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Ngari M, Mwangome M, Ouma N, Nyaguara A, Mturi N, Obiero C, Kamau A, Walson JL, Iversen PO, Maitland K, Snow RW, Berkley J. Inpatient and postdischarge mortality among children with anaemia and malaria parasitaemia in Kenya: a cohort study. BMJ Glob Health 2024; 9:e016600. [PMID: 39433400 PMCID: PMC11499763 DOI: 10.1136/bmjgh-2024-016600] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2024] [Accepted: 10/02/2024] [Indexed: 10/23/2024] Open
Abstract
BACKGROUND Anaemia and malaria are leading causes of paediatric hospitalisation and inpatient mortality in sub-Saharan Africa. However, there is limited empirical data on survival following hospital discharge. We aimed to estimate independent effects of anaemia and malaria parasitaemia on inpatient and 1 year postdischarge mortality among Kenyan children. METHODS A retrospective cohort study among children admitted to Kilifi County Hospital (KCH) from 2010 to 2019 and followed-up for 1 year postdischarge in Kilifi Health and Demographic Surveillance System (KHDSS). The main exposures were anaemia and malaria parasitaemia at the time of hospital admission while inpatient and 1 year postdischarge mortality were the outcomes. RESULTS We included 9431 admissions among 7578 children (43% girls), median (IQR) age 19 (9.9‒23) months. 2069 (22%), 3893 (41%) and 1140 (12%) admissions had mild, moderate and severe anaemia, whereas 366 (3.9%), 779 (8.3%) and 224 (2.4%) had low, medium and high malaria parasitaemia, respectively. Overall, there were 381 (4.0%) inpatient deaths: 317/381 (83%) and 47/381 (12%) among children with any level of anaemia and malaria parasitaemia, respectively. Moderate and severe, but not mild anaemia, were positively associated with inpatient death. Low and high level parasitaemia were positively associated with inpatient mortality, while medium level parasitaemia was negatively associated. There were 228 (3.1%) postdischarge deaths: 32.8 (95% CI 28.8‒37.3) deaths/1000 child-years. 180/228 (79%) deaths occurred within 6 months after index discharge and 99/228 (43%) occurred in the community. Overall, 180/228 (79%) and 10/228 (4.4%) postdischarge deaths occurred among children with any level of anaemia and malaria parasitaemia, respectively. Severe anaemia was positively associated with postdischarge mortality (adjusted HR 1.94 (95% CI 1.11‒3.40)), while medium level parasitaemia was negatively associated. CONCLUSION Interventions to create awareness of postdischarge risks, improve uptake of existing interventions and improved discharge processes targeting high-risk groups such as children admitted with severe anaemia, need to be prioritised.
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Affiliation(s)
- Moses Ngari
- KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
- The Childhood Acute Illness and Nutrition (CHAIN) Network, Nairobi, Kenya
| | - Martha Mwangome
- KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
- KEMRI Centre for Geographic Medical Research, Coast (CGMR(C), Kilifi, Kenya
| | - Nelson Ouma
- EDD, KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
| | - Amek Nyaguara
- KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
| | - Neema Mturi
- KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
| | - Christina Obiero
- KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
- Department of Global Health, University of Amsterdam, Amsterdam, The Netherlands
| | - Alice Kamau
- KEMRI-Wellcome Trust Research Programme Nairobi, Nairobi, Kenya
| | - Judd L Walson
- The Childhood Acute Illness and Nutrition (CHAIN) Network, Nairobi, Kenya
- Department of International Health, Johns Hopkins University, Baltimore, Virginia, USA
| | - Per O Iversen
- University of Oslo Institute of Basic Medical Sciences, Oslo, Norway
- Oslo University Hospital, Oslo, Norway
| | - Kathryn Maitland
- KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
- Imperial College London Department of Medicine, London, UK
| | - Robert W Snow
- KEMRI-Wellcome Trust Research Programme Nairobi, Nairobi, Kenya
- Centre for Tropcial Medicine and Global Health, Oxford University, Oxford, UK
| | - James Berkley
- KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
- Centre for Tropcial Medicine and Global Health, Oxford University, Oxford, UK
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Smit Sibinga CT. Has the knowledge economy a role to play in transfusion medicine? Transfus Apher Sci 2024; 63:103892. [PMID: 38365526 DOI: 10.1016/j.transci.2024.103892] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/18/2024]
Abstract
The history of blood transfusion has been dominated by the search for compatibility for species specificity, the search for how to transfer blood from one individual into another or infuse. Safety has become a major issue since it became clear that blood was not only able to allow mystical miracles to take place but could transmit infectious diseases. The science behind these ideas reflects observation, a thinking and exchange of knowledge and skills, originally documented in reports or case studies of what has happened and was observed, and peer presented - knowledge economy.
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Jacobs JW, Stephens LD, Milner DA, Bloch EM, Goel R, Tobian AAR, Shibemba AL, Eichbaum Q. Survey of blood collection and transfusion practices among institutions in Africa. Transfusion 2023; 63:1849-1858. [PMID: 37646070 DOI: 10.1111/trf.17501] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2023] [Revised: 07/01/2023] [Accepted: 07/07/2023] [Indexed: 09/01/2023]
Abstract
INTRODUCTION Dramatic improvements in blood transfusion have occurred during the last two decades. Transfusion medicine services and practices in Africa remain underexplored. METHODS A survey of blood bank/transfusion medicine (BBTM) practices, available blood products, blood product source(s), pre-transfusion testing, and blood donor infectious disease testing methodologies across Africa was performed using the American Society for Clinical Pathology (ASCP) listserv. Survey recipients included hospital-based laboratories/blood banks, national transfusion medicine services, and free-standing laboratories (collectively referred to as institutions). RESULTS Responses from a total of 81 institutions across 22 countries were analyzed. All 81 institutions provide at least one type of blood product-whole blood, red blood cells (RBCs), platelets, plasma, and cryoprecipitate, with whole blood (90.1%, 73 of 81) and RBCs (79.0%, 64 of 81) most common, while cryoprecipitate is least common (12.4%, 10 of 81). Only five countries had a responding institution that provides all types of products. Among institutions that collect blood onsite, the most common sources of blood products are patients' family members (94.1%, 48 of 51) and pre-screened on-demand volunteer donors (82.4%, 42 of 51). The most commonly screened infectious agents are HIV and hepatitis B virus (both 81.5%), while 70.4% (57 of 81) test for hepatitis C virus (HCV) and Treponema pallidum. DISCUSSION This study highlights significant variability and restrictions in blood product availability, pre-transfusion testing, and blood donor infectious disease testing across Africa. Further studies are needed to ascertain barriers to improving blood donor availability, blood product safety, and infectious disease testing.
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Affiliation(s)
- Jeremy W Jacobs
- Department of Laboratory Medicine, Yale School of Medicine, New Haven, Connecticut, USA
| | - Laura D Stephens
- Department of Pathology, University of California San Diego, La Jolla, California, USA
| | - Danny A Milner
- American Society for Clinical Pathology, Chicago, Illinois, USA
- Harvard T. H. Chan School of Public Health, Boston, Massachusetts, USA
| | - Evan M Bloch
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Ruchika Goel
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
- Departments of Internal Medicine and Pediatrics, Simmons Cancer Institute at SIU School of Medicine, Springfield, Illinois, USA
| | - Aaron A R Tobian
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Aaron Lunda Shibemba
- Department of Pathology and Microbiology, University Teaching Hospital, Lusaka, Zambia
| | - Quentin Eichbaum
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, Tennessee, USA
- Vanderbilt University School of Medicine, Nashville, Tennessee, USA
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Munoz-Valencia A, Aridi JO, Barnes LS, Rudd KE, Bidanda B, Epuu T, Kamu R, Kivuli T, Macleod J, Makanga CM, Makin J, Mate M, Muiru CN, Murithi G, Musa A, Nyagol H, Ochieng K, Rajgopal J, Raykar NP, Tian Y, Yazer MH, Zeng B, Olayo B, Kumar P, Puyana JC. Protocol: identifying policy, system, and environment change interventions to enhance availability of blood for transfusion in Kenya, a mixed-methods study. BMC Health Serv Res 2023; 23:963. [PMID: 37679772 PMCID: PMC10486046 DOI: 10.1186/s12913-023-09936-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2022] [Accepted: 08/17/2023] [Indexed: 09/09/2023] Open
Abstract
BACKGROUND Safe blood is essential for the care of patients with life-threatening anemia and hemorrhage. Low blood donation rates, inefficient testing procedures, and other supply chain disruptions in blood administration affect patients in low-resource settings across Sub-Saharan countries, including Kenya. Most efforts to improve access to transfusion have been unidimensional, usually focusing on only point along the blood system continuum, and have excluded community stakeholders from early stages of intervention development. Context-appropriate interventions to improve the availability of safe blood at the point of use in low-resource settings are of paramount importance. Thus, this protocol proposes a multifaceted approach to characterize the Kenyan blood supply chain through quantitative and qualitative analyses as well as an industrial engineering approach. METHODS This study will use a mixed-methods approach in addition to engineering process mapping, modeling and simulation of blood availability in Kenya. It will be guided by a multidimensional three-by-three-by-three matrix: three socioeconomic settings, three components of the blood system continuum, and three levels of urgency of blood transfusion. Qualitative data collection includes one-on-one interviews and focus group discussions with stakeholders across the continuum to characterize ground-level deficits and potential policy, systems, and environment (PSE) interventions. Prospectively-collected quantitative data will be used to estimate blood collection and transfusion of blood. We will create a process map of the blood system continuum to model the response to PSE changes proposed by stakeholders. Lastly, we will identify those PSE changes that may have the greatest impact on blood transfusion availability, accounting for differences across socioeconomic settings and levels of urgency. DISCUSSION Identifying and prioritizing community-driven interventions to improve blood supply in low-resource settings are of utmost importance. Varied constraints in blood collection, processing, delivery, and use make each socioeconomic setting unique. Using a multifaceted approach to understand the Kenyan blood supply and model the response to stakeholder-proposed PSE changes may lead to identification of contextually appropriate intervention targets to meet the transfusion needs of the population.
