ABSTRACT
Podoconiosis is a non-infectious, neglected tropical disease caused by chronic barefoot contact with irritant volcanic soils. It typically presents with lower limb swelling, disfigurement, and chronic disability. Patients and their families experience stigma from their communities. Depression, anxiety, and emotional distress contribute to the total illness burden of podoconiosis. This study used a survey-based comparative cross-sectional quantitative study design involving podoconiosis patients, their family members, and unaffected neighbors. The Depression, Anxiety, and Stress Scale (DASS 21), the WHO Quality of Life Scale (WHO-QOL Brief), and the Tekola clinical staging system were used to collect data. We surveyed 741 participants (33.1% patients, 33.3% family, 33.5% neighbors). Podoconiosis patients exhibited significantly elevated odds of severe depression (19.8x), anxiety (10.7x), and stress symptoms (13.5x) in comparison to unaffected neighbors. Family members of podoconiosis patients displayed 1.5x higher odds of experiencing severe anxiety symptoms compared to unaffected neighbors. Higher clinical stages of podoconiosis were associated with increased severity of depressive symptoms. Podoconiosis patients demonstrated lower median scores across all domains of the WHO QoL Brief in contrast to family members and unaffected neighbors. The burden of depression, anxiety, and stress on podoconiosis patients and their family members is high. Podoconiosis morbidity management programs need to encompass families of patients and integrate continuous mental health support within the broader framework of podoconiosis management.
Subject(s)
Anxiety , Depression , Elephantiasis , Mental Health , Quality of Life , Humans , Cross-Sectional Studies , Male , Elephantiasis/epidemiology , Elephantiasis/psychology , Female , Adult , Middle Aged , Depression/epidemiology , Anxiety/epidemiology , Rwanda/epidemiology , Young Adult , Aged , Adolescent , Surveys and Questionnaires , Cost of IllnessABSTRACT
BACKGROUND: Children who witness parental intimate partner violence (IPV) are more likely to develop mental health issues compared to those who do not witness such violence. OBJECTIVE: The main objective of this study is to assess the association between parental intimate partner violence and child mental health outcomes. METHODOLOGY: This cross-sectional study involved 548 participants divided into two groups: parents (N = 304) and offspring (N = 244). The participants were recruited from Mageragere Sector in the City of Kigali (urban), as well as Mbazi and Ruhashya sectors in Huye District (rural). To assess the difference about mental difficulties reported by the offspring, a Mann-Whitney U test was employed to compare the responses of parents and their children on mental health outcomes. Additionally, multiple linear regression analysis was conducted to explore the association between parental intimate partner violence (IPV) and the mental health outcomes of their offspring. RESULTS: The results highlighted significant levels of mental and emotional challenges in children, as reported by both parents and the children themselves. Depression and youth conduct problems were more prevalent among the children compared to their parents, whereas anxiety and irritability were more commonly reported by parents than by their children. Intimate partner violence showed to be a predictor of irritability and anxiety symptoms in offspring. In terms of irritability, depression, and youth conduct problems they were identified as predictors of anxiety symptoms. Particularly, anxiety and irritability were revealed to predict youth conduct problems. CONCLUSION: The study indicates that parental intimate partner violence (IPV) has an impact on the mental well-being of their offspring. Furthermore, it was observed that there is not only a correlation between IPV and poor mental health outcomes, but also a connection between different mental conditions, implying that children exposed to IPV are more prone to experiencing a range of mental issues. As a result, intervention programs should place emphasis on addressing the mental disorders of both parents and children.
Subject(s)
Intimate Partner Violence , Humans , Female , Cross-Sectional Studies , Male , Intimate Partner Violence/psychology , Intimate Partner Violence/statistics & numerical data , Child , Rwanda/epidemiology , Adult , Adolescent , Mental Health , Mental Disorders/epidemiology , Mental Disorders/etiology , Depression/epidemiology , Depression/etiology , Anxiety/epidemiology , Anxiety/etiology , Parents/psychologyABSTRACT
INTRODUCTION: Compelling evidence shows that the COVID-19 pandemic has detrimental effects on the mental health of university students. However, little is known about the psychological distress experienced by students from high schools during the pandemic. This study, therefore, sought to examine the prevalence of depression, anxiety and stress and their associated factors among students from high schools in Rwanda. METHODS AND MATERIALS: A retrospective, cross-sectional study was conducted on 384 students randomly selected from high schools. Data were collected using standardized measures of mental disorders and their associated factors. Bivariate and multivariate analyses based on the odds ratio were used to indicate the associated factors of anxiety, depression, and stress. RESULTS: The results indicated that slightly above half of the participants (51%, n = 195) had clinically significant symptoms of depression, 30.3% (n = 116) had stress and 67.3% (n = 259) had anxiety. Our analyses identified several key risk factors associated with increased odds of these mental disorders. These include exposure to domestic violence, COVID-19 symptoms like cough and myalgia, eating twice per day, having one of the three mental disorders, gender, with females showing higher susceptibility, and direct contact with the people who positively tested covid-19. Conversely, protective factors such as heightened awareness about Covid-19, positive mental health, social support, eating three times, belonging to the third Ubudehe category, and a high resilience emerged as significant elements mitigating the risks of these mental health challenges within our sample. Intriguingly, religious affiliation emerged as a notable factor, with students affiliated with the Witness of Jehovah and Adventist denominations exhibited lower risks for depression and anxiety. CONCLUSION: Our findings highlighted a high prevalence of depression, anxiety, and stress among students from secondary schools. Interestingly, this study also revealed the associated risk and protective factors of depression, anxiety, and stress in Rwandan students in high schools. Therefore, mental health interventions targeting the impact of COVID-19 on students, as young people are needed.
