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Ayele A, Anteneh S, Degu FS, Dessie G, Lonsako AA, Anley A, Beyene G. Time to death and its predictors among traumatic brain injury patients admitted to East Amhara comprehensive specialized hospitals, Ethiopia: retrospective cohort study. BMC Neurol 2024; 24:370. [PMID: 39367316 PMCID: PMC11451167 DOI: 10.1186/s12883-024-03886-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2023] [Accepted: 09/27/2024] [Indexed: 10/06/2024] Open
Abstract
BACKGROUND Globally, 64-74 million individuals around the world are estimated to sustain traumatic brain injury every year. Moderate and severe traumatic brain injury can lead to a lifetime physical, cognitive, emotional, and behavioral changes. There were limited studies conducted in Ethiopia regarding to traumatic brain injury mortality. METHODS An institutional based retrospective cohort study was conducted on 429 randomly selected traumatic brain injury patients aged 18 to 64 years who were admitted to East Amhara Comprehensive Specialized Hospitals from January 1, 2016 to December 31, 2021. Kobo toolbox was applied for data collection and exported to Stata version 17 for data processing and analysis. To estimate death free time, a Kaplan Meier failure curve was used. The Cox proportional hazards regression model was used at the 5% level of significance to determine effect of predictor variables on time to death. RESULT A total of 429 traumatic brain injury patients aged 18 to 64 years were included with response rate of 91.3% and 145(33.8%) were dead. Open injuries (AHR = 0.25; 95% CI: 0.18-0.36), co-existing injuries (AHR = 0.40; 95% CI: 0.24-0.66), ICU admission (AHR = 0.42; 95% CI: 0.29-0.60), arrival within 4-24 h (AHR = 3.48; 95% CI: 2.01-6.03), arrival after 24 h (AHR = 6.69; 95% CI: 3.49-12.28), subdural hematoma (AHR = 2.72; 95% CI: 1.77-4.19), serum albumin < 3.5 g/dL (AHR = 0.66; 95% CI: 0.49-0.94), moderate (AHR = 0.56; 95% CI: 0.21-0.89), and mild traumatic brain injury (AHR = 0.43; 95% CI: 0.29-0.56) were predictors of traumatic brain injury mortality. CONCLUSION The finding of this study showed that the mortality was 1/3rd of the total patients. Open injuries, co-existing injuries, ICU admission, arrival time (4-24 h and > 24 h), subdural hematoma, serum albumin < 3.5 g/dL and severity of traumatic brain injury (mild and moderate) were predictors of traumatic brain mortality. Therefore, working on these factors to reduce the morality of traumatic brain injury patients is very important.
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Affiliation(s)
- Abdurehman Ayele
- Department of Comprehensive Nursing, School of Nursing, College of Medicine and Health Sciences, Arba Minch University, Arba Minch, Ethiopia.
| | - Samuel Anteneh
- Department of Adult Health Nursing, School of Nursing and Midwifery, College of Medicine and Health Sciences, Wollo University, Dessie, Ethiopia
| | - Fatuma Seid Degu
- Department of Adult Health Nursing, School of Nursing and Midwifery, College of Medicine and Health Sciences, Wollo University, Dessie, Ethiopia
| | - Getenet Dessie
- Department of Adult Health Nursing, School of Health Science, College of Medicine and Health Sciences, Bahir Dar University, Bahir Dar, Ethiopia
| | - Arega Abebe Lonsako
- Department of Comprehensive Nursing, School of Nursing, College of Medicine and Health Sciences, Arba Minch University, Arba Minch, Ethiopia
| | - Alemayehu Anley
- Department of Comprehensive Nursing, School of Nursing, College of Medicine and Health Sciences, Arba Minch University, Arba Minch, Ethiopia
| | - Gizew Beyene
- Medical and Surgical unit, Dessie Comprehensive Specialized Hospital, Dessie, Ethiopia
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Zimmerman A, Minnig MC, Meela J, Tupetz A, Bettger JP, Nickenig Vissoci JR, Staton C. A systematic review and cross-sectional survey of rehabilitation resources for injury patients in the Kilimanjaro Region of Tanzania. Disabil Rehabil 2024; 46:1045-1052. [PMID: 36803149 PMCID: PMC10468893 DOI: 10.1080/09638288.2023.2179674] [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: 05/12/2022] [Revised: 01/24/2023] [Accepted: 02/06/2023] [Indexed: 02/22/2023]
Abstract
PURPOSE An estimated 10 million people across Tanzania have a condition that would benefit from rehabilitative care. However, access to rehabilitation remains inadequate to meet the needs of Tanzania's population. The goal of this study was to identify and characterize rehabilitation resources available to injury patients in the Kilimanjaro region of Tanzania. METHODS We used two approaches to identify and characterize rehabilitation services. First, we conducted a systematic review of peer-reviewed and gray literature. Second, we administered a questionnaire to rehabilitation clinics identified through the systematic review as well as through staff at Kilimanjaro Christian Medical Centre. RESULTS Our systematic review identified eleven organizations offering rehabilitation services. Eight of these organizations responded to our questionnaire. Seven of the surveyed organizations provide care to patients with spinal cord injuries, short term disability, or permanent movement disorders. Six offer diagnostic and treatment procedures to injured and disabled patients. Six offer homecare support. Two require no payment. Only three accept health insurance. None offer financial support. CONCLUSIONS There is a sizable portfolio of health clinics offering rehabilitation services to injury patients in the Kilimanjaro region. However, there remains an ongoing need to connect more patients in the region to long-term rehabilitative care.IMPLICATIONS FOR REHABILITATIONInjury is a leading cause of death and disability worldwide and disproportionately affects populations in low- and middle-income countries (LMICs).Rehabilitation is an essential component of injury care, yet an estimated 50% of patients in LMICs who need rehabilitation do not receive it.This study offers insight into the availability and use of rehabilitative services in an LMIC with a substantial injury burden.
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Affiliation(s)
| | | | - Joseph Meela
- Kilimanjaro Christian Medical Centre, Moshi, Tanzania
| | - Anna Tupetz
- Division of Emergency Medicine, Department of Surgery, Duke University School of Medicine, Durham, NC, USA
| | | | - Joao Ricardo Nickenig Vissoci
- Duke Global Health Institute, Duke University, Durham, NC, USA
- Division of Emergency Medicine, Department of Surgery, Duke University School of Medicine, Durham, NC, USA
| | - Catherine Staton
- Duke Global Health Institute, Duke University, Durham, NC, USA
- Division of Emergency Medicine, Department of Surgery, Duke University School of Medicine, Durham, NC, USA
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Pauley A, Metcalf M, Buono M, Rent S, Mikindo M, Sawe Y, Kilasara J, Boshe J, Staton CA, Mmbaga BT. "When a man drinks alcohol it's cool but when a woman drinks she is a hoe": A qualitative exploration of alcohol, gender, stigma, and sexual assault in Moshi, Tanzania. PLOS GLOBAL PUBLIC HEALTH 2024; 4:e0002382. [PMID: 38421959 PMCID: PMC10903863 DOI: 10.1371/journal.pgph.0002382] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/11/2023] [Accepted: 02/05/2024] [Indexed: 03/02/2024]
Abstract
Alcohol's ever-increasing global use poses a distinct threat to human well-being, with intake and associated burdens rising especially quickly in low- and middle-income countries like Tanzania. Prior research has shown alcohol use and related consequences differ by gender in Moshi, Tanzania, with important implications for both clinical care and future alcohol-reduction interventions. This study builds upon this knowledge by providing a deeper understanding of how gender differences affect alcohol-related stigma and sexual assault among Emergency Department (ED) and Reproductive Health Center (RHC) patients at Kilimanjaro Christian Medical Center (KCMC) in Moshi. In-depth interviews were conducted among ED and RHC KCMC patients (n = 19) selected for participation via purposive sampling. A mix of inductive and deductive coding schemes was used to identify themes and subthemes. All data were analyzed through a grounded theory approach. Gender roles that linked men with financial responsibilities and women with child caretaking led to different expectations on alcohol intake, with alcohol use encouraged for men but vilified for women. Women who drank, for example, were deemed poor mothers and undesirable spouses. Patients likewise emphasized that both alcohol-related stigma and sexual violence disproportionately impacted women, the latter fueled through alcohol use, with serious and lasting acts of discrimination and isolation from community members seen among women alcohol users but not for men. Women alcohol users in Moshi are subject to severe social consequences, facing disproportionate stigma and sexual violence as compared to men. Alcohol-related treatment for women should be mindful of the disproportionate burdens present in this context while treatment for men should be cognizant of the social pressures to drink. Strategies to address and/or mitigate these factors should be incorporated in subsequent care and interventions.
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Affiliation(s)
- Alena Pauley
- Global Emergency Medicine Innovation and Implementation Research Center, Duke Global Health Institute, Duke University, Durham, North Carolina, United States of America
| | - Madeline Metcalf
- Global Emergency Medicine Innovation and Implementation Research Center, Duke Global Health Institute, Duke University, Durham, North Carolina, United States of America
| | - Mia Buono
- Global Emergency Medicine Innovation and Implementation Research Center, Duke Global Health Institute, Duke University, Durham, North Carolina, United States of America
| | - Sharla Rent
- Global Emergency Medicine Innovation and Implementation Research Center, Duke Global Health Institute, Duke University, Durham, North Carolina, United States of America
- Duke Department of Pediatrics, Duke University Medical Center, Durham, North Carolina, United States of America
| | | | - Yvonne Sawe
- Kilimanjaro Christian Medical Center, Moshi, Tanzania
| | - Joseph Kilasara
- Kilimanjaro Christian Medical Center, Moshi, Tanzania
- Department of Clinical Nursing, Kilimanjaro Christian Medical University College, Moshi, Tanzania
| | - Judith Boshe
- Kilimanjaro Christian Medical Center, Moshi, Tanzania
- Kilimanjaro Clinical Research Institute, Moshi, Tanzania
| | - Catherine A. Staton
- Global Emergency Medicine Innovation and Implementation Research Center, Duke Global Health Institute, Duke University, Durham, North Carolina, United States of America
- Duke Department of Emergency Medicine, Duke University Medical Center, Durham, North Carolina, United States of America
| | - Blandina T. Mmbaga
- Global Emergency Medicine Innovation and Implementation Research Center, Duke Global Health Institute, Duke University, Durham, North Carolina, United States of America
- Kilimanjaro Christian Medical Center, Moshi, Tanzania
- Kilimanjaro Clinical Research Institute, Moshi, Tanzania
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O’Leary P, Domeracki A, Raymond J, Kozhumam A, Macha V, Sakita F, Krym V, Riccardo Nickenig Vissoci J, Staton C. A feasibility assessment of a traumatic brain injury predictive modelling tool at Kilimanjaro Christian Medical Center and Duke University Hospital. PLOS GLOBAL PUBLIC HEALTH 2023; 3:e0002154. [PMID: 38016001 PMCID: PMC10684081 DOI: 10.1371/journal.pgph.0002154] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/06/2023] [Accepted: 10/18/2023] [Indexed: 11/30/2023]
Abstract
Traumatic brain injury (TBI) is the most common cause of death and disability globally. TBI, which disproportionately affects low middle-income countries (LMIC), uses significant amounts of health system resources in costly care and management. Innovative solutions are required to address this high burden of TBI. One possible solution is prognostic models which enhance diagnostic ability of physicians, thereby helping to tailor treatments more effectively. This study aims to evaluate the feasibility of a TBI prognostic model developed in Tanzania for use by Kilimanjaro Christian Medical Center (KCMC) healthcare providers and Duke-affiliated healthcare providers using human centered design methodology. Duke participants were included to gain insight from a different context with more established practices to inform the TBI tool implementation strategy at KCMC. To evaluate the feasibility of integrating the TBI tool into potential workflows, co-design interviews were conducted with emergency physicians and nursing staff at KCMC and Duke. Qualitatively, the TBI tool was assessed using human centered design (HCD) techniques. Our research design methods were created using the Consolidated Framework for Implementation Research which considers overarching characteristics of successful implementation to contribute to theory development and verification of implementation strategies across multiple contexts. Our knowledge translation method was guided using the knowledge-to-action framework. Of the 21 participants interviewed, 12 were associated with Duke Hospital, and 9 from Kilimanjaro Christian Medical Centre. Emerging from the data were 6 themes that impacted the implementation of the TBI tool: access, barriers, facilitators, use of the TBI tool, outer setting, and inner setting. To our knowledge, this is the first study to investigate the pre-implementation of a sub-Saharan Africa (SSA) data- based TBI prediction tool using human centered design methodology. Findings of this study will aid in determining under what conditions a TBI prognostic model intervention will work at KCMC.
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Affiliation(s)
- Paige O’Leary
- Department of Emergency Medicine, Duke University School of Medicine, Durham, North Carolina, United States of America
| | - Alexis Domeracki
- Duke University School of Medicine, Durham, North Carolina, United States of America
| | | | - Arthi Kozhumam
- Northwestern University Feinburg School of Medicine, Chicago, Illinois, United States of America
| | | | | | - Valerie Krym
- Department of Emergency Medicine, University of Toronto Medical School, Toronto, Ontario, Canada
| | - Joao Riccardo Nickenig Vissoci
- Department of Emergency Medicine, Duke University School of Medicine, Durham, North Carolina, United States of America
- Duke Global Health Institute, Duke University, Durham, North Carolina, United States of America
| | - Catherine Staton
- Department of Emergency Medicine, Duke University School of Medicine, Durham, North Carolina, United States of America
- Duke Global Health Institute, Duke University, Durham, North Carolina, United States of America
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Keating EM, Sakita F, Vlasic K, Amiri I, Nkini G, Nkoronko M, Young B, Birchall J, Watt MH, Staton CA, Mmbaga BT. Healthcare provider perspective on barriers and facilitators in the care of pediatric injury patients at a tertiary hospital in Northern Tanzania: A qualitative study. PLOS GLOBAL PUBLIC HEALTH 2023; 3:e0002599. [PMID: 37983210 PMCID: PMC10659160 DOI: 10.1371/journal.pgph.0002599] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/30/2023] [Accepted: 10/20/2023] [Indexed: 11/22/2023]
Abstract
Pediatric injuries are a leading cause of morbidity and mortality in low- and middle-income countries (LMICs). The recovery of injured children in LMICs is often impeded by barriers in accessing and receiving timely and quality care at healthcare facilities. The purpose of this study was to identify the barriers and the facilitators in pediatric injury care at Kilimanjaro Christian Medical Center (KCMC), a tertiary zonal referral hospital in Northern Tanzania. In this study, focus group discussions (FGDs) were conducted by trained interviewers who were fluent in English and Swahili in order to examine the barriers and facilitators in pediatric injury care. Five FGDs were completed from February 2021 to July 2021. Participants (n = 30) were healthcare providers from the emergency department, burn ward, surgical ward, and pediatric ward. De-identified transcripts were analyzed with team-based, applied thematic analysis using qualitative memo writing and consensus discussions. Our study found barriers that impeded pediatric injury care were: lack of pediatric-specific injury training and care guidelines, lack of appropriate pediatric-specific equipment, staffing shortages, lack of specialist care, and complexity of cases due to pre-hospital delays in patients presenting for care due to cultural and financial barriers. Facilitators that improved pediatric injury care were: team cooperation and commitment, strong priority and triage processes, benefits of a tertiary care facility, and flexibility of healthcare providers to provide specialized care if needed. The data highlights barriers and facilitators that could inform interventions to improve the care of pediatric injury patients in Northern Tanzania such as: increasing specialized provider training in pediatric injury management, the development of pediatric injury care guidelines, and improving access to pediatric-specific technologies and equipment.