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Affiliation(s)
- Alejandro Munoz-Valencia
- Department of Anesthesiology and Perioperative Medicine, University of Pittsburgh, Pittsburgh, PA, USA
| | - Jackline O Aridi
- Institute of Healthcare Management, Strathmore University Business School, Nairobi, Kenya
| | - Linda S Barnes
- Linda S. Barnes Consulting, Seattle, WA, USA
- Doctor of Public Health Leadership, University of Illinois-Chicago, Chicago, IL, USA
| | - Kristina E Rudd
- Clinical Research, Investigation, and Systems Modeling of Acute Illness (CRISMA) Center, Department of Critical Care Medicine, University of Pittsburgh, Pittsburgh, PA, USA
| | - Bopaya Bidanda
- Department of Industrial Engineering, University of Pittsburgh, Pittsburgh, PA, USA
| | - Tonny Epuu
- Institute of Healthcare Management, Strathmore University Business School, Nairobi, Kenya
| | - Robert Kamu
- Institute of Healthcare Management, Strathmore University Business School, Nairobi, Kenya
| | - Tecla Kivuli
- Institute of Healthcare Management, Strathmore University Business School, Nairobi, Kenya
| | - Jana Macleod
- Institute of Healthcare Management, Strathmore University Business School, Nairobi, Kenya
- Department of Surgery, Kenyatta University, Nairobi, Kenya
| | - Cindy M Makanga
- Institute of Healthcare Management, Strathmore University Business School, Nairobi, Kenya
| | - Jennifer Makin
- Department of Obstetrics, Gynecology, and Reproductive Sciences, University of Pittsburgh Medical Center Magee Women's Hospital, Pittsburgh, PA, USA
| | - Muthoni Mate
- Center for Public Health and Development, Kisumu, Kenya
| | - Carolyne Njoki Muiru
- Institute of Healthcare Management, Strathmore University Business School, Nairobi, Kenya
- Department of Surgery, Egerton University, Nakuru, Kenya
| | | | - Abdirahaman Musa
- Institute of Healthcare Management, Strathmore University Business School, Nairobi, Kenya
- Ministry of Health & Sanitation, Turkana County Government, Turkana, Kenya
| | - Hellen Nyagol
- Center for Public Health and Development, Kisumu, Kenya
| | - Kevin Ochieng
- Center for Public Health and Development, Kisumu, Kenya
| | - Jayant Rajgopal
- Department of Industrial Engineering, University of Pittsburgh, Pittsburgh, PA, USA
| | - Nakul P Raykar
- Department of Surgery, Brigham and Women's Hospital, Boston, MA, USA
- Program in Global Surgery and Social Change, Harvard Medical School, Boston, MA, USA
- Center for Surgery and Public Health, Brigham and Women's Hospital, Boston, MA, USA
| | - Yiqi Tian
- Department of Industrial Engineering, University of Pittsburgh, Pittsburgh, PA, USA
| | - Mark H Yazer
- Department of Pathology, University of Pittsburgh, Pittsburgh, PA, USA
| | - Bo Zeng
- Department of Industrial Engineering, University of Pittsburgh, Pittsburgh, PA, USA
| | - Bernard Olayo
- Center for Public Health and Development, Kisumu, Kenya
| | - Pratap Kumar
- Institute of Healthcare Management, Strathmore University Business School, Nairobi, Kenya.
| | - Juan Carlos Puyana
- Departments of Surgery and Critical Care Medicine, University of Pittsburgh, Pittsburgh, PA, USA
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Mumo E, Agutu NO, Moturi AK, Cherono A, Muchiri SK, Snow RW, Alegana VA. Geographic accessibility and hospital competition for emergency blood transfusion services in Bungoma, Western Kenya. Int J Health Geogr 2023; 22:6. [PMID: 36973723 PMCID: PMC10041813 DOI: 10.1186/s12942-023-00327-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Accepted: 03/23/2023] [Indexed: 03/29/2023] Open
Abstract
BACKGROUND Estimating accessibility gaps to essential health interventions helps to allocate and prioritize health resources. Access to blood transfusion represents an important emergency health requirement. Here, we develop geo-spatial models of accessibility and competition to blood transfusion services in Bungoma County, Western Kenya. METHODS Hospitals providing blood transfusion services in Bungoma were identified from an up-dated geo-coded facility database. AccessMod was used to define care-seeker's travel times to the nearest blood transfusion service. A spatial accessibility index for each enumeration area (EA) was defined using modelled travel time, population demand, and supply available at the hospital, assuming a uniform risk of emergency occurrence in the county. To identify populations marginalized from transfusion services, the number of people outside 1-h travel time and those residing in EAs with low accessibility indexes were computed at the sub-county level. Competition between the transfusing hospitals was estimated using a spatial competition index which provided a measure of the level of attractiveness of each hospital. To understand whether highly competitive facilities had better capacity for blood transfusion services, a correlation test between the computed competition metric and the blood units received and transfused at the hospital was done. RESULTS 15 hospitals in Bungoma county provide transfusion services, however these are unevenly distributed across the sub-counties. Average travel time to a blood transfusion centre in the county was 33 min and 5% of the population resided outside 1-h travel time. Based on the accessibility index, 38% of the EAs were classified to have low accessibility, representing 34% of the population, with one sub-county having the highest marginalized population. The computed competition index showed that hospitals in the urban areas had a spatial competitive advantage over those in rural areas. CONCLUSION The modelled spatial accessibility has provided an improved understanding of health care gaps essential for health planning. Hospital competition has been illustrated to have some degree of influence in provision of health services hence should be considered as a significant external factor impacting the delivery, and re-design of available services.
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Affiliation(s)
- Eda Mumo
- Population Health Unit, Kenya Medical Research Institute-Wellcome Trust Research Programme, Nairobi, Kenya
- Department of Geomatic Engineering and Geospatial Information System (GEGIS), Jomo Kenyatta University of Agriculture and Technology (JKUAT), Nairobi, Kenya
| | - Nathan O. Agutu
- Department of Geomatic Engineering and Geospatial Information System (GEGIS), Jomo Kenyatta University of Agriculture and Technology (JKUAT), Nairobi, Kenya
| | - Angela K. Moturi
- Population Health Unit, Kenya Medical Research Institute-Wellcome Trust Research Programme, Nairobi, Kenya
| | - Anitah Cherono
- Population Health Unit, Kenya Medical Research Institute-Wellcome Trust Research Programme, Nairobi, Kenya
| | - Samuel K. Muchiri
- Population Health Unit, Kenya Medical Research Institute-Wellcome Trust Research Programme, Nairobi, Kenya
| | - Robert W. Snow
- Population Health Unit, Kenya Medical Research Institute-Wellcome Trust Research Programme, Nairobi, Kenya
- Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, UK
| | - Victor A. Alegana
- Population Health Unit, Kenya Medical Research Institute-Wellcome Trust Research Programme, Nairobi, Kenya
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Shirley H, Wamai R. A Narrative Review of Kenya's Surgical Capacity Using the Lancet Commission on Global Surgery's Indicator Framework. GLOBAL HEALTH, SCIENCE AND PRACTICE 2022; 10:e2100500. [PMID: 35294388 PMCID: PMC8885340 DOI: 10.9745/ghsp-d-21-00500] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/18/2021] [Accepted: 01/12/2022] [Indexed: 11/15/2022]
Abstract
Surgery, anesthesia, and obstetric (SAO) care is quickly being recognized for its critical role in cost-effectively improving global morbidity and mortality. Six core indicators for SAO capacity were established in 2015 by the Lancet Commission on Global Surgery (LCoGS) and include: SAO provider density, population proximity to surgery-ready facilities, annual national operative volume, a system to track perioperative mortality rate, and protection from impoverishing and catastrophic expenditures. The surgical capacity of Kenya, a lower-middle-income country, has not been evaluated using this framework. Our goal was to review published literature on surgery in Kenya to assess the country's surgical capacity and system strength. A narrative review of the relevant literature provided estimates for each LCoGS indicator. While progress has been made in expanding access to care across the country, key steps remain in the effort to provide equitable, affordable, and timely care to Kenya's population through universal health coverage. Additional investment into training SAO providers, operative infrastructure, and accessibility are recommended through a national surgery, obstetric, and anesthesia plan.
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Affiliation(s)
| | - Richard Wamai
- Department of Cultures, Societies and Global Studies, Northeastern University, College of Social Sciences and Humanities, Integrated Initiative for Global Health, Boston, MA, USA
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Barnes LS, Stanley J, Bloch EM, Pagano MB, Ipe TS, Eichbaum Q, Wendel S, Indrikovs A, Cai W, Delaney M. Status of hospital-based blood transfusion services in low-income and middle-income countries: a cross-sectional international survey. BMJ Open 2022; 12:e055017. [PMID: 35168978 PMCID: PMC8852762 DOI: 10.1136/bmjopen-2021-055017] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/07/2021] [Accepted: 01/14/2022] [Indexed: 11/03/2022] Open
Abstract
OBJECTIVES Blood transfusion is life-saving for patients experiencing acute blood loss and severe anaemia. In low-income and middle-income countries (LMICs), low blood donation rates and unavailability of whole blood and blood components (blood products) impairs timely blood transfusion. To fulfil patient-specific blood orders, a hospital blood transfusion service (HBTS) receives orders from a prescriber for blood transfusion, tests and prepares blood products for the patient. This study sought to describe the current state of LMIC HBTS. DESIGN A cross-sectional survey explored LMIC HBTS access to blood products, testing methods, policies and structure. Surveys were administered in English, Spanish, French and Russian, followed by a mixed-methods analysis. SETTING HBTS within LMICs. PARTICIPANTS From among 124 public and private facilities invited to participate, we received 71 (57%) responses. Of these responses, 50 HBTS from 27 LMICs performed on-site blood transfusions. RESULTS Most LMIC HBTS perform blood collection to generate blood products for their patients (36/47, 77%); few relied exclusively on an external supply of blood products (11/47, 23%). The primary reason for blood transfusion was adult anaemia for non-malignant conditions (17/112, 15%). Testing methods varied by gross national income per capita. Blood transfusion delays to patients were common (17/30, 57%) attributed to inadequate blood inventories (13/29, 45%). Other barriers included lack of regular clinician education about transfusion (8/29, 28%) and sustainable financial models for the HBTS (4/29, 14%). CONCLUSION This survey describes the status of HBTS in diverse LMICs, illustrating that the availability of blood products remains a principal problem, requiring HBTS to generate its own facility's blood supply. Currently, blood shortages are not reported as a patient-specific adverse event making systematic tracking of delays in transfusion difficult. These findings highlight areas for further exploration related to the lack of available blood inventories for transfusions at HBTS in LMICs.