Subject(s)
Anxiety , COVID-19 , Depression , Stress, Psychological , Students , Humans , COVID-19/epidemiology , COVID-19/psychology , Rwanda/epidemiology , Female , Male , Students/psychology , Anxiety/epidemiology , Adolescent , Depression/epidemiology , Depression/psychology , Stress, Psychological/epidemiology , Prevalence , Cross-Sectional Studies , Retrospective Studies , Risk Factors , Protective Factors , Pandemics , SARS-CoV-2 , Young AdultABSTRACT
More than one million neonatal deaths occur every year worldwide, of which 99% take place in low-income countries. In Rwanda, nearly 71% of neonatal deaths are preventable and among these, 10% are due to neonatal sepsis. Nevertheless, limited information exists on neonatal sepsis and its associated factors in Rwanda. The objectives of the study were to find prevalence and factors associated with neonatal sepsis among neonates admitted in Kibungo Referral Hospital, Ngoma District, Rwanda. We used a retrospective cross-sectional study design reviewing a subset of neonatal, maternal and laboratory records from Kibungo Hospital in 2017. Data were reviewed and collected from March to May, 2018. Logistic regression and odds ratios were calculated to identify the factors associated with neonatal sepsis at 95% CI, p < 0.05. Of the 972 total neonates' medical records from 2017, we randomly selected 422 of which 12.8% (n = 54) had neonatal sepsis. When blood cultures were positive, 62% grew Klebsiella pneumoniae. Among neonates with sepsis, 38 (70%) recovered while 16 (30%) died. Neonatal sepsis was strongly associated with neonatal age less than or equal to three days (aOR: 2.769, 95% CI 1.312-5.843; p = 0.008); and gestational age less than 37 weeks (aOR: 4.149; CI 1.1878-9.167; p ≤ 0.001). Increased use of blood cultures including sensitivity testing, routine surface cultures of the neonatology and maternity wards facilities, and systematic ward cleaning are all important approaches to prevent and treat neonatal infections in additional to regular neonatal sepsis evaluations.
Subject(s)
Neonatal Sepsis , Humans , Infant, Newborn , Rwanda/epidemiology , Neonatal Sepsis/epidemiology , Neonatal Sepsis/microbiology , Neonatal Sepsis/mortality , Female , Male , Cross-Sectional Studies , Retrospective Studies , Risk Factors , Prevalence , Referral and Consultation , Klebsiella pneumoniae/isolation & purificationABSTRACT
Background: The coronavirus disease 2019 (COVID-19) pandemic led to disruptions of health service delivery in many countries; some were more resilient in either limiting or rapidly responding to the disruption than others. We used mixed methods implementation research to understand factors and strategies associated with resiliency in Rwanda and Bangladesh, focussing on how evidence-based interventions targeting amenable under-five mortality that had been used during the Millennium Development Goal (MDG) period (2000-15) were maintained during the early period of COVID-19. Methods: We triangulated data from three sources - a desk review of available documents, existing quantitative data on evidence-based intervention coverage, and key informant interviews - to perform a comparative analysis using multiple case studies methodology, comparing contextual factors (barriers or facilitators), implementation strategies (existing from 2000-15, new, or adapted), and implementation outcomes across the two countries. We also analysed which health system resiliency capabilities were present in the two countries. Results: Both countries experienced many of the same facilitators for resiliency of evidence-based interventions for children under five, as well as new, pandemic-specific barriers during the early COVID-19 period (March to December 2020) that required targeted implementation strategies in response. Common facilitators included leadership and governance and a culture of accountability, while common barriers included movement restrictions, workload, and staff shortages. We saw a continuity of implementation strategies that had been associated with success in care delivery during the MDG period, including data use for monitoring and decision-making, as well as building on community health worker programmes for community-based health care delivery. New or adapted strategies used in responding to new barriers included the expanded use of digital platforms. We found implementation outcomes and strong resilience capabilities, including awareness and adaptiveness, which were related to pre-existing facilitators and implementation strategies (continued and new). Conclusions: The strategies and contextual factors Rwanda and Bangladesh leveraged to build 'everyday resilience' before COVID-19, i.e. during the MDG period, likely supported the maintained delivery of the evidence-based interventions targeting under-five mortality during the early stages of the pandemic. Expanding our understanding of pre-existing factors and strategies that contributed to resilience before and during the pandemic is important to support other countries' efforts to incorporate 'everyday resilience' into their health systems.