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Affiliation(s)
- Elizabeth M. Keating
- Division of Pediatric Emergency Medicine, Department of Pediatrics, University of Utah, Salt Lake City, Utah, United States of America
| | - Francis Sakita
- Kilimanjaro Christian Medical Centre, Moshi, Tanzania
- Kilimanjaro Christian Medical University College, Moshi, Tanzania
| | - Kajsa Vlasic
- Division of Pediatric Emergency Medicine, Department of Pediatrics, University of Utah, Salt Lake City, Utah, United States of America
| | - Ismail Amiri
- Kilimanjaro Christian Medical Centre, Moshi, Tanzania
| | - Getrude Nkini
- Kilimanjaro Christian Medical Centre, Moshi, Tanzania
| | - Mugisha Nkoronko
- Kilimanjaro Christian Medical Centre, Moshi, Tanzania
- Kilimanjaro Christian Medical University College, Moshi, Tanzania
| | - Bryan Young
- Division of Pediatric Emergency Medicine, Department of Pediatrics, University of Utah, Salt Lake City, Utah, United States of America
| | - Jenna Birchall
- Division of Pediatric Emergency Medicine, Department of Pediatrics, University of Utah, Salt Lake City, Utah, United States of America
| | - Melissa H. Watt
- Department of Population Health Sciences, University of Utah, Salt Lake City, Utah, United States of America
| | - Catherine A. Staton
- Department of Emergency Medicine, Duke University Medical Center, Durham, North Carolina, United States of America
- Global Emergency Medicine Innovation and Implementation (GEMINI) Research Center, Duke University Medical Center, Durham, North Carolina, United States of America
- Duke Global Health Institute, Duke University, Durham, North Carolina, United States of America
| | - Blandina T. Mmbaga
- Kilimanjaro Christian Medical Centre, Moshi, Tanzania
- Kilimanjaro Christian Medical University College, Moshi, Tanzania
- Duke Global Health Institute, Duke University, Durham, North Carolina, United States of America
- Kilimanjaro Clinical Research Institute, Moshi, Tanzania
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Vissoci JRN, Friedman K, Caruzzo NM, de Oliveira LP, Pauley A, Zadey S, Menegassi V, Sakita F, Boshe J, Staton CA, Mmbaga B. Clinical evaluation of the alcohol use disorders identification test (AUDIT) in Moshi, Tanzania. PLoS One 2023; 18:e0287835. [PMID: 37939063 PMCID: PMC10631671 DOI: 10.1371/journal.pone.0287835] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2022] [Accepted: 06/14/2023] [Indexed: 11/10/2023] Open
Abstract
BACKGROUND Alcohol use disorder is a major cause of morbidity and mortality in low- and middle-income countries. Alcohol screening using a validated tool is a useful way to capture high-risk patients and engage them in early harm reduction interventions. Our objectives were to 1) evaluate the psychometric evidence the Alcohol Use Disorders Identification Test (AUDIT) and its subscales in the general population of Moshi, Tanzania, and 2) evaluate the usefulness of the tool at predicting alcohol-related harms. METHODS Two hundred and fifty-nine adults living in Moshi, Tanzania were included in the study. We used the AUDIT and its subscales to determine the classification of harmful and hazardous drinking. To analyze the internal structure of AUDIT and the model adequacy we used Confirmatory Factor Analysis (CFA). The reliability of AUDIT was analyzed for Cronbach's alpha, Omega 6 and Composite Reliability. The optimal cut off point for the AUDIT was determined by the receiver operating characteristic (ROC) curve, using the Youden approach to maximize sensitivity and specificity. RESULTS The median score of the AUDIT was 1 (inter-quartile range: 0-7). The internal structure of the AUDIT showed factor loadings ranging from 0.420 to 0.873. Cronbach's alpha, Omega and Composite Reliability produced values above 0.70. The Average Variance Extracted was 0.530. For the AUDIT, a score of 8 was identified as the ideal cut-off value in our population. CONCLUSIONS This study validates AUDIT in the general population of Moshi and is one of the only studies in Africa to include measures of the internal structure of the AUDIT and its subscales.
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Affiliation(s)
- Joao Ricardo Nickenig Vissoci
- Duke Global Health Institute, Duke University, Durham, NC, United States of America
- Duke Emergency Medicine, Duke University Medical Center, Durham, NC, United States of America
- Global Emergency Medicine Innovation and Implementation (GEMINI) Research Center, Duke University Durham, NC, United States of America
| | - Kaitlyn Friedman
- Duke Global Health Institute, Duke University, Durham, NC, United States of America
| | | | | | - Alena Pauley
- Duke Global Health Institute, Duke University, Durham, NC, United States of America
- Global Emergency Medicine Innovation and Implementation (GEMINI) Research Center, Duke University Durham, NC, United States of America
| | - Siddhesh Zadey
- Duke Emergency Medicine, Duke University Medical Center, Durham, NC, United States of America
- Global Emergency Medicine Innovation and Implementation (GEMINI) Research Center, Duke University Durham, NC, United States of America
| | | | | | - Judith Boshe
- Kilimanjaro Christian Medical Centre, Moshi, Tanzania
| | - Catherine A. Staton
- Duke Global Health Institute, Duke University, Durham, NC, United States of America
- Duke Emergency Medicine, Duke University Medical Center, Durham, NC, United States of America
- Global Emergency Medicine Innovation and Implementation (GEMINI) Research Center, Duke University Durham, NC, United States of America
| | - Blandina Mmbaga
- Duke Global Health Institute, Duke University, Durham, NC, United States of America
- Kilimanjaro Christian Medical Centre, Moshi, Tanzania
- Kilimanjaro Clinical Research Institute, Moshi, Tanzania
- Kilimanjaro Christian Medical University College, Moshi, Tanzania
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Pauley A, Thatcher EC, Sarafian JT, Zadey S, Shayo F, Mmbaga BT, Sakita F, Boshe J, Vissoci JRN, Staton CA. Alcohol use among emergency medicine department patients in Tanzania: A comparative analysis of injury versus non-injury patients. PLOS GLOBAL PUBLIC HEALTH 2023; 3:e0001900. [PMID: 37910469 PMCID: PMC10619788 DOI: 10.1371/journal.pgph.0001900] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/16/2023] [Accepted: 09/19/2023] [Indexed: 11/03/2023]
Abstract
BACKGROUND Alcohol is a leading behavioral risk factor for death and disability worldwide. Tanzania has few trained personnel and resources for treating unhealthy alcohol use. In Emergency Medicine Departments (EMDs), alcohol is a well-known risk factor for injury patients. At Kilimanjaro Christian Medical Center (KCMC) in Moshi, Tanzania, 30% of EMD injury patients (IP) test positive for alcohol upon arrival to the ED. While the IP population is prime for EMD-based interventions, there is limited data on if non-injury patients (NIP) have similar alcohol use behavior and potentially benefit from screening and intervention as well. METHODS This was a secondary analysis of a systematic random sampling of adult (≥18 years old), KiSwahili speaking, KCMC EMD patients surveyed between October 2021 and May 2022. When medically stable and clinically sober, participants provided informed consent. Information on demographics (sex, age, years of education, type of employment, income, marital status, tribe, and religion), injury status, self-reported alcohol use, and Alcohol Use Disorder (AUD) Identification Test (AUDIT) scores were collected. Descriptive statistics were analyzed in RStudio using frequencies and proportions. RESULTS Of the 376 patients enrolled, 59 (15.7%) presented with an injury. The IP and NIP groups did not differ in any demographics except sex, an expected difference as females were intentionally oversampled in the original study design. The mean [SD] AUDIT score (IP: 5.8 [6.6]; NIP: 3.9 [6.1]), drinks per week, and proportion of AUDIT ≥8 was higher for IP (IP:37%; NIP: 21%). However, alcohol preferences, drinking quantity, weekly expenditure on alcohol, perceptions of unhealthy alcohol use, attempts and reasons to quit, and treatment seeking were comparable between IPs and NIPs. CONCLUSION Our data suggests 37% of injury and 20% of non-injury patients screen positive for harmful or hazardous drinking in our setting. An EMD-based alcohol treatment and referral process could be beneficial to reduce this growing behavioral risk factor in non-injury as well as injury populations.
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Affiliation(s)
- Alena Pauley
- Duke Global Health Institute, Duke University, Durham, North Carolina, United States of America
| | - Emily C. Thatcher
- Duke Department of Surgery, Duke University Medical Center, Durham, North Carolina, United States of America
| | - Joshua T. Sarafian
- Duke Global Health Institute, Duke University, Durham, North Carolina, United States of America
| | - Siddhesh Zadey
- Duke Global Health Institute, Duke University, Durham, North Carolina, United States of America
- Duke Department of Surgery, Duke University Medical Center, Durham, North Carolina, United States of America
| | - Frida Shayo
- Kilimanjaro Christian Medical Center, Moshi, Tanzania
- Kilimanjaro Christian Medical University College, Moshi, Tanzania
| | - Blandina T. Mmbaga
- Kilimanjaro Christian Medical Center, Moshi, Tanzania
- Kilimanjaro Christian Medical University College, Moshi, Tanzania
- Kilimanjaro Clinical Research Institute, Moshi, Tanzania
| | - Francis Sakita
- Kilimanjaro Christian Medical Center, Moshi, Tanzania
- Kilimanjaro Christian Medical University College, Moshi, Tanzania
| | - Judith Boshe
- Kilimanjaro Christian Medical Center, Moshi, Tanzania
- Kilimanjaro Christian Medical University College, Moshi, Tanzania
| | - João Ricardo Nickenig Vissoci
- Duke Global Health Institute, Duke University, Durham, North Carolina, United States of America
- Duke Department of Surgery, Duke University Medical Center, Durham, North Carolina, United States of America
| | - Catherine A. Staton
- Duke Global Health Institute, Duke University, Durham, North Carolina, United States of America
- Duke Department of Surgery, Duke University Medical Center, Durham, North Carolina, United States of America
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Pauley A, Buono M, West K, Metcalf M, Rent S, Kilasara J, Sawe Y, Mikindo M, Mmbaga BT, Boshe J, Vissoci JRN, Staton CA. A mixed-methods comparison of gender differences in alcohol consumption and drinking characteristics among patients in Moshi, Tanzania. PLOS GLOBAL PUBLIC HEALTH 2023; 3:e0002009. [PMID: 37874782 PMCID: PMC10597514 DOI: 10.1371/journal.pgph.0002009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/12/2023] [Accepted: 09/05/2023] [Indexed: 10/26/2023]
Abstract
Excessive alcohol use stands as a serious threat to individual and community well-being, having been linked to a wide array of physical, social, mental, and economic harms. Alcohol consumption differs by gender, a trend seen both globally and in Moshi, Tanzania, a region with especially high rates of intake and few resources for alcohol-related care. To develop effective gender-appropriate treatment interventions, differences in drinking behaviors between men and women must be better understood. Our study aims to identify and explore gender-based discrepancies in alcohol consumption among Kilimanjaro Christian Medical Center (KCMC) patients. A systematic random sampling of adult patients presenting to KCMC's Emergency Department (ED) or Reproductive Health Center (RHC) was conducted from October 2021 until May 2022. Patients answered demographic and alcohol use-related questions and completed brief surveys, including the Alcohol Use Disorder Identification Test (AUDIT). Through purposeful sampling, 19 individuals also participated in in-depth interviews (IDIs) that focused on identifying gender differences in alcohol use. Quantitative data was analyzed in RStudio through descriptive frequencies, proportions, ANOVA, and Chi-squared tests, while IDIs were analyzed in Nvivo following a grounded theory approach. During the 8-month data collection timeline, 676 patients were enrolled. Men and women patients at KCMC's ED and RHC were found to have significant differences in their alcohol use behaviors. For our quantitative data, this included lower average AUDIT scores among women (average [SD] AUDIT scores were 6.76 [8.16] among ED men, 3.07 [4.76] among ED women, and 1.86 [3.46] among RHC women). A subsequent IDI analysis revealed greater social restrictions around women's drinking and more secretive alcohol use behaviors for where and when women would drink. For men, excess drinking was normalized within Moshi, tied to men's social interactions with other men, and generally motivated by stress, social pressure, and despair over lack of opportunity. Significant gender differences in drinking behaviors were found, primarily influenced by sociocultural norms. These dissimilarities in alcohol use suggest that future alcohol-related programs should incorporate gender in their conceptualization and implementation.
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Affiliation(s)
- Alena Pauley
- Duke Global Health Institute, Duke University, Durham, North Carolina, United States of America
| | - Mia Buono
- Duke Global Health Institute, Duke University, Durham, North Carolina, United States of America
| | - Kirstin West
- Duke Global Health Institute, Duke University, Durham, North Carolina, United States of America
| | - Madeline Metcalf
- Duke Global Health Institute, Duke University, Durham, North Carolina, United States of America
| | - Sharla Rent
- Duke Global Health Institute, Duke University, Durham, North Carolina, United States of America
- Duke Department of Pediatrics, Duke University Medical Center, Durham, North Carolina, United States of America
| | - Joseph Kilasara
- Kilimanjaro Christian Medical Center, Moshi, Tanzania
- Kilimanjaro Christian Medical University College, Moshi, Tanzania
| | - Yvonne Sawe
- Kilimanjaro Christian Medical Center, Moshi, Tanzania
| | | | - Blandina T. Mmbaga
- Kilimanjaro Christian Medical Center, Moshi, Tanzania
- Kilimanjaro Christian Medical University College, Moshi, Tanzania
- Kilimanjaro Clinical Research Institute, Moshi, Tanzania
| | - Judith Boshe
- Kilimanjaro Christian Medical Center, Moshi, Tanzania
- Kilimanjaro Christian Medical University College, Moshi, Tanzania
| | - João Ricardo Nickenig Vissoci
- Duke Global Health Institute, Duke University, Durham, North Carolina, United States of America
- Duke Department of Surgery, Duke University Medical Center, Durham, North Carolina, United States of America
| | - Catherine A. Staton
- Duke Global Health Institute, Duke University, Durham, North Carolina, United States of America
- Duke Department of Surgery, Duke University Medical Center, Durham, North Carolina, United States of America
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Zimmerman A, Elahi C, Hernandes Rocha TA, Sakita F, Mmbaga BT, Staton CA, Vissoci JRN. Machine learning models to predict traumatic brain injury outcomes in Tanzania: Using delays to emergency care as predictors. PLOS GLOBAL PUBLIC HEALTH 2023; 3:e0002156. [PMID: 37856444 PMCID: PMC10586611 DOI: 10.1371/journal.pgph.0002156] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Accepted: 09/13/2023] [Indexed: 10/21/2023]
Abstract
Constraints to emergency department resources may prevent the timely provision of care following a patient's arrival to the hospital. In-hospital delays may adversely affect health outcomes, particularly among trauma patients who require prompt management. Prognostic models can help optimize resource allocation thereby reducing in-hospital delays and improving trauma outcomes. The objective of this study was to investigate the predictive value of delays to emergency care in machine learning based traumatic brain injury (TBI) prognostic models. Our data source was a TBI registry from Kilimanjaro Christian Medical Centre Emergency Department in Moshi, Tanzania. We created twelve unique variables representing delays to emergency care and included them in eight different machine learning based TBI prognostic models that predict in-hospital outcome. Model performance was compared using the area under the receiver operating characteristic curve (AUC). Inclusion of our twelve time to care variables improved predictability in each of our eight prognostic models. Our Bayesian generalized linear model produced the largest AUC, with a value of 89.5 (95% CI: 88.8, 90.3). Time to care variables were among the most important predictors of in-hospital outcome in our best three performing models. In low-resource settings where delays to care are highly prevalent and contribute to high mortality rates, incorporation of care delays into prediction models that support clinical decision making may benefit both emergency medicine physicians and trauma patients by improving prognostication performance.
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Affiliation(s)
- Armand Zimmerman
- Duke Global Health Institute, Duke University, Durham, North Carolina, United States of America
| | - Cyrus Elahi
- Duke Global Health Institute, Duke University, Durham, North Carolina, United States of America
| | | | | | - Blandina T. Mmbaga
- Kilimanjaro Christian Medical Centre, Moshi, Tanzania
- Kilimanjaro Clinical Research Institute, Moshi, Tanzania
| | - Catherine A. Staton
- Duke Global Health Institute, Duke University, Durham, North Carolina, United States of America
- Division of Emergency Medicine, Department of Surgery, Duke University School of Medicine, Durham, North Carolina, United States of America
| | - Joao Ricardo Nickenig Vissoci
- Duke Global Health Institute, Duke University, Durham, North Carolina, United States of America
- Division of Emergency Medicine, Department of Surgery, Duke University School of Medicine, Durham, North Carolina, United States of America
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Pauley A, Metcalf M, Buono M, Rent S, Mikindo M, Sawe Y, Kilasara J, Boshe J, Staton CA, Mmbaga BT. " When a man drinks alcohol it's cool but when a woman drinks she is a hoe": A Qualitative Exploration of Alcohol, Gender, Stigma, and Sexual Assault in Moshi, Tanzania. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.08.24.23294562. [PMID: 37693439 PMCID: PMC10491279 DOI: 10.1101/2023.08.24.23294562] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/12/2023]
Abstract
Background Alcohol's ever-increasing global use poses a distinct threat to human well-being, with intake and associated burdens rising especially quickly in low- and middle-income countries like Tanzania. Prior research has shown alcohol use and related consequences differ by gender in Moshi, Tanzania, with important implications for both clinical care and future alcohol-reduction interventions. This study builds upon this knowledge by providing a deeper understanding of how gender differences affect alcohol-related stigma and sexual assault among Emergency Department (ED) and Reproductive Health Center (RHC) patients at Kilimanjaro Christian Medical Center (KCMC) in Moshi. Methods In-depth interviews (IDIs) were conducted among ED and RHC KCMC patients (n = 19) selected for participation via purposive sampling. A mix of inductive and deductive coding schemes was used to identify themes and subthemes. All data were analyzed through a grounded theory approach. Results Gender roles that linked men with financial responsibilities and women with child caretaking led to different expectations on alcohol intake, with alcohol use normalized for men but vilified for women. Women who drank, for example, were deemed poor mothers and undesirable spouses. Patients likewise emphasized that both alcohol-related stigma and sexual violence disproportionately impacted women, the latter fueled through alcohol use, with serious and lasting acts of discrimination and isolation from community members seen among women alcohol users but not for men. Conclusion Women alcohol users in Moshi are subject to severe social consequences, facing disproportionate stigma and sexual violence as compared to men. Alcohol-related treatment for women should be mindful of the disproportionate burdens present in this context and incorporate strategies to address and/or mitigate these harms in subsequent care and interventions.
