every woman feels safe and secure as it has the potential to transform how we respond to GBV in Africa” added Kabali.
HOW THE SAFEBANGLE TECHNOLOGY WORKS
The SafeBangle is wearable technology similar to a smartwatch that sends an alarm by SMS to people chosen by a woman herself if she feels threatened.
In terms of the acceptability of the SafeBangle innovation as a solution to GBV among at-risk women in informal settlements Of the 72 adolescent girls and women who received the SafeBangle, 22 activated the reporting button, resulting in 19 receiving immediate and appropriate support, including counseling, police intervention, and health services.
All adolescent girls and women who experienced GBV received a phone call from Somero Uganda to discuss the most appropriate intervention, including counseling, police cases being handled by the probation office, referral for health services, and post-exposure prophylaxis. All the GBV survivors received support and are still receiving continuous follow-up.
Researchers conducted a survey among 644 girls and women in Kinawataka (Nakawa Division) and Bwaise (Kawempe Division) to gain insights into awareness and understanding of sexual and gender-based violence among adolescent girls and women in informal settlements. The survey measured socioeconomic factors, mental health symptoms, and exposure to GBV. Focus group interviews were conducted with a separate sample of women over 18 in the settlements to explore responses to GBV.
A tabular representation of the key findings and lessons learned from your study on gender-based violence (GBV)
| Key Findings | Lessons learned |
| Prevalence of GBV. – Overall prevalence: 34.1% of women and girls reported experiencing GBV. – Among adolescents (15-19 years): Over 50% reported experiencing GBV. | – The pandemic highlighted the need for accessible and comprehensive support services for GBV survivors. – Schools emerged as crucial safe spaces for girls, emphasizing their well-being during crises. – Economic independence proved crucial, enabling women to leave abusive environments. – Involving men and boys as allies in GBV prevention efforts is essential. |
| Age-related trends | – GBV prevalence tends to decrease with increasing age. |
| Physical and health consequences. | – Women and girls suffered physical violence, injuries, and deaths, primarily from domestic violence and unsafe abortions due to limited healthcare access. – GBV resulted in unintended pregnancies, unsafe abortions, and increased risk of sexually transmitted diseases (STIs) like HIV/AIDS. |
| Social and economic impact. . | – GBV contributed to family breakups, strained marriages due to financial stress. – Economic hardships forced some women and girls into transactional sex, exposing them to further health risks and exploitation. – Pandemic-related job losses and economic constraints increased financial dependence on abusers, trapping women in violent situations. – School closures and increased household responsibilities limited women’s job opportunities and subjected them to sexual harassment. |
| Psychological effects | – Survivors experienced guilt, shame, anxiety, fear, and suicidal thoughts due to ongoing abuse. |
| Long-term effects | – Post-COVID-19, survivors faced disrupted education, early marriages, pregnancies, social stigma, and persistent mental health issues. |
Reproductive Health Consequences: GBV resulted in unintended pregnancies, unsafe abortions, and increased risk of sexually transmitted diseases (STIs) like HIV/AIDS.
Family Breakdown: The rise in GBV led to family breakups as women fled abusive relationships. Marriages were strained due to increased financial stress.
Transactional Sex for Survival: Desperate for basic needs due to job losses and economic hardship, some women and girls resorted to transactional sex, exposing them to further health risks and exploitation.
One study participant stated, “The time of COVID-19 was so terrible for some of us. We in fact got a lot of diseases from it because you would want to get food and didn’t have money. That way you would be forced to get a man who would use you and pay.” – (FGD_Girls_19–24years_Kinawataka).
Economic Effects: COVID-19 restrictions caused job losses and limited economic opportunities, particularly for women in the informal sector. This increased financial dependence on abusers and trapped women in violent situations.
Limited Access to Employment: School closures and increased household chores limited women’s ability to seek employment, perpetuating gender inequality in the workforce. Some faced sexual harassment from potential employers.
Psychological Effects: Survivors of GBV experienced guilt, shame, anxiety, fear, and even suicidal thoughts due to the constant threat and unpredictability of abuse.
Post-COVID Effects: GBV survivors faced long-term consequences, including disrupted education, early marriage, early pregnancy, social stigma, and persistent mental health issues.
Lessons learned
The pandemic highlighted the need for accessible and comprehensive support services for survivors of GBV, the significance of schools as safe spaces for girls, and the need to prioritize their well-being during crises. Economic empowerment emerged as a significant protective factor for women and girls. Those with greater economic independence were better equipped to leave abusive environments and secure their safety and well-being, while dependent ones suffered abuses. Engaging men and boys as allies in the fight against GBV and involving them in prevention efforts can help promote positive behavior change and foster more equitable relationships.