Subject(s)
COVID-19 , Child Mortality , Primary Health Care , Humans , COVID-19/epidemiology , COVID-19/prevention & control , Rwanda/epidemiology , Bangladesh/epidemiology , Primary Health Care/organization & administration , Child, Preschool , Child Mortality/trends , Infant , Delivery of Health Care/organization & administration , Infant, NewbornABSTRACT
BACKGROUND: Stunting among children under five years of age is a global public health concern, especially in low-and middle-income settings. Emerging evidence suggests a gradual reduction in the overall prevalence of stunting in Rwanda, necessitating a qualitative understanding of the contributing drivers to help develop targeted and effective strategies. This qualitative study explored the lived experiences of women and men to identify key issues that influence childhood nutrition and stunting as well as possible solutions to address the problem. METHODS: Ten (10) focus group discussions (FGDs) were conducted with fathers and mothers of children under five years of age from five districts, supplemented by forty (40) in-depth interviews (IDIs) with Nurses and Community Health Workers (CHWs). Transcripts were coded inductively and analysed thematically using Dedoose (version 9.0.86). RESULTS: Three themes emerged: (1) Awareness of a healthy diet for pregnant women, infants, and children with subthemes Knowledge about maternal and child nutrition and feeding practices; (2) Personal and food hygiene is crucial while handling, preparing, and eating food with subthemes, food preparation practices and the feeding environment (3) factors influencing healthy eating among pregnant women, infants, and children with subthemes; Barriers and facilitators to healthy eating among pregnant women and children. CONCLUSION: Several factors influence child stunting, and strategies to address them should recognise the cultural and social contexts of the problem. Prioritisation of nutrition-based strategies is vital and should be done using a multifaceted approach, incorporating economic opportunities and health education, especially among women, and allowing CHWs to counsel households with conflicts.
Subject(s)
Rural Population , Urban Population , Humans , Rwanda/epidemiology , Female , Male , Child, Preschool , Infant , Adult , Focus Groups , Qualitative Research , Pregnancy , Nutritional Status , Health Knowledge, Attitudes, Practice , Mothers/psychology , Growth Disorders/epidemiology , Growth Disorders/psychology , Child Nutritional Physiological Phenomena , Child Nutrition Disorders/epidemiologyABSTRACT
OBJECTIVE: To assess the level of compliance with COVID-19 preventive measures and compliance-associated factors in the Rwanda community. DESIGN: Cross-sectional study. SETTINGS: Country-wide community survey in Rwanda. PARTICIPANTS: 4763 participants were randomly sampled following the sampling frame used for the recent Rwanda Demographic Health Survey. Participants were aged between 22 years and 94 years. OUTCOMES: The participants' compliance with three preventive measures (wearing a face mask, washing hands and social distancing) was the main outcome. METHODS: From 14 February 2022 to 27 February 2022, a cross-sectional survey using telephone calls was conducted. Study questionnaires included different questions such as participants' demographics and compliance with COVID-19 preventives measures. Verbal consent was obtained from each participant. The compliance on three main preventive measures (wearing a mask, washing hands and social distancing) were the main outcomes. Univariate and multivariable logistic regression analyses were performed to evaluate factors associated with compliance (age, gender, level of education, socioeconomic status). RESULTS: Compliance with the three primary preventive measures (washing hands 98%, wearing a mask 97% and observing social distance 98%) was at a rate of 95%. The respondents' mean age was 46±11 SD (range 22-98) years. In addition, 69% were female and 86% had attended primary education. Bivariate and regression analyses indicated a significant association among the three primary preventive measures (p<0.05). The results showed factors associated significantly between the different models (p<0.05): proper mask use and social distancing in the hand washing model; hand washing, social distancing, avoiding handshakes and not attending gatherings in the proper mask use model; hand washing and avoiding handshakes in the social distancing model. CONCLUSION: Compliance with the three key preventive measures against COVID-19 was high in the Rwandan community and these measures were interdependent. Therefore, the importance of all three measures should be emphasised for effective disease control.
Subject(s)
COVID-19 , Hand Disinfection , Masks , Physical Distancing , SARS-CoV-2 , Humans , COVID-19/prevention & control , COVID-19/epidemiology , Rwanda/epidemiology , Female , Adult , Male , Cross-Sectional Studies , Middle Aged , Masks/statistics & numerical data , Aged , Young Adult , Aged, 80 and over , Surveys and Questionnaires , Patient Compliance/statistics & numerical dataABSTRACT
BACKGROUND: The state of a child's nutrition is a critical indicator of their overall health and wellbeing. Public health still faces challenges from undernutrition, especially in developing nations across the globe. In Rwanda, around 33% of children aged under five years suffer from chronic undernutrition. Many factors, such as poverty, illiteracy, poor WASH practices, improper child feeding practices, and insufficient healthcare, are the leading causes of undernutrition. The study aims to assess infant and young child feeding practices, WASH, food security, and their association with the nutritional status of children under five years in Rwanda's Western and Southern provinces. METHODS: A community-based cross-sectional study design was applied to study factors affecting the nutritional status of children under five years in 439 households in the Karongi, Nyabihu, and Nyamagabe districts of Rwanda. The study assessed anemia, stunting, underweight, and wasting indicators, and collected data was analyzed using SPSS version 25. RESULTS: The study findings indicate that among the children surveyed, 29.2% (128) were identified as stunted, 5.9% (26) were underweight, 2.3% (10) suffered from wasting, and 20.9% (31) had anemia. Factors associated with these conditions included larger household size [AOR = 2.108; 95% CI (1.016-4.371)], positively associated with stunting. Additionally, children from households where the head was above 60 years old were more likely to exhibit stunting [AOR = 4.809; 95% CI (1.513, 15.283)]. Furthermore, a high household dietary diversity score was positively linked to being underweight [AOR = 6.061; 95% CI (1.535,23.942)]. CONCLUSION: Household characteristics like size, dietary diversity, and the age of the household head affect children's nutritional status. Improving these conditions would enhance children's nutritional status.
Subject(s)
Nutritional Status , Humans , Rwanda/epidemiology , Child, Preschool , Infant , Cross-Sectional Studies , Male , Female , Child Nutrition Disorders/epidemiology , Infant, Newborn , Risk Factors , Growth Disorders/epidemiologyABSTRACT
INTRODUCTION: The escalating number of teenage pregnancies, especially in the Eastern province of Rwanda, continues to raise concerns regarding the sexual and reproductive health of adolescents in the country. Recent statistics indicate that 5% of adolescent girls between the ages of 15 and 19 have given birth and 4% are currently pregnant with their first child. This highlights the critical need for comprehensive sexual and reproductive health education tailored for adolescents. However, there is limited evidence on factors affecting adolescents' efforts to prevent unwanted pregnancies and sexually transmitted infections in the Eastern Province of Rwanda, and the support systems available to adolescents in secondary schools, including the role of parents in promoting their sexual and reproductive health to minimize the risky sexual practices. METHODS: An explorative qualitative study utilizing focus group discussions was conducted to garner the perspectives of 118 adolescents enrolled in six twelve-year-basic-education schools from three districts of the Eastern Province of Rwanda. Thematic analysis was employed to identify themes related to the impact of various factors on adolescents' sexual and reproductive health as they navigate through the physical and emotional changes from puberty to adolescence. RESULTS: Adolescents are aware of the potential consequences of engaging in unprotected sexual intercourse which include the risk of unplanned pregnancy, sexually transmitted infections, HIV/AIDS, and emotional distress. Female participants emphasized that young girls who do not receive adequate support upon becoming pregnant prematurely may encounter depression, discontinue their education, face the harsh reality of extreme poverty, and struggle significantly in assuming the responsibilities of parenthood as young single mothers. Adolescents highlighted the lack of parental guidance concerning sexual and reproductive matters as a significant obstacle in their pursuit of a healthy and safe sexual and reproductive health during adolescence. CONCLUSION: Inadequate parental engagement still hinders adolescents in navigating the physical bodily, mental, and emotional changes during adolescence. This affects their capacity to make well-informed decisions to prevent adverse consequences such as unintended pregnancies, substance misuse, sexually transmitted infections, and HIV/AIDS resulting from unsafe sexual practices. Since this study was qualitative, quantitative data necessary for a precise evaluation of the extent of the problem related to the absence of parental involvement in educating adolescents on sexual and reproductive health needs further research.
Subject(s)
Pregnancy in Adolescence , Pregnancy, Unwanted , Qualitative Research , Schools , Humans , Adolescent , Female , Rwanda/epidemiology , Pregnancy , Pregnancy, Unwanted/psychology , Pregnancy in Adolescence/prevention & control , Pregnancy in Adolescence/psychology , Sexual Behavior/psychology , Male , Focus Groups , Young Adult , Sexually Transmitted Diseases/prevention & control , Sexually Transmitted Diseases/epidemiology , Sex EducationABSTRACT
Background: The COVID-19 pandemic resulted in drops in access to and availability of a number of evidence-based interventions (EBIs) known to reduce under-5 mortality (U5M) across a wide range of countries, including Rwanda. We aimed to understand the strategies and contextual factors associated with preventing or mitigating drops nationally and subnationally, and the extent to which previous efforts to reduce U5M supported the maintenance of healthcare delivery. Methods: We used a convergent mixed methods implementation science approach, guided by hybrid implementation research and resiliency frameworks. We triangulated data from three sources: desk review of available documents, existing routine data from the health management information system, and key informant interviews (KIIs). We analyzed quantitative data through scatter plots using interrupted time series analysis to describe changes in EBI access, uptake, and delivery. We used a Poisson regression model to estimate the impact of COVID-19 on health management information system indicators, adjusting for seasonality. We used thematic analysis of coded interviews to identify emerging patterns and themes. Results: We found moderate 4% (IRR = 0.96; 95%CI: 0.93, 1.00) and 5% (IRR = 0.95; 95%CI: 0.92, 0.99) drops in pentavalent and rotavirus 2 doses vaccines administered, respectively. Nationally, there was a 5% drop in facility-based delivery (IRR = 0.95; 95%CI: 0.92, 0.99). Lockdown and movement restrictions and community and health-worker fear of COVID-19 were barriers to service delivery early in the pandemic. Key implementation strategies to prevent or respond to EBI drops included leveraging community-based healthcare delivery, data use for decision-making, mentorship and supervision, and use of digital platform. Conclusions: While Rwanda had drops in some EBIs early in the pandemic, especially during the initial lockdown, this was rapidly identified, and response implemented. The resiliency of the health system was associated with the Rwandan health system's ability to learn and adapt, encouraging a flexible response to fit the situation.