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Affiliation(s)
- Alena Pauley
- Global Emergency Medicine Innovation and Implementation Research Center, Duke Global Health Institute, Duke University, Durham, NC USA
| | - Madeline Metcalf
- Global Emergency Medicine Innovation and Implementation Research Center, Duke Global Health Institute, Duke University, Durham, NC USA
| | - Mia Buono
- Global Emergency Medicine Innovation and Implementation Research Center, Duke Global Health Institute, Duke University, Durham, NC USA
| | - Sharla Rent
- Global Emergency Medicine Innovation and Implementation Research Center, Duke Global Health Institute, Duke University, Durham, NC USA
- Duke Department of Pediatrics, Duke University Medical Center, Durham, NC USA
| | | | - Yvonne Sawe
- Kilimanjaro Christian Medical Center, Moshi, Tanzania
| | - Joseph Kilasara
- Kilimanjaro Christian Medical Center, Moshi, Tanzania
- Department of Clinical Nursing, Kilimanjaro Christian Medical University College, Moshi, Tanzania
| | - Judith Boshe
- Kilimanjaro Christian Medical Center, Moshi, Tanzania
- Kilimanjaro Clinical Research Institute, Moshi, Tanzania
| | - Catherine A. Staton
- Global Emergency Medicine Innovation and Implementation Research Center, Duke Global Health Institute, Duke University, Durham, NC USA
- Duke Department of Emergency Medicine, Duke University Medical Center, Durham, NC USA
| | - Blandina T. Mmbaga
- Global Emergency Medicine Innovation and Implementation Research Center, Duke Global Health Institute, Duke University, Durham, NC USA
- Kilimanjaro Christian Medical Center, Moshi, Tanzania
- Kilimanjaro Clinical Research Institute, Moshi, Tanzania
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11
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Staton CA, Friedman K, Phillips AJ, Minnig MC, Sakita FM, Ngowi KM, Suffoletto B, Hirshon JM, Swahn M, Mmbaga BT, Vissoci JRN. Feasibility of a pragmatic randomized adaptive clinical trial to evaluate a brief negotiational interview for harmful and hazardous alcohol use in Moshi, Tanzania. PLoS One 2023; 18:e0288458. [PMID: 37535693 PMCID: PMC10399826 DOI: 10.1371/journal.pone.0288458] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2022] [Accepted: 06/26/2023] [Indexed: 08/05/2023] Open
Abstract
INTRODUCTION Low-resourced settings often lack personnel and infrastructure for alcohol use disorder treatment. We culturally adapted a Brief Negotiational Interview (BNI) for Emergency Department injury patients, the "Punguza Pombe Kwa Afya Yako (PPKAY)" ("Reduce Alcohol For Your Health") in Tanzania. This study aimed to evaluate the feasibility of a pragmatic randomized adaptive controlled trial of the PPKAY intervention. MATERIALS AND METHODS This feasibility trial piloted a single-blind, parallel, adaptive, and multi-stage, block-randomized controlled trial, which will subsequently be used to determine the most effective intervention, with or without text message booster, to reduce alcohol use among injury patients. We reported our feasibility pilot study using the Reach, Effectiveness, Adoption, Implementation, Maintenance (RE-AIM) framework, with recruitment and retention rates being our primary and secondary outcomes. We enrolled adult patients seeking care for an acute injury at the Kilimanjaro Christian Medical Center in Tanzania if they (1) exhibited an Alcohol Use Disorder Identification Test (AUDIT) ≥8, (2) disclosed alcohol use prior to injury, or (3) had a breathalyzer ≥0.0 on arrival. Intervention arms were usual care (UC), PPKAY, PPKAY with standard text booster, or a PPKAY with a personalized text booster. RESULTS Overall, 181 patients were screened and 75 enrolled with 80% 6-week, 82.7% 3-month and 84% 6-month follow-up rates showing appropriate Reach and retention. Adoption measures showed an overwhelmingly positive patient acceptance with 100% of patients perceiving a positive impact on their behavior. The Implementation and trial processes were performed with high rates of PPKAY fidelity (76%) and SMS delivery (74%). Intervention nurses believed Maintenance and sustainability of this 30-minute, low-cost intervention and adaptive clinical trial were feasible. CONCLUSIONS Our intervention and trial design are feasible and acceptable, have evidence of good fidelity, and did not show problematic deviations in protocol. Results suggest support for undertaking a full trial to evaluate the effectiveness of the PPKAY, a nurse-driven BNI in a low-income country. TRIAL REGISTRATION Trial registration number NCT02828267. https://classic.clinicaltrials.gov/ct2/show/NCT02828267.
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Affiliation(s)
- Catherine A. Staton
- Division of Emergency Medicine, Duke University School of Medicine, Durham, NC, United States of America
- Duke Global Health Institute, Duke University, Durham, NC, United States of America
| | - Kaitlyn Friedman
- Duke Global Health Institute, Duke University, Durham, NC, United States of America
| | - Ashley J. Phillips
- Division of Emergency Medicine, Duke University School of Medicine, Durham, NC, United States of America
| | | | | | | | - Brian Suffoletto
- Department of Emergency Medicine, University of Pittsburgh School of Medicine, Pittbsurgh, PA, United States of America
| | - Jon Mark Hirshon
- Department of Emergency Medicine, University of Maryland School of Medicine, Baltimore MD, United States of America
| | - Monica Swahn
- Department of Epidemiology, Georgia State University School of Public Health, Atlanta, GA, United States of America
| | - Blandina T. Mmbaga
- Duke Global Health Institute, Duke University, Durham, NC, United States of America
- Kilimanjaro Christian Medical Centre, Moshi, Tanzania
- Kilimanjaro Clinical Research Institute, Moshi, Tanzania
- Kilimanjaro Christian Medical University College, Moshi, Tanzania
| | - Joao Ricardo Nickenig Vissoci
- Division of Emergency Medicine, Duke University School of Medicine, Durham, NC, United States of America
- Duke Global Health Institute, Duke University, Durham, NC, United States of America
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12
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Pauley A, Buono M, West K, Metcalf M, Rent S, Kilasara J, Sawe Y, Mikindo M, Mmbaga BT, Boshe J, Vissoci JRN, Staton CA. A Mixed-Methods Comparison of Gender Differences in Alcohol Consumption and Drinking Characteristics among Patients in Moshi, Tanzania. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.05.12.23289897. [PMID: 37292832 PMCID: PMC10246062 DOI: 10.1101/2023.05.12.23289897] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Background Excessive alcohol use stands as a serious threat to individual and community well-being, having been linked to a wide array of physical, social, mental, and economic harms. Alcohol consumption differs by gender, a trend seen both globally and in Moshi, Tanzania, a region with especially high rates of intake and few resources for alcohol-related care. To develop effective gender-appropriate treatment interventions, differences in drinking behaviors between men and women must be better understood. Our study aims to identify and explore gender-based discrepancies in alcohol consumption among Kilimanjaro Christian Medical Center (KCMC) patients. Methods A systematic random sampling of adult patients presenting to KCMC's Emergency Department (ED) or Reproductive Health Center (RHC) was conducted from October 2020 until May 2021. Patients answered demographic and alcohol use-related questions and completed brief surveys including the Alcohol Use Disorder Identification Test (AUDIT). Through purposeful sampling, 19 subjects also participated in in-depth interviews (IDIs) focused on identifying gender differences in alcohol use. Results During the 8-month data collection timeline, 655 patients were enrolled. Men and women patients at KCMC's ED and RHC were found to have significant differences in their alcohol use behaviors including lower rates of consumption among women, (average [SD] AUDIT scores were 6.76 [8.16] among ED men, 3.07 [4.76] among ED women, and 1.86 [3.46] among RHC women), greater social restrictions around women's drinking, and more secretive alcohol use behaviors for where and when women would drink. For men, excess drinking was normalized within Moshi, tied to men's social interactions with other men, and generally motivated by stress, social pressure, and despair over lack of opportunity. Conclusion Significant gender differences in drinking behaviors were found, primarily influenced by sociocultural norms. These dissimilarities in alcohol use suggest that future alcohol-related programs should incorporate gender in their conceptualization and implementation.
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Affiliation(s)
- Alena Pauley
- Duke Global Health Institute, Duke University, Durham, NC USA
| | - Mia Buono
- Duke Global Health Institute, Duke University, Durham, NC USA
| | - Kirstin West
- Duke Global Health Institute, Duke University, Durham, NC USA
| | | | - Sharla Rent
- Duke Global Health Institute, Duke University, Durham, NC USA
- Duke Department of Pediatrics, Duke University Medical Center, Durham, NC USA
| | - Joseph Kilasara
- Kilimanjaro Christian Medical Center, Moshi, Tanzania
- Kilimanjaro Christian Medical University College, Moshi, Tanzania
| | - Yvonne Sawe
- Kilimanjaro Christian Medical Center, Moshi, Tanzania
| | | | - Blandina T Mmbaga
- Kilimanjaro Christian Medical Center, Moshi, Tanzania
- Kilimanjaro Clinical Research Institute, Moshi, Tanzania
- Kilimanjaro Christian Medical University College, Moshi, Tanzania
| | - Judith Boshe
- Kilimanjaro Christian Medical Center, Moshi, Tanzania
- Kilimanjaro Christian Medical University College, Moshi, Tanzania
| | - João Ricardo Nickenig Vissoci
- Duke Global Health Institute, Duke University, Durham, NC USA
- Duke Department of Surgery, Duke University Medical Center, Durham, NC USA
| | - Catherine A Staton
- Duke Global Health Institute, Duke University, Durham, NC USA
- Duke Department of Surgery, Duke University Medical Center, Durham, NC USA
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Allen BC, Cummer E, Sarma AK. Traumatic Brain Injury in Select Low- and Middle-Income Countries: A Narrative Review of the Literature. J Neurotrauma 2023; 40:602-619. [PMID: 36424896 DOI: 10.1089/neu.2022.0068] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
Abstract
Low- and middle-income countries (LMICs) experience the majority of traumatic brain injuries (TBIs), yet few studies have examined the epidemiology and management strategies of TBI in LMICs. The objective of this narrative review is to discuss the epidemiology of TBI within LMICs, describe the adherence to Brain Trauma Foundation (BTF) guidelines for the management of severe TBI in LMICs, and document TBI management strategies currently used in LMICs. Articles from January 1, 2009 to September 30, 2021 that included patients with TBI greater than 18 years of age in low-, low middle-, and high middle-income countries were queried in PubMed. Search results demonstrated that TBI in LMICs mostly impacts young males involved in road traffic accidents. Within LMICs there are a myriad of approaches to managing TBI with few randomized controlled trials performed within LMICs to evaluate those interventions. More studies are needed in LMICs to establish the effectiveness and appropriateness of BTF guidelines for managing TBI and to help identify methods for managing TBI that are appropriate in low-resource settings. The problem of limited pre- and post-hospital care is a bigger challenge that needs to be considered while addressing management of TBI in LMICs.
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Affiliation(s)
- Beddome C Allen
- Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
| | - Elaina Cummer
- Department of Pediatrics, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
| | - Anand K Sarma
- Wake Forest School of Medicine, Winston-Salem, North Carolina, USA.,Department of Neurology, Division of Neurocritical Care, Atrium Health Wake Forest Baptist Hospital, Winston-Salem, North Carolina, USA
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14
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Rallo MS, Strong MJ, Teton ZE, Murazsko K, Nanda A, Liau L, Rosseau G. Targeted Public Health Training for Neurosurgeons: An Essential Task for the Prioritization of Neurosurgery in the Evolving Global Health Landscape. Neurosurgery 2023; 92:10-17. [PMID: 36519856 DOI: 10.1227/neu.0000000000002169] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2022] [Accepted: 07/29/2022] [Indexed: 12/23/2022] Open
Abstract
The gap between the tremendous burden of neurological disease requiring surgical management and the limited capacity for neurosurgical care has fueled the growth of the global neurosurgical movement. It is estimated that an additional 23 300 neurosurgeons are needed to meet the burden posed by essential cases across the globe. Initiatives to increase neurosurgical capacity through systems strengthening and workforce development are key elements in correcting this deficit. Building on the growing interest in global health among neurosurgical trainees, we propose the integration of targeted public health education into neurosurgical training, in both high-income countries and low- and middle-income countries. This effort will ensure that graduates possess the fundamental skillsets and experience necessary to participate in and lead capacity-building efforts in the developing countries. This additional public health training can also help neurosurgical residents to achieve the core competencies outlined by accreditation boards, such as the Accreditation Committee on Graduate Medical Education in the United States. In this narrative review, we describe the global burden of neurosurgical disease, establish the need and role for the global neurosurgeon, and discuss pathways for implementing targeted global public health education in the field of neurosurgery.
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Affiliation(s)
- Michael S Rallo
- Department of Neurological Surgery, Rutgers Robert Wood Johnson Medical School, New Brunswick, New Jersey, USA
| | - Michael J Strong
- Department of Neurosurgery, University of Michigan, Ann Arbor, Michigan, USA
| | - Zoe E Teton
- Department of Neurosurgery, University of California - Los Angeles, Los Angeles, California, USA
| | - Karin Murazsko
- Department of Neurosurgery, University of Michigan, Ann Arbor, Michigan, USA
| | - Anil Nanda
- Department of Neurological Surgery, Rutgers Robert Wood Johnson Medical School, New Brunswick, New Jersey, USA
| | - Linda Liau
- Department of Neurosurgery, University of California - Los Angeles, Los Angeles, California, USA
| | - Gail Rosseau
- Department of Neurological Surgery, George Washington University School of Medicine and Health Sciences, Washington, District of Columbia, USA
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Zimmerman A, Barcenas LK, Pesambili M, Sakita F, Mallya S, Vissoci JRN, Park L, Mmbaga BT, Bettger JP, Staton CA. Injury characteristics and their association with clinical complications among emergency care patients in Tanzania. Afr J Emerg Med 2022; 12:378-386. [PMID: 36091971 PMCID: PMC9445286 DOI: 10.1016/j.afjem.2022.08.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2021] [Revised: 08/02/2022] [Accepted: 08/14/2022] [Indexed: 11/26/2022] Open
Abstract
Background Over 5 million people annually die from injuries and millions more sustain non-fatal injuries requiring medical care. Ninety percent of injury deaths occur in low- and middle-income countries (LMICs). This study describes the characteristics, predictors and outcomes of adult acute injury patients presenting to a tertiary referral hospital in a low-income country in sub-Saharan Africa. Methods This secondary analysis uses an adult acute injury registry from Kilimanjaro Christian Medical Centre (KCMC) in Moshi, Tanzania. We describe this patient sample in terms of socio-demographics, clinical indicators, injury patterns, treatments, and outcomes at hospital discharge. Outcomes include mortality, length of hospital stay, and functional independence. Associations between patient characteristics and patient outcomes are quantified using Cox proportional hazards models, negative binomial regression, and multivariable logistic regression. Results Of all injury patients (n=1365), 39.0% were aged 30 to 49 years and 81.5% were men. Most patients had at least a primary school education (89.6%) and were employed (89.3%). A majority of injuries were road traffic (63.2%), fall (16.8%), or assault (14.0%) related. Self-reported comorbidities included hypertension (5.8%), HIV (3.1%), and diabetes (2.3%). Performed surgeries were classified as orthopedic (32.3%), general (4.1%), neurological (3.7%), or other (59.8%). Most patients reached the hospital at least four hours after injury occurred (53.9%). Mortality was 5.3%, median length of hospital stay was 6.1 days (IQR: 3.1, 15.0), self-care dependence was 54.2%, and locomotion dependence was 41.5%. Conclusions Our study sample included primarily young men suffering road traffic crashes with delayed hospital presentations and prolonged hospital stays. Being older, male, and requiring non-orthopedic surgeries or having HIV portends a worse prognosis. Prevention and treatment focused interventions to reduce the burden of injury mortality and morbidity at KCMC are needed to lower injury rates and improve injury outcomes.
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Affiliation(s)
- Armand Zimmerman
- Duke Global Health Institute, Duke University, Durham, North Carlina, United States
| | - Loren K. Barcenas
- Duke Global Health Institute, Duke University, Durham, North Carlina, United States
| | | | | | - Simon Mallya
- Kilimanjaro Christian Medical Centre, Moshi, Tanzania
| | - Joao Ricardo Nickenig Vissoci
- Duke Global Health Institute, Duke University, Durham, North Carlina, United States
- Department of Emergency Medicine, Duke University Medical Center, Durham, North Carolina, United States
| | - Lawrence Park
- Duke Global Health Institute, Duke University, Durham, North Carlina, United States
| | - Blandina T. Mmbaga
- Kilimanjaro Christian Medical Centre, Moshi, Tanzania
- Kilimanjaro Clinical Research Institute, Moshi, Tanzania
| | - Janet Prvu Bettger
- Duke Global Health Institute, Duke University, Durham, North Carlina, United States
| | - Catherine A. Staton
- Duke Global Health Institute, Duke University, Durham, North Carlina, United States
- Department of Emergency Medicine, Duke University Medical Center, Durham, North Carolina, United States
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Staton CA, Minnig MC, Phillips AJ, Kozhumam AS, Pesambili M, Suffoletto B, Mmbaga BT, Ngowi K, Vissoci JRN. Feasibility of SMS booster for alcohol reduction in injury patients in Tanzania. PLOS GLOBAL PUBLIC HEALTH 2022; 2:e0000410. [PMID: 36962731 PMCID: PMC10022354 DOI: 10.1371/journal.pgph.0000410] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/19/2021] [Accepted: 10/29/2022] [Indexed: 12/02/2022]
Abstract
Alcohol use is associated with 3 million annual deaths globally. Harmful alcohol use, which is associated with a high burden of disease in low- and middle-income countries (LMICs), often increases the probability of traumatic injury. Treatments for harmful alcohol use in LMICs, such as Tanzania, lack trained personnel and adequate infrastructure. The aim of this study was to assess the feasibility of using SMS boosters to augment a hospital based brief negotiational intervention (BNI) in this low resourced setting. We conducted a three stage, four arm feasibility trial of a culturally adapted BNI for injury patients with harmful and hazardous drinking admitted to Kilimanjaro Christian Medical Centre (KCMC) in Moshi, Tanzania. Post hospital discharge, two of the four arms included patients receiving either a standard or personalized short message service (SMS) booster to enhance and or perpetuate the effect of the in-hospital BNI. Text messages were sent weekly throughout a 3-month follow-up period. SMS feasibility was assessed according to the TIDier checklist evaluating what, when, how much, tailoring processes, modifications and how well (intervention fidelity). Data was collected with SMS logs and short answer surveys to participants. A total of 41 study participants were assigned to each receive 12 SMS over a three-month period; 38 received messages correctly, 3 did not receive intended messages, and 1 received a message who was not intended to. Of the 258 attempted texts, 73% were successfully sent through the messaging system. Of the messages that failed delivery, the majority were not able to be sent due to participants traveling out of cellular service range or turning off their phones. Participants interviewed in both booster arms reported that messages were appropriate, and that they would appreciate the continuation of such reminders. At 6-month follow-up, 100% (n = 11) of participants interviewed believed that the boosters had a positive impact on their behavior, with 90% reporting a large impact. This study demonstrated feasibility and acceptability of the integration of SMS mobile health technology to supplement this type of nurse-led BNI. SMS booster is a practical tool that can potentially prolong the impact of a brief hospital based intervention to enact behavioral change in injury patients with AUD.