Recommendations
To address GBV against women and girls, the researchers recommend the following moving forward;
- There is need to integrate technology-driven solutions like SafeBangle into national GBV prevention and response strategies. SafeBangle can be a valuable tool for policymakers as cases of violence that would have gone unreported will be brought to light and the would-be victims will be able to get immediate help from trusted relatives and friends.
- Provide economic opportunities and vocational training for women and girls to enhance their financial independence and reduce vulnerability to violence. There is therefore a need to introduce education and training programs that empower women and girls, by providing them with skills, resources, and opportunities to start their own ventures and to participate fully in community affairs.
- Strengthen and enforce existing laws and policies related to GBV, including laws against domestic violence, child marriage, and sexual assault without discrimination be it for law enforcers, leaders, and employers where such cases were suffocated. Ensure that perpetrators are held accountable through swift and fair legal processes that have no room for corruption.
- Establish and promote effective, accessible, and confidential reporting mechanisms for GBV incidents that provide confidence and can be trusted by survivors to enhance reporting of such incidences of GBV. Community Engagement and Involvement: Involve community leaders, religious leaders, and elders in discussions about GBV to promote gender equality, change social norms, and reinforce the message that violence against women and girls is unacceptable.
- Launch extensive public awareness campaigns to challenge harmful gender norms, report cases of GBV, raise awareness about the consequences of GBV, and promote positive behaviors and attitudes towards women and girls.
- Implement comprehensive sexuality education in schools and communities, educating young people about healthy relationships, consent, and reproductive rights to be able to make informed decisions about their own lives and well-being.
- Engage men and boys as allies in the fight against GBV, encouraging them to challenge harmful masculinity norms and behaviors. This will help minimize GBV because mostly they are the perpetrators. Strengthening Support for Survivors: Provide ongoing support and follow-up services for survivors of GBV mostly counselling services to aid their recovery and facilitate their reintegration into society.
- Provide ongoing support and follow-up services for survivors of GBV, mostly counseling services to aid their recovery and facilitate their reintegration into society.
- Provide avenues to seek free or subsidized services by survivors of GBV medical services and legal processes by survivors of GBV to enhance reporting of GBV cases, access to medical care, counseling, legal support, and other essential services.
- Encourage and support more research and innovations like SafeBangle to curb incidents of GBV.
- A comprehensive and inclusive approach is required. The efforts should involve government institutions, civil society organizations, community leaders, and individuals working together to address the root causes and provide support to survivors.
- Involve media in GBV prevention activities and for enhancing campaigns against GBV mostly on radio and TV.
MORE ABOUT THE STUDY
The core project team, included researchers at Makerere University School of Public Health (MakSPH), Medical College of Wisconsin (MCW) led by Prof. Julia Dickson-Gomez, SafeBangle Technologies, and Somero Uganda, a community-focused NGO, began the project by designing their research protocol and taking a CITI Program course on human subjects social/behavioral research. Team members also met with the Ministry of Gender, Labour, and Social Development (MGLSG) in support of the gender-based violence policy process, Ministry of Health and local government. They also established relationships with the Kampala Capital City Authority (KCCA) and Nakawa and Kawempe probation offices to support legal processes for the GBV survivors. SafeBangle Team also received an award from Defenders Protection Initiative.
Health
Ekyaalo Diagnostics; Johns Hopkins University Partners with Makerere and MUST to Advance AI Innovation for Breast Cancer Diagnosis
By Joseph Odoi
Globally, Breast cancer remains a serious health challenge, with the World Health Organization (2022) reporting over 2.3 million new cases annually and nearly 670,000 deaths. In Uganda, breast cancer is one of the leading cancers among women, yet the majority of patients are diagnosed at late stages due to delays in accessing diagnostic services, most of which are centralized at the Uganda Cancer Institute (UCI) in Kampala. Since 72% of Uganda’s population lives in rural areas, women often face late diagnosis due to long travel distances. Even after accessing care, results can take 1–6 months due to the slow process of transporting samples to central laboratories. This delay directly impacts the timely start of treatment.
To address this gap, Johns Hopkins University in collaboration with Makerere University and Mbarara University of Science and Technology (MUST), is spearheading innovative solutions that leverage artificial intelligence (AI) and low-cost technologies to improve early diagnosis and treatment.