Subject(s)
COVID-19 , Implementation Science , SARS-CoV-2 , Humans , Rwanda/epidemiology , COVID-19/epidemiology , COVID-19/prevention & control , Child, Preschool , Delivery of Health Care/organization & administration , Infant , Infant Mortality , Evidence-Based Practice , Infant, Newborn , Interrupted Time Series AnalysisABSTRACT
Rift Valley fever (RVF), a mosquito-borne transboundary zoonosis, was first confirmed in Rwanda's livestock in 2012 and since then sporadic cases have been reported almost every year. In 2018, the country experienced its first large outbreak, which was followed by a second one in 2022. To determine the circulating virus lineages and their ancestral origin, two genome sequences from the 2018 outbreak, and thirty-six, forty-one, and thirty-eight sequences of small (S), medium (M), and large (L) genome segments, respectively, from the 2022 outbreak were generated. All of the samples from the 2022 outbreak were collected from slaughterhouses. Both maximum likelihood and Bayesian-based phylogenetic analyses were performed. The findings showed that RVF viruses belonging to a single lineage, C, were circulating during the two outbreaks, and shared a recent common ancestor with RVF viruses isolated in Uganda between 2016 and 2019, and were also linked to the 2006/2007 largest East Africa RVF outbreak reported in Kenya, Tanzania, and Somalia. Alongside the wild-type viruses, genetic evidence of the RVFV Clone 13 vaccine strain was found in slaughterhouse animals, demonstrating a possible occupational risk of exposure with unknown outcome for people working in meat-related industry. These results provide additional evidence of the ongoing wide spread of RVFV lineage C in Africa and emphasize the need for an effective national and international One Health-based collaborative approach in responding to RVF emergencies.
Subject(s)
Disease Outbreaks , Genome, Viral , Livestock , Phylogeny , Rift Valley Fever , Rift Valley fever virus , Animals , Rwanda/epidemiology , Rift Valley Fever/epidemiology , Rift Valley Fever/virology , Rift Valley Fever/transmission , Rift Valley fever virus/genetics , Rift Valley fever virus/classification , Rift Valley fever virus/isolation & purification , Livestock/virology , Cattle , Abattoirs , Genomics/methodsABSTRACT
BACKGROUND: People with HIV/AIDS (PWHA) have 7-36 times greater risk for completed suicide associated with depression symptoms compared to general population. However, no study has sufficiently analyzed the mediating or moderating variables of the relationship between depression and suicidal ideation in Rwanda. OBJECTIVES: This study aimed to examine how complicated grief mediates and substance abuse moderates the effects of depression symptoms on suicidal ideation. METHODS: Data were collected from a convenient sample of 140 participants (M-age = 38.79 years, SD = 10.218) receiving antiretroviral therapy (ART) at Remera Health Center in a cross-sectional study. Multiple linear regression and Sobel test were used to examine the relationships between depression symptoms, complicated grief, suicidal ideation, and substance abuse. RESULTS: The results indicated that 29% of the sample had clinically significant symptoms of depression and 18% had suicidal ideation. The interaction between substance abuse and depression symptoms (ß = .468, t = 8.02, p = 0.000) was a significant predictor, explaining the 55.7% of variance in suicidal ideation. Furthermore, the Sobel test demonstrated that complicated grief mediated the effects of depression symptoms (t = 4.67, SE = 0.0101, p ≤ 0.001) on suicidal ideation. CONCLUSION: The results suggest that depression symptoms are associated with an increased risk of suicidal ideation, and this risk significantly amplified in the presence of complicated grief and substance abuse. These findings highlight the importance of integrating mental health services, particularly those addressing depression, complicated grief, and substance abuse, into HIV care programs to mitigate the risk of suicidal ideation among PWHA.
Subject(s)
Depression , Grief , HIV Infections , Substance-Related Disorders , Suicidal Ideation , Humans , Male , Adult , Female , Substance-Related Disorders/psychology , Substance-Related Disorders/epidemiology , Substance-Related Disorders/complications , HIV Infections/psychology , HIV Infections/drug therapy , HIV Infections/complications , Cross-Sectional Studies , Depression/epidemiology , Depression/psychology , Middle Aged , Rwanda/epidemiology , Risk FactorsABSTRACT
There are marked disparities in cancer survival in low-income countries compared to high-income countries, yet population-based data in the first is largely lacking. In this study, data from the national cancer registry of Rwanda were examined for 542 patients diagnosed with eight of the most common cancers of adults stomach (C16), colorectum (C18-20), liver (C22), breast (female) (C50), cervix (C53), ovary (C56), prostate (C61), and non-Hodgkin lymphomas (C82-85) between 2014 and 2017. Subjects were randomly selected for active followed-up to calculate 1-, 3-, and 5-year observed and relative survival (RS) by cancer type and stage. Overall, 53.7% of cases had died within 5 years of diagnosis. Five-year RS varied by malignancy and ranged from 17.6% (95% confidence interval [CI]: 6.7%-32.6%) for liver cancer to 68% (CI: 51.6%-79.8%) for cancers of the prostate. Stage was assigned for 71.6% of patients (n = 388 of 542), with over half (58%) having advanced stage (III/IV) at diagnosis. For all except liver and ovary, stage was a strong predictor of survival; for example, three-year observed survival was 90.9% and 44.8% (p-value: .002) for early and advanced breast cancer, respectively. This study demonstrates that stage specific survival can be obtained from population based cancer registries in sub Saharan Africa, data that are invaluable for international benchmarking, and for local planning and evaluation of cancer control programs.
Subject(s)
Neoplasm Staging , Neoplasms , Registries , Humans , Rwanda/epidemiology , Male , Female , Adult , Middle Aged , Neoplasms/mortality , Neoplasms/diagnosis , Neoplasms/epidemiology , Aged , Young Adult , Survival Rate , Aged, 80 and over , AdolescentABSTRACT
Caesarean section (C-section) is the most performed major surgery worldwide. About 15% of births are delivered through C-section in Rwanda. The post-caesarean surgical section is one of the most frequent complications that follow a C-section. The purpose of this systematic review and meta-analysis is to estimate the pooled prevalence of surgical site infections following caesarean section deliveries in Rwanda. A comprehensive search was conducted across PubMed/MEDLINE, Google Scholar, DOAJ, AJOL and the Cochrane Library to identify primary studies on post-caesarean surgical site infections in Rwanda. Studies meeting predetermined criteria were included, and their quality was assessed using the JBI Critical Appraisal Tools. Heterogeneity was evaluated using I2 statistics, while publication bias was examined via funnel plots and statistical tests. Pooled prevalence was calculated using Jamovi 2.3.28 software, with subgroup analysis conducted to identify sources of heterogeneity. Statistical significance was set at p < 0.05. From 139 articles initially searched from the databases, only 17 studies with 8, 082 individuals were finally included in the systematic review and meta-analysis. Using the random-effects model, the pooled estimate of post C-section SSIs prevalence in Rwanda was 6.85% (95% CI 5.2, 8.5). Subgroup analysis based on publication year, sample size, hospital and study design showed no much difference in SSI prevalence. The current systematic review and meta-analysis indicates that post-caesarean surgical site infections are significant in Rwanda. A collaborative effort is required to lower post-C-section SSIs and provide the best surgical care in the country.
Subject(s)
Cesarean Section , Surgical Wound Infection , Humans , Cesarean Section/adverse effects , Surgical Wound Infection/epidemiology , Surgical Wound Infection/etiology , Rwanda/epidemiology , Female , Prevalence , Pregnancy , AdultABSTRACT
Postpartum haemorrhage (PPH) is a significant cause of maternal morbidity and mortality worldwide, particularly in low-resource settings. This study aimed to develop a predictive model for PPH using early risk factors and rank their importance in terms of predictive ability. The dataset was obtained from an observational case-control study in northern Rwanda. Various statistical models and machine learning techniques were evaluated, including logistic regression, logistic regression with elastic-net regularisation, Random Forests, Extremely Randomised Trees, and gradient-boosted trees with XGBoost. The Random Forest model, with an average sensitivity of 80.7%, specificity of 71.3%, and a misclassification rate of 12.19%, outperformed the other models, demonstrating its potential as a reliable tool for predicting PPH. The important predictors identified in this study were haemoglobin level during labour and maternal age. However, there were differences in PPH risk factor importance in different data partitions, highlighting the need for further investigation. These findings contribute to understanding PPH risk factors, highlight the importance of considering different data partitions and implementing cross-validation in predictive modelling, and emphasise the value of identifying the appropriate prediction model for the application. Effective PPH prediction models are essential for improving maternal health outcomes on a global scale. This study provides valuable insights for healthcare providers to develop predictive models for PPH to identify high-risk women and implement targeted interventions.
Subject(s)
Machine Learning , Models, Statistical , Postpartum Hemorrhage , Humans , Female , Postpartum Hemorrhage/epidemiology , Risk Factors , Adult , Case-Control Studies , Pregnancy , Rwanda/epidemiology , Young Adult , Logistic ModelsABSTRACT
While life expectancy of people living with HIV is increasing, their burden of non-communicable diseases, including mental health disorders, is growing as well. The aim of this study is to investigate the prevalence and identify the risk factors associated with mental health disorders among this population in Rwanda. This cross-sectional study enrolled people living with HIV from 12 HIV clinics across Rwanda using random sampling. Trained HIV nurses conducted the Mini International Neuropsychiatric Interview to estimate the prevalence of major depressive episode, post-traumatic stress disorder, and generalized anxiety disorder. Sociodemographic, psychosocial, and HIV-related data were also collected. Associated risk factors for being diagnosed with one of the mental health disorders were assessed using modified Poisson regression with robust error variance. Of 428 participants, 70 (16.4%) had at least one mental health disorder with major depressive episode being most prevalent (n = 60, 14.0%). Almost all participants were adherent to antiretroviral therapy (n = 424, 99.1%) and virally suppressed (n = 412, 96.9%). Of those diagnosed with a mental health disorder, only few were aware of (n = 4, 5.7%) or under treatment for this mental health disorder (n = 5, 7.2%). Mental health disorders were associated with experiences of HIV-related stigma and discrimination (aRR = 2.14, 95%CI 1.30-3.53, p = 0.003). The results demonstrate underdiagnosis and undertreatment of mental health disorders among Rwandan People Living with HIV. Using HIV nurses to diagnose mental health disorders could serve as a low-cost strategy for integrating mental health care with existing HIV services and could inspire the implementation in other low-resource settings.
Subject(s)
HIV Infections , Mental Disorders , Social Stigma , Humans , Rwanda/epidemiology , Cross-Sectional Studies , Female , Male , HIV Infections/epidemiology , HIV Infections/psychology , Adult , Prevalence , Risk Factors , Middle Aged , Mental Disorders/epidemiology , Mental Disorders/psychology , Depressive Disorder, Major/epidemiology , Depressive Disorder, Major/psychology , Stress Disorders, Post-Traumatic/epidemiology , Stress Disorders, Post-Traumatic/psychology , Anxiety Disorders/epidemiology , Anxiety Disorders/psychology , Mental Health , Socioeconomic FactorsABSTRACT
In sub-Saharan Africa, malaria and anemia contribute substantially to the high burden of morbidity and mortality among under-five children. In Rwanda, both diseases have remained public health challenge over the years in spite of the numerous intervention programs and policies put in place. This study aimed at understanding the geographical variations between the joint and specific risks of both diseases in the country while quantifying the effects of some socio-demographic and climatic factors. Using data extracted from Rwanda Demographic and Health Survey, a shared component model was conceived and inference was based on integrated nested Laplace approximation. The study findings revealed similar spatial patterns for the risk of malaria and the shared risks of both diseases, thus confirming the strong link between malaria and anaemia. The spatial patterns revealed that the risks for contracting both diseases are higher among children living in the districts of Rutsiro, Nyabihu, Rusizi, Ruhango, and Gisagara. The risks for both diseases are significantly associated with type of place of residence, sex of household head, ownership of bed net, wealth index and mother's educational attainment. Temperature and precipitation also have substantial association with both diseases. When developing malaria intervention programs and policies, it is important to take into account climatic and environmental variability in Rwanda. Also, potential intervention initiatives focusing on the lowest wealth index, children of uneducated mothers, and high risky regions need to be reinforced.
Subject(s)
Anemia , Malaria , Humans , Rwanda/epidemiology , Malaria/epidemiology , Anemia/epidemiology , Female , Male , Child, Preschool , Risk Factors , Infant , Socioeconomic Factors , Adult , AdolescentABSTRACT
BACKGROUND: The lack of accurate population-based information on childhood cancer stage and survival in low-income countries is a barrier to improving childhood cancer outcomes. METHODS: In this study, data from the Rwanda National Cancer Registry (RNCR) were examined for children aged 0-14 diagnosed in 2013-2017 for the eight most commonly occurring childhood cancers: acute lymphoblastic leukaemia, Hodgkin lymphoma (HL), Burkitt lymphoma (BL), non-Hodgkin lymphoma excluding BL, retinoblastoma, Wilms tumour, osteosarcoma and rhabdomyosarcoma. Utilising the Toronto Childhood Cancer Stage Guidelines Tier 1, the study assigned stage at diagnosis to all, except HL, and conducted active follow-ups to calculate 1-, 3- and 5-year observed and relative survival by cancer type and stage at diagnosis. RESULTS: The cohort comprised 412 children, of whom 49% (n = 202) died within 5 years of diagnosis. Five-year survival ranged from 28% (95% confidence interval [CI]: 12.5%-45.6%) for BL to 68% (CI: 55%-78%) for retinoblastoma. For the cancers for which staging was carried out, it was assigned for 83% patients (n = 301 of 362), with over half (58%) having limited or localised stage at diagnosis. Stage was a strong predictor of survival; for example, 3-year survival was 70% (95% CI: 45.1%-85.3%) and 11.8% (2.0%-31.2%) for limited and advanced non-HL, respectively (p < .001). CONCLUSION: This study is only the second to report on stage distribution and stage-specific survival for childhood cancers in sub-Saharan Africa. It demonstrates the feasibility of the Toronto Stage Guidelines in a low-resource setting, and highlights the value of population-based cancer registries in aiding our understanding of the poor outcomes experienced by this population.
Subject(s)
Neoplasm Staging , Neoplasms , Registries , Humans , Rwanda/epidemiology , Male , Child, Preschool , Child , Female , Infant , Adolescent , Survival Rate , Infant, Newborn , Neoplasms/mortality , Neoplasms/diagnosis , Neoplasms/epidemiology , Neoplasms/pathology , Follow-Up Studies , PrognosisABSTRACT
The pork tapeworm Taenia solium causes human taeniasis and cysticercosis when ingested as viable cysts and eggs, respectively. Despite its high health burden in low-income countries, knowledge of the parasite in endemic areas such as Rwanda is often limited. Here, we assess whether The Vicious Worm education software can increase knowledge in endemic areas of Rwanda. A cross-sectional mixed-methods study was conducted to evaluate knowledge about T. solium among community health workers trained using the Vicious Worm education software. Knowledge was assessed before, immediately after, and four weeks after the training. The health workers perceptions of the software were analysed thematically. A total of 207 community health workers were recruited from Nyamagabe district in Southern Province, Rwanda. Participants were composed of males (33.5%) and females (66.5%), aged between 22 and 68 years, and most (71%) had only completed primary education. Knowledge of cysticercosis at baseline was low, particularly knowledge of human cysticercosis and neurocysticercosis. The overall knowledge score increased significantly after training and was maintained four weeks after the training. Overall, insufficient knowledge was associated with neurocysticercosis-related questions, which after the training, remained relatively lower compared to questions of other categories. Participants reported the software to be user-friendly and educational. Digital illiteracy and the lack of smartphones were among the critical challenges highlighted in responses. This study has shown gaps in knowledge regarding T. solium infections within rural Rwanda, particularly neurocysticercosis. Health education using the Vicious Worm education software should be considered in integrated control programs.
Subject(s)
Community Health Workers , Cysticercosis , Health Knowledge, Attitudes, Practice , Taenia solium , Humans , Community Health Workers/education , Adult , Animals , Rwanda/epidemiology , Female , Male , Taenia solium/isolation & purification , Cross-Sectional Studies , Cysticercosis/epidemiology , Cysticercosis/prevention & control , Cysticercosis/parasitology , Middle Aged , Young Adult , Aged , Health Education/methods , SoftwareABSTRACT
BACKGROUND: Undernutrition and anemia are significant public health issues among under-5 children, with potential long-term consequences for growth, development, and overall health. Thus, this study aims to conduct a bivariate binary logistic regression model by accounting for the possible dependency of childhood undernutrition and anemia. METHODS: The data came from the DHS program's measurement. A total of 3,206 under-five children were involved in this study. A single composite index measure was calculated for stunting, wasting, and underweight using principal component analysis. A bivariate binary logistic regression model is used to assess the association between undernutrition and anemia given the effect of other predictors. RESULTS: Among 3,206 under-five children considered in this study, 1482 (46.2%) and 658 (20.5%) children were agonized by anemia and undernutrition, respectively. In bivariate binary logistic regression model; Urban children [AOR = 0.751, 96% CI: 0.573-0.984; AOR = 0.663, 95% CI: 0.456-0.995] and anemic mothers [AOR = 1.160, 95% CI: 1.104-1.218; AOR = 1.663, 95% CI: 1.242-2.225] were significantly associated with both childhood anemia and undernutrition, respectively. Improved water sources [AOR = 0.681, 95% CI: 0.446-0.996], average-sized children [AOR = 0.567, 95% CI: 0.462-0.696], and diarrhea [AOR = 1.134, 95% CI: 1.120-2.792] were significantly associated with childhood anemia. Large-sized children [AOR = 0.882, 95% CI: 0.791-0.853] and those with fever [AOR = 1.152, 95% CI: 1.312-2.981] were significantly associated with under-five children's undernutrition. CONCLUSION: The prevalence of both undernutrition and anemia among under-five-year-old children was high in Rwanda. The following determinants are statistically associated with both childhood undernutrition and anemia: place of residence; source of drinking water; maternal anemia; being a twin; birth size of children; diarrhea; fever; and child age. Anemia and nutritional deficiencies must be treated concurrently under one program, with evidence-based policies aimed at vulnerable populations.