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Affiliation(s)
- Catherine A. Staton
- Department of Emergency Medicine, Duke University School of Medicine, Durham, North Carolina, United States of America
- Duke Global Health Institute, Duke University, Durham, North Carolina, United States of America
| | - Mary Catherine Minnig
- Duke Global Health Institute, Duke University, Durham, North Carolina, United States of America
| | - Ashley J. Phillips
- Department of Emergency Medicine, Duke University School of Medicine, Durham, North Carolina, United States of America
| | - Arthi S. Kozhumam
- Duke Global Health Institute, Duke University, Durham, North Carolina, United States of America
| | | | - Brian Suffoletto
- Department of Emergency Medicine, Stanford University, California, United States of America
| | - Blandina T. Mmbaga
- Duke Global Health Institute, Duke University, Durham, North Carolina, United States of America
- Kilimanjaro Christian Medical Center, Moshi, Tanzania
- Kilimanjaro Clinical Research Institute, Moshi, Tanzania
- Kilimanjaro Christian Medical University College, Moshi, Tanzania
| | - Kennedy Ngowi
- Kilimanjaro Clinical Research Institute, Moshi, Tanzania
| | - Joao Ricardo Nickenig Vissoci
- Department of Emergency Medicine, Duke University School of Medicine, Durham, North Carolina, United States of America
- Duke Global Health Institute, Duke University, Durham, North Carolina, United States of America
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Kazibwe J, Shah HA, Kuwawenaruwa A, Schell CO, Khalid K, Tran PB, Ghosh S, Baker T, Guinness L. Resource use, availability and cost in the provision of critical care in Tanzania: a systematic review. BMJ Open 2022; 12:e060422. [PMID: 36414306 PMCID: PMC9684998 DOI: 10.1136/bmjopen-2021-060422] [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: 12/28/2021] [Accepted: 10/21/2022] [Indexed: 11/23/2022] Open
Abstract
OBJECTIVES Critical care is essential in saving lives of critically ill patients, however, provision of critical care across lower resource settings can be costly, fragmented and heterogenous. Despite the urgent need to scale up the provision of critical care, little is known about its availability and cost. Here, we aim to systematically review and identify reported resource use, availability and costs for the provision of critical care and the nature of critical care provision in Tanzania. DESIGN This is a systematic review following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines. DATA SOURCES Medline, Embase and Global Health databases were searched covering the period 2010 to 17 November 2020. ELIGIBILITY CRITERIA We included studies that reported on forms of critical care offered, critical care services offered and/or costs and resources used in the provision of care in Tanzania published from 2010. DATA EXTRACTION AND SYNTHESIS Quality assessment of the articles and data extraction was done by two independent researchers. The Reference Case for Estimating the Costs of Global Health Services and Interventions was used to assess quality of included studies. A narrative synthesis of extracted data was conducted. Costs were adjusted and reported in 2019 US$ and TZS using the World Bank GDP deflators. RESULTS A total 31 studies were found to fulfil the inclusion and exclusion criteria. Critical care identified in Tanzania was categorised into: intensive care unit (ICU) delivered critical care and non-ICU critical care. The availability of ICU delivered critical care was limited to urban settings whereas non-ICU critical care was found in rural and urban settings. Paediatric critical care equipment was more scarce than equipment for adults. 15 studies reported on the costs of services related to critical care yet no study reported an average or unit cost of critical care. Costs of medication, equipment (eg, oxygen, personal protective equipment), services and human resources were identified as inputs to specific critical care services in Tanzania. CONCLUSION There is limited evidence on the resource use, availability and costs of critical care in Tanzania. There is a strong need for further empirical research on critical care resources availability, utilisation and costs across specialties and hospitals of different level in low/middle-income countries like Tanzania to inform planning, priority setting and budgeting for critical care services. PROSPERO REGISTRATION NUMBER CRD42020221923.
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Affiliation(s)
- Joseph Kazibwe
- Global Health and Development, London School of Hygiene & Tropical Medicine, London, UK
| | - Hiral A Shah
- Department of Infectious Disease Epidemiology, Imperial College London, London, UK
- Center for Global Development, Washington, DC, USA
| | - August Kuwawenaruwa
- Health System Impact Evaluation and Policy Unit, Ifakara Health Institute, Ifakara, United Republic of Tanzania
| | - Carl Otto Schell
- Department of Global Public Health, Karolinska Institutet, Stockholm, Sweden
- Centre for Clinical Research Sörmland, Uppsala University, Eskilstuna, Sweden
| | - Karima Khalid
- Department of Anaesthesia and Critical Care, Muhimbili University of Health and Allied Sciences, Dar es Salaam, United Republic of Tanzania
| | - Phuong Bich Tran
- Department of Family Medicine and Population Health, University of Antwerp, Antwerp, Belgium
| | - Srobana Ghosh
- Global Health Department, Center for Global Development, Washington, DC, USA
| | - Tim Baker
- Department of Clinical Research, London School of Hygiene & Tropical Medicine, London, UK
- Department of Emergency Medicine, Ifakara Health Institute, Dar es Salaam, United Republic of Tanzania
| | - Lorna Guinness
- Global Health and Development, London School of Hygiene & Tropical Medicine, London, UK
- Center for Global Development, Washington, DC, USA
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Abu-Bonsrah N, Totimeh T, Kanmounye US, Banson M, Bandoh D, Sarpong K, Dadey D, Adam A, Nketiah-Boakye F, Dakurah T, Boakye M, Haizel-Cobbina J, Ametefe M, Bankah P, Groves ML. Assessment of the Neurosurgical Capacity in Ghana: Challenges and Opportunities. World Neurosurg 2022; 167:e953-e961. [PMID: 36064120 DOI: 10.1016/j.wneu.2022.08.120] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2022] [Revised: 08/24/2022] [Accepted: 08/25/2022] [Indexed: 11/22/2022]
Abstract
BACKGROUND Low- and middle-income countries experience numerous challenges in the provision of neurosurgical care. However, limited information exists on the neurosurgical workforce and the constraints under which care is delivered in Ghana, West Africa. METHODS A 19-item survey assessing neurosurgical workforce, infrastructure, and education was administered to Ghanaian consultant neurosurgeons and neurosurgeon trainees between November 8, 2021, and January 20, 2022. The data were analyzed using summary descriptions, and qualitative data were categorized into themes. RESULTS There were 25 consultant neurosurgeons and 8 neurosurgical trainees (from 2 training centers) identified at 11 hospitals in Ghana totaling a workforce density of 1 neurosurgeon per 1,240,000. Most neurosurgical centers were located in Accra, the capital city. Almost half of the population did not have access to a hospital with a neurosurgeon in their region. Of hospitals, 82% had in-house computed tomography and/or magnetic resonance imaging scanners. In the operating room, most neurosurgeons had access to a high-speed drill (91%) but lacked microscopes and endoscopic sets (only 64% and 36% had these tools, respectively). There were no neurointensivists or neurological intensive care units in the entire country, and there was a paucity of neurovascular surgeries and functional neurosurgical procedures. CONCLUSIONS The provision of neurosurgical care in Ghana has come a long way since the 1960s. However, the neurosurgical community continues to face significant challenges. Alleviating these barriers to care will call for systems-level changes that allow for the prioritization of neurosurgical care within the Ghanaian health care system.
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Affiliation(s)
- Nancy Abu-Bonsrah
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA; Research Department, Association of Future African Neurosurgeons, Yaounde, Cameroon.
| | - Teddy Totimeh
- Department of Neurosurgery, University of Ghana Medical Centre, Accra, Ghana
| | | | - Mabel Banson
- Department of Neurosurgery, Korle-Bu Teaching Hospital, Accra, Ghana
| | - Dickson Bandoh
- Department of Neurosurgery, Komfo Anokye Teaching Hospital, Kumasi, Ghana
| | - Kwadwo Sarpong
- Georgetown University School of Medicine, Washington, DC, USA
| | - David Dadey
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, California, USA
| | - Abass Adam
- Department of Neurosurgery, Tamale Teaching Hospital, Tamale, Ghana
| | | | - Thomas Dakurah
- Department of Neurosurgery, Korle-Bu Teaching Hospital, Accra, Ghana
| | - Maxwell Boakye
- Department of Neurosurgery, University of Louisville, Louisville, Kentucky, USA
| | - Joseline Haizel-Cobbina
- Vanderbilt Institute for Global Health, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Mawuli Ametefe
- Department of Neurosurgery, Korle-Bu Teaching Hospital, Accra, Ghana
| | - Patrick Bankah
- Department of Neurosurgery, Korle-Bu Teaching Hospital, Accra, Ghana
| | - Mari L Groves
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
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Barcenas LK, Appenteng R, Sakita F, O’Leary P, Rice H, Mmbaga BT, Vissoci JRN, Staton CA. The epidemiology of pediatric traumatic brain injury presenting at a referral center in Moshi, Tanzania. PLoS One 2022; 17:e0273991. [PMID: 36197935 PMCID: PMC9534435 DOI: 10.1371/journal.pone.0273991] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2021] [Accepted: 08/19/2022] [Indexed: 11/05/2022] Open
Abstract
Background Over 95% of childhood injury deaths occur in low- and middle-income countries (LMICs). Patients with severe traumatic brain injury (TBI) have twice the likelihood of dying in LMICs than in high-income countries (HICs). In Africa, TBI estimates are projected to increase to upwards of 14 million new cases in 2050; however, these estimates are based on sparse data, which underscores the need for robust injury surveillance systems. We aim to describe the clinical factors associated with morbidity and mortality in pediatric TBI at the Kilimanjaro Christian Medical Centre (KCMC) in Moshi, Tanzania to guide future prevention efforts. Methods We conducted a secondary analysis of a TBI registry of all pediatric (0–18 years of age) TBI patients presenting to the KCMC emergency department (ED) between May 2013 and April 2014. The variables included demographics, acute treatment and diagnostics, Glasgow Coma Scores (GCSs, severe 3–8, moderate 9–13, and mild 14–15), morbidity at discharge as measured by the Glasgow Outcome Scale (GOS, worse functional status 1–3, better functional status 4–6), and mortality status at discharge. The analysis included descriptive statistics, bivariable analysis and multivariable logistic regression to report the predictors of mortality and morbidity. The variables used in the multivariable logistic regression were selected according to their clinical validity in predicting outcomes. Results Of the total 419 pediatric TBI patients, 286 (69.3%) were male with an average age of 10.12 years (SD = 5.7). Road traffic injury (RTI) accounted for most TBIs (269, 64.4%), followed by falls (82, 19.62%). Of the 23 patients (5.58%) who had alcohol-involved injuries, most were male (3.6:1). Severe TBI occurred in 54 (13.0%) patients. In total, 90 (24.9%) patients underwent TBI surgery. Of the 21 (5.8%) patients who died, 11 (55.0%) had severe TBI, 6 (30.0%) had moderate TBI (GCS 9–13) and 3 (15.0%) presented with mild TBI (GCS>13). The variables most strongly associated with worse functional status included having severe TBI (OR = 9.45) and waiting on the surgery floor before being moved to the intensive care unit (ICU) (OR = 14.37). Conclusions Most pediatric TBI patients were males who suffered RTIs or falls. Even among children under 18 years of age, alcohol was consumed by at least 5% of patients who suffered injuries, and more commonly among boys. Patients becoming unstable and having to be transferred from the surgery floor to the ICU could reflect poor risk identification in the ED or progression of injury severity. The next steps include designing interventions to reduce RTI, mitigate irresponsible alcohol use, and improve risk identification and stratification in the ED.
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Affiliation(s)
| | | | | | - Paige O’Leary
- Duke Global Health Institute, Durham, NC, United States of America
| | - Henry Rice
- Division of Emergency Medicine, Duke University School of Medicine, Durham, NC, United States of America
| | - Blandina T. Mmbaga
- Duke Global Health Institute, Durham, NC, United States of America
- Vanderbilt University, Nashville, TN, United States of America
- Kilimanjaro Clinical Research Institute, Moshi, Tanzania
- Kilimanjaro Christian Medical University College, Moshi, Tanzania
| | | | - Catherine A. Staton
- Duke Global Health Institute, Durham, NC, United States of America
- Division of Emergency Medicine, Duke University School of Medicine, Durham, NC, United States of America
- * E-mail:
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Abstract
Neurocritical care (NCC) is an emerging field within critical care medicine, reflecting the widespread prevalence of neurologic injury in critically ill patients. Morbidity and mortality from neurocritical illness (NCI) have been reduced substantially in resource-rich settings (RRS), owing to the development of advanced technologies, neuro-specific units, and subspecialized medical training. Despite shouldering much of the burden of NCI worldwide, resource-limited settings (RLS) face immense hurdles when implementing guidelines generated in RRS. This review summarizes the current epidemiology, management, and outcomes of the most common NCIs in RLS and offers commentary on future directions in NCC practiced in RLS.
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21
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HIV Prevalence among Injury Patients Compared to Other High-Risk Groups in Tanzania. TRAUMA CARE 2022. [DOI: 10.3390/traumacare2030041] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Sixty-eight percent of persons infected with HIV live in Africa, but as few as 67% of those know their infection status. The emergency department (ED) might be a critical access point to HIV testing. This study sought to measure and compare HIV prevalence in an ED injury population with other clinical and nonclinical populations across Tanzania. Adults (≥18 years) presenting to Kilimanjaro Christian Medical Center ED with acute injury of any severity were enrolled in a trauma registry. A systematic review and meta-analysis was conducted to compare HIV prevalence in the trauma registry with other population groups. Further, 759 injury patients were enrolled in the registry; 78.6% were men and 68.2% consented to HIV counseling and testing. The HIV prevalence was 5.02% (tested), 6.25% (self-report), and 5.31% (both). The systematic review identified 79 eligible studies reporting HIV prevalence (tested) in 33 clinical and 12 nonclinical population groups. Notable groups included ED injury patients (3.53%, 95% CI), multiple injury patients (10.67%, 95% CI), and people who inject drugs (17.43%, 95% CI). These findings suggest that ED injury patients might be at higher HIV risk compared to the general population, and the ED is a potential avenue to increasing HIV testing among young adults, particularly men.
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Keating EM, Sakita F, Mmbaga BT, Nkini G, Amiri I, Tsosie C, Fino N, Watt MH, Staton CA. A cohort of pediatric injury patients from a hospital-based trauma registry in Northern Tanzania. Afr J Emerg Med 2022; 12:208-215. [PMID: 35719184 PMCID: PMC9188958 DOI: 10.1016/j.afjem.2022.04.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2022] [Revised: 04/13/2022] [Accepted: 04/18/2022] [Indexed: 11/09/2022] Open
Abstract
Introduction Pediatric injuries in low- and middle-income countries are a leading cause of morbidity and mortality worldwide. Implementing hospital-based trauma registries can reduce the knowledge gap in both hospital care and patient outcomes and lead to quality improvement initiatives. The goal of this study was to create a pediatric trauma registry to provide insight into the epidemiology, outcomes, and factors associated with poor outcomes in injured children. Methods This was a prospective observational study in which a pediatric trauma registry was implemented at a large zonal referral hospital in Northern Tanzania. Data included demographics, hospital-based care, and outcomes including morbidity and mortality. Data were input into REDCap© and analyzed using ANOVA and Chi-squared tests in SAS(Version 9.4)©. Results 365 patients were enrolled in the registry from November 2020 to October 2021. The majority were males (n=240, 65.8%). Most were children 0-5 years (41.7%, n=152), 34.5% (n=126) were 6-11 years, and 23.8% (n=87) were 12-17 years. The leading causes of pediatric injuries were falls (n=137, 37.5%) and road traffic injuries (n=125, 34.5%). The mortality rate was 8.2% (n=30). Of the in-hospital deaths, 43.3% were children with burn injuries who also had a higher odds of mortality than children with other injuries (OR 8.72, p<0.001). The factors associated with in-hospital mortality and morbidity were vital sign abnormalities, burn severity, abnormal Glasgow Coma Score, and ICU admission. Conclusion The mortality rate of injured children in our cohort was high, especially in children with burn injuries. In order to reduce morbidity and mortality, interventions should be prioritized that focus on pediatric injured patients that present with abnormal vital signs, altered mental status, and severe burns. These findings highlight the need for health system capacity building to improve outcomes of pediatric injury patients in Northern Tanzania.