As part of this collaboration, the Centre for Maternal, Newborn, and Child Health Research at Makerere University School of Public Health led by Associate Professor Peter Waiswa in July hosted a team of graduate biomedical engineers from the Center for Bioengineering Innovation and Design (CBID) at John Hopkins University.
The team is developing a low-cost, AI-powered technology called Ekyaalo Diagnostics, aimed at reducing the turnaround time for breast cancer diagnosis, especially in hard-to-reach areas. As part of their work, they undertook a learning tour at the Ministry of Health, Uganda Cancer Institute, and regional cancer referral centres. The purpose was to map stakeholders in the breast cancer space, gather Ekyaalo diagnostic technology usability feedback, and understand the local innovation ecosystem in breast cancer care.
Ekyaalo Diagnostics and Bringing Pathology Closer to Communities
The flagship innovation, Ekyaalo Diagnostics, is a portable AI-powered whole-slide scanner (WSS) designed to digitize cytology samples at Health Centre IVs and General Hospitals. These digitized images are securely transmitted to pathologists at higher-level facilities for timely review, eliminating the need for physically transporting samples to Kampala.
This technology has the potential to reduce diagnosis delays from several months to just a few days, thereby improving survival outcomes for breast cancer patients.
Building Local Solutions to Global Challenges
In addition to Ekyaalo Diagnostics, Makerere researchers at the Department of Biomedical Engineering are also advancing other innovations such as development of artificial breast prototypes to be used in educating women on breast cancer symptoms while Research at Mbarara University led by Dr. William Waswa, are developing PapsAI, a low-cost automated tool that support whole slide scanning of slides for cervical cancer screening.
These initiatives are aligned with the National Cancer Control Plan (NCCP) of the Ministry of Health, which emphasizes prevention, early detection, timely diagnosis.
Design Challenges and Considerations
Despite the progress being made, challenges persist, according to the team’s findings from the tour,these technologies hold great promise however their success in Uganda will depend on addressing some critical barriers.
One of the biggest challenges is limited staffing. Many lower-level health facilities lack trained laboratory personnel to prepare slides. For this reason, new technologies must be designed to be simple, user-friendly, and capable of being adopted after short training sessions.
Another major barrier is equipment maintenance. Past medical innovations in Uganda have often struggled with frequent breakdowns and software failures. The team emphasized that new diagnostic tools must be affordable, durable, and resistant to common system crashes if they are to serve rural health facilities effectively.
Finally, high operational costs continue to undermine sustainability. Some innovations fail because their maintenance costs are too high or because they are incompatible with existing health systems. Ensuring cost-effectiveness and system integration will therefore be vital for the long-term success of breast cancer diagnostic technologies in Uganda.
MORE ABOUT THE PROJECT
The project is led by the Johns Hopkins Center for Bioengineering Innovation and Design (CBID) in collaboration with Makerere’s Department of Biomedical Engineering and MUST researchers. Field learning tours have already been conducted at Mulago National Referral Hospital, Jinja, Mbarara, and Fort Portal Regional Referral Hospitals, with input from clinicians, technologists, and innovators in Uganda’s health ecosystem.
The Johns Hopkins team has conducted usability interviews with clinicians, laboratory technologists, and surgeons at multiple hospitals including Mulago, Jinja, Mbarara, and Fort Portal. They have also engaged with Uganda’s innovation ecosystem, including makerspaces and industry partners. It has been noted that the Ministry of Health together with Partners working on treatment of cancer has drafted the National Cancer Control Plan (NCCP) that is aimed at reducing incidence, morbidity and mortality through prevention and early treatment and palliative care. The Plan will give guide on health education, early detection, and diagnosis among others Special thanks go to the Center for Bioengineering Innovation and Design (CIBID) Johns Hopkins University for funding this field learning tour, Centre for Maternal Newborn and Child Health Research at School of Public health (Makerere University) for hosting the team, Departments of Bioengineering at Makerere University and Mbarara University of Science and Technology, Mulago pathology department and the Uganda cancer institute, Regional Referral hospitals of Jinja, Mbarara and Fort Portal among other General hospitals and Health center IVs visited for technical input.
Health
VectorCam Project; Makerere, Johns Hopkins, and MoH to Scale Up AI-Powered Malaria Surveillance across Uganda
On August 20, 2025, Makerere University School of Public Health (MakSPH) convened a timely workshop on Strengthening Equitable Partnerships in International Research Collaboration in Uganda. Held at the MakSPH Auditorium, the event brought together researchers, policymakers, and institutional leaders to reflect on how Uganda, and indeed the wider region, can engage more effectively and derive greater benefit from global research collaborations.