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Affiliation(s)
- Linda S Barnes
- Doctor of Public Health Leadership, University of Illinois--Chicago, Chicago, Illinois, USA
- American Association of Blood Banks, Bethesda, Maryland, USA
| | | | - Evan M Bloch
- Pathology, Johns Hopkins Medicine, Baltimore, Maryland, USA
| | - Monica B Pagano
- Laboratory Medicine and Pathology, University of Washington, Seattle, Washington, USA
| | - Tina S Ipe
- Department of Pathology, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
| | - Quentin Eichbaum
- Pathology, Immunology and Microbiology | Medical Education and Administration, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | | | | | - Wei Cai
- Stanford Health Care, Stanford, California, USA
| | - Meghan Delaney
- Pathology and Laboratory Medicine, Children's National Hospital, Washington, District of Columbia, USA
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Keating EM, Robison JA, Chiume M, Taddie M, VanDerslice JA, Benson LS, Fitzgerald E, Crouse HL, Eckerle MD, Cicconeh EJ, Poruzcnik CA. Relationship between distance of referring facilities and haemoglobin change in children in Malawi. Paediatr Int Child Health 2021; 41:253-261. [PMID: 35230927 PMCID: PMC9050928 DOI: 10.1080/20469047.2022.2044674] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/11/2021] [Accepted: 02/16/2022] [Indexed: 10/19/2022]
Abstract
BACKGROUND Anaemia is a significant cause of mortality in children in sub-Saharan Africa where blood transfusion is often available only at referral hospitals. Understanding the pattern of referrals by health facilities is essential to identify the delays that affect child survival. AIM To determine if there was a correlation between change in haemoglobin (Hb) level and distance from referring facilities to Kamuzu Central Hospital (KCH) in Malawi, and whether distance affected mortality rates. METHODS This was a retrospective cohort study of 2259 children referred to KCH whose Hb was measured at the referring facility or at KCH. Maps were created using ArcGIS® software. The relationship between distance from KCH and change in Hb was assessed by χ2 analysis and multiple linear regression with SAS© software. RESULTS The majority of children were referred by health facilities in the Lilongwe District. When categorised as Hb <4, 4-6 or >6 g/dL, 87.0% of children remained in the same category during transfer. There was no significant relationship between Hb drop and distance from KCH. Distance from KCH was not a significant predictor of Hb level at KCH or Hb change. However, mortality rates were significantly higher in facilities that were 10-50 km from KCH than in those which were <10 km away. CONCLUSIONS Using distance as a proxy for time, this suggests that referring facilities are transferring children sufficiently quickly to avert significant reductions in Hb. Despite this, there is a need to identify the factors that influence the decision to transfer anaemic children.
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Affiliation(s)
- Elizabeth M. Keating
- Division of Pediatric Emergency Medicine, Department of Pediatrics, University of Utah, Salt Lake City, UT, USA
- Department of Paediatrics, Kamuzu Central Hospital, Lilongwe, Malawi
| | - Jeff A. Robison
- Division of Pediatric Emergency Medicine, Department of Pediatrics, University of Utah, Salt Lake City, UT, USA
| | - Msandeni Chiume
- Department of Paediatrics, Kamuzu Central Hospital, Lilongwe, Malawi
| | - Marissa Taddie
- Division of Public Health, Department of Family and Preventive Medicine, University of Utah, Salt Lake City, UT, USA
| | - James A. VanDerslice
- Division of Public Health, Department of Family and Preventive Medicine, University of Utah, Salt Lake City, UT, USA
| | - L. Scott Benson
- Division of Public Health, Department of Family and Preventive Medicine, University of Utah, Salt Lake City, UT, USA
| | - Elizabeth Fitzgerald
- Division of Pediatric Emergency Medicine, Department of Pediatrics, University of North Carolina, Chapel Hill, NC, USA
| | - Heather L. Crouse
- Section of Pediatric Emergency Medicine, Department of Pediatrics, Baylor College of Medicine, Houston, TX, USA
| | - Michelle D. Eckerle
- Division of Pediatric Emergency Medicine, Department of Pediatrics, Cincinnati Children’s Hospital, Cincinnati, OH, USA
- University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Emily J. Cicconeh
- Division of Infectious Diseases, Department of Medicine, University of North Carolina, Chapel Hill, NC, USA
| | - Christina A. Poruzcnik
- Division of Public Health, Department of Family and Preventive Medicine, University of Utah, Salt Lake City, UT, USA
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Uyoga S, George EC, Bates I, Olupot-Olupot P, Chimalizeni Y, Molyneux EM, Maitland K. Point-of-care haemoglobin testing in African hospitals: a neglected essential diagnostic test. Br J Haematol 2021; 193:894-901. [PMID: 33993492 PMCID: PMC7611318 DOI: 10.1111/bjh.17431] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2021] [Accepted: 03/02/2021] [Indexed: 11/28/2022]
Abstract
Owing to the rapid turnaround time in the assessment of haemoglobin level by point-of-care tests (POC Hb), these have grown in popularity and scope in large parts of the world. However, whilst POC testing for malaria and HIV remains has been integrated into patient management in Africa, the use of POC haemoglobin testing remains neglected by health services. The main users of transfusions (paediatric, maternity and trauma services) present largely as emergencies. Ward-based POC Hb could result in more rapid and accurate diagnosis of anaemia, contributing to saving of lives and at the same time reduce unnecessary transfusions which deplete the limited supplies of donated blood in Africa. Severe anaemia requiring transfusion is a major cause of paediatric admission in Africa. At a dissemination meeting to discuss the results of a large phase III paediatric transfusion trial and steps to implementation of the findings participants strongly recommended that one of the most pressing actions required was to prioritise the use of POC haemoglobin testing. This would facilitate implementation of the new transfusion algorithm, developed at the meeting, which refines patient management including blood transfusions. We present the rationale for the strongly recommended prioritisation of POC Hb, using paediatric transfusion as an exemplar.
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Affiliation(s)
- Sophie Uyoga
- Kenya Medical Research Institute (KEMRI), Wellcome Trust Research Programme, Kilifi, Kenya
| | - Elizabeth C George
- Medical Research Council Clinical Trials Unit (MRC CTU) at University College, London, UK
| | - Imelda Bates
- Liverpool School of Tropical Medicine, Liverpool UK, Liverpool, UK
| | - Peter Olupot-Olupot
- Faculty of Health Sciences, Busitema University, Mbale Regional Referral Hospital, Mbale, Uganda
| | - Yami Chimalizeni
- College of Medicine, Malawi-Liverpool-Wellcome Research Programme, Blantyre, Malawi
| | - Elizabeth M Molyneux
- College of Medicine, Malawi-Liverpool-Wellcome Research Programme, Blantyre, Malawi
| | - Kathryn Maitland
- Kenya Medical Research Institute (KEMRI), Wellcome Trust Research Programme, Kilifi, Kenya.,Department of Infectious Disease and Institute of Global Health and Innovation, Division of Medicine, Imperial College, London, UK
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10
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Keating EM, Chiume M, Fitzgerald E, Mgusha Y, Mvalo T, Fino N, Crouse HL, Eckerle M, Gorman K, Ciccone EJ, Airewele G, Robison JA. Blood transfusion and mortality in children with severe anaemia in a malaria-endemic region. Paediatr Int Child Health 2021; 41:129-136. [PMID: 33874852 PMCID: PMC8523581 DOI: 10.1080/20469047.2021.1881270] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/05/2020] [Accepted: 01/13/2021] [Indexed: 10/21/2022]
Abstract
BACKGROUND In children in sub-Saharan Africa, severe anaemia (SA) is an important cause of mortality, and malaria is a primary cause. The World Health Organization (WHO) recommends blood transfusion for all children with haemoglobin (Hb) <4 g/dL and for those with Hb 4-6 g/dL with signs of instability. In sub-Saharan Africa, evidence of the effect on mortality of transfusion in children with SA with and without malaria is mixed. AIM To determine in children with and without malaria whether receipt of transfusion was associated with lower mortality at WHO transfusion thresholds. METHODS This was a retrospective cohort study of 1761 children with SA (Hb ≤6 g/dL) admitted to Kamuzu Central Hospital in Malawi. In those whose Hb was 4-6 g/dL, mortality was compared by transfusion, stratified by haemoglobin, malaria status and signs of instability. RESULTS Children with profound anaemia (Hb <4 g/dL) and malaria were the only subgroup who had a significant decrease in the odds of in-hospital death if they received a transfusion (OR 0.43, p = 0.01). Although children with Hb 4-6 g/dL and at least one sign of instability had higher mortality than children with none, there was no difference in the odds of mortality between those who received a transfusion and those who did not (OR 1.16, p = 0.62). CONCLUSIONS This study suggests that transfusion of children with profound anaemia and malaria may confer increased in-hospital survival. An understanding of the factors associated with mortality from SA will allow for interventions to prioritise the provision of limited blood.
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Affiliation(s)
- Elizabeth M Keating
- Department of Pediatrics, Division of Pediatric Emergency Medicine, University of Utah, Salt Lake City, USA
- Department of Family and Preventive Medicine, Division of Public Health, University of Utah, Salt Lake City, USA
| | - Msandeni Chiume
- Department of Paediatrics, Kamuzu Central Hospital, Lilongwe, Malawi
| | - Elizabeth Fitzgerald
- Department of Pediatrics, Division of Pediatric Emergency Medicine, University of North Carolina, Chapel Hill, USA
| | - Yamikani Mgusha
- Department of Paediatrics, Kamuzu Central Hospital, Lilongwe, Malawi
| | - Tisungane Mvalo
- University of North Carolina Project Malawi, Lilongwe, Malawi
- Department of Pediatrics, University of North Carolina, School of Medicine, Chapel Hill, USA
| | - Nora Fino
- Department of Internal Medicine, Division of Epidemiology, University of Utah, Salt Lake City, USA
| | - Heather L Crouse
- Department of Pediatrics, Section of Pediatric Emergency Medicine, Baylor College of Medicine, Houston, USA
| | - Michelle Eckerle
- Department of Pediatrics, Division of Pediatric Emergency Medicine, Cincinnati Children's Hospital, Cincinnati, USA
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, USA
| | | | - Emily J Ciccone
- Department of Medicine, Division of Infectious Diseases, University of North Carolina, Chapel Hill, USA
| | - Gladstone Airewele
- Department of Pediatrics, Division of Hematology and Oncology, Baylor College of Medicine, Houston, USA
| | - Jeff A Robison
- Department of Pediatrics, Division of Pediatric Emergency Medicine, University of Utah, Salt Lake City, USA
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11
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English M, Irimu G, Akech S, Aluvaala J, Ogero M, Isaaka L, Malla L, Tuti T, Gathara D, Oliwa J, Agweyu A. Employing learning health system principles to advance research on severe neonatal and paediatric illness in Kenya. BMJ Glob Health 2021; 6:e005300. [PMID: 33758014 PMCID: PMC7993294 DOI: 10.1136/bmjgh-2021-005300] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2021] [Revised: 03/03/2021] [Accepted: 03/07/2021] [Indexed: 11/03/2022] Open
Abstract
We have worked to develop a Clinical Information Network (CIN) in Kenya as an early form of learning health systems (LHS) focused on paediatric and neonatal care that now spans 22 hospitals. CIN's aim was to examine important outcomes of hospitalisation at scale, identify and ultimately solve practical problems of service delivery, drive improvements in quality and test interventions. By including multiple routine settings in research, we aimed to promote generalisability of findings and demonstrate potential efficiencies derived from LHS. We illustrate the nature and range of research CIN has supported over the past 7 years as a form of LHS. Clinically, this has largely focused on common, serious paediatric illnesses such as pneumonia, malaria and diarrhoea with dehydration with recent extensions to neonatal illnesses. CIN also enables examination of the quality of care, for example that provided to children with severe malnutrition and the challenges encountered in routine settings in adopting simple technologies (pulse oximetry) and more advanced diagnostics (eg, Xpert MTB/RIF). Although regular feedback to hospitals has been associated with some improvements in quality data continue to highlight system challenges that undermine provision of basic, quality care (eg, poor access to blood glucose testing and routine microbiology). These challenges include those associated with increased mortality risk (eg, delays in blood transfusion). Using the same data the CIN platform has enabled conduct of randomised trials and supports malaria vaccine and most recently COVID-19 surveillance. Employing LHS principles has meant engaging front-line workers, clinical managers and national stakeholders throughout. Our experience suggests LHS can be developed in low and middle-income countries that efficiently enable contextually appropriate research and contribute to strengthening of health services and research systems.