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Affiliation(s)
- Elizabeth M. Keating
- Department of Pediatrics, Division of Pediatric Emergency Medicine, University of Utah, Salt Lake City, UT, USA
| | - Francis Sakita
- Kilimanjaro Christian Medical Centre, Box 3010, Moshi, Tanzania
- Kilimanjaro Christian Medical University College, Box 2240, Moshi, Tanzania
| | - Blandina T. Mmbaga
- Kilimanjaro Christian Medical Centre, Box 3010, Moshi, Tanzania
- Kilimanjaro Christian Medical University College, Box 2240, Moshi, Tanzania
- Kilimanjaro Clinical Research Institute, Box 2236, Moshi, Tanzania
| | - Getrude Nkini
- Kilimanjaro Christian Medical Centre, Box 3010, Moshi, Tanzania
| | - Ismail Amiri
- Kilimanjaro Christian Medical Centre, Box 3010, Moshi, Tanzania
| | - Chermiqua Tsosie
- College of Health Solutions, Arizona State University, Phoenix, AZ, USA
| | - Nora Fino
- Division of Epidemiology, Department of Internal Medicine, University of Utah, Salt Lake City, UT, USA
| | - Melissa H. Watt
- Department of Population Health Sciences, Salt Lake City, University of Utah, UT, USA
- Duke Global Health Institute, Duke University, Durham, NC, USA
| | - Catherine A. Staton
- Duke Global Health Institute, Duke University, Durham, NC, USA
- Department of Surgery, Division of Emergency Medicine, Duke University Medical Center, Durham, NC, USA
- Global Emergency Medicine Innovation and Implementation (GEMINI) Research Center, Duke University Medical Center, Durham, NC, USA
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Knettel BA, Knettel CT, Sakita F, Myers JG, Edward T, Minja L, Mmbaga BT, Vissoci JRN, Staton C. Predictors of ICU admission and patient outcome for traumatic brain injury in a Tanzanian referral hospital: Implications for improving treatment guidelines. Injury 2022; 53:1954-1960. [PMID: 35365345 PMCID: PMC9167761 DOI: 10.1016/j.injury.2022.03.043] [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: 09/23/2021] [Revised: 03/10/2022] [Accepted: 03/22/2022] [Indexed: 02/02/2023]
Abstract
Traumatic brain injuries (TBI) are a critical global health challenge, with disproportionate negative impact in low- and middle-income countries (LMICs). People who suffer severe TBI in LMICs are twice as likely to die than those in high-income countries, and survivors experience substantially poorer outcomes. In the hospital, patients with severe TBI are typically seen in intensive care units (ICU) to receive advanced monitoring and lifesaving treatment. However, the quality and outcomes of ICU care in LMICs are often unclear. We analyzed secondary data from a cohort of 605 adult patients who presented to the Emergency Department (ED) of a Tanzanian hospital with a moderate or severe TBI. We examined patient characteristics and performed two binary logistic regression models to assess predictors of ICU admission and patient outcome. Patients were often young (median age = 32, SD = 15), overwhelmingly male (88.9%), and experienced long delays from time of injury to presentation in the ED (median=12 h, SD = 168). A majority of patients (87.8%) underwent surgery and 55.6% ultimately had a "good recovery" with minimal disability, while 34.0% died. Patients were more likely to be seen in the ICU if they had worse baseline symptoms and were over age 60. TBI surgery conveyed a 37% risk reduction for poor TBI outcome. However, ICU patients had a 3.91 times higher risk of poor TBI outcome as compared to those not seen in the ICU, despite controlling for baseline symptoms. The findings point to the need for targeted interventions among young men, improvements in pre-hospital transportation and care, and continued efforts to increase the quality of surgical and ICU care in this setting. It is unlikely that poorer outcome among ICU patients was indicative of poorer care in the ICU; this finding was more likely due to lack of data on several factors that inform care decisions (e.g., comorbid conditions or injuries). Nevertheless, future efforts should seek to increase the capacity of ICUs in low-resource settings to monitor and treat TBI according to international guidelines, and should improve predictive modeling to identify risk for poor outcome.
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Affiliation(s)
- Brandon A Knettel
- Duke University School of Nursing, Duke Global Health Institute, 307 Trent Drive, Durham, NC 27710, United States.
| | - Christine T Knettel
- Department of Emergency Medicine, University of North Carolina School of Medicine, Raleigh Emergency Medicine Associates, UNC REX Healthcare, Raleigh, NC, United States
| | - Francis Sakita
- Kilimanjaro Christian Medical Centre, Kilimanjaro Christian Medical University College, Moshi, Tanzania
| | - Justin G Myers
- Department of Emergency Medicine, University of North Carolina School of Medicine, Chapel Hill, NC, United States
| | | | - Linda Minja
- Kilimanjaro Clinical Research Institute, Moshi, Tanzania
| | - Blandina T Mmbaga
- Kilimanjaro Christian Medical Centre, Kilimanjaro Clinical Research Institute, Kilimanjaro, Christian Medical University College, Duke Global Health Institute, Moshi, Tanzania
| | - João Ricardo Nickenig Vissoci
- Duke Global Health Institute, Duke University Division of Global Neurosurgery and Neurology, Durham, NC, United States
| | - Catherine Staton
- Division of Emergency Medicine, Duke School of Medicine, Duke Global Health Institute, Duke University, Durham, NC, United States
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24
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Staton CA, Zadey S, O'Leary P, Phillips A, Minja L, Swahn MH, Hirshon JM, Boshe J, Sakita F, Vissoci JRN, Mmbaga BT. PRACT: a pragmatic randomized adaptive clinical trial protocol to investigate a culturally adapted brief negotiational intervention for alcohol use in the emergency department in Tanzania. Trials 2022; 23:120. [PMID: 35123566 PMCID: PMC8818146 DOI: 10.1186/s13063-022-06060-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2021] [Accepted: 01/27/2022] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND Alcohol use in resource-limited settings results in significant morbidity and mortality. These settings lack the necessary specialty-trained personnel and infrastructure. Therefore, implementing evidence-based interventions from high-income settings, like a brief negotiational intervention (BNI) for alcohol, will require rapid production of evidence of effectiveness to guide implementation priorities. Thus, this study describes a clinical trial protocol to rapidly optimize and evaluate the impact of a culturally adapted BNI to reduce alcohol-related harms and alcohol consumption among injury patients. METHODS Our pragmatic, adaptive, randomized controlled trial (PRACT) is designed to determine the most effective intervention approach to reduce hazardous alcohol use among adult (≥18 years old) in acute (< 24 h) injury patients. Our culturally adapted, nurse-delivered, intervention (PPKAY) has been augmented with evidence-based, culturally appropriate standards and will be evaluated as follows. Stage 1 of the trial will determine if PPKAY, either with a standard short-message-service (SMS) booster or with a personalized SMS booster is more effective than usual care (UC). While optimizing statistical efficiency, Stage 2 drops the UC arm to compare the PPKAY with a standard SMS booster to PPKAY with a personalized SMS booster. Finally, in Stage 3, the more effective arm in Stage 2 is compared to PPKAY without an SMS booster. The study population is acute injury patients who present to Kilimanjaro Christian Medical Centre, Tanzania, who (1) test alcohol positive by breathalyzer upon arrival; (2) have an Alcohol Use Disorder Identification Test of 8 or above; and/or (3) have reported drinking alcohol prior to their injury. Outcome measures will be evaluated for all arms at 3, 6, 9, 12, and 24 months. The primary outcome for the study is the reduction of the number of binge drinking days in the 4 weeks prior to follow-up. Secondary outcomes include alcohol-related consequences, measured by the Drinker Inventory of Consequences. DISCUSSION The findings from this study will be critically important to identify alcohol harm reduction strategies where alcohol research and interventions are scarce. Our innovative and adaptive trial design can transform behavior change research and identify the most effective nurse-driven intervention to be targeted for integration into standard care. TRIAL REGISTRATION ClinicalTrials.gov NCT04535011 . Registered on September 1, 2020.
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Affiliation(s)
- Catherine A Staton
- Duke Global Health Institute, Duke University, 310 Trent Dr, Durham, North Carolina, USA.
- Division of Emergency Medicine, Department of Surgery, School of Medicine, 2301 Erwin Road, Durham, North Carolina, USA.
| | - Siddhesh Zadey
- Duke Global Health Institute, Duke University, 310 Trent Dr, Durham, North Carolina, USA
- Division of Emergency Medicine, Department of Surgery, School of Medicine, 2301 Erwin Road, Durham, North Carolina, USA
| | - Paige O'Leary
- Duke Global Health Institute, Duke University, 310 Trent Dr, Durham, North Carolina, USA
| | - Ashley Phillips
- Division of Emergency Medicine, Department of Surgery, School of Medicine, 2301 Erwin Road, Durham, North Carolina, USA
| | - Linda Minja
- Kilimanjaro Clinical Research Institute, Moshi, Tanzania
| | - Monica H Swahn
- Wellstar College of Health and Human Services, Kennesaw State University, Kennesaw, Parliament Garden Way Georgia, 520, USA
| | - Jon Mark Hirshon
- University of Maryland Baltimore Campus, 620 W Lexington St, Baltimore, Maryland, United States of America
| | - Judith Boshe
- Kilimanjaro Christian Medical Center, Moshi, Tanzania
- Kilimanjaro Christian Medical University College, Moshi, Tanzania
| | - Francis Sakita
- Kilimanjaro Christian Medical Center, Moshi, Tanzania
- Kilimanjaro Christian Medical University College, Moshi, Tanzania
| | - Joao Ricardo Nickenig Vissoci
- Duke Global Health Institute, Duke University, 310 Trent Dr, Durham, North Carolina, USA
- Division of Emergency Medicine, Department of Surgery, School of Medicine, 2301 Erwin Road, Durham, North Carolina, USA
| | - Blandina T Mmbaga
- Duke Global Health Institute, Duke University, 310 Trent Dr, Durham, North Carolina, USA
- Kilimanjaro Clinical Research Institute, Moshi, Tanzania
- Kilimanjaro Christian Medical Center, Moshi, Tanzania
- Kilimanjaro Christian Medical University College, Moshi, Tanzania
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Lazareva LA, Elizbaryan IS, Azamatova SA, Muzaeva BR, Sushcheva NA. [Triggers and predictors of development and formation of sensorineural hearing loss]. Vestn Otorinolaringol 2022; 87:34-43. [PMID: 35605270 DOI: 10.17116/otorino20228702134] [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: 06/15/2023]
Abstract
The purpose of the study is to review the results of scientific researches in recent years in an expanded interdisciplinary view of the problem of etiopathogenesis of sensorineural hearing loss, as well as the role of comorbidities and triggers in the formation of persistent changes in the audio-receiving part of the auditory analyzer.
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Affiliation(s)
- L A Lazareva
- Kuban State Medical University, Krasnodar, Russia
| | | | - S A Azamatova
- Adygei Republican Center for Rehabilitation of the Adygea Republican Clinical Hospital, Republic of Adygea, Russia
| | - B R Muzaeva
- Kuban State Medical University, Krasnodar, Russia
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Hsu SD, Chao E, Chen SJ, Hueng DY, Lan HY, Chiang HH. Machine Learning Algorithms to Predict In-Hospital Mortality in Patients with Traumatic Brain Injury. J Pers Med 2021; 11:jpm11111144. [PMID: 34834496 PMCID: PMC8618756 DOI: 10.3390/jpm11111144] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2021] [Revised: 10/30/2021] [Accepted: 11/02/2021] [Indexed: 12/02/2022] Open
Abstract
Traumatic brain injury (TBI) can lead to severe adverse clinical outcomes, including death and disability. Early detection of in-hospital mortality in high-risk populations may enable early treatment and potentially reduce mortality using machine learning. However, there is limited information on in-hospital mortality prediction models for TBI patients admitted to emergency departments. The aim of this study was to create a model that successfully predicts, from clinical measures and demographics, in-hospital mortality in a sample of TBI patients admitted to the emergency department. Of the 4881 TBI patients who were screened at the emergency department at a high-level first aid duty hospital in northern Taiwan, 3331 were assigned in triage to Level I or Level II using the Taiwan Triage and Acuity Scale from January 2008 to June 2018. The most significant predictors of in-hospital mortality in TBI patients were the scores on the Glasgow coma scale, the injury severity scale, and systolic blood pressure in the emergency department admission. This study demonstrated the effective cutoff values for clinical measures when using machine learning to predict in-hospital mortality of patients with TBI. The prediction model has the potential to further accelerate the development of innovative care-delivery protocols for high-risk patients.
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Affiliation(s)
- Sheng-Der Hsu
- Division of Traumatology, Department of Surgery, Tri-Service General Hospital, National Defense Medical Center, Taipei 10490, Taiwan;
| | - En Chao
- Department of Medical Affairs, Song Shan Branch, Tri-Service General Hospital, Taipei 10490, Taiwan;
| | - Sy-Jou Chen
- Department of Emergency Medicine, Tri-Service General Hospital, National Defense Medical Center, Taipei 10490, Taiwan;
| | - Dueng-Yuan Hueng
- Department of Neurological Surgery, Tri-Service General Hospital, National Defense Medical Center, Taipei 10490, Taiwan;
| | - Hsiang-Yun Lan
- School of Nursing, National Defense Medical Center, No 161, Section 6, Minquan E. Road, Neihu District, Taipei 10490, Taiwan;
| | - Hui-Hsun Chiang
- School of Nursing, National Defense Medical Center, No 161, Section 6, Minquan E. Road, Neihu District, Taipei 10490, Taiwan;
- Correspondence: ; Tel.: +886-2-8792-3100 (ext. 18761); Fax: +886-2-87923109
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Spears CA, Adil SM, Kolls BJ, Muhumza ME, Haglund MM, Fuller AT, Dunn TW. Surgical intervention and patient factors associated with poor outcomes in patients with traumatic brain injury at a tertiary care hospital in Uganda. J Neurosurg 2021; 135:1569-1578. [PMID: 33770754 DOI: 10.3171/2020.9.jns201828] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2020] [Accepted: 09/17/2020] [Indexed: 11/06/2022]
Abstract
OBJECTIVE The purpose of this study was to investigate whether neurosurgical intervention for traumatic brain injury (TBI) is associated with reduced risks of death and clinical deterioration in a low-income country with a relatively high neurosurgical capacity. The authors further aimed to assess whether the association between surgical intervention and acute poor outcomes differs according to TBI severity and various patient factors. METHODS Using TBI registry data collected from a national referral hospital in Uganda between July 2016 and April 2020, the authors performed Cox regression analyses of poor outcomes in admitted patients who did and did not undergo surgery for TBI, with surgery as a time-varying treatment variable. Patients were further stratified by TBI severity using the admission Glasgow Coma Scale (GCS) score: mild TBI (mTBI; GCS scores 13-15), moderate TBI (moTBI; GCS scores 9-12), and severe TBI (sTBI; GCS scores 3-8). Poor outcomes constituted Glasgow Outcome Scale scores 2-3, deterioration in TBI severity between admission and discharge (e.g., mTBI to sTBI), and death. Several clinical and demographic variables were included as covariates. Patients were observed for outcomes from admission through hospital day 10. RESULTS Of 1544 patients included in the cohort, 369 (24%) had undergone surgery. Rates of poor outcomes were 4% (n = 13) for surgical patients and 12% (n = 144) among nonsurgical patients (n = 1175). Surgery was associated with a 59% reduction in the hazard for a poor outcome (HR 0.41, 95% CI 0.23-0.72). Age, pupillary nonreactivity, fall injury, and TBI severity at admission were significant covariates. In models stratifying by TBI severity at admission, patients with mTBI had an 80% reduction in the hazard for a poor outcome with surgery (HR 0.20, 95% CI 0.04-0.90), whereas those with sTBI had a 65% reduction (HR 0.35, 95% CI 0.14-0.89). Patients with moTBI had a statistically nonsignificant 56% reduction in hazard (HR 0.44, 95% CI 0.17-1.17). CONCLUSIONS In this setting, the association between surgery and rates of poor outcomes varied with TBI severity and was influenced by several factors. Patients presenting with mTBI had the greatest reduction in the hazard for a poor outcome, followed by those presenting with sTBI. However, patients with moTBI had a nonsignificant reduction in the hazard, indicating greater variability in outcomes and underscoring the need for closer monitoring of this population. These results highlight the importance of accurate, timely clinical evaluation throughout a patient's admission and can inform decisions about whether and when to perform surgery for TBI when resources are limited.