Delivering the keynote address, Prof. David Musoke Serwadda, a Professor Emeritus at Makerere University and a globally recognised HIV researcher and epidemiologist, urged a rethinking of how international research partnerships are structured. A former head of the Institute of Public Health (IPH) and later Dean of the School, serving between 2003 and 2009, Serwadda is also the founding director of the Rakai Health Sciences Programme (RHSP), which is one of Uganda’s most influential research initiatives on HIV. While acknowledging the many benefits Uganda has gained from global research collaborations, he cautioned that too many times, these partnerships remain transactional, shaped by donor priorities, bound to project cycles, and offering limited long-term value to local institutions once projects close.
Prof. Serwadda, himself a globally recognised and well-accomplished researcher, with over four decades of experience and numerous awards for his contributions to science and global health, observed that Ugandan partners are many times included in research projects for visibility rather than substance, often excluded from core roles such as Principal Investigators or from influencing agenda-setting, budget control, and authorship. “Partnerships are not an end in themselves; they exist to help us achieve mutually agreed objectives built on shared responsibility and reciprocal obligations. Too often, Southern institutions are brought into projects late, simply for optics. That is not equitable collaboration,” he insisted.
During his talk, he stressed that this imbalance undermines both research quality and sustainability, noting that normally, when local researchers are sidelined, studies often fail to align with national priorities or build capacity that endures. By contrast, partnerships that are grounded in mutual respect, fair resource sharing, co-design, and shared decision-making have the impact of producing knowledge that is globally relevant and locally impactful.
“Equity in partnerships is about fairness, ensuring that all partners, regardless of context, can contribute meaningfully. This also requires responsibility on our part in the Global South. We must insist on involvement from project conception, negotiate fair terms, and strengthen our own systems to manage collaborations effectively,” Prof. Serwadda advised, emphasising that strong institutions, clear strategy, agenda and objectives are key for local institutions to engage in mutually fair and beneficial research collaborations at the global and continental stage.
As Director and later Dean of MakSPH, Prof. David Serwadda spearheaded numerous research collaborations and attracted substantial grants that elevated the School and the University’s global standing. Today, MakSPH is recognised as Makerere University’s flagship unit for its wide-ranging partnerships and robust research management systems. Since its beginnings as a small Department of Preventive Medicine in 1954, through its transformation into the first Institute of Public Health in sub-Saharan Africa in 1975, its elevation to School status in 2007, and most recently its reinstatement as a standalone School with college status within Makerere University in January 2025, a status first granted in 2001, MakSPH has built a 70-year legacy of advancing public health through research, training, and policy engagement.
The School’s evolution, as often couched by its leadership, has been anchored on strategic and strong partnerships. These collaborations, be they local, regional or global, have driven health systems innovation, strengthened capacity, and informed policy, making partnerships the cornerstone of the School’s past achievements and future ambitions. At the celebration of the School’s 70th Anniversary, marked in December 2024, Makerere University Vice Chancellor Prof. Barnabas Nawangwe hailed MakSPH’s research output, community impact, and strong partnerships cultivated throughout the years. The Mak VC cited the School’s pioneering role in the HIV response led by Prof. Serwadda in the 1980s, the establishment of nutrition centres such as the Mwana Mugimu Unit at Mulago Hospital and across Uganda by the late Prof. John Kakitahi in the 1990s with support from Rotary International, and community projects like Kasangati Health Centre along Gayaza Road with support from the Rockefeller Foundation in the late 1950s, which advanced public education on healthy environments and wellness.
“The School of Public Health brings in almost half of all research grants at Makerere University, both in number and value, and these partnerships have been central to tackling Uganda’s public health challenges. From pioneering HIV/AIDS work that shaped global prevention strategies to interventions in maternal health, malaria, and infectious diseases, MakSPH has consistently combined academic excellence with community service. Its leadership during the COVID-19 pandemic further showed its ability to respond to national health emergencies with evidence-based solutions that directly benefit the people,” Prof. Nawangwe said with gratitude for the work done by the School through collaboration.
In 2024, the School had over 350 peer-reviewed publications in high-impact international journals as a result of this wide network and partnerships. MakSPH currently maintains a strong mix of North–South and South–South collaborations. Within the continent, the School is actively working in more than 25 countries, often partnering with multiple institutions within individual countries to advance research, capacity building, and policy influence. One such recent collaboration is the Partnership to Enhance Technical Support for Analytical Capacity and Data Use in Eastern & Southern Africa (PERSuADE) Project, funded by the Global Fund. Under PERSuADE, MakSPH, the prime grant recipient, hosted the secretariat led by Dean Prof. Rhoda Wanyenze as Principal Investigator, tasked with overall coordination across 12 countries, while a Steering Committee chaired by Prof. David Serwadda provided oversight.
PERSuADE was implemented in two phases between 2018 and 2023. The project brought together 12 universities and 12 Ministries of Health in East and Southern Africa to strengthen analytical capacity and promote data use in national health programmes, cascading skills to districts and lower facilities. In its second phase, the project trained over 1,500 health staff, including 934 at the sub-national level, in data analysis and use, and generated more than 80 analytical outputs on HIV, TB, and malaria. These informed National Strategic Plans in seven countries and improved programme strategies in all 12. Sixteen in-service staff from seven countries received specialised training in HIV key population surveillance, health information systems, and data use. The project also piloted the Maturity Index Model in five countries, helping ministries track progress in institutionalising data-driven decision-making.
In Uganda, the PERSuADE project was implemented in Kiboga, Buikwe, Kasanda, Mukono, and Mityana districts, selected by the Ministry of Health. According to the Principal Investigator, Prof. Rhoda Wanyenze, strengthening data analysis and use has greatly enhanced the capacity of Ministries of Health to deliver targeted interventions that directly benefit communities. She noted that improved analytical skills at national and subnational levels now enable ministries to identify disparities in HIV, TB, and malaria burdens, while district and facility health workers can use data to strengthen local service delivery. “With better data, districts can plan more efficiently, allocate medicines, and implement tailored prevention campaigns to address specific risks, raise awareness, and reduce new infections,” she said, emphasising the role of equitable collaboration as a key success factor in Uganda and across the continent for this partnership.
Indeed, during a learning visit to Uganda in September 2024, Dr. Estifanos Biru Shargie, Senior Specialist for Monitoring, Evaluation, and Country Analysis at the Global Fund, commended the PERSuADE Project for strengthening local capacity and fostering sustainable health system improvements through South-South partnerships among schools and ministries. “The impact has been significant. In Kiboga, I was impressed by how teams mapped gaps in services and addressed them over four years, using data to inform decisions and monitor progress. Working with Makerere University School of Public Health has been an honour. The School blends academic excellence with practical implementation, backed by strong financial management and a long-standing relationship with the Ministry of Health. Their coordination, networking, and efficiency have been exemplary,” Dr. Shargie said.
Another currently ongoing initiative at the School is the African Leadership and Management Training for Impact in Malaria Eradication (ALAMIME) program, led by MakSPH with ten participating institutions across nine malaria-endemic countries, funded by the Bill & Melinda Gates Foundation. Co-led by Prof. Elizeus Rutebemberwa and Prof. Dosithée Ngo Bebe, ALAMIME is cultivating the leadership Africa needs to defeat malaria by strengthening institutions, building capacity, and fostering regional networks. In 2024 alone, the program trained over 250 participants, nearly half women, from national malaria programs, ministries, and NGOs. Through structured training, alumni-led webinars, and cross-country exchanges, the program has demonstrated how equitable, multi-country partnerships translate investment into sustainable systems and shared momentum toward malaria elimination.
For nearly 15 years now, MakSPH has also hosted the NTU–Mak Partnership, a collaboration between Makerere University and Nottingham Trent University, first conceived in 2010, with Assoc. Prof. David Musoke and Prof. Linda Gibson as the Uganda and UK Co-Leads. One of the key reasons for the success of this partnership is equity, and it has since attracted over £1.4 million in grants, trained more than 900 Village Health Teams in Wakiso District, supported over 350 practitioners in antimicrobial stewardship, and facilitated exchanges for more than 200 students and faculty. It has also equipped community health workers to respond to non-communicable diseases, antimicrobial resistance, and the COVID-19 pandemic, while generating over 30 peer-reviewed publications and convening global platforms such as the first International Community Health Worker Symposium, held in Kampala in 2017.
Dr. Musoke, the Co-Principal Investigator for the project on strengthening equitable research collaborations in Uganda, described the NTU-Mak partnership as a model North–South partnership that has produced both joint scholarship and lasting institutional ties. He noted that its success has inspired wider collaborations, as the current project on equitable partnerships builds on this foundation. Emerging from a British Academy regional workshop in Nairobi in 2024, MakSPH extended its engagement to Mountains of the Moon University (MMU), Uganda Martyrs University (UMU), and the National Agricultural Research Organisation (NARO). Together with Nottingham Trent University, these institutions are now advancing reforms to embed equity in research partnerships across Uganda’s research ecosystem.
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