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Affiliation(s)
- Mike English
- Health Services Unit, KEMRI-Wellcome Trust Research Programme Nairobi, Nairobi, Kenya
- Oxford Centre for Global Health Research, Nuffield Department of Clinical Medicine, Oxford, UK
| | - Grace Irimu
- Health Services Unit, KEMRI-Wellcome Trust Research Programme Nairobi, Nairobi, Kenya
- Department of Paediatrics and Child Health, University of Nairobi, Nairobi, Kenya
| | - Samuel Akech
- Health Services Unit, KEMRI-Wellcome Trust Research Programme Nairobi, Nairobi, Kenya
| | - Jalemba Aluvaala
- Health Services Unit, KEMRI-Wellcome Trust Research Programme Nairobi, Nairobi, Kenya
- Department of Paediatrics and Child Health, University of Nairobi, Nairobi, Kenya
| | - Morris Ogero
- Health Services Unit, KEMRI-Wellcome Trust Research Programme Nairobi, Nairobi, Kenya
| | - Lynda Isaaka
- Health Services Unit, KEMRI-Wellcome Trust Research Programme Nairobi, Nairobi, Kenya
| | - Lucas Malla
- Health Services Unit, KEMRI-Wellcome Trust Research Programme Nairobi, Nairobi, Kenya
| | - Timothy Tuti
- Health Services Unit, KEMRI-Wellcome Trust Research Programme Nairobi, Nairobi, Kenya
| | - David Gathara
- Health Services Unit, KEMRI-Wellcome Trust Research Programme Nairobi, Nairobi, Kenya
| | - Jacquie Oliwa
- Health Services Unit, KEMRI-Wellcome Trust Research Programme Nairobi, Nairobi, Kenya
- Department of Paediatrics and Child Health, University of Nairobi, Nairobi, Kenya
| | - Ambrose Agweyu
- Epidemiology and Demography, KEMRI-Wellcome Trust Research Programme Nairobi, Nairobi, Kenya
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12
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Sawadogo S, Nébié K, Millogo T, Kafando E. Blood transfusion requirements among children with severe malarial anemia: a cross-sectional study in a second level reference hospital in Burkina Faso. Pan Afr Med J 2021; 37:108. [PMID: 33425141 PMCID: PMC7757275 DOI: 10.11604/pamj.2020.37.108.22384] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2020] [Accepted: 04/04/2020] [Indexed: 11/11/2022] Open
Abstract
Introduction blood transfusion (BT) is an important part of pediatrics healthcare in sub-Saharan Africa because of anemia due to malaria, malnutrition and hereditary anomalies of red blood cells. However, BT services experienced chronic blood shortage, unsafe blood products and poor procedures of clinical use of blood. This results in inadequate management of severe anemia. Methods to assess the quality of BT requirements in severe malarial anemia at the regional hospital center of Koudougou in Burkina Faso, we carried out a cross-sectional study including 402 children with severe malaria (WHO 2000 criteria). Results over the study period, severe malaria represented 45.6% (402/882) of pediatric admissions. Anemia was observed in 97.5% (392/402) of cases and BT was required for 78.4% (315/402). The median age was 16 months (IQR 9-27) and the average hemoglobin was 51.4±22.2 g/L. The prescriptions were in accordance with WHO and national guidelines respectively in 63.8% and 92.7%. Blood units were issued in 99.4% (350/352) of blood orderings. Out of 350 blood units delivered, blood was administered in 98% (343/350). The median actual time to transfusion was 65 minutes (IQR: 45-100) and median transfusion duration was 73.8 minutes (IQR: 47.5-110). The signs of intolerance to anemia disappeared in 134/138 cases (97.1%) and the average haemoglobin increased of 37.9±17.6 g/L. Death occurred in 23 cases (5.7%). Conclusion the management of severe malaria requires blood transfusion in almost half of cases. Blood was available to meet most requests. However, efforts are still required for proper use of the blood.
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Affiliation(s)
| | | | - Tieba Millogo
- African Institute of Public Health, Ouagadougou, Burkina Faso
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13
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Akech S, Chepkirui M, Ogero M, Agweyu A, Irimu G, English M, Snow RW. The Clinical Profile of Severe Pediatric Malaria in an Area Targeted for Routine RTS,S/AS01 Malaria Vaccination in Western Kenya. Clin Infect Dis 2020; 71:372-380. [PMID: 31504308 PMCID: PMC7353324 DOI: 10.1093/cid/ciz844] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2019] [Accepted: 08/23/2019] [Indexed: 01/05/2023] Open
Abstract
BACKGROUND The malaria prevalence has declined in western Kenya, resulting in the risk of neurological phenotypes in older children. This study investigates the clinical profile of pediatric malaria admissions ahead of the introduction of the RTS,S/AS01 vaccine. METHODS Malaria admissions in children aged 1 month to 15 years were identified from routine, standardized, inpatient clinical surveillance data collected between 2015 and 2018 from 4 hospitals in western Kenya. Malaria phenotypes were defined based on available data. RESULTS There were 5766 malaria admissions documented. The median age was 36 months (interquartile range, 18-60): 15% were aged between 1-11 months of age, 33% were aged 1-23 months of age, and 70% were aged 1 month to 5 years. At admission, 2340 (40.6%) children had severe malaria: 421/2208 (19.1%) had impaired consciousness, 665/2240 (29.7%) had an inability to drink or breastfeed, 317/2340 (13.6%) had experienced 2 or more convulsions, 1057/2340 (45.2%) had severe anemia, and 441/2239 (19.7%) had severe respiratory distress. Overall, 211 (3.7%) children admitted with malaria died; 163/211 (77% deaths, case fatality rate 7.0%) and 48/211 (23% deaths, case fatality rate 1.4%) met the criteria for severe malaria and nonsevere malaria at admission, respectively. The median age for fatal cases was 33 months (interquartile range, 12-72) and the case fatality rate was highest in those unconscious (44.4%). CONCLUSIONS Severe malaria in western Kenya is still predominantly seen among the younger pediatric age group and current interventions targeted for those <5 years are appropriate. However, there are increasing numbers of children older than 5 years admitted with malaria, and ongoing hospital surveillance would identify when interventions should target older children.
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Affiliation(s)
- Samuel Akech
- Kenya Medical Research Institute/Wellcome Trust Research Programme, Nairobi, Kenya
| | - Mercy Chepkirui
- Kenya Medical Research Institute/Wellcome Trust Research Programme, Nairobi, Kenya
| | - Morris Ogero
- Kenya Medical Research Institute/Wellcome Trust Research Programme, Nairobi, Kenya
| | - Ambrose Agweyu
- Kenya Medical Research Institute/Wellcome Trust Research Programme, Nairobi, Kenya
| | - Grace Irimu
- Kenya Medical Research Institute/Wellcome Trust Research Programme, Nairobi, Kenya
- Department of Paediatrics and Child Health, University of Nairobi, Nairobi, Kenya
| | - Mike English
- Kenya Medical Research Institute/Wellcome Trust Research Programme, Nairobi, Kenya
- Centre for Tropical Medicine and Global Health, Nuffield Department of Clinical Medicine, University of Oxford, Oxford, United Kingdom
| | - Robert W Snow
- Kenya Medical Research Institute/Wellcome Trust Research Programme, Nairobi, Kenya
- Centre for Tropical Medicine and Global Health, Nuffield Department of Clinical Medicine, University of Oxford, Oxford, United Kingdom
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14
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Gachau S, Quartagno M, Njagi EN, Owuor N, English M, Ayieko P. Handling missing data in modelling quality of clinician-prescribed routine care: Sensitivity analysis of departure from missing at random assumption. Stat Methods Med Res 2020; 29:3076-3092. [PMID: 32390503 DOI: 10.1177/0962280220918279] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Abstract
Missing information is a major drawback in analyzing data collected in many routine health care settings. Multiple imputation assuming a missing at random mechanism is a popular method to handle missing data. The missing at random assumption cannot be confirmed from the observed data alone, hence the need for sensitivity analysis to assess robustness of inference. However, sensitivity analysis is rarely conducted and reported in practice. We analyzed routine paediatric data collected during a cluster randomized trial conducted in Kenyan hospitals. We imputed missing patient and clinician-level variables assuming the missing at random mechanism. We also imputed missing clinician-level variables assuming a missing not at random mechanism. We incorporated opinions from 15 clinical experts in the form of prior distributions and shift parameters in the delta adjustment method. An interaction between trial intervention arm and follow-up time, hospital, clinician and patient-level factors were included in a proportional odds random-effects analysis model. We performed these analyses using R functions derived from the jomo package. Parameter estimates from multiple imputation under the missing at random mechanism were similar to multiple imputation estimates assuming the missing not at random mechanism. Our inferences were insensitive to departures from the missing at random assumption using either the prior distributions or shift parameters sensitivity analysis approach.