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Affiliation(s)
- Charis A Spears
- 1Duke University Division of Global Neurosurgery and Neurology, Durham
- 2Duke University School of Medicine, Durham, North Carolina
| | - Syed M Adil
- 1Duke University Division of Global Neurosurgery and Neurology, Durham
- 2Duke University School of Medicine, Durham, North Carolina
| | - Brad J Kolls
- 1Duke University Division of Global Neurosurgery and Neurology, Durham
- 3Department of Neurology
| | | | - Michael M Haglund
- 1Duke University Division of Global Neurosurgery and Neurology, Durham
- 2Duke University School of Medicine, Durham, North Carolina
- 5Department of Neurosurgery, Duke University Medical Center, Durham
- 6Duke University Global Health Institute, Durham
| | - Anthony T Fuller
- 1Duke University Division of Global Neurosurgery and Neurology, Durham
- 2Duke University School of Medicine, Durham, North Carolina
- 5Department of Neurosurgery, Duke University Medical Center, Durham
- 6Duke University Global Health Institute, Durham
| | - Timothy W Dunn
- 1Duke University Division of Global Neurosurgery and Neurology, Durham
- 5Department of Neurosurgery, Duke University Medical Center, Durham
- 7Duke Forge, Duke University School of Medicine, Durham; and
- 8Department of Statistical Science, Duke University, Durham, North Carolina
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Abio A, Bovet P, Valentin B, Bärnighausen T, Shaikh MA, Posti JP, Lowery Wilson M. Changes in Mortality Related to Traumatic Brain Injuries in the Seychelles from 1989 to 2018. Front Neurol 2021; 12:720434. [PMID: 34512529 PMCID: PMC8430237 DOI: 10.3389/fneur.2021.720434] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2021] [Accepted: 08/06/2021] [Indexed: 11/23/2022] Open
Abstract
Introduction: Traumatic Brain Injuries (TBIs) are a significant source of disability and mortality, which disproportionately affect low- and middle-income countries. The Republic of Seychelles is a country in the African region that has experienced rapid socio-economic development and one in which all deaths and the age distribution of the population have been enumerated for the past few decades. The aim of this study was to investigate TBI-related mortality changes in the Republic of Seychelles during 1989–2018. Methods: All TBI-related deaths were ascertained using the national Civil Registration and Vital Statistics System. Age- and sex-standardised mortality rates (per 100,000 person-years) were standardised to the age distribution of the World Health Organisation standard population. Results: The 30-year age-standardised TBI-related mortality rates were 22.6 (95% CI 19.9, 25.2) in males and 4.0 (95% CI 2.9, 5.1) in females. Road traffic collisions were the leading contributor to TBI-related mortality [10.0 (95% CI 8.2, 11.8) in males and 2.7 (95% CI 1.8, 3.6) in females, P > 0.05]. TBI-related mortality was most frequent at age 20–39 years in males (8.0) and at age 0–19 in females (1.4). Comparing 2004–2018 vs. 1989–2003, the age-standardised mortality rates changed in males/females by −20%/−11% (all cause mortality), −24%/+39.4% (TBIs) and +1%/+34.8% (road traffic injury-related TBI). Conclusion: TBI-related mortality rates were much higher in males but decreased over time. Road traffic collisions were the single greatest contributor to TBI mortality, emphasising the importance of road safety measures.
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Affiliation(s)
- Anne Abio
- Injury Epidemiology and Prevention Research Group, Turku Brain Injury Centre, Division of Clinical Neurosciences, Turku University Hospital and University of Turku, Turku, Finland.,Heidelberg Institute of Global Health, University of Heidelberg, Heidelberg, Germany
| | - Pascal Bovet
- University Center for Primary Care and Public Health (Unisanté), Lausanne, Switzerland.,Ministry of Health, Victoria, Seychelles
| | | | - Till Bärnighausen
- Heidelberg Institute of Global Health, University of Heidelberg, Heidelberg, Germany
| | - Masood Ali Shaikh
- Injury Epidemiology and Prevention Research Group, Turku Brain Injury Centre, Division of Clinical Neurosciences, Turku University Hospital and University of Turku, Turku, Finland
| | - Jussi P Posti
- Department of Neurosurgery and Turku Brain Injury Centre, Neurocentre, Turku University Hospital and University of Turku, Turku, Finland
| | - Michael Lowery Wilson
- Heidelberg Institute of Global Health, University of Heidelberg, Heidelberg, Germany
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Incidence and predictors of mortality among patients with head injury admitted to Hawassa University Comprehensive Specialized Hospital, Southern Ethiopia: A retrospective follow-up study. PLoS One 2021; 16:e0254245. [PMID: 34411116 PMCID: PMC8376017 DOI: 10.1371/journal.pone.0254245] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2021] [Accepted: 06/22/2021] [Indexed: 11/23/2022] Open
Abstract
Introduction Head injury is the leading cause of morbidity and mortality throughout the world, especially in resource-limited countries including Ethiopia. However, little is known about the mortality rate and its predictors among these patients in Ethiopia. Thus, the study aims to assess the incidence rate of mortality and its predictors among patients with head injury admitted at Hawassa University Comprehensive Specialized Hospital. Methods Institutional based retrospective follow-up study was conducted among 1220 randomly selected head injury patients admitted from July 2017 to July 2019. Bivariable and multivariable Cox regression models were fitted to identify the predictors of mortality. Proportionality assumption was tested by a global test based on the Schoenfeld residuals test. Results The incidence of the mortality rate was 2.26 (95%CI: 1.9–2.6) per 100-person day observation. The independent predictors of time to death were age above 65 years (AHR:3.49, 95%CI:1.63, 7.48), severe TBI (AHR: 8.8, 95%CI:5.13, 15.0), moderate TBI (AHR:3, 95%CI:1.73,5.31), hypotension (AHR:1.72, 95%CI: 1.11,2.66), hypoxia (AHR:1.92, 95%CI: 1.33,2.76), hyperthermia (AHR:1.8, 95%CI: 1.23,2.63) and hypoglycemic (AHR:1.94, 95%CI: 1.34, 2.81) positively associated with mortality, while underwent neurosurgery was negatively associated with mortality (AHR: 0.25, 95% CI: 0.11,0.53). Conclusion The incidence of mortality rate among head injury patients was high. Older age, moderate and severe TBI, hypotension and hypoxia at admission, neurosurgical procedure, and the episode of hyperthermia and hypoglycemia during hospitalization were the independent predictors of mortality among head injury patients. Therefore, intervention to reduce earlier deaths should focus on the prevention of secondary brain insults.
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Embolo FN, Bellamkonda N, Dickson D, Motwani G, Mbeboh SN, Mbiarikai M, Oben E, Oke R, Dicker RA, Juillard C, Christie SA, Chichom-Mefire A. Epidemiology of traumatic brain injury based on clinical symptoms amongst inhabitants of the Southwest Region of Cameroon: a community-based study. Brain Inj 2021; 35:1184-1191. [PMID: 34383629 DOI: 10.1080/02699052.2021.1957150] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
BACKGROUND The majority of studies investigating the epidemiology of traumatic brain injury (TBI) in sub-Saharan Africa are primarily hospital-based, missing fatal, mild, and other cases of TBI that do not present to formal care settings. This study aims to bridge this gap in data by describing the epidemiology of TBI in the Southwest Region of Cameroon. METHODS This was a cross-sectional community-based study. Using a three-stage cluster sampling, local research assistants surveyed households with a pre-tested questionnaire to identify individuals with symptoms of TBI in nine health districts in the Southwest Region of Cameroon from 2016 to 2017. RESULTS Data gathered on 8,065 individuals revealed 78 cases of suspected TBI. Road traffic injury (RTI) comprised 55% of subjects' mechanism of injury. Formal medical care was sought by 82.1% of subjects; three subjects died at the time of injury. Following injury, 59% of subjects reported difficulty affording basic necessities and 87.2% of subjects were unable to perform activities of their primary occupation. CONCLUSIONS This study postulates an incidence of TBI in Southwest Cameroon of 975.57 per 100,000 individuals, significantly greater than prior findings. A large proportion of TBI is secondary to RTI.
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Affiliation(s)
- Frida N Embolo
- Faculty of Health Sciences, University of Buea, Buea, Cameroon.,Center for Global Surgical Studies, Department of Surgery, University of California, San Francisco, California, USA
| | - Nikhil Bellamkonda
- Program for the Advancement of Surgical Equity, Department of Surgery, University of California Los Angeles, Los Angeles, California, USA
| | - Drusia Dickson
- Center for Global Surgical Studies, Department of Surgery, University of California, San Francisco, California, USA
| | - Girish Motwani
- Center for Global Surgical Studies, Department of Surgery, University of California, San Francisco, California, USA
| | - Susan N Mbeboh
- Faculty of Health Sciences, University of Buea, Buea, Cameroon.,Program for the Advancement of Surgical Equity, Department of Surgery, University of California Los Angeles, Los Angeles, California, USA
| | - Mbianyor Mbiarikai
- Center for Global Surgical Studies, Department of Surgery, University of California, San Francisco, California, USA
| | - Eunice Oben
- Faculty of Health Sciences, University of Buea, Buea, Cameroon.,Center for Global Surgical Studies, Department of Surgery, University of California, San Francisco, California, USA
| | - Rasheedat Oke
- Program for the Advancement of Surgical Equity, Department of Surgery, University of California Los Angeles, Los Angeles, California, USA
| | - Rochelle A Dicker
- Program for the Advancement of Surgical Equity, Department of Surgery, University of California Los Angeles, Los Angeles, California, USA
| | - Catherine Juillard
- Program for the Advancement of Surgical Equity, Department of Surgery, University of California Los Angeles, Los Angeles, California, USA
| | - S Ariane Christie
- Center for Global Surgical Studies, Department of Surgery, University of California, San Francisco, California, USA
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31
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Elahi C, Adil SM, Sakita F, Mmbaga BT, Rocha TAH, Fuller A, Haglund MM, Vissoci JRN, Staton C. Corticosteroid Randomization after Significant Head Injury and International Mission for Prognosis and Clinical Trialsin Traumatic Brain Injury Models Compared with a Machine Learning-Based Predictive Model from Tanzania. J Neurotrauma 2021; 39:151-158. [PMID: 33980030 DOI: 10.1089/neu.2020.7483] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
Hospitals in low- and middle-income countries (LMICs) could benefit from decision support technologies to reduce time to triage, diagnosis, and surgery for patients with traumatic brain injury (TBI). Corticosteroid Randomization after Significant Head Injury (CRASH) and International Mission for Prognosis and Clinical Trials in Traumatic Brain Injury (IMPACT) are robust examples of TBI prognostic models, although they have yet to be validated in Sub-Saharan Africa (SSA). Moreover, machine learning and improved data quality in LMICs provide an opportunity to develop context-specific, and potentially more accurate, prognostic models. We aim to externally validate CRASH and IMPACT on our TBI registry and compare their performances to that of the locally derived model (from the Kilimanjaro Christian Medical Center [KCMC]). We developed a machine learning-based prognostic model from a TBI registry collected at a regional referral hospital in Moshi, Tanzania. We also used the core CRASH and IMPACT online risk calculators to generate risk scores for each patient. We compared the discrimination (area under the curve [AUC]) and calibration before and after Platt scaling (Brier, Hosmer-Lemeshow Test, and calibration plots) for CRASH, IMPACT, and the KCMC model. The outcome of interest was unfavorable in-hospital outcome defined as a Glasgow Outcome Scale score of 1-3. There were 2972 patients included in the TBI registry, of whom 11% had an unfavorable outcome. The AUCs for the KCMC model, CRASH, and IMPACT were 0.919, 0.876, and 0.821, respectively. Prior to Platt scaling, CRASH was the best calibrated model (χ2 = 68.1) followed by IMPACT (χ2 = 380.9) and KCMC (χ2 = 1025.6). We provide the first SSA validation of the core CRASH and IMPACT models. The KCMC model had better discrimination than either of these. CRASH had the best calibration, although all model predictions could be successfully calibrated. The top performing models, KCMC and CRASH, were both developed using LMIC data, suggesting that locally derived models may outperform imported ones from different contexts of care. Further work is needed to externally validate the KCMC model.
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Affiliation(s)
- Cyrus Elahi
- Barrow Neurological Institute, Phoenix, Arizona, USA.,Division of Neurosurgery and Neurology, Department of Neurosurgery, and Department of Surgery, Duke University Medical Center, Durham, North Carolina, USA
| | - Syed M Adil
- Division of Neurosurgery and Neurology, Department of Neurosurgery, and Department of Surgery, Duke University Medical Center, Durham, North Carolina, USA
| | - Francis Sakita
- Emergency Department, and Kilimanjaro Christian Medical Center, Moshi, Tanzania
| | - Blandina T Mmbaga
- Kilimanjaro Christian Medical University College, Moshi, Tanzania.,Kilimanjaro Clinical Research Institute, Kilimanjaro Christian Medical Center, Moshi, Tanzania
| | | | - Anthony Fuller
- Division of Neurosurgery and Neurology, Department of Neurosurgery, and Department of Surgery, Duke University Medical Center, Durham, North Carolina, USA.,Duke Global Health Institute, Duke University, Durham, North Carolina, USA
| | - Michael M Haglund
- Division of Neurosurgery and Neurology, Department of Neurosurgery, and Department of Surgery, Duke University Medical Center, Durham, North Carolina, USA.,Duke Global Health Institute, Duke University, Durham, North Carolina, USA
| | - João Ricardo Nickenig Vissoci
- Duke Global Health Institute, Duke University, Durham, North Carolina, USA.,Division of Emergency Medicine, Department of Surgery, Duke University Medical Center, Durham, North Carolina, USA
| | - Catherine Staton
- Duke Global Health Institute, Duke University, Durham, North Carolina, USA.,Division of Emergency Medicine, Department of Surgery, Duke University Medical Center, Durham, North Carolina, USA
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Burkadze E, Axobadze K, Chkhaberidze N, Chikhladze N, Coman MA, Dulf D, Peek-Asa C. Epidemiology of Traumatic Brain Injury in Georgia: A Prospective Hospital-Based Study. Risk Manag Healthc Policy 2021; 14:1041-1051. [PMID: 33737845 PMCID: PMC7966295 DOI: 10.2147/rmhp.s290175] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2020] [Accepted: 02/25/2021] [Indexed: 12/03/2022] Open
Abstract
Purpose Traumatic brain injury (TBI) is one of the major causes of morbidity and mortality worldwide, disproportionally affecting low- and middle-income countries (LMICs). Epidemiological characteristics of TBI at a national level are absent for most LMICs including Georgia. This study aimed to establish the registries and assess causes and outcomes in TBI patients presenting to two major trauma hospitals in the capital city –Tbilisi. Patients and Methods The prospective observational study was conducted at Acad. O. Gudushauri National Medical Center and M. Iashvili Children’s Central Hospital from March, 1 through August, 31, 2019. Patients of all age groups admitted to one of the study hospitals with a TBI diagnosis were eligible for participation. Collected data were uploaded using the electronic data collection tool –REDCap, analyzed through SPSS software and evaluated to provide detailed information on TBI-related variables and outcomes using descriptive statistics. Results Overall, 542 hospitalized patients were enrolled during the study period, about 63% were male and the average age was 17.7. The main causes of TBI were falls (58%) and struck by or against an object (22%). The 97% suffered from mild TBI (GCS 13–15). Over 23% of patients arrived at the hospital more than 1 hour after injury and 25% after more than 4-hours post-injury. Moderate and severe TBI were associated with an increased hospital length of stay. Mortality rate of severe TBI was 54%. Conclusion This study provides important information on the major epidemiological characteristics of TBI in Georgia, which should be considered for setting priorities for injury management.
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Affiliation(s)
- Eka Burkadze
- Department of Public Health, Faculty of Medicine, Ivane Javakhishvili Tbilisi State University, Tbilisi, Georgia
| | - Ketevan Axobadze
- Department of Public Health, Faculty of Medicine, Ivane Javakhishvili Tbilisi State University, Tbilisi, Georgia
| | - Nino Chkhaberidze
- Department of Public Health, Faculty of Medicine, Ivane Javakhishvili Tbilisi State University, Tbilisi, Georgia
| | - Nino Chikhladze
- Department of Public Health, Faculty of Medicine, Ivane Javakhishvili Tbilisi State University, Tbilisi, Georgia
| | - Madalina Adina Coman
- Department of Public Health, College of Political, Administrative and Communication Sciences, Babes-Bolyai University, Cluj-Napoca, Romania
| | - Diana Dulf
- Department of Public Health, College of Political, Administrative and Communication Sciences, Babes-Bolyai University, Cluj-Napoca, Romania
| | - Corinne Peek-Asa
- Department of Occupational and Environmental Health, College of Public Health, University of Iowa, Iowa City, IA, USA
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Grevfors N, Lindblad C, Nelson DW, Svensson M, Thelin EP, Rubenson Wahlin R. Delayed Neurosurgical Intervention in Traumatic Brain Injury Patients Referred From Primary Hospitals Is Not Associated With an Unfavorable Outcome. Front Neurol 2021; 11:610192. [PMID: 33519689 PMCID: PMC7839281 DOI: 10.3389/fneur.2020.610192] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2020] [Accepted: 12/03/2020] [Indexed: 01/29/2023] Open
Abstract
Background: Secondary transports of patients suffering from traumatic brain injury (TBI) may result in a delayed management and neurosurgical intervention, which is potentially detrimental. The aim of this study was to study the effect of triaging and delayed transfers on outcome, specifically studying time to diagnostics and neurosurgical management. Methods: This was a retrospective observational cohort study of TBI patients in need of neurosurgical care, 15 years and older, in the Stockholm Region, Sweden, from 2008 throughout 2014. Data were collected from pre-hospital and in-hospital charts. Known TBI outcome predictors, including the protein biomarker of brain injury S100B, were used to assess injury severity. Characteristics and outcomes of direct trauma center (TC) and those of secondary transfers were evaluated and compared. Functional outcome, using the Glasgow Outcome Scale, was assessed in survivors at 6–12 months after trauma. Regression models, including propensity score balanced models, were used for endpoint assessment. Results: A total of n = 457 TBI patients were included; n = 320 (70%) patients were direct TC transfers, whereas n = 137 (30%) were secondary referrals. In all, n = 295 required neurosurgery for the first 24 h after trauma (about 75% of each subgroup). Direct TC transfers were more severely injured (median Glasgow Coma Scale 8 vs. 13) and more often suffered a high energy trauma (31 vs. 2.9%) than secondary referrals. Admission S100B was higher in the TC transfer group, though S100B levels 12–36 h after trauma were similar between cohorts. Direct or indirect TC transfer could be predicted using propensity scoring. The secondary referrals had a shorter distance to the primary hospital, but had later radiology and surgery than the TC group (all p < 0.001). In adjusted multivariable analyses with and without propensity matching, direct or secondary transfers were not found to be significantly related to outcome. Time from trauma to surgery did not affect outcome. Conclusions: TBI patients secondary transported to a TC had surgical intervention performed hours later, though this did not affect outcome, presumably demonstrating that accurate pre-hospital triaging was performed. This indicates that for selected patients, a wait-and-see approach with delayed neurosurgical intervention is not necessarily detrimental, but warrants further research.
