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"Kateera, Fredrick"
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Barriers and coping mechanisms to accessing healthcare during the COVID-19 lockdown: a cross-sectional survey among patients with chronic diseases in rural Rwanda
by
Dusabeyezu, Symaque
,
Mubiligi, Joel M.
,
Karema, Nadine
in
Adaptation, Psychological
,
Adolescent
,
Adult
2021
Background
Large scale physical distancing measures and movement restrictions imposed to contain COVID-19, often referred to as ‘
lockdowns
’, abruptly and ubiquitously restricted access to routine healthcare services. This study describes reported barriers and coping mechanisms to accessing healthcare among chronic care patients during the nationwide COVID-19 lockdown in Rwanda.
Methods
This cross-sectional study was conducted among chronic care patients enrolled in pediatric development, HIV/AIDS, non-communicable diseases, mental health, and oncology programs at 3 rural Rwandan districts. Active patients with an appointment scheduled between March–June 2020 and a phone number recorded in the electronic medical record system were eligible. Data were collected by telephone interviews between 23rd April and 11th May 2020, with proxy reporting by caregivers for children and critically ill-patients. Fisher’s exact tests were used to measure associations. Logistic regression analysis was also used to assess factors associated with reporting at least one barrier to accessing healthcare during the lockdown.
Results
Of 220 patient respondents, 44% reported at least one barrier to accessing healthcare. Barriers included lack of access to emergency care (
n
= 50; 22.7%), lack of access to medication (
n
= 44; 20.0%) and skipping clinical appointments (
n
= 37; 16.8%). Experiencing barriers was associated with the clinical program (
p
< 0.001), with oncology patients being highly affected (64.5%), and with increasing distance from home to the health facility (
p
= 0.031). In the adjusted logistic regression model, reporting at least one barrier to accessing healthcare was associated with the patient's clinical program and district of residence. Forty (18.2%) patients identified positive coping mechanisms to ensure continuation of care, such as walking long distances during suspension of public transport (
n
= 21; 9.6%), contacting clinicians via telephone for guidance or rescheduling appointments (
n
= 15; 6.8%), and delegating someone else for medication pick-up (
n
= 6; 2.7%). Of 124 patients who reported no barriers to accessing healthcare, 9% used positive coping mechanisms.
Conclusion
A large proportion of chronic care patients experienced barriers to accessing healthcare during the COVID-19 lockdown. However, many patients also independently identified positive coping mechanisms to ensure continuation of care - strategies that could be formally adopted by healthcare systems in Rwanda and similar settings to mitigate effects of future lockdowns on patients.
Journal Article
Silicosis prevalence and associated occupational risk factors among cassiterite (tin ore) miners in eastern Rwanda: a cross-sectional analysis of mining practice and risk in an active mining cohort
2026
ObjectivesSilicosis is one of the most common forms of pneumoconiosis worldwide. In Rwanda, there is a lack of data on the silicosis burden and occupational risk among underground miners.MethodsWe conducted a cross-sectional study among all miners from eight cassiterite (tin ore) mining sites in Kayonza district, eastern Rwanda. Questionnaire data and chest radiography were collected at Rwinkwavu District Hospital. Two radiologists reviewed all the chest radiographs using International Labour Organization (ILO) criteria, with a third radiologist reviewing films with ILO rating discrepancies. Logistic regression was performed to investigate risk factors associated with radiographic silicosis.ResultsIn total, 1021 mine workers were included in the primary outcome (risk) analysis. The median age was 32 years (IQR 26–40), and 948 participants (93%) were male. Of all participants, 94 (9%) were diagnosed with silicosis in the primary analysis. Increased odds of silicosis were associated with working in a blasting station (adjusted OR (aOR) 3.30; 95% CI 1.68 to 6.45), excavation station (aOR 2.77; 95% CI 1.09 to 7.04), drilling station (aOR 2.51; 95% CI 1.34 to 4.70), exposure to tobacco (aOR 1.92; 95% CI 1.14 to 3.24) and increased time of working in mining (aOR 1.05 per year spent in mining; 95% CI 1.01 to 1.09).ConclusionsHigh-risk mining tasks, tobacco use and duration of mining employment were significantly associated with increased risk of having a silicosis diagnosis. Our results indicate that screening and preliminary occupational risk analysis in a rural mining cohort is technically feasible.
Journal Article
Does community-based health insurance protect women from financial catastrophe after cesarean section? A prospective study from a rural hospital in Rwanda
by
Irasubiza, Holly
,
Hedt-Gauthier, Bethany L.
,
Nkurunziza, Jonathan
in
Cesarean Section
,
Community-Based Health Insurance
,
Costs
2022
Background
The implementation of community-based health insurance in (CBHI) in Rwanda has reduced out of pocket (OOP) spending for the > 79% of citizens who enroll in it but the effect for surgical patients is not well described. For all but the poorest citizens who are completely subsidized, the OOP (out of pocket) payment at time of service is 10%. However, 55.5% of the population is below the international poverty line meaning that even this copay can have a significant impact on a family’s financial health. The aim of this study was to estimate the burden of OOP payments for cesarean sections in the context of CBHI and determine if having it reduces catastrophic health expenditure (CHE).
Methods
This study is nested in a larger randomized controlled trial of women undergoing cesarean section at a district hospital in Rwanda. Eligible patients were surveyed at discharge to quantify household income and routine monthly expenditures and direct and indirect spending related to the hospitalization. This was used in conjunction with hospital billing records to calculate the rate of catastrophic expenditure by insurance group.
Results
About 94% of the 340 women met the World Bank definition of extreme poverty. Of the 330 (97.1%) with any type of health insurance, the majority (
n
= 310, 91.2%) have CBHI. The average OOP expenditure for a cesarean section and hospitalization was $9.36. The average cost adding transportation to the hospital was $19.29. 164 (48.2%) had to borrow money and 43 (12.7%) had to sell possessions. The hospital bill alone was a CHE for 5.3% of patients. However, when including transportation costs, 15.4% incurred a CHE and including lost wages, 22.6%.
Conclusion
To ensure universal health coverage (UHC), essential surgical care must be affordable. Despite enrollment in universal health insurance, cesarean section still impoverishes households in rural Rwanda, the majority of whom already lie below the poverty line. Although CBHI protects against CHE from the cost of healthcare, when adding in the cost of transportation, lost wages and caregivers, cesarean section is still often a catastrophic financial event. Further innovation in financial risk protection is needed to provide equitable UHC.
Journal Article
Clinical outcomes of a primary care mental health implementation program scale-up in the Eastern Province of Rwanda: a prospective cohort study
by
Smith, Stephanie L.
,
Mubiligi, Joel M.
,
Karema, Nadine
in
Adult
,
Care and treatment
,
Community psychiatric services
2025
Background
The Mentoring and Enhanced Supervision at Health Centers for Mental Health (MESH-MH) program supports mental health care delivery by non-specialist, primary care providers in Rwanda to improve access to quality mental health care. After an initial pilot in one rural district, the program was scaled to support service delivery across two additional districts. We aimed to assess changes in symptoms and functioning outcomes among patients who received treatment at selected health centers supported by MESH-MH. We compare them with patient outcomes from the original pilot district.
Methods
We conducted a prospective cohort study among patients with mental health conditions and epilepsy who started treatment at ten health centers in the Rwinkwavu and Kirehe Hospital catchment areas between November 2020 and December 2021. We assessed patients’ symptoms using the 12-item General Health Questionnaire (GHQ-12) and daily functioning using the 12-item World Health Organization Disability Assessment Scale (WHO-DAS 2.0 Brief). We collected data at baseline, midline (on average, 71 days from treatment initiation), and endline (on average, 197 days from treatment initiation). We measured changes over time in outcomes and associations with the duration of treatment using Wilcoxon signed rank tests and linear mixed models. We compared findings with those of our previous study in the Burera district using linear mixed models and adjusting for possible confounding factors.