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Affiliation(s)
- Susan Gachau
- Health Services Unit, Kenya Medical Research Institute-Wellcome Trust Research Programme, Nairobi, Kenya
- School of Mathematics, University of Nairobi, Nairobi, Kenya
| | - Matteo Quartagno
- Institute of Clinical Trials and Methodology, University College London, London, UK
| | - Edmund Njeru Njagi
- Department of Non-Communicable Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, UK
| | - Nelson Owuor
- School of Mathematics, University of Nairobi, Nairobi, Kenya
| | - Mike English
- Health Services Unit, Kenya Medical Research Institute-Wellcome Trust Research Programme, Nairobi, Kenya
- Nuffield Department of Medicine, University of Oxford, Oxford, UK
| | - Philip Ayieko
- Department of Infectious Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, UK
- Mwanza Intervention Trials Unit, Mwanza, Tanzania
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15
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Severe childhood anemia and emergency blood transfusion in Gadarif Hospital, eastern Sudan. PLoS One 2019; 14:e0225731. [PMID: 31794569 PMCID: PMC6890167 DOI: 10.1371/journal.pone.0225731] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2019] [Accepted: 11/11/2019] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Anemia is a major cause of global morbidity and mortality, particularly among children. Management of anemia depends on causes and severity of anemia. However blood transfusion is a lifesaving intervention in severe and life-threatening anemia. There are no published data on blood transfusion for anemia in Sudan. METHODS A descriptive study was conducted in Gadarif Hospital in eastern Sudan during 1 August, 2017 to 31 March, 2018. Consecutive children who presented at the emergency room with an indication for blood transfusion were enrolled in the study. A detailed history was gathered from all patients. Physical examinations, including vital signs, were performed. The World Health Organization guidelines for blood transfusion were followed. RESULTS During the study period, a total of 1800 children were admitted to the emergency pediatric ward in Gadarif Hospital and were assessed for anemia, 513 (28.5%) were anemic and 141 (7.8%) had severe anemia. Three hundred anemic children received blood transfusion. The median (interquartile) of the age of the 300 children who received blood transfusion was 4.2 4.2(2.0-9.0) years. A total of 148 (49.3%) of the children were boys and 151 (50.3%) were younger than 5 years. The diagnoses associated with the order for blood transfusion were sickle cell disease (129, 43.0%), active bleeding (58, 19.3%), malaria (50, 16.7%), visceral leishmaniasis (25, 8.3%), severe acute malnutrition (16, 5.30%), snake bite (11, 3.7%), sepsis (5, 1.7%), and others. Two hundred eighty-five (95.0%) children improved, nine children were discharged against medical advice, and six (2.0%) children died. CONCLUSION There is a high burden of anemia in eastern Sudan. Sickle cell disease, malaria, and visceral leishmaniasis are the main causes of anemia in this region. Further research on blood transfusion is needed.
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16
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Gachau S, Owuor N, Njagi EN, Ayieko P, English M. Analysis of Hierarchical Routine Data With Covariate Missingness: Effects of Audit & Feedback on Clinicians' Prescribed Pediatric Pneumonia Care in Kenyan Hospitals. Front Public Health 2019; 7:198. [PMID: 31380338 PMCID: PMC6646705 DOI: 10.3389/fpubh.2019.00198] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2019] [Accepted: 07/02/2019] [Indexed: 12/22/2022] Open
Abstract
Background: Routine clinical data are widely used in many countries to monitor quality of care. A limitation of routine data is missing information which occurs due to lack of documentation of care processes by health care providers, poor record keeping, or limited health care technology at facility level. Our objective was to address missing covariates while properly accounting for hierarchical structure in routine pediatric pneumonia care. Methods: We analyzed routine data collected during a cluster randomized trial to investigating the effect of audit and feedback (A&F) over time on inpatient pneumonia care among children admitted in 12 Kenyan hospitals between March and November 2016. Six hospitals in the intervention arm received enhance A&F on classification and treatment of pneumonia cases in addition to a standard A&F report on general inpatient pediatric care. The remaining six in control arm received standard A&F alone. We derived and analyzed a composite outcome known as Pediatric Admission Quality of Care (PAQC) score. In our analysis, we adjusted for patients, clinician and hospital level factors. Missing data occurred in patient and clinician level variables. We did multiple imputation of missing covariates within the joint model imputation framework. We fitted proportion odds random effects model and generalized estimating equation (GEE) models to the data before and after multilevel multiple imputation. Results: Overall, 2,299 children aged 2 to 59 months were admitted with childhood pneumonia in 12 hospitals during the trial period. 2,127 (92%) of the children (level 1) were admitted by 378 clinicians across the 12 hospitals. Enhanced A&F led to improved inpatient pediatric pneumonia care over time compared to standard A&F. Female clinicians and hospitals with low admission workload were associated with higher uptake of the new pneumonia guidelines during the trial period. In both random effects and marginal model, parameter estimates were biased and inefficient under complete case analysis. Conclusions: Enhanced A&F improved the uptake of WHO recommended pediatric pneumonia guidelines over time compared to standard audit and feedback. When imputing missing data, it is important to account for the hierarchical structure to ensure compatibility with analysis models of interest to alleviate bias.
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Affiliation(s)
- Susan Gachau
- Health Services Unit, Kenya Medical Research Institute-Wellcome Trust Research Programme, Nairobi, Kenya.,School of Mathematics, University of Nairobi, Nairobi, Kenya
| | - Nelson Owuor
- School of Mathematics, University of Nairobi, Nairobi, Kenya
| | - Edmund Njeru Njagi
- Department of Non-Communicable Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Philip Ayieko
- Department of Infectious Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Mike English
- Health Services Unit, Kenya Medical Research Institute-Wellcome Trust Research Programme, Nairobi, Kenya.,Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom
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17
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Post A, Kaboré B, Reuling IJ, Bognini J, van der Heijden W, Diallo S, Lompo P, Kam B, Herssens N, Lanke K, Bousema T, Sauerwein RW, Tinto H, Jacobs J, de Mast Q, van der Ven AJ. The XN-30 hematology analyzer for rapid sensitive detection of malaria: a diagnostic accuracy study. BMC Med 2019; 17:103. [PMID: 31146732 PMCID: PMC6543632 DOI: 10.1186/s12916-019-1334-5] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/19/2019] [Accepted: 04/29/2019] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Accurate and timely diagnosis of malaria is essential for disease management and surveillance. Thin and thick blood smear microscopy and malaria rapid diagnostic tests (RDTs) are standard malaria diagnostics, but both methods have limitations. The novel automated hematology analyzer XN-30 provides standard complete blood counts (CBC) as well as quantification of malaria parasitemia at the price of a CBC. This study assessed the accuracy of XN-30 for malaria detection in a controlled human malaria infection (CHMI) study and a phase 3 diagnostic accuracy study in Burkina Faso. METHODS Sixteen healthy, malaria-naive CHMI participants were challenged with five Plasmodium falciparum-infected mosquitoes. Blood was sampled daily for XN-30, blood smear microscopy, and malaria qPCR. The accuracy study included patients aged > 3 months presenting with acute febrile illness. XN-30, microscopy, and rapid diagnostic tests (HRP-2/pLDH) were performed on site; qPCR was done in retrospect. The malaria reference standard was microscopy, and results were corrected for sub-microscopic cases. RESULTS All CHMI participants became parasitemic by qPCR and XN-30 with a strong correlation for parasite density (R2 = 0.91; p < .0001). The XN-30 accurately monitored treatment and allowed detection of recrudescence. Out of 908 patients in the accuracy study, 241 had microscopic malaria (density 24-491,802 parasites/μL). The sensitivity and specificity of XN-30 compared to microscopy were 98.7% and 99.4% (PPV = 98.7%, NPV = 99.4%). Results were corrected for qPCR-confirmed sub-microscopic cases. Three microscopy-confirmed cases were not detected by XN-30. However, XN-30 detected 19/134 (14.2%) qPCR-confirmed cases missed by microscopy. Among qPCR-confirmed cases, XN-30 had a higher sensitivity (70.9% versus 66.4%; p = .0009) and similar specificity (99.6% versus 100%; p = .5) as microscopy. The accuracy of XN-30 for microscopic malaria was equal to or higher than HRP-2 and pLDH RDTs, respectively. CONCLUSIONS The XN-30 is a novel, automated hematology analyzer that combines standard hemocytometry with rapid, objective, and robust malaria detection and quantification, ensuring prompt treatment of malaria and malaria anemia and follow-up of treatment response. TRIAL REGISTRATION Both trials were registered on clinicaltrials.gov with respective identifiers NCT02836002 (CHMI trial) and NCT02669823 (diagnostic accuracy study).
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Affiliation(s)
- Annelies Post
- Nijmegen Institute of International Health, Radboud University Medical Centre, Nijmegen, the Netherlands.
| | - Berenger Kaboré
- Nijmegen Institute of International Health, Radboud University Medical Centre, Nijmegen, the Netherlands.,IRSS/Clinical Research Unit of Nanoro (CRUN), Nanoro, Burkina Faso
| | - Isaie J Reuling
- Department of Medical Microbiology, Radboud University Medical Centre, Nijmegen, the Netherlands
| | - Joel Bognini
- IRSS/Clinical Research Unit of Nanoro (CRUN), Nanoro, Burkina Faso
| | - Wouter van der Heijden
- Nijmegen Institute of International Health, Radboud University Medical Centre, Nijmegen, the Netherlands
| | - Salou Diallo
- IRSS/Clinical Research Unit of Nanoro (CRUN), Nanoro, Burkina Faso
| | | | - Basile Kam
- IRSS/Clinical Research Unit of Nanoro (CRUN), Nanoro, Burkina Faso
| | - Natacha Herssens
- Department of Clinical Sciences, Institute of Tropical Medicine (ITM), Antwerp, Belgium
| | - Kjerstin Lanke
- Department of Medical Microbiology, Radboud University Medical Centre, Nijmegen, the Netherlands
| | - Teun Bousema
- Department of Medical Microbiology, Radboud University Medical Centre, Nijmegen, the Netherlands
| | - Robert W Sauerwein
- Department of Medical Microbiology, Radboud University Medical Centre, Nijmegen, the Netherlands
| | - Halidou Tinto
- IRSS/Clinical Research Unit of Nanoro (CRUN), Nanoro, Burkina Faso.,Centre Muraz, Bobo-Dioulasso, Burkina Faso.,Institut Supérieur des Sciences de la Santé, Université Nazi Boni de Bobo-Dioulasso, Bobo-Dioulasso, Burkina Faso
| | - Jan Jacobs
- Department of Clinical Sciences, Institute of Tropical Medicine (ITM), Antwerp, Belgium.,Department of Microbiology and Immunology, University of Leuven (KU Leuven), Leuven, Belgium
| | - Quirijn de Mast
- Nijmegen Institute of International Health, Radboud University Medical Centre, Nijmegen, the Netherlands
| | - Andre J van der Ven
- Nijmegen Institute of International Health, Radboud University Medical Centre, Nijmegen, the Netherlands.
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18
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Guerra Mendoza Y, Garric E, Leach A, Lievens M, Ofori-Anyinam O, Pirçon JY, Stegmann JU, Vandoolaeghe P, Otieno L, Otieno W, Owusu-Agyei S, Sacarlal J, Masoud NS, Sorgho H, Tanner M, Tinto H, Valea I, Mtoro AT, Njuguna P, Oneko M, Otieno GA, Otieno K, Gesase S, Hamel MJ, Hoffman I, Kaali S, Kamthunzi P, Kremsner P, Lanaspa M, Lell B, Lusingu J, Malabeja A, Aide P, Akoo P, Ansong D, Asante KP, Berkley JA, Adjei S, Agbenyega T, Agnandji ST, Schuerman L. Safety profile of the RTS,S/AS01 malaria vaccine in infants and children: additional data from a phase III randomized controlled trial in sub-Saharan Africa. Hum Vaccin Immunother 2019; 15:2386-2398. [PMID: 31012786 PMCID: PMC6816384 DOI: 10.1080/21645515.2019.1586040] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
A phase III, double-blind, randomized, controlled trial (NCT00866619) in sub-Saharan Africa showed RTS,S/AS01 vaccine efficacy against malaria. We now present in-depth safety results from this study. 8922 children (enrolled at 5–17 months) and 6537 infants (enrolled at 6–12 weeks) were 1:1:1-randomized to receive 4 doses of RTS,S/AS01 (R3R) or non-malaria control vaccine (C3C), or 3 RTS,S/AS01 doses plus control (R3C). Aggregate safety data were reviewed by a multi-functional team. Severe malaria with Blantyre Coma Score ≤2 (cerebral malaria [CM]) and gender-specific mortality were assessed post-hoc. Serious adverse event (SAE) and fatal SAE incidences throughout the study were 24.2%–28.4% and 1.5%–2.5%, respectively across groups; 0.0%–0.3% of participants reported vaccination-related SAEs. The incidence of febrile convulsions in children was higher during the first 2–3 days post-vaccination with RTS,S/AS01 than with control vaccine, consistent with the time window of post-vaccination febrile reactions in this study (mostly the day after vaccination). A statistically significant numerical imbalance was observed for meningitis cases in children (R3R: 11, R3C: 10, C3C: 1) but not in infants. CM cases were more frequent in RTS,S/AS01-vaccinated children (R3R: 19, R3C: 24, C3C: 10) but not in infants. All-cause mortality was higher in RTS,S/AS01-vaccinated versus control girls (2.4% vs 1.3%, all ages) in our setting with low overall mortality. The observed meningitis and CM signals are considered likely chance findings, that – given their severity – warrant further evaluation in phase IV studies and WHO-led pilot implementation programs to establish the RTS,S/AS01 benefit-risk profile in real-life settings.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | - Seth Owusu-Agyei
- Kintampo Health Research Center , Kintampo , Ghana.,Diseases Control Department, London School of Hygiene and Tropical Medicine , London , UK
| | - Jahit Sacarlal
- Centro de Investigação em Saúde de Manhiça , Manhiça , Mozambique.,Faculdade de Medicina, Universidade Eduardo Mondlane (UEM) , Maputo , Mozambique
| | - Nahya Salim Masoud
- Muhimbili University of Health and Allied Sciences (MUHAS), Dar es Salaam and Ifakara Health Institute , Bagamoyo , Tanzania
| | - Hermann Sorgho
- Institut de Recherche en Science de la Santé , Nanoro , Burkina Faso
| | - Marcel Tanner
- Muhimbili University of Health and Allied Sciences (MUHAS), Dar es Salaam and Ifakara Health Institute , Bagamoyo , Tanzania.,Swiss Tropical and Public Health Institute , Basel , Switzerland.,Epidemiology and Medical Parasitology department, University of Basel , Basel , Switzerland
| | - Halidou Tinto
- Institut de Recherche en Science de la Santé , Nanoro , Burkina Faso
| | - Innocent Valea
- Institut de Recherche en Science de la Santé , Nanoro , Burkina Faso
| | - Ali Takadir Mtoro
- Muhimbili University of Health and Allied Sciences (MUHAS), Dar es Salaam and Ifakara Health Institute , Bagamoyo , Tanzania
| | - Patricia Njuguna
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research , Kilifi , Kenya.,Pwani University , Kilifi , Kenya.,University of Oxford , Oxford , UK
| | - Martina Oneko
- Kenya Medical Research Institute, Centre for Global Health Research , Kisumu , Kenya
| | | | - Kephas Otieno
- Kenya Medical Research Institute, Centre for Global Health Research , Kisumu , Kenya
| | - Samwel Gesase
- National Institute for Medical Research , Korogwe , Tanzania
| | - Mary J Hamel
- Division of Parasitic Diseases and Malaria, Center for Global Health, Centers for Disease Control and Prevention , Atlanta , GA , USA
| | - Irving Hoffman
- University of North Carolina Project , Lilongwe , Malawi
| | - Seyram Kaali
- Kintampo Health Research Center , Kintampo , Ghana
| | | | - Peter Kremsner
- Centre de Recherches Médicales de Lambaréné, Lambaréné, Gabon and Institute of Tropical Medicine, University of Tübingen , Tübingen , Germany
| | - Miguel Lanaspa
- Centro de Investigação em Saúde de Manhiça , Manhiça , Mozambique.,Barcelona Institute for Global Health (ISGlobal), Hospital Clínic-Universitat de Barcelona , Barcelona , Spain
| | - Bertrand Lell
- Centre de Recherches Médicales de Lambaréné, Lambaréné, Gabon and Institute of Tropical Medicine, University of Tübingen , Tübingen , Germany
| | - John Lusingu
- National Institute for Medical Research , Korogwe , Tanzania
| | | | - Pedro Aide
- Centro de Investigação em Saúde de Manhiça , Manhiça , Mozambique.,National Institute of Health, Ministry of Health , Maputo , Mozambique
| | - Pauline Akoo
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research , Kilifi , Kenya
| | - Daniel Ansong
- Kwame Nkrumah University of Science and Technology , Kumasi , Ghana
| | | | - James A Berkley
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research , Kilifi , Kenya.,University of Oxford , Oxford , UK
| | - Samuel Adjei
- Kwame Nkrumah University of Science and Technology , Kumasi , Ghana
| | - Tsiri Agbenyega
- Kwame Nkrumah University of Science and Technology , Kumasi , Ghana
| | - Selidji Todagbe Agnandji
- Centre de Recherches Médicales de Lambaréné, Lambaréné, Gabon and Institute of Tropical Medicine, University of Tübingen , Tübingen , Germany
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Dhabangi A, Dzik WH, Idro R, John CC, Butler EK, Spijker R, Hensbroek MB. Blood use in sub‐Saharan Africa: a systematic review of current data. Transfusion 2019; 59:2446-2454. [DOI: 10.1111/trf.15280] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2018] [Revised: 02/20/2019] [Accepted: 03/03/2019] [Indexed: 12/14/2022]
Affiliation(s)
- Aggrey Dhabangi
- Child Health and Development CentreMakerere University, College of Health Sciences Kampala Uganda
| | - Walter H. Dzik
- Department of Pathology (Transfusion)Harvard University / Massachusetts General Hospital Boston Massachusetts
| | - Richard Idro
- Department of Pediatrics and Child HealthMakerere University, College of Health Sciences Kampala Uganda
| | - Chandy C. John
- Ryan White Centre for Pediatric Infectious Disease and Global HealthIndiana University School of Medicine Indianapolis Indiana
| | - Elissa K. Butler
- SUNY Upstate Medical University Syracuse New York
- Harborview Injury Prevention and Research CenterUniversity of Washington Seattle Washington
| | - Rene Spijker
- Department of Global Child HealthEmma Children's Hospital, Academic Medical Centre, University of Amsterdam the Netherlands
| | - Michael B. Hensbroek
- Department of Global Child HealthEmma Children's Hospital, Academic Medical Centre, University of Amsterdam the Netherlands
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Dhabangi A, Idro R, John CC, Dzik WH, Opoka R, Siu GE, Ayebare F, van Hensbroek MB. Caregivers and community perceptions of blood transfusion for children with severe anaemia in Uganda. Transfus Med 2019; 29:61-67. [PMID: 30740796 DOI: 10.1111/tme.12581] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2018] [Revised: 12/02/2018] [Accepted: 01/12/2019] [Indexed: 11/26/2022]
Abstract
OBJECTIVE To describe local perceptions of blood transfusion for children with severe anaemia in Uganda. BACKGROUND Blood transfusion is a common emergency treatment for children with severe anaemia and saves millions of lives of African children. However, the perceptions of transfusion recipients have not been well studied. A better understanding of the perceived risk may improve transfusion care. METHODS A qualitative study based on 16 in-depth interviews of caregivers of transfused children, and six focus group discussions with community members was conducted in three regions of Uganda between October and November 2017. RESULTS Caregivers of children and community members held blood transfusion in high regard and valued it as life-saving. However, there were widespread perceived transfusion risks, including: Human immunodeficiency virus (HIV) transmission, too rapid blood infusion and blood incompatibility. Other concerns were: fatality, changes in behaviour, donor blood being 'too strong' and use of animal blood. In contrast, recent transfusion, older age, knowledge of HIV screening of blood for transfusion, faith in God and having a critically ill child were associated with less fear about transfusion. Respondents also emphasised challenges to transfusion services access including distance to hospitals, scarcity of blood and health workers' attitudes. CONCLUSION Perceptions of the community and caregivers of transfused children in Uganda about blood transfusion were complex: transfusion is considered life-saving but there were strong perceived transfusion risks of HIV transmission and blood incompatibility. Addressing community perceptions and facilitating access to blood transfusion represent important strategies to improve paediatric transfusion care.