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Affiliation(s)
- Niklas Grevfors
- Division of Perioperative Medicine and Intensive Care (PMI), Department of Anesthesiology, Karolinska University Hospital, Stockholm, Sweden
| | - Caroline Lindblad
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - David W Nelson
- Division of Perioperative Medicine and Intensive Care (PMI), Department of Anesthesiology, Karolinska University Hospital, Stockholm, Sweden.,Section of Anesthesiology and Intensive Care, Department of Physiology and Pharmacology, Karolinska Institutet, Stockholm, Sweden
| | - Mikael Svensson
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden.,Department of Neurosurgery, Karolinska University Hospital, Stockholm, Sweden
| | - Eric Peter Thelin
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden.,Department of Neurology, Karolinska University Hospital, Stockholm, Sweden
| | - Rebecka Rubenson Wahlin
- Department of Clinical Science and Education, Södersjukhuset, Karolinska Institutet, Stockholm, Sweden.,Department of Anesthesia and Intensive Care, Södersjukhuset, Stockholm, Sweden.,Ambulance Medical Service in Stockholm (Ambulanssjukvården i Storstockholm AB), Stockholm, Sweden.,Academic EMS, Stockholm, Sweden
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Gamble M, Luggya TS, Mabweijano J, Nabulime J, Mowafi H. Impact of nursing education and a monitoring tool on outcomes in traumatic brain injury. Afr J Emerg Med 2020; 10:181-187. [PMID: 33299746 PMCID: PMC7700954 DOI: 10.1016/j.afjem.2020.05.013] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2019] [Revised: 05/19/2020] [Accepted: 05/29/2020] [Indexed: 11/18/2022] Open
Abstract
Introduction Throughout the world, traumatic brain injury (TBI) is one of the leading causes of morbidity and mortality. Low-and middle-income countries experience an especially high burden of TBI. While guidelines for TBI management exist in high income countries, little is known about the optimal management of TBI in low resource settings. Prevention of secondary injuries is feasible in these settings and has potential to improve mortality. Methods A pragmatic quasi-experimental study was conducted in the emergency centre (EC) of Mulago National Referral Hospital to evaluate the impact of TBI nursing education and use of a monitoring tool on mortality. Over 24 months, data was collected on 541 patients with moderate (GCS9-13) to severe (GCS≤8) TBI. The primary outcome was in-hospital mortality and secondary outcomes included time to imaging, time to surgical intervention, time to advanced airway, length of stay and number of vital signs recorded. Results Data were collected on 286 patients before the intervention and 255 after. Unadjusted mortality was higher in the post-intervention group but appeared to be related to severity of TBI, not the intervention itself. Apart from number of vital signs, secondary outcomes did not differ significantly between groups. In the post-intervention group, vital signs were recorded an average of 2.85 times compared to 0.49 in the pre-intervention group (95% CI 2.08-2.62, p ≤ 0.001). The median time interval between vital signs in the post-intervention group was 4.5 h (IQR 2.1-10.6). Conclusion Monitoring of vital signs in the EC improved with nursing education and use of a monitoring tool, however, there was no detectable impact on mortality. The high mortality among patients with TBI underscores the need for treatment strategies that can be implemented in low resource settings. Promising approaches include improved monitoring, organized trauma systems and protocols with an emphasis on early aggressive care and primary prevention.
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Staton CA, Zhao D, Ginalis EE, Hirshon JM, Sakita F, Swahn MH, Mmbaga BT, Vissoci JRN. Alcohol Availability, Cost, Age of First Drink, and Its Association with At-Risk Alcohol Use in Moshi, Tanzania. Alcohol Clin Exp Res 2020; 44:2266-2274. [PMID: 32944986 PMCID: PMC7680393 DOI: 10.1111/acer.14457] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2020] [Accepted: 09/02/2020] [Indexed: 11/30/2022]
Abstract
BACKGROUND The Kilimanjaro region has one of the highest levels of reported alcohol intake per capita in Tanzania. Age at first drink has been found to be associated with alcohol problems in adulthood, but there is less information on the age of first drink in the Kilimanjaro region and its associations with alcohol-related consequences later in life. Furthermore, local alcohol cost and availability may influence the prevalence of alcohol use and alcohol use disorders. METHODS Data on the age of first drink, alcohol use disorder identification tool (AUDIT), number and type of alcohol consequences (DrInC), and perceived alcohol at low cost and high availability for children and adolescents were collected from an alcohol and health behavior survey of injury patients (N = 242) in Moshi, Tanzania. Generalized linear models were used to test age at first drink, perceived alcohol cost and availability, and their association with the AUDIT and DrInC scores, and current alcohol use, respectively. RESULTS Consuming alcohol before age 18 was significantly associated with higher AUDIT and DrInC scores, with odds ratios of 1.22 (CI: 1.004, 1.47) and 1.72 (CI: 1.11, 2.63), respectively. Female gender is strongly associated with less alcohol use and alcohol consequences, represented by an odds ratio of 3.70 (CI: 1.72, 8.33) for an AUDIT score above 8 and an odds ratio of 3.84 (CI: 2.13, 6.67) with the DrInC score. Perceived high availability of alcohol for children is significantly related to higher alcohol use quantity, with the odds ratio of 1.6 (CI: 1.17, 2.20). CONCLUSIONS The first use of alcohol before the age of 18 is associated with higher alcohol use and alcohol-related adverse consequences. In Tanzania, age at first drink is an important target for interventions aiming to prevent negative alcohol-related consequences later in life.
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Affiliation(s)
| | - Duan Zhao
- Duke Kunshan Global Health Research Center, Duke Kunshan University, Kunshan, Jiangsu China
| | | | - Jon Mark Hirshon
- University of Maryland School of Medicine, College Park, Maryland USA
| | | | | | - Blandina Theophil Mmbaga
- Duke Global Health Institute, Duke University, Durham, NC USA
- Kilimanjaro Christian Medical Centre, Moshi, Tanzania
- Kilimanjaro Clinical Research Institute, Moshi, Tanzania
- Kilimanjaro Christian Medical University College, Moshi, Tanzania
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Zimmerman A, Fox S, Griffin R, Nelp T, Thomaz EBAF, Mvungi M, Mmbaga BT, Sakita F, Gerardo CJ, Vissoci JRN, Staton CA. An analysis of emergency care delays experienced by traumatic brain injury patients presenting to a regional referral hospital in a low-income country. PLoS One 2020; 15:e0240528. [PMID: 33045030 PMCID: PMC7549769 DOI: 10.1371/journal.pone.0240528] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2020] [Accepted: 09/29/2020] [Indexed: 11/12/2022] Open
Abstract
Background Trauma is a leading cause of death and disability worldwide. In low- and middle-income countries (LMICs), trauma patients have a higher risk of experiencing delays to care due to limited hospital resources and difficulties in reaching a health facility. Reducing delays to care is an effective method for improving trauma outcomes. However, few studies have investigated the variety of care delays experienced by trauma patients in LMICs. The objective of this study was to describe the prevalence of pre- and in-hospital delays to care, and their association with poor outcomes among trauma patients in a low-income setting. Methods We used a prospective traumatic brain injury (TBI) registry from Kilimanjaro Christian Medical Center in Moshi, Tanzania to model nine unique delays to care. Multiple regression was used to identify delays significantly associated with poor in-hospital outcomes. Results Our analysis included 3209 TBI patients. The most common delay from injury occurrence to hospital arrival was 1.1 to 4.0 hours (31.9%). Most patients were evaluated by a physician within 15.0 minutes of arrival (69.2%). Nearly all severely injured patients needed and did not receive a brain computed tomography scan (95.0%). A majority of severely injured patients needed and did not receive oxygen (80.8%). Predictors of a poor outcome included delays to lab tests, fluids, oxygen, and non-TBI surgery. Conclusions Time to care data is informative, easy to collect, and available in any setting. Our time to care data revealed significant constraints to non-personnel related hospital resources. Severely injured patients with the greatest need for care lacked access to medical imaging, oxygen, and surgery. Insights from our study and future studies will help optimize resource allocation in low-income hospitals thereby reducing delays to care and improving trauma outcomes in LMICs.
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Affiliation(s)
- Armand Zimmerman
- Duke Global Health Institute, Duke University, Durham, North Carolina, United States of America
| | - Samara Fox
- Yale School of Medicine, New Haven, Connecticut, United States of America
| | - Randi Griffin
- Department of Evolutionary Anthropology, Duke University, Durham, North Carolina, United States of America
| | - Taylor Nelp
- Division of Emergency Medicine, Department of Surgery, Duke University Medical Center, Durham, North Carolina, United States of America
| | | | - Mark Mvungi
- Kilimanjaro Christian Medical Centre, Moshi, Tanzania
| | - Blandina T Mmbaga
- Kilimanjaro Christian Medical Centre, Moshi, Tanzania.,Kilimanjaro Clinical Research Institute, Moshi, Tanzania.,Kilimanjaro Christian Medical University College, Moshi, Tanzania
| | - Francis Sakita
- Kilimanjaro Christian Medical Centre, Moshi, Tanzania.,Kilimanjaro Christian Medical University College, Moshi, Tanzania
| | - Charles J Gerardo
- Division of Emergency Medicine, Department of Surgery, Duke University Medical Center, Durham, North Carolina, United States of America
| | - Joao Ricardo Nickenig Vissoci
- Duke Global Health Institute, Duke University, Durham, North Carolina, United States of America.,Division of Emergency Medicine, Department of Surgery, Duke University Medical Center, Durham, North Carolina, United States of America
| | - Catherine A Staton
- Duke Global Health Institute, Duke University, Durham, North Carolina, United States of America.,Division of Emergency Medicine, Department of Surgery, Duke University Medical Center, Durham, North Carolina, United States of America
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Elahi C, Rocha TAH, da Silva NC, Sakita FM, Ndebea AS, Fuller A, Haglund MM, Mmbaga BT, Nickenig Vissoci JR, Staton CA. An evaluation of outcomes in patients with traumatic brain injury at a referral hospital in Tanzania: evidence from a survival analysis. Neurosurg Focus 2020; 47:E6. [PMID: 31675716 DOI: 10.3171/2019.7.focus19316] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2019] [Accepted: 07/31/2019] [Indexed: 11/06/2022]
Abstract
OBJECTIVE The purpose of this study was to determine if patients with traumatic brain injury (TBI) in low- and middle-income countries who receive surgery have better outcomes than patients with TBI who do not receive surgery, and whether this differs with severity of injury. METHODS The authors generated a series of Kaplan-Meier plots and performed multiple Cox proportional hazard models to assess the relationship between TBI surgery and TBI severity. The TBI severity was categorized using admission Glasgow Coma Scale scores: mild (14, 15), moderate (9-13), or severe (3-8). The authors investigated outcomes from admission to hospital day 14. The outcome considered was the Glasgow Outcome Scale-Extended, categorized as poor outcome (1-4) and good outcome (5-8). The authors used TBI registry data collected from 2013 to 2017 at a regional referral hospital in Tanzania. RESULTS Of the final 2502 patients, 609 (24%) received surgery and 1893 (76%) did not receive surgery. There were significantly fewer road traffic injuries and more violent causes of injury in those receiving surgery. Those receiving surgery were also more likely to receive care in the ICU, to have a poor outcome, to have a moderate or severe TBI, and to stay in the hospital longer. The hazard ratio for patients with TBI who underwent operation versus those who did not was 0.17 (95% CI 0.06-0.49; p < 0.001) in patients with moderate TBI; 0.2 (95% CI 0.06-0.64; p = 0.01) for those with mild TBI, and 0.47 (95% CI 0.24-0.89; p = 0.02) for those with severe TBI. CONCLUSIONS Those who received surgery for their TBI had a lower hazard for poor outcome than those who did not. Surgical intervention was associated with the greatest improvement in outcomes for moderate head injuries, followed by mild and severe injuries. The findings suggest a reprioritization of patients with moderate TBI-a drastic change to the traditional practice within low- and middle-income countries in which the most severely injured patients are prioritized for care.
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Affiliation(s)
- Cyrus Elahi
- 1Division of Neurosurgery and Neurology, Department of Neurosurgery, Duke University Medical Center.,2Duke Global Health Institute, Duke University, Durham, North Carolina
| | - Thiago Augusto Hernandes Rocha
- 1Division of Neurosurgery and Neurology, Department of Neurosurgery, Duke University Medical Center.,3Pan American Health Organization, World Health Organization, Brasilia
| | - Núbia Cristina da Silva
- 1Division of Neurosurgery and Neurology, Department of Neurosurgery, Duke University Medical Center.,4Methods Analytics and Technology for Health (MATH) Consortium, Belo Horizonte, Brazil
| | | | | | - Anthony Fuller
- 1Division of Neurosurgery and Neurology, Department of Neurosurgery, Duke University Medical Center.,2Duke Global Health Institute, Duke University, Durham, North Carolina
| | - Michael M Haglund
- 1Division of Neurosurgery and Neurology, Department of Neurosurgery, Duke University Medical Center.,2Duke Global Health Institute, Duke University, Durham, North Carolina
| | | | - João Ricardo Nickenig Vissoci
- 1Division of Neurosurgery and Neurology, Department of Neurosurgery, Duke University Medical Center.,2Duke Global Health Institute, Duke University, Durham, North Carolina.,6Division of Emergency Medicine, Department of Surgery, Duke University Medical Center, Durham, North Carolina
| | - Catherine A Staton
- 1Division of Neurosurgery and Neurology, Department of Neurosurgery, Duke University Medical Center.,2Duke Global Health Institute, Duke University, Durham, North Carolina.,6Division of Emergency Medicine, Department of Surgery, Duke University Medical Center, Durham, North Carolina
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Hernandes Rocha TA, Elahi C, Cristina da Silva N, Sakita FM, Fuller A, Mmbaga BT, Green EP, Haglund MM, Staton CA, Nickenig Vissoci JR. A traumatic brain injury prognostic model to support in-hospital triage in a low-income country: a machine learning-based approach. J Neurosurg 2020; 132:1961-1969. [PMID: 31075779 DOI: 10.3171/2019.2.jns182098] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2018] [Accepted: 02/12/2019] [Indexed: 11/06/2022]
Abstract
OBJECTIVE Traumatic brain injury (TBI) is a leading cause of death and disability worldwide, with a disproportionate burden of this injury on low- and middle-income countries (LMICs). Limited access to diagnostic technologies and highly skilled providers combined with high patient volumes contributes to poor outcomes in LMICs. Prognostic modeling as a clinical decision support tool, in theory, could optimize the use of existing resources and support timely treatment decisions in LMICs. The objective of this study was to develop a machine learning-based prognostic model using data from Kilimanjaro Christian Medical Centre in Moshi, Tanzania. METHODS This study is a secondary analysis of a TBI data registry including 3138 patients. The authors tested nine different machine learning techniques to identify the prognostic model with the greatest area under the receiver operating characteristic curve (AUC). Input data included demographics, vital signs, injury type, and treatment received. The outcome variable was the discharge score on the Glasgow Outcome Scale-Extended. RESULTS The AUC for the prognostic models varied from 66.2% (k-nearest neighbors) to 86.5% (Bayesian generalized linear model). An increasing Glasgow Coma Scale score, increasing pulse oximetry values, and undergoing TBI surgery were predictive of a good recovery, while injuries suffered from a motor vehicle crash and increasing age were predictive of a poor recovery. CONCLUSIONS The authors developed a TBI prognostic model with a substantial level of accuracy in a low-resource setting. Further research is needed to externally validate the model and test the algorithm as a clinical decision support tool.