Results
Of 151 participants enrolled, primary diagnoses were epilepsy (
n
= 45, 29.8%), depression (
n
= 36, 23.8%), brief psychosis (
n
= 26, 17.2%), and schizophrenia (
n
= 20, 13.2%). The median GHQ-12 score improved from 24 (IQR: 18–30) at baseline to 11 (IQR: 5–17) at endline (median change: -12 [IQR: -19, -6],
p
< 0.001). The median WHO-DAS Brief score improved from 21.8 (IQR: 13–30) to 6 (IQR: 3–15) (median change: -13 [IQR: -22, -4],
p
< 0.001). The median number of days with having difficulties to carry out regular activities declined from 20 (IQR: 7–20) at baseline to 5 (IQR: 2–15) at endline (median change: -10 [IQR: -21, 0],
p
< 0.001) with comparable significant reductions in the number of days where patients were less able to engage in usual activities. We consistently observed significant improvements when using linear mixed models and across patient diagnoses. The scale-up sites revealed slightly greater reductions in symptoms relative to Burera, the pilot site study, while they showed comparable improvements in functioning.
Conclusions
Our findings indicate that patients with mental health conditions and epilepsy who received treatment at health centers newly supported by MESH-MH experienced significant improvements in symptoms and functioning. These improvements were comparable to the outcomes seen in the initial pilot of MESH-MH. Scaling-up interventions like the MESH-MH model could help to decentralize and increase access to mental health services in Rwanda and other similar settings.
Journal Article
Performance of a Nonelectric Infant Warmer in Rwandan Health Centers
2019
Background. Neonatal hypothermia remains a challenge in resource-limited settings. Methods. We conducted a prospective mixed-methods cohort study in rural Rwandan health centers to assess the performance of an infant warmer we designed for low-resource settings. All hypothermic infants were eligible for enrollment. Outcomes. Safety: incidence of adverse reactions. Effectiveness: attainment of euthermia, rate of temperature rise. Feasibility: correct use of warmer, signs of wear. Interviews of caregivers and nurses. Findings. Of 102 encounters, there were no adverse reactions. Of 80 encounters for hypothermia when infants on warmer for ≥1 hour, 79 achieved euthermia; 73 in ≤2 hours. Of the 80 encounters, 64 had temperature rise ≥0.5°C/h. Of the 102 encounters, there were no instances of the warmer being prepared, used, or cleaned incorrectly. Five out of the 12 warmers exhibited wear. Interview participants were predominantly positive; some found time for readiness of warmer challenging. Interpretation. The warmer performed well. It is appropriate to study in larger scale.
Journal Article
The true costs of cesarean delivery for patients in rural Rwanda: Accounting for post-discharge expenses in estimated health expenditures
2022
Introduction
While it is recognized that there are costs associated with postoperative patient follow-up, risk assessments of catastrophic health expenditures (CHEs) due to surgery in sub-Saharan Africa rarely include expenses after discharge. We describe patient-level costs for cesarean section (c-section) and follow-up care up to postoperative day (POD) 30 and evaluate the contribution of follow-up to CHEs in rural Rwanda.
Methods
We interviewed women who delivered via c-section at Kirehe District Hospital between September 2019 and February 2020. Expenditure details were captured on an adapted surgical indicator financial survey tool and extracted from the hospital billing system. CHE was defined as health expenditure of ≥ 10% of annual household expenditure. We report the cost of c-section up to 30 days after discharge, the rate of CHE among c-section patients stratified by in-hospital costs and post-discharge follow-up costs, and the main contributors to c-section follow-up costs. We performed a multivariate logistic regression using a backward stepwise process to determine independent predictors of CHE at POD30 at α ≤ 0.05.