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Affiliation(s)
- A Dhabangi
- Child Health and Development Centre, Makerere University College of Health Sciences, Kampala, Uganda
| | - R Idro
- Department of Paediatrics and Child Health, Makerere University College of Health Sciences, Kampala, Uganda
| | - C C John
- Ryan White Centre for Paediatric Infectious Disease and Global Health, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - W H Dzik
- Department of Pathology (Transfusion), Harvard University/Massachusetts General Hospital, Boston, Massachusetts, USA
| | - R Opoka
- Department of Paediatrics and Child Health, Makerere University College of Health Sciences, Kampala, Uganda
| | - G E Siu
- Child Health and Development Centre, Makerere University College of Health Sciences, Kampala, Uganda
| | - F Ayebare
- Child Health and Development Centre, Makerere University College of Health Sciences, Kampala, Uganda
| | - M B van Hensbroek
- Department of Global Child Health, Emma Children's Hospital, Academic Medical Centre, University of Amsterdam, Amsterdam, The Netherlands
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21
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Dhabangi A, Idro R, John CC, Dzik WH, Opoka R, Ssenyonga R, van Hensbroek MB. Risk factors for recurrent severe anemia among previously transfused children in Uganda: an age-matched case-control study. BMC Pediatr 2019; 19:27. [PMID: 30658602 PMCID: PMC6337863 DOI: 10.1186/s12887-019-1398-6] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/26/2018] [Accepted: 01/09/2019] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND In resource-poor settings, transfused children often experience recurrence of severe anemia (SA) following discharge from hospital. This study determined the factors associated with recurrent severe anemia (RSA) among previously transfused Ugandan children aged less than 5 years. METHODS A case-control study was conducted in five hospitals in Uganda from March 2017 to September 2018. We prospectively enrolled 196 hospitalised children who had been transfused for severe anemia 2 weeks to 6 months prior to enrollment. Of these, 101 children (cases) were re-admitted with a hemoglobin [Hb] level of ≤6 g/dL and required transfusion; and 95 children (age-matched controls) were admitted for other clinical illness with a Hb > 6 g/dL. Children known to have sickle cell anemia, cancer, or bleeding disorders were excluded. Clinical and laboratory evaluation were done. Conditional logistic regression adjusted for age, was used to determine factors associated with RSA. RESULTS The median time (IQR) between the earlier transfusion and enrollment was 3.5 (1.9-5.7) months for cases, and was 5.0 (2.9-6.0) months for controls (p-value = 0.015). Risk factors (adjusted odds ratio, 95% confidence interval, and significance) for development of RSA were: hemoglobinuria (36.33, 2.19-600.66, p = 0.012); sickle cell anemia - newly diagnosed (20.26, 2.33-176.37, p = 0.006); history of earlier previous transfusions (6.95, 1.36-35.61, p = 0.020) and malaria infection (6.47, 1.17-35.70, p = 0.032). CONCLUSION Malaria chemoprevention, follow up visit for Hb check after discharge from hospital and sickle cell screening among previously transfused children represent practical strategies to prevent and identify children at risk for recurrent severe anemia. The cause of hemoglobinuria in children merits further investigations.
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Affiliation(s)
- Aggrey Dhabangi
- Child Health and Development Centre, Makerere University College of Health Sciences, Mulago upper hill road, P O Box, 6717, Kampala, Uganda.
| | - Richard Idro
- Department of Pediatrics and Child Health, Makerere University College of Health Sciences, Kampala, Uganda
| | - Chandy C John
- Ryan White Centre for Pediatric Infectious Disease and Global Health, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Walter H Dzik
- Department of Pathology (Transfusion), Harvard University / Massachusetts General Hospital, Boston, MA, USA
| | - Robert Opoka
- Department of Pediatrics and Child Health, Makerere University College of Health Sciences, Kampala, Uganda
| | - Ronald Ssenyonga
- Clinical trials unit, Department of Epidemiology and Biostatistics, School of Public Health, Makerere University College of Health Sciences, Kampala, Uganda
| | - Michael Boele van Hensbroek
- Department of Global Child Health, Emma Children's Hospital, Academic Medical Centre, University of Amsterdam, Amsterdam, The Netherlands
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22
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Kruk ME, Gage AD, Arsenault C, Jordan K, Leslie HH, Roder-DeWan S, Adeyi O, Barker P, Daelmans B, Doubova SV, English M, García-Elorrio E, Guanais F, Gureje O, Hirschhorn LR, Jiang L, Kelley E, Lemango ET, Liljestrand J, Malata A, Marchant T, Matsoso MP, Meara JG, Mohanan M, Ndiaye Y, Norheim OF, Reddy KS, Rowe AK, Salomon JA, Thapa G, Twum-Danso NAY, Pate M. High-quality health systems in the Sustainable Development Goals era: time for a revolution. Lancet Glob Health 2018; 6:e1196-e1252. [PMID: 30196093 PMCID: PMC7734391 DOI: 10.1016/s2214-109x(18)30386-3] [Citation(s) in RCA: 1600] [Impact Index Per Article: 266.7] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2018] [Revised: 05/16/2018] [Accepted: 08/10/2018] [Indexed: 12/19/2022]
Affiliation(s)
| | - Anna D Gage
- Harvard T H Chan School of Public Health, Boston, MA, USA
| | | | - Keely Jordan
- New York University College of Global Public Health, New York, NY, USA
| | | | | | | | - Pierre Barker
- Institute for Healthcare Improvement, Cambridge, MA, USA
| | | | | | - Mike English
- KEMRI-Wellcome Trust Research Programme, Nairobi, Kenya
| | | | | | - Oye Gureje
- WHO Collaborating Centre for Research and Training in Mental Health, Neuroscience, Drug and Alcohol Abuse, University of Ibadan, Ibadan, Nigeria
| | - Lisa R Hirschhorn
- Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Lixin Jiang
- National Centre for Cardiovascular Disease, Beijing, China
| | | | | | | | - Address Malata
- Malawi University of Science and Technology, Limbe, Malawi
| | - Tanya Marchant
- London School of Hygiene & Tropical Medicine, London, UK
| | | | - John G Meara
- Department of Global Health and Social Medicine, Harvard Medical School, Boston, MA, USA
| | - Manoj Mohanan
- Duke University Sanford School of Public Policy, Durham, NC, USA
| | - Youssoupha Ndiaye
- Ministry of Health and Social Action of the Republic of Senegal, Dakar, Senegal
| | - Ole F Norheim
- Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway
| | | | - Alexander K Rowe
- Malaria Branch, Division of Parasitic Diseases and Malaria, Center for Global Health, US Centers for Disease Control and Prevention, Atlanta, GA, USA
| | | | - Gagan Thapa
- Legislature Parliament of Nepal, Kathmandu, Nepal
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23
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Irimu G, Ogero M, Mbevi G, Agweyu A, Akech S, Julius T, Nyamai R, Githang’a D, Ayieko P, English M. Approaching quality improvement at scale: a learning health system approach in Kenya. Arch Dis Child 2018; 103. [PMID: 29514814 PMCID: PMC6278651 DOI: 10.1136/archdischild-2017-314348] [Citation(s) in RCA: 37] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/03/2022]
Affiliation(s)
- Grace Irimu
- Wellcome Trust Research Programme, Kenya Medical Research Institute (KEMRI), Nairobi, Kenya,Department of Paediatrics and Child Health, University of Nairobi, Nairobi, Kenya
| | - Morris Ogero
- Wellcome Trust Research Programme, Kenya Medical Research Institute (KEMRI), Nairobi, Kenya
| | - George Mbevi
- Wellcome Trust Research Programme, Kenya Medical Research Institute (KEMRI), Nairobi, Kenya
| | - Ambrose Agweyu
- Wellcome Trust Research Programme, Kenya Medical Research Institute (KEMRI), Nairobi, Kenya
| | - Samuel Akech
- Wellcome Trust Research Programme, Kenya Medical Research Institute (KEMRI), Nairobi, Kenya
| | - Thomas Julius
- Wellcome Trust Research Programme, Kenya Medical Research Institute (KEMRI), Nairobi, Kenya
| | - Rachel Nyamai
- Maternal, Newborn, Child and Adolescent Health Unit, Ministry of Health, Nairobi, Kenya
| | | | - Philip Ayieko
- Wellcome Trust Research Programme, Kenya Medical Research Institute (KEMRI), Nairobi, Kenya
| | - Mike English
- Wellcome Trust Research Programme, Kenya Medical Research Institute (KEMRI), Nairobi, Kenya,Nuffield Department of Medicine, University of Oxford, Oxford, UK
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24
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Opoka RO, Ssemata AS, Oyang W, Nambuya H, John CC, Tumwine JK, Karamagi C. High rate of inappropriate blood transfusions in the management of children with severe anemia in Ugandan hospitals. BMC Health Serv Res 2018; 18:566. [PMID: 30021576 PMCID: PMC6052584 DOI: 10.1186/s12913-018-3382-5] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2018] [Accepted: 07/11/2018] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Severe anaemia (SA) is a common reason for hospitalisation of children in sub-Saharan Africa but the extent to which blood transfusion is used appropriately in the management of severe anemia has hitherto remained unknown. We report on the use of blood transfusion in the management of anemic children in two hospitals in Uganda. METHODS Inpatient records of children 0-5 years of age admitted to Lira and Jinja regional referral hospitals in Uganda were reviewed for children admitted on selected days between June 2016 and May 2017. Data was extracted on the results, if any, of pre-transfusion hemoglobin (Hb) level, whether or not a blood transfusion was given and inpatient outcome for all children with a diagnosis of 'severe anemia'. Qualitative data was also collected from health workers to explain the reasons for the clinical practices at the two hospitals. RESULTS Overall, 574/2275 (25.2%) of the children admitted in the two hospitals were assigned a diagnosis of SA. However 551 (95.9%) of children assigned a diagnosis of SA received a blood transfusion, accounting for 551/560 (98.4%) of the blood transfusions in the pediatric wards. Of the blood transfusions in SA children, only 245 (44.5%) was given appropriately per criteria (Pre-transfusion Hb ≤ 6 g/dL), while 306 (55.5%) was given inappropriately; (pre-transfusion Hb not done, n = 216, or when a transfusion is not indicated [Hb > 6.0 g/dl], n = 90). SA children transfused appropriately per Hb criteria had lower inpatient mortality compared to those transfused inappropriately, (7 (2.9%) vs. 22 (7.2%), [OR 0.4, 95% CI 0.16, 0.90]). Major issues identified by health workers as affecting use of blood transfusion included late presentation of SA children to hospital and unreliable availability of equipment for measurement of Hb. CONCLUSION More than half the blood transfusions given in the management of anemic children admitted to Lira and Jinja hospitals was given inappropriately either without pre-transfusion Hb testing or when not indicated. Verification of Hb level by laboratory testing and training of health workers to adhere to transfusion guidelines could result in a substantial decrease in inappropriate blood transfusion in Ugandan hospitals.
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Affiliation(s)
- Robert O. Opoka
- Department of Paediatrics and Child Health, College of Health Sciences, Makerere University, P. O. Box, 7072 Kampala, Uganda
| | - Andrew S. Ssemata
- Department of Psychiatry, College of Health Sciences, Makerere University, Kampala, Uganda
| | - William Oyang
- Children’s ward, Lira Regional Referral Hospital, Lira, Uganda
| | - Harriet Nambuya
- Nalufenya Children’s ward, Jinja Regional Referral Hospital, Jinja, Uganda
| | - Chandy C. John
- Ryan White Center for Pediatric Infectious Disease and Global Health, Indiana University School of Medicine, Indiana, USA
| | - James K. Tumwine
- Department of Paediatrics and Child Health, College of Health Sciences, Makerere University, P. O. Box, 7072 Kampala, Uganda
| | - Charles Karamagi
- Department of Paediatrics and Child Health, College of Health Sciences, Makerere University, P. O. Box, 7072 Kampala, Uganda
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Prevalence, outcome and quality of care among children hospitalized with severe acute malnutrition in Kenyan hospitals: A multi-site observational study. PLoS One 2018; 13:e0197607. [PMID: 29771994 PMCID: PMC5957373 DOI: 10.1371/journal.pone.0197607] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2017] [Accepted: 05/04/2018] [Indexed: 11/23/2022] Open
Abstract
Background Severe acute malnutrition (SAM) remains a major cause of admission and inpatient mortality worldwide in children aged less than 5 years. In this study, we explored SAM prevalence and outcomes in children admitted in 13 Kenyan hospitals participating in a Clinical Information Network (CIN). We also describe their immediate in-patient management. Methods We analyzed data for children aged 1–59 months collected retrospectively from medical records after discharge. Mean, median and ranges were used to summarize pooled and age-specific prevalence and mortality associated with SAM. Documentation of key signs and symptoms (S/S) and performance of indicators of quality of care for selected aspects of the WHO management steps were assessed. Logistic regression models were used to evaluate associations between documented S/S and mortality among SAM patients aged 6–59 months. Loess curves were used to explore performance change over time for indicators of selected SAM management steps. Results 5306/54140 (9.8%) children aged 1–59 months admitted with medical conditions in CIN hospitals between December 2013 and November 2016 had SAM. SAM prevalence identified by clinicians and case fatality varied widely across hospitals with median proportion (range) of 10.1% (4.6–18.2%) and 14.8% (6.0–28.6%) respectively. Seventeen variables were associated with increased mortality. Performance change over time of management steps varied across hospitals and across selected indicators but suggests some effect of regular audit and feedback. Conclusion Identification of SAM patients, their mortality and adherence to in-patient management recommendations varied across hospitals. An important group of SAM patients are aged less than 6 months. Continued efforts are required to improve management of SAM in routine settings as part of efforts to reduce inpatient mortality.
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26
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English M, Mwaniki P, Julius T, Chepkirui M, Gathara D, Ouma PO, Cherutich P, Okiro EA, Snow RW. Hospital Mortality - a neglected but rich source of information supporting the transition to higher quality health systems in low and middle income countries. BMC Med 2018; 16:32. [PMID: 29495961 PMCID: PMC5833062 DOI: 10.1186/s12916-018-1024-8] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/18/2017] [Accepted: 02/09/2018] [Indexed: 01/25/2023] Open
Abstract
BACKGROUND There is increasing focus on the strength of primary health care systems in low and middle-income countries (LMIC). There are important roles for higher quality district hospital care within these systems. These hospitals are also sources of information of considerable importance to health systems, but this role, as with the wider roles of district hospitals, has been neglected. KEY MESSAGES As we make efforts to develop higher quality health systems in LMIC we highlight the critical importance of district hospitals focusing here on how data on hospital mortality offers value: i) in understanding disease burden; ii) as part of surveillance and impact monitoring; iii) as an entry point to exploring system failures; and iv) as a lens to examine variability in health system performance and possibly as a measure of health system quality in its own right. However, attention needs paying to improving data quality by addressing reporting gaps and cause of death reporting. Ideally enabling the collection of basic, standardised patient level data might support at least simple case-mix and case-severity adjustment helping us understand variation. Better mortality data could support impact evaluation, benchmarking, exploration of links between health system inputs and outcomes and critical scrutiny of geographic variation in quality and outcomes of care. Improved hospital information is a neglected but broadly valuable public good. CONCLUSION Accurate, complete and timely hospital mortality reporting is a key attribute of a functioning health system. It can support countries' efforts to transition to higher quality health systems in LMIC enabling national and local advocacy, accountability and action.
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Affiliation(s)
- Mike English
- KEMRI-Wellcome Trust Research Programme, P.O. Box 43640, Nairobi, 00100, Kenya. .,Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, UK.
| | - Paul Mwaniki
- KEMRI-Wellcome Trust Research Programme, P.O. Box 43640, Nairobi, 00100, Kenya
| | - Thomas Julius
- KEMRI-Wellcome Trust Research Programme, P.O. Box 43640, Nairobi, 00100, Kenya
| | - Mercy Chepkirui
- KEMRI-Wellcome Trust Research Programme, P.O. Box 43640, Nairobi, 00100, Kenya
| | - David Gathara
- KEMRI-Wellcome Trust Research Programme, P.O. Box 43640, Nairobi, 00100, Kenya
| | - Paul O Ouma
- KEMRI-Wellcome Trust Research Programme, P.O. Box 43640, Nairobi, 00100, Kenya
| | - Peter Cherutich
- Department of Preventive and Promotive Health, Ministry of Health, Nairobi, Kenya
| | - Emelda A Okiro
- KEMRI-Wellcome Trust Research Programme, P.O. Box 43640, Nairobi, 00100, Kenya
| | - Robert W Snow
- KEMRI-Wellcome Trust Research Programme, P.O. Box 43640, Nairobi, 00100, Kenya.,Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, UK
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27
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Tanga WF, McArdle AJ. Question 2: Is the packed cell volume ÷ 3 rule valid for estimating haemoglobin in children in malarious areas? Arch Dis Child 2018; 103:301-302. [PMID: 29191998 DOI: 10.1136/archdischild-2017-313974] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/19/2017] [Accepted: 11/10/2017] [Indexed: 11/03/2022]
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28
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Simultaneous point-of-care detection of anemia and sickle cell disease in Tanzania: the RAPID study. Ann Hematol 2017; 97:239-246. [PMID: 29147848 DOI: 10.1007/s00277-017-3182-8] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2017] [Accepted: 11/09/2017] [Indexed: 12/24/2022]
Abstract
Both anemia and sickle cell disease (SCD) are highly prevalent across sub-Saharan Africa, and limited resources exist to diagnose these conditions quickly and accurately. The development of simple, inexpensive, and accurate point-of-care (POC) assays represents an important advance for global hematology, one that could facilitate timely and life-saving medical interventions. In this prospective study, Robust Assays for Point-of-care Identification of Disease (RAPID), we simultaneously evaluated a POC immunoassay (Sickle SCAN™) to diagnose SCD and a first-generation POC color-based assay to detect anemia. Performed at Bugando Medical Center in Mwanza, Tanzania, RAPID tested 752 participants (age 1 day to 20 years) in four busy clinical locations. With minimally trained medical staff, the SCD POC assay diagnosed SCD with 98.1% sensitivity and 91.1% specificity. The hemoglobin POC assay had 83.2% sensitivity and 74.5% specificity for detection of severe anemia (Hb ≤ 7 g/dL). Interobserver agreement was excellent for both POC assays (r = 0.95-0.96). Results for the hemoglobin POC assay have informed the second-generation assay design to be more suitable for low-resource settings. RAPID provides practical feasibility data regarding two novel POC assays for the diagnosis of anemia and SCD in real-world field evaluations and documents the utility and potential impact of these POC assays for sub-Saharan Africa.
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29
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Shari CR, Sawe HR, Murray BL, Mwafongo VG, Mfinanga JA, Runyon MS. Emergency blood transfusion practices among anaemic children presenting to an urban emergency department of a tertiary hospital in Tanzania. BMC HEMATOLOGY 2017; 17:19. [PMID: 29152308 PMCID: PMC5681767 DOI: 10.1186/s12878-017-0091-y] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/09/2017] [Accepted: 10/22/2017] [Indexed: 12/31/2022]
Abstract
Background Severe anaemia contributes significantly to mortality, especially in children under 5 years of age. Timely blood transfusion is known to improve outcomes. We investigated the magnitude of anaemia and emergency blood transfusion practices amongst children under 5 years presenting to the Emergency Department (ED) of Muhimbili National Hospital (MNH) in Tanzania. Methods This prospective observational study enrolled children under 5 years old with anaemia, over a 7-week period in August and September of 2015. Anaemia was defined as haemoglobin of <11 g/dL. Demographics, anaemia severity, indications for transfusion, receipt of blood, and door to transfusion time were abstracted from the charts using a standardized data entry form. Anaemia was categorized as severe (Hb <7 g/dL), moderate (Hb 7-9.9 g/dL) or mild (Hb 10-10.9 g/dL). Results We screened 777 children, of whom 426 (55%) had haemoglobin testing. Test results were available for 388/426 (91%), 266 (69%) of whom had anaemia. Complete data were available for 257 anaemic children, including 42% (n = 108) with severe anaemia, 40% (n = 102) with moderate anaemia and 18% (n = 47) with mild anaemia. Forty-nine percent of children with anaemia (n = 125) had indications for blood transfusion, but only 23% (29/125) were transfused in the ED. Among the non-transfused, the provider did not identify anaemia in 42% (n = 40), blood was not ordered in 28% (n = 27), and blood was ordered, but not available in 30% (n = 29). The median time to transfusion was 7.8 (interquartile range: 1.9) hours. Mortality was higher for the children with severe anemia who were not transfused as compared with those with severe anaemia who were transfused (29% vs 10%, p = 0.03). Conclusion The burden of anaemia is high among children under 5 presenting to EMD-MNH. Less than a quarter of children with indications for transfusion receive it in the EMD, the median time to transfusion is nearly 8 h, and those not transfused have nearly a 3-fold higher mortality. Future quality improvement and research efforts should focus on eliminating barriers to timely blood transfusion.
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Affiliation(s)
- Catherine R Shari
- Emergency Medicine Department Muhimbili University of Health and Allied Sciences, P.O Box 65001, Dar es Salaam, Tanzania.,Emergency Medicine Department, Muhimbili National Hospital, Dar Es Salaam, Tanzania
| | - Hendry R Sawe
- Emergency Medicine Department Muhimbili University of Health and Allied Sciences, P.O Box 65001, Dar es Salaam, Tanzania.,Emergency Medicine Department, Muhimbili National Hospital, Dar Es Salaam, Tanzania
| | - Brittany L Murray
- Emergency Medicine Department Muhimbili University of Health and Allied Sciences, P.O Box 65001, Dar es Salaam, Tanzania.,Emergency Medicine Department, Muhimbili National Hospital, Dar Es Salaam, Tanzania.,Division of Pediatric Emergency Medicine, Emory University School of Medicine, Emory University, Atlanta, GA USA
| | - Victor G Mwafongo
- Emergency Medicine Department Muhimbili University of Health and Allied Sciences, P.O Box 65001, Dar es Salaam, Tanzania.,Emergency Medicine Department, Muhimbili National Hospital, Dar Es Salaam, Tanzania
| | - Juma A Mfinanga
- Emergency Medicine Department Muhimbili University of Health and Allied Sciences, P.O Box 65001, Dar es Salaam, Tanzania.,Emergency Medicine Department, Muhimbili National Hospital, Dar Es Salaam, Tanzania
| | - Michael S Runyon
- Emergency Medicine Department Muhimbili University of Health and Allied Sciences, P.O Box 65001, Dar es Salaam, Tanzania.,Department of Emergency Medicine, Carolinas Medical Center, Charlotte, NC USA
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