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Affiliation(s)
| | - Cyrus Elahi
- 1Duke Division of Global Neurosurgery and Neurology
- 2Duke University Global Health Institute, Durham, North Carolina
| | | | | | - Anthony Fuller
- 1Duke Division of Global Neurosurgery and Neurology
- 2Duke University Global Health Institute, Durham, North Carolina
- 4Department of Neurosurgery, Duke University Medical Center
| | - Blandina T Mmbaga
- 2Duke University Global Health Institute, Durham, North Carolina
- 3Kilimanjaro Christian Medical Centre, Moshi, Tanzania
- 5Kilimanjaro Clinical Research Institute, Moshi, Tanzania
| | - Eric P Green
- 2Duke University Global Health Institute, Durham, North Carolina
| | - Michael M Haglund
- 1Duke Division of Global Neurosurgery and Neurology
- 2Duke University Global Health Institute, Durham, North Carolina
- 4Department of Neurosurgery, Duke University Medical Center
| | - Catherine A Staton
- 1Duke Division of Global Neurosurgery and Neurology
- 2Duke University Global Health Institute, Durham, North Carolina
- 6Division of Emergency Medicine, Duke University Medical Center, Durham, North Carolina; and
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Meier BJ, El-Gabri D, Friedman K, Mvungi M, Mmbaga BT, Nickenig Vissoci JR, Staton CA. Perceptions of alcohol use among injury patients and their family members in Tanzanian society. Alcohol 2020; 83:9-15. [PMID: 31195127 PMCID: PMC7197291 DOI: 10.1016/j.alcohol.2019.06.001] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2018] [Revised: 05/31/2019] [Accepted: 06/03/2019] [Indexed: 11/16/2022]
Abstract
Alcohol is one of the leading causes of death and disability worldwide. Rates of alcohol abuse in Moshi, Tanzania, are about 2.5 times higher than the Tanzanian average. We sought to qualitatively assess the perceptions of alcohol use among injury patients in Moshi, including availability, consumption patterns, abuse, and treatments. Participants were Emergency Department injury patients, their families, and community advisory board members. Participants were included if they were ≥18 years of age, a patient or patient's family member seeking care at the Kilimanjaro Christian Medical Center Emergency Department, Moshi, Tanzania, for an acute injury, clinically sober at the time of enrollment, medically stable, able to communicate in Swahili and consented to participate. Focus group discussions were audiotaped, transcribed, translated, and analyzed in parallel using an inductive thematic content analysis approach. Resultant themes were then reanalyzed to ensure internal homogeneity and external heterogeneity. Fourteen focus group discussions, with a total of 104 participants (40 patients, 50 family members, 14 community advisory board members), were conducted. Major themes resulting from the analysis included: 1) Early/repeated exposure; 2) Moderate use as a social norm with positive attributes; 3) Complications of abuse are widely stigmatized; and 4) Limited knowledge of availability of treatment. Our findings suggest that, among our unique injury population and their families, despite the normalization of alcohol-related behaviors, there is strong stigma toward complications stemming from excess alcohol use. Overall, resources for alcohol treatment and cessation, although broadly desired, are unknown to the injury population.
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Affiliation(s)
- Brian J Meier
- Duke Global Health Institute, Duke University, 310 Trent Drive, Durham, NC, 27710, USA; Duke Emergency Medicine, Duke University Medical Center, 2301 Erwin Road, DUMC Box 3096, Durham, NC, 27710, USA
| | - Deena El-Gabri
- Duke Global Health Institute, Duke University, 310 Trent Drive, Durham, NC, 27710, USA
| | - Kaitlyn Friedman
- Duke Global Health Institute, Duke University, 310 Trent Drive, Durham, NC, 27710, USA
| | - Mark Mvungi
- Kilimanjaro Christian Medical Center, P.O. Box 3010, Moshi, Tanzania
| | - Blandina T Mmbaga
- Duke Global Health Institute, Duke University, 310 Trent Drive, Durham, NC, 27710, USA; Kilimanjaro Christian Medical Center, P.O. Box 3010, Moshi, Tanzania; Kilimanjaro Clinical Research Institute and Kilimanjaro Christian Medical University College, P.O. Box 2240, Moshi, Tanzania
| | - João Ricardo Nickenig Vissoci
- Duke Global Health Institute, Duke University, 310 Trent Drive, Durham, NC, 27710, USA; Duke Emergency Medicine, Duke University Medical Center, 2301 Erwin Road, DUMC Box 3096, Durham, NC, 27710, USA; Division of Global Neurosurgery and Neurology, Department of Neurosurgery, Duke University Medical Center, Durham, NC, 27710, USA
| | - Catherine A Staton
- Duke Global Health Institute, Duke University, 310 Trent Drive, Durham, NC, 27710, USA; Duke Emergency Medicine, Duke University Medical Center, 2301 Erwin Road, DUMC Box 3096, Durham, NC, 27710, USA; Division of Global Neurosurgery and Neurology, Department of Neurosurgery, Duke University Medical Center, Durham, NC, 27710, USA.
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Abdelgadir J, Elahi C, Corley J, Wall KC, Najjuma JN, Muhindo A, Nickenig Vissoci JR, Haglund MM, Kitya D. Trends in neurosurgical care in Western Uganda: an interrupted time series analysis. Neurosurg Focus 2019; 45:E15. [PMID: 30269580 DOI: 10.3171/2018.7.focus18270] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
OBJECTIVE In addition to the rising burden of surgical disease globally, infrastructure and human resources for health remain a great challenge for low- and middle-income countries, especially in Uganda. In this study, the authors aim to explore the trends of neurosurgical care at a regional referral hospital in Uganda and assess the long-term impact of the institutional collaboration between Mulago National Referral Hospital and Duke University. METHODS An interrupted time series is a quasi-experimental design used to evaluate the effects of an intervention on longitudinal data. The authors applied this design to evaluate the trends in monthly mortality rates for neurosurgery patients at Mbarara Regional Referral Hospital (MRRH) from March 2013 to October 2015. They used segmented regression and autoregressive integrated moving average models for the analysis. RESULTS Over the study timeframe, MRRH experienced significant increases in referrals received (from 117 in 2013 to 211 in 2015), neurosurgery patients treated (from 337 in 2013 to 625 in 2015), and operations performed (from 61 in 2013 to 173 in 2015). Despite increasing patient volumes, the hospital achieved a significant reduction in hospital mortality during 2015 compared to prior years (p value = 0.0039). CONCLUSIONS This interrupted time series analysis study showed improving trends of neurosurgical care in Western Uganda. There is a steady increase in volume accompanied by a sharp decrease in mortality through the years. Multiple factors are implicated in the significant increase in volume and decrease in mortality, including the addition of a part-time neurosurgeon, improvement in infrastructure, and increased experience. Further in-depth prospective studies exploring seasonality and long-term outcomes are warranted.
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Affiliation(s)
- Jihad Abdelgadir
- 1Department of Neurosurgery, Duke University Medical Center.,2Duke Division of Global Neurosurgery and Neurology
| | - Cyrus Elahi
- 2Duke Division of Global Neurosurgery and Neurology.,3Duke University Global Health Institute
| | - Jacquelyn Corley
- 1Department of Neurosurgery, Duke University Medical Center.,2Duke Division of Global Neurosurgery and Neurology
| | - Kevin C Wall
- 4Duke University School of Medicine, Durham, North Carolina
| | - Josephine N Najjuma
- 5Department of Neurosurgery, Mbarara Regional Referral Hospital, Mbarara; and
| | - Alex Muhindo
- 6Department of Neurosurgery, Mulago National Referral Hospital, Kampala, Uganda
| | | | - Michael M Haglund
- 1Department of Neurosurgery, Duke University Medical Center.,3Duke University Global Health Institute
| | - David Kitya
- 5Department of Neurosurgery, Mbarara Regional Referral Hospital, Mbarara; and
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Robertson FC, Briones R, Mekary RA, Baticulon RE, Jimenez MA, Leather AJM, Broekman MLD, Park KB, Gormley WB, Lucena LL. Task-Sharing for Emergency Neurosurgery: A Retrospective Cohort Study in the Philippines. World Neurosurg X 2019; 6:100058. [PMID: 32309799 PMCID: PMC7154225 DOI: 10.1016/j.wnsx.2019.100058] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2019] [Accepted: 08/28/2019] [Indexed: 12/18/2022] Open
Abstract
Objective The safety and effectiveness of task-sharing (TS) in neurosurgery, delegating clinical roles to non-neurosurgeons, is not well understood. This study evaluated an ongoing TS model in the Philippines, where neurosurgical workforce deficits are compounded with a large neurotrauma burden. Methods Medical records from emergency neurosurgical admissions to 2 hospitals were reviewed (January 2015-June 2018): Bicol Medical Center (BMC), a government hospital in which emergency neurosurgery is chiefly performed by general surgery residents (TS providers), and Mother Seton Hospital, an adjacent private hospital where neurosurgery consultants are the primary surgeons. Univariable and multivariable linear and logistic regression compared provider-associated outcomes. Results Of 214 emergency neurosurgery operations, TS providers performed 95 and neurosurgeons, 119. TS patients were more often male (88.4% vs. 73.1%; P = 0.007), younger (mean age, 27.6 vs. 50.5 years; P < 0.001), and had experienced road traffic accidents (69.1% vs. 31.4%; P < 0.001). There were no significant differences between Glasgow Coma Scale (GCS) scores on admission. Provider type was not associated with mortality (neurosurgeons, 20.2%; TS, 17.9%; P = 0.68), reoperation, or pneumonia. No significant differences were observed for GCS improvement between admission and discharge or in-hospital GCS improvement, including or excluding inpatient deaths. TS patients had shorter lengths of stay (17.3 days vs. 24.4 days; coefficient, -6.67; 95% confidence interval, -13.01 to -0.34; P < 0.05) and were more likely to undergo tracheostomy (odds ratio, 3.1; 95% confidence interval, 1.30-7.40; P = 0.01). Conclusions This study, one of the first to examine outcomes of neurosurgical TS, shows that a strategic TS model for emergency neurosurgery produces comparable outcomes to the local neurosurgeons.
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Key Words
- BMC, Bicol Medical Center
- CI, Confidence interval
- CT, Computed tomography
- GCS, Glasgow Coma Scale
- Global health
- Global neurosurgery
- HIC, High-income country
- ICU, Intensive care unit
- LMIC
- LMIC, Low- and middle-income country
- MS, Mother Seton Hospital
- Neurotrauma
- OR, Odds ratio
- TBI, Traumatic brain injury
- TS, Task-sharing
- TS/S, Task-shifting and task-sharing
- Task-sharing
- Task-shifting
- Workforce
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Affiliation(s)
- Faith C Robertson
- Harvard Medical School, Boston, Massachusetts, USA.,Computational Neuroscience Outcomes Center, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Richard Briones
- Department of Surgery, Bicol Medical Center, Naga City, Philippines
| | - Rania A Mekary
- Computational Neuroscience Outcomes Center, Brigham and Women's Hospital, Boston, Massachusetts, USA.,MCPHS University, Department of Pharmaceutical Business and Administrative Sciences, School of Pharmacy, Boston, Massachusetts, USA
| | - Ronnie E Baticulon
- Departments of Anatomy and Neurosciences, University of the Philippines-Philippines General Hospital, Manila, Philippines
| | - Miguel A Jimenez
- Computational Neuroscience Outcomes Center, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Andrew J M Leather
- King's Centre for Global Health & Health Partnerships, School of Population Health and Environmental Sciences, Faculty of Life Sciences & Medicine, King's College London, London, United Kingdom
| | - Marike L D Broekman
- Leiden University Medical Center, Neurosurgery, Leiden, the Netherlands.,Department of Neurosurgery, Haaglanden Medical Center, The Hague, Netherlands
| | - Kee B Park
- Global Neurosurgery Initiative, Program in Global Surgery and Social Change, Department of Global Health and Social Medicine, Harvard Medical School, Boston, Massachusetts, USA
| | - William B Gormley
- Harvard Medical School, Boston, Massachusetts, USA.,Computational Neuroscience Outcomes Center, Brigham and Women's Hospital, Boston, Massachusetts, USA.,Department of Neurological Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Lynne L Lucena
- Department of Surgery, Bicol Medical Center, Naga City, Philippines.,Bicol Regional Teaching and Training Hospital, Legazpi, Bicol, Philippines
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Epidemiology of Pediatric Traumatic Brain Injury at Sylvanus Olympio University Hospital of Lomé in Togo. Anesthesiol Res Pract 2019; 2019:4038319. [PMID: 31467523 PMCID: PMC6701323 DOI: 10.1155/2019/4038319] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2019] [Revised: 06/19/2019] [Accepted: 06/23/2019] [Indexed: 11/18/2022] Open
Abstract
Introduction Severe pediatric traumatic brain injury (pTBI) is a leading cause of disability and death in children worldwide. Children victims of pTBI are admitted to the Sylvanus Olympio University Hospital (SOUH) at the multipurpose Intensive Care Unit (ICU). We aimed in this study to describe the epidemiologic characteristics and outcomes of pTBI patients admitted in this ICU. Patients and Methods This study was conducted at the ICU of SOUH of Lome. It was a retrospective study based on patients' records from 0 to 15 years old admitted during the period from 1 January 2012 to 30 June 2018 (5 years and 6 months). Results We recorded 91 pTBI included in the study. The mean age was 7.7 ± 4.3 years. The male predominated with 67.0%. Road traffic accidents were the most common cause (79.1%), followed by falls (19.8%). The average pediatric Glasgow Coma Scale (pGCS) was 6.6 ± 1.4, with a mean Injury Severity Score (ISS) of 23.1 ± 8.4. The most common brain injuries found in the CT scan were brain edema (72.9%), skull fracture (69.5%), and brain contusion (55.9%). The average duration under mechanical ventilation was 2.1 ± 2.9 days, and the mean ICU stay was 4.9 ± 4.4 days. Overall mortality was 31.9% (29 cases). Factors significantly associated (p < 0.05) with death were hypotension (51.7%), anemia (43.1%), hyperthermia (46.7%), GCS < 6 (64%), and ISS > 20 (48.9%). Conclusion pTBI mortality remains high in SOUH ICU. Factors associated with mortality were secondary systemic insults, worse GCS < 6, and ISS > 20.
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Bangdiwala SI. Basic epidemiology research designs III: cohort prospective design. Int J Inj Contr Saf Promot 2019; 26:322-325. [PMID: 31195894 DOI: 10.1080/17457300.2019.1625167] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Affiliation(s)
- Shrikant I Bangdiwala
- a Population Health Research Institute and Department of Health Research Methods, Evidence and Impact, McMaster University , Hamilton , ON , Canada.,b Institute for Social and Health Sciences, University of South Africa , Johannesburg , South Africa.,c Violence, Injury & Peace Research Unit, South Africa Medical Research Council , Tygerberg , South Africa
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Vissoci JRN, de Oliveira LP, Gafaar T, Haglund MM, Mvungi M, Mmbaga BT, Staton CA. Cross-cultural adaptation and psychometric properties of the MMSE and MoCA questionnaires in Tanzanian Swahili for a traumatic brain injury population. BMC Neurol 2019; 19:57. [PMID: 30961532 PMCID: PMC6454609 DOI: 10.1186/s12883-019-1283-9] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2018] [Accepted: 03/26/2019] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Traumatic Brain Injury (TBI) is the most common cause of injury-related death and disability globally, and a common sequelae is cognitive impairment. Addressing post-TBI cognitive deficits is crucial because they affect rehabilitation outcomes, but doing this requires valid and reliable cognitive assessment measures. However, no such instrument has been validated in Tanzania's TBI population. Mini-Mental State Examination (MMSE) and Montreal Cognitive Assessment (MoCA) are two commonly used instruments to measure cognitive impairment, and there have been a few studies reporting their use in post-TBI cognitive assessment. Our aim was to report the psychometric properties of the Swahili version of both scales amongst the TBI population in Tanzania. METHODS A cross-cultural adaptation committee participated in the translation and content validation process for both questionnaires. Our patient sample consisted of 192 adults with TBI who were admitted to Kilimanjaro Christian Medical Center (KCMC) in Tanzania. Confirmatory factor analysis, reliability and external validity were evaluated. RESULTS MoCA showed adequate factor loadings (values > 0.50 for all items except items 7 & 10) and adequate reliability (values > 0.70). Factor loadings for most of the MMSE items were below 0.5 and internal consistency was medium (< 0.7). Polychoric correlation between MMSE and MoCA was strong, positive and statistically significant (r = 0.68, p = 0.001); correlation with the cognitive subscale of FIM indicated moderately positive relationships - MMSE (r = 0.35, p = 0.001) and MoCA (r = 0.43, p = 0.001). CONCLUSIONS With the exception of the language and memory items, MoCA is a valid and reliable instrument for cognitive impairment screening in Tanzania's adult TBI population. On the other hand, MMSE does not appear to be an appropriate tool in this patient group, but its positive correlations with MoCA and cFIM indicate similar theoretical concepts. Both instruments require further validation studies to prove their predictive ability for screening cognitive impairment before they are considered suitable for clinical use.
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Affiliation(s)
- Joao Ricardo Nickenig Vissoci
- Duke Global Health Institute, Duke University, Durham, NC, USA.
- Duke Emergency Medicine, Duke University School of Medicine, Durham, NC, 27710, USA.
- Division of Global Neurosurgery and Neuroscience, Duke University, Durham, NC, USA.
| | | | - Temitope Gafaar
- Duke University School of Medicine, Duke University, Durham, NC, USA
| | - Michael M Haglund
- Duke Global Health Institute, Duke University, Durham, NC, USA
- Division of Global Neurosurgery and Neuroscience, Duke University, Durham, NC, USA
| | - Mark Mvungi
- Kilimanjaro Christian Medical Center, Moshi, Tanzania
| | - Blandina Theophil Mmbaga
- Kilimanjaro Christian Medical Center, Moshi, Tanzania
- Kilimanjaro Clinical Research Institute, Moshi, Tanzania
| | - Catherine A Staton
- Duke Global Health Institute, Duke University, Durham, NC, USA
- Duke Emergency Medicine, Duke University School of Medicine, Durham, NC, 27710, USA
- Division of Global Neurosurgery and Neuroscience, Duke University, Durham, NC, USA
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Dewan MC, Rattani A, Gupta S, Baticulon RE, Hung YC, Punchak M, Agrawal A, Adeleye AO, Shrime MG, Rubiano AM, Rosenfeld JV, Park KB. Estimating the global incidence of traