Gratitude, one virtue that reflects a person's high moral standards, is a culturally sensitive construct expressed differently across cultural contexts. Definitions and perceptions of gratitude among children may differ from one community to another and from one region of the world to another. This study used a phenomenological design, coupled with the Indigenous standpoint theoretical framework and related participatory methodologies, to understand the virtue of gratitude among children. Conducting a qualitative survey, the authors utilized focus group discussions and key informant interviews to investigate how adolescents and adults from the pastoralist Turkana of northern Kenya and the Amhara of central Ethiopia defined and perceived gratitude in children aged 4–8 years. The authors analyzed the data thematically. The findings indicate that gratitude is defined variously as an innate capacity, an action, an expression of other virtues, and a feeling used to commune with both humans and the spirit world. Thus, gratitude reflects appreciation, thankfulness, and a positive response to acts of generosity or opportunities provided. Participants noted that gratitude manifested in children through their emotional dispositions, social interactions and relationships with others; their moral values; their actions and behaviors; and other positive character virtues. The most frequent recurring theme was defining gratitude as a relational skill used with both people and the spiritual world. These findings have implications for programs that support children developing positive virtues: they should be rooted in local cultural traditions and stress values prioritized by local communities.
While several Violence Against Children and Youth Surveys (VACS) have been conducted in development contexts, this survey is only the second-ever VACS carried out exclusively in a humanitarian setting—specifically, within refugee camps in Ethiopia. The first VACS conducted exclusively in a humanitarian context was implemented in refugee settlements in Uganda. Both of these Humanitarian Violence Against Children and Youth Surveys (HVACS) were led by the Baobab Research Programme Consortium. The survey aimed to assess the prevalence, nature, and consequences of physical, emotional, and sexual violence against children and youth in refugee settings. The findings from this survey provide critical insights into the experiences of children and youth in refugee environments, with particular emphasis on violence and its impact on their well-being.
Violence against children affects children in every region, nation, and community in the world. Despite a significant body of literature about the victims of such violence, there has been little empirical research, particularly in Sub-Saharan Africa, focused on perpetrators, their relationship to victims, and interventions that might alter their behavior. This scoping review sought to identify and summarize the scholarly literature on perpetrators of violence against children in Sub-Saharan Africa and their relationship with victims. Using a keyword search of academic databases, we included peer-reviewed studies published from January 2013 to June 2023 that focused on physical, sexual, or emotional violence against children in Sub-Saharan Africa and included prevalence data about victim–perpetrator relationships. Eighteen of the 42 studies that met eligibility criteria shared one or more primary data sources with other studies included in this review, most frequently using data from Violence Against Children Surveys (10), the Uganda Good Schools Project (7), and the National Child Homicide Study (3). The most common classifications of perpetrators, in order of frequency, were caregivers/family members, intimate partners, peers, teachers/school staff and strangers, and the most common settings in which research took place were schools. Wide variability in the taxonomies used to define and report frequencies for age, victim, perpetrator, and type of violence obscures our ability to form a complete picture of victim–perpetrator relationships. Research emphasis on victims of violence may lead to missed opportunities to disrupt the perpetration of violence against children through interventions that specifically target its source.
BACKGROUND: Despite global progress, significant disparities persist in routine childhood vaccination coverage, commonly in low- and middle-income countries, including Ethiopia. Ethiopia has made considerable progress in extending immunization services through the national Expanded Program on Immunization. However, still significant coverage gaps remain, particularly among the vulnerable population such as urban slums and pastoralist areas. This study seeks to capture the perspectives of healthcare professionals and program managers to understand the challenges, best practices, and opportunities for strengthening immunization service delivery in these marginalized settings. METHODS: An exploratory qualitative study was conducted in urban slum and pastoralist areas of Ethiopian regions from November to December, 2023. Purposive sampling technique was used to select 39 key informants, including healthcare providers, health extension workers, maternal and child health directors, Woreda Immunization officers, and focal persons. The interview guides were developed with Human-Centered Designand the World Health Organization's behavioral and social drivers frameworks. Open Code software version 4.03 was used to perform thematic analysis, employing both deductive and inductive coding approaches. Inter-coder reliability and daily debriefing were used to ensure the trustworthiness of the study. RESULTS: Key barriers affecting the routine childhood immunization service included inconsistent vaccine supply, limited cold-chain capacity, low financing, high workloads, and challenges in reaching these populations. However, best practices such as community engagement, involvement of local community structures, mobile teams and the inclusion of the private sector demonstrated notable successes. Healthcare professionals recommended improving supply chains, enhancing healthcare providers training and supervision, and increasing community awareness as crucial strategies to reach under-immunized groups. CONCLUSION: This study identified that persistent health system challenges remain in delivery of routine childhood vaccination, while there is best practices in some areas. Strengthening health system capacity in terms of human power and necessary, combined with active community engagement, is essential to achieving equitable vaccine coverage among under-immunized populations.