Results
Of the 479 participants in this study, 90% were classified as impoverished before surgery and an additional 6.4% were impoverished by the c-section. The median out-of-pocket costs up to POD30 was US$122.16 (IQR: $102.94, $148.11); 63% of these expenditures were attributed to post-discharge expenses or lost opportunity costs (US$77.50; IQR: $67.70, $95.60). To afford c-section care, 64.4% borrowed money and 18.4% sold possessions. The CHE rate was 27% when only considering direct and indirect costs up to the time of discharge and 77% when including the reported expenses up to POD30. Transportation and lost household wages were the largest contributors to post-discharge costs. Further, CHE at POD30 was independently predicted by membership in community-based health insurance (aOR = 3.40, 95% CI: 1.21,9.60), being a farmer (aOR = 2.25, 95% CI:1.00,3.03), primary school education (aOR = 2.35, 95% CI:1.91,4.66), and small household sizes had 0.22 lower odds of experiencing CHE compared to large households (aOR = 0.78, 95% CI:0.66,0.91).
Conclusion
Costs associated with surgical follow-up are often neglected in financial risk calculations but contribute significantly to the risk of CHE in rural Rwanda. Insurance coverage for direct medical costs is insufficient to protect against CHE. Innovative follow-up solutions to reduce costs of patient transport and compensate for household lost wages need to be considered.
Journal Article
Rwanda’s community health workers at the front line: a mixed-method study on perceived needs and challenges for community-based healthcare delivery during COVID-19 pandemic
by
Niyigena, Anne
,
Cubaka, Vincent K
,
Mukamana, Beatrice
in
change management
,
Communicable Disease Control
,
Community Health Services
2022
ObjectiveDuring the COVID-19 pandemic, community health workers (CHWs) served as front-line workers in the COVID-19 response while maintaining community health services. We aimed to understand challenges faced by Rwanda’s CHWs during a nationwide COVID-19 lockdown that occurred between March and May 2020 by assessing the availability of trainings, supplies and supervision while exploring perceived needs and challenges.Design and settingThis study was a mixed-method study conducted in three Rwandan districts: Burera, Kirehe and Kayonza.Main outcome and measureUsing data collected via telephone, we assessed the availability of trainings, supplies and supervision during the first national lockdown, while exploring perceived needs and challenges of CHWs who were engaged in COVID-19 response, in addition to their existing duties of delivering health services in the community.ResultsAmong the 292 quantitative survey participants, CHWs were responsible for a median of 55 households (IQR: 42–79) and visited a median of 30 households (IQR: 11–52) in the month prior to the survey (July 2020). In the previous 12 months, only 164 (56.2%) CHWs reported being trained on any health topic. Gaps in supply availability, particularly for commodities, existed at the start of the lockdown and worsened over the course of the lockdown. Supervision during the lockdown was low, with nearly 10% of CHWs never receiving supervision and only 24% receiving at least three supervision visits during the 3-month lockdown. In qualitative interviews, CHWs additionally described increases in workload, lack of personal protective equipment and COVID-specific training, fear of COVID-19, and difficult working conditions.ConclusionMany challenges faced by CHWs during the lockdown predated COVID-19 and persisted or were exacerbated during the pandemic. To promote the resilience of Rwanda’s CHW system, we recommend increased access to PPE; investment in training, supervision and supply chain management; and financial compensation for CHWs.
Journal Article
Surgical Site Infections and Antimicrobial Resistance After Cesarean Section Delivery in Rural Rwanda
by
Hedt-Gauthier, Bethany L.
,
Bebell, Lisa M.
,
Nkurunziza, Theoneste
in
Ampicillin
,
Antibiotics
,
Antimicrobial agents
2021
Background: As the volume of surgical cases in low- and middle-income countries (LMICs) increases, surgical-site infections (SSIs) are becoming more prevalent with anecdotal evidence of antimicrobial resistance (AMR), despite a paucity of data on resistance patterns.Objectives: As a primary objective, this prospective study aimed to describe the epidemiology of SSIs and the associated AMR among women who delivered by cesarean at a rural Rwandan hospital. As secondary objectives, this study also assessed patient demographics, pre- and post-operative antibiotic use, and SSI treatment.Methods: Women who underwent cesarean deliveries at Kirehe District Hospital between September 23rd, 2019, and March 16th, 2020, were enrolled prospectively. On postoperative day (POD) 11 (+/− 3 days), their wounds were examined. When an SSI was diagnosed, a wound swab was collected and sent to the Rwandan National Reference Laboratory for culturing and antibiotic susceptibility testing.Findings: Nine hundred thirty women were enrolled, of whom 795 (85.5%) returned for the POD 11 clinic visit. 45 (5.7%) of the 795 were diagnosed with SSI and swabs were collected from 44 of these 45 women. From these 44 swabs, 57 potential pathogens were isolated. The most prevalent bacteria were coagulase-negative staphylococci (n = 12/57, 20.3% of all isolates), and Acinetobacter baumannii complex (n = 9/57, 15.2%). 68.4% (n = 39) of isolates were gram negative; 86.7% if excluding coagulase-negative staphylococci. No gram-negative pathogens isolated were susceptible to ampicillin, and the vast majority demonstrated intermediate susceptibility or resistance to ceftriaxone (92.1%) and cefepime (84.6%).Conclusions: Bacterial isolates from SSI swab cultures in rural Rwanda predominantly consisted of gram-negative pathogens and were largely resistant to commonly used antibiotics. This raises concerns about the effectiveness of antibiotics currently used for surgical prophylaxis and treatment and may guide the appropriate selection of treatment of SSIs in rural Rwanda and comparable settings.
Journal Article
Obstetric fistula management and predictors of successful closure among women attending a public tertiary hospital in Rwanda: a retrospective review of records
2015
Background
Globally, 50,000–100,000 women develop obstetric fistula annually. At least 33,000 of these women live in Sub-Saharan Africa where limitations in quality obstetric care and fistula corrective repairs are prevalent. Among women with fistula seeking care at public health facilities in resource-limited settings, there is paucity of data on quality of care received. The aim of this study was to characterize obstetric fistula among Rwandan women managed at a public tertiary hospital and evaluate for predictors of successful fistula closures.
Methods
A retrospective review of records for all obstetric fistula women managed at a public referral health facility between 2007 and 2013 was performed. Patient socio-demographics, obstetric characteristics and fistula repair outcomes data were reviewed. A multivariate logistic regression model was used to analyse for predictors of successful fistula repair outcomes.
Results
A total of 272 women aged between 16 to 78 years and with a mean age of 34.6 years were included. Of these, 93 (34.2 %), 48 (17.6 %), 65 (24 %) and 64 (23 %) women had vesico-vaginal fistula, recto-vaginal fistula, urethro-vaginal fistula and vesico-uteral fistula types, respectively. Successful fistula closure was achieved among 86.3 %. Women with fistula who reported being in labour for ≥3 days, having ≥1 previous fistula repair attempt, and having lived with the fistula for >1 year, had significantly lower odds of successful repair outcomes.
Conclusions
Among 272 women with obstetric fistula managed in this study, 69.5 and 26.5 % of their fistula were causally associated with obstructed labour complications and iatrogenic factors, respectively. Successful fistula closure rates of about 89 % among women of index repair attempt were achieved. Conversely, reported histories of ≥3 days in labour, ≥1 previous failed attempts at repair and a fistula duration of >1 year, were significant determinants of failed fistula closures. To effectively mitigate obstetric fistula burden in Rwanda, a comprehensive package of services including quality emergency obstetric care, increased availability of and access to quality fistula repair, active surveillance to identify community-based women with fistula and a strong political will towards effective fistula care, are recommended.
Journal Article