INTRODUCTION: Recent reports from Kampala indicate low uptake and completion of the human papillomavirus (HPV) vaccine among adolescents, especially amongst those living with HIV. However, the drivers of this low uptake are poorly understood. This study aimed to determine the current HPV vaccine coverage; assess the knowledge, attitude and practices influencing HPV vaccine uptake among adolescent girls living with HIV; and pilot an HPV vaccination program while documenting lessons learned and experiences at two urban HIV treatment centres the Joint Clinical Research Centre (JCRC) and Mildmay Uganda in Kampala, Uganda. METHODS: This was a descriptive cross-sectional mixed methods study employing both qualitative and quantitative data collection methods, carried out between 03/12/2024-30/08/2025, among adolescent girls living with HIV in Kampala, Uganda. A total of 371 were enrolled, of which 182 from JCRC and 189 from Mild May Uganda. At enrolment, 11 adolescents declined consent to participate. Quantitative data on knowledge of HPV and HPV vaccination was collected through interviews, with any additional demographic data being obtained from medical records at the treatment centres. Qualitative data included four focused group discussions (FGDs) of adolescent girls and 32 key informant interviews (KIIs) with focal health workers (Paediatricians, nurses, counsellors) at the two centres were conducted. RESULTS: Overall, 138/371 (37%) of the adolescents reported having heard about the HPV vaccine, while 233/371 (63%) had not. At enrolment, only 51 out of 371 (14%) participants had initiated vaccination. Among those who initiated vaccination, 51% had received only the first dose. By the end of the study, 342/371 (92%) of adolescents had completed the recommended two doses of the HPV vaccine. This study focused on increasing vaccine uptake amongst the HIV positive adolescents at the two centres. Most adolescents with a good level of knowledge about HPV or those attending school reported to have initiated vaccination. Identified barriers to vaccine uptake included inadequate knowledge about HPV and the benefits of vaccination; limited availability of HPV vaccines, and the absence of routine HPV immunisation programs within HIV treatment centres or programs specifically targeting adolescents living with HIV. CONCLUSION: In these two urban HIV care and treatment centres, vaccination against HPV among eligible adolescents is way lower than recommended 90 percent. Adolescent girls living with HIV demonstrated low levels of knowledge about the HPV vaccine and poor access to vaccination services, despite being receptive to vaccination. This study showed that HPV vaccine uptake can be substantially improved within HIV care and treatment centers by reducing barriers to HPV vaccination uptake when the vaccines are made readily available and accessible, either in existing HIV care and treatment centres or in the new integrated care centres in areas where government programs have moved to implement HIV care integration into mainstream medical services.
Oliver Ombeva Malande, Deogratias Munube, Julia Jerono Songok et al.
OBJECTIVE: To develop a machine learning (ML)-based predictive model for assessing the risk of zero-dose children using Demographic Health Survey data in sub-Saharan Africa. METHODS: This study analysed pooled Demographic and Health Survey data from 27 countries in sub-Saharan Africa collected between 2016 and 2024. Data preprocessing included imputation, balancing of unequal classes and systematic feature selection. Seven ML models were trained and evaluated using performance metrics such as accuracy, recall and F1-score. Feature importance was interpreted using SHapley Additive exPlanations (SHAP)-based analysis. RESULTS: Among the seven models evaluated, LightGBM demonstrated the best overall performance, achieving the highest accuracy (80%), sensitivity (91%), and area under the receiver operating characteristic curve (AUROC = 0.78). SHAP analysis identified place of delivery, antenatal care attendance, maternal tetanus vaccination, household wealth and maternal education as top predictors. DISCUSSION: Our findings suggest that machine learning, particularly LightGBM and XGBoost, is moderately effective in predicting the risk of zero-dose vaccination among children. This approach facilitates the easy identification of children most at risk of missing life-saving vaccinations. CONCLUSION: The LightGBM model predict children at zero-dose risk, enabling early identification and supporting intervention strategies. Future studies will scale these models using larger, routine datasets for practical implementation.
OBJECTIVES: To estimate the national under-5 mortality rate (U5MR) in Somalia and identify maternal and child-level determinants of child survival using data from the 2020 Somali Health and Demographic Survey (SHDS). DESIGN: Secondary analysis of a nationally representative, community-based, cross-sectional survey. SETTING: Somalia, including urban, rural and nomadic populations across all regions. PARTICIPANTS: A total of 52 198 children under 5 years of age (3161 deaths and 49 037 survivors) born to women of reproductive age (15-49 years) who participated in the 2020 SHDS. MAIN OUTCOME MEASURES: Under-5 mortality, defined as the probability of a child dying before reaching the age of 5 years (0-59 months). RESULTS: The U5MR in Somalia was 65 per 1000 live births (95% CI 62.3 to 66.7). Multivariable logistic regression indicated that children residing in rural or nomadic settings had significantly higher odds of mortality (adjusted OR (AOR)=2.03; 95% CI 1.15 to 3.61) compared with urban residents. Multiple births were associated with a fourfold increase in the odds of death (AOR=4.35; 95% CI 1.94 to 9.73). Longer birth intervals were protective; a preceding interval of 19-23 months (AOR=0.49; 95% CI 0.26 to 0.94) and a succeeding interval of ≥20 months (AOR=0.44; 95% CI 0.29 to 0.66) were associated with lower odds of mortality compared with shorter intervals. Lack of maternal health facility visits showed a marginal, non-significant association with higher odds of mortality (AOR=1.57; 95% CI 0.97 to 2.53; p=0.066). CONCLUSIONS: Somalia's U5MR remains critically high and far from the 2030 Sustainable Development Goal target of 25 per 1000 live births. Identified risk factors are largely preventable. Public health policies should prioritise expanding healthcare infrastructure in rural areas and promoting family planning services to support optimal birth spacing, enhancing child survival.
Hamze G. Dahir, Ahmed Tahir Ahmed, Mohamed Arab Abdilahi
Background: Maternal and neonatal tetanus remains a major public health concern in Somalia, where low immunization coverage contributes to preventable mortality. Despite global progress, Somalia continues to report suboptimal tetanus-toxoid (TT) vaccine uptake due to conflict, weak health systems, and socioeconomic barriers. This study examined multilevel factors associated with the number of TT injections before birth among Somali women. Methods: We analyzed data from the Somali Health and Demographic Survey (2020), including 4841 pregnant women aged 15-49. A mixed-effects negative binomial regression model addressed overdispersion, excess zeros, and hierarchical structure (region and residence). Model fit was assessed using Akaike (AIC) and Bayesian (BIC) information criteria. Results: Only 32.6% of women received at least one TT injection, whereas 67.4% received none. Higher TT uptake was associated with older age (IRR = 1.62; 95% CI = 1.09-2.42), higher wealth (IRR = 1.49; 95% CI = 1.01-2.18), prior vaccination (IRR = 1.76; 95% CI = 1.44-2.16), antenatal care visits (IRR = 1.02; 95% CI = 1.01-1.04), employment (IRR = 1.41; 95% CI = 1.00-1.97), clinic deliveries (IRR = 1.23; 95% CI = 1.01-1.50), and health insurance (IRR = 5.24; 95% CI = 1.04-26.47). Conversely, zero uptake was more likely among nomadic women (AOR = 1.40; 95% CI = 1.06-1.85), those with no prior vaccination (AOR = 3.64; 95% CI = 2.76-4.80), home deliveries (AOR = 1.42; 95% CI = 1.18-1.71), no phone ownership (AOR = 1.31; 95% CI = 1.02-1.68), and women whose husbands lacked education (AOR = 1.27; 95% CI = 1.02-1.58). Conclusion: TT vaccine coverage among pregnant women in Somalia remains critically low and is shaped by socioeconomic inequities, healthcare access, and household decision-making. Strengthening antenatal care integration, targeted outreach for nomadic populations, economic empowerment, health education, and expanding insurance coverage are essential to improve maternal immunization and eliminate neonatal tetanus.
Jama Mohamed, Hamse Mohamed Amoud, Ahmed Ismail Mohamed et al.
Flooding is an increasing threat in rapidly growing cities, yet evidence on how heavy rainfall affects access to healthcare within cities and whether impacts are greater for vulnerable populations remains limited. This study quantifies how flooding changes walking access to healthcare in Kampala, Uganda, and how these changes are distributed across areas that differ in their population-level risk of undernutrition and poor maternal and child health outcomes. We conducted a cross-sectional ecological geospatial modelling study across Kampala and its whole population (approximately 1.8 million residents). We estimated walking travel time to the nearest public or private not-for-profit healthcare facility and hospitals under baseline and flood conditions. Flood scenarios were based on a hydrodynamic model simulating 15 rainfall events ranging from 20 to 100 mm over 1, 3, or 6 hours. Travel speeds accounted for caregivers walking with young children. Outcomes were population-weighted changes in travel time, summarised at parish level and compared across vulnerability groups. Here we show that flooding increases travel time across all scenarios, with larger effects for hospital access. Population-weighted mean increases in travel time range from 11.5 to 19.3 minutes for all facilities and from 23.4 to 56.3 minutes for hospitals across scenarios. In high-intensity storms, increases are greater in more vulnerable areas, particularly for hospital access, with largest disruptions in peripheral areas. Flooding reduces access to healthcare in Kampala and disproportionately affects more vulnerable populations. These findings show how extreme rainfall can widen inequalities in access to maternal and child health and nutrition services and support planning. Floods can make it harder for caregivers with young children to reach healthcare facilities. We studied Kampala, Uganda, to estimate how floods change walking time to healthcare. We combined maps of land, roads, water, and elevation with realistic walking speeds on wet surfaces and tested fifteen flood situations, from lighter, longer storms to intense, short ones. Here we show that travel times increased in every case: by about 19 minutes on average to the nearest clinic and 56 minutes to the nearest hospital for the most intense one-hour storms. Delays were greatest in high-vulnerability neighbourhoods and outer areas, while central areas changed less. These results can guide service placement. Lubbers et al. conduct a cross-sectional geospatial modelling study across Kampala to estimate how heavy rainfall affects healthcare access. They show that flooding reduces access to healthcare and disproportionately affects more vulnerable populations, resulting in widened inequalities.
Background: Somalia has one of the highest maternal mortality ratios globally, with low antenatal care coverage and low skilled birth attendance. In Puntland, Somalia, the Marwo Caafimaad programme trains female community health workers to provide reproductive health education, basic care and referrals. Aim: To assess the experiences of mothers and female community health workers accessing and implementing the Marwo Caafimaad programme in Puntland, Somalia. Methods: In 2022, we conducted focus group discussions with 45 eligible mothers accessing services through the Marwo Caafimaad programme in 7 villages of Puntland, Somalia, and in-depth interviews with 9 community health workers involved in implementing the programme. We analysed the data thematically using Dedoose version 9.0.107. Results: The mothers valued the programme for providing trusted, home-based support and reducing barriers to care related to distance, cost and family responsibilities. Female community health workers reported strong community acceptance and supportive supervision of the programme. Both groups identified lack of local maternal and child health care centres, shortage of medicines and supplies, inadequate staffing, limited refresher training, and delayed or insufficient remuneration as barriers limiting programme impact. Conclusion: The services provided by Marwo Caafimaad were highly valued in the remote communities of Puntland, however, resource and workforce constraints limited the impact of these services. Additional investment in local facilities, supplies, remuneration, workforce expansion, and training is needed to strengthen the programme.
Ayan Mohamed, Kathleen West, James Pfeiffer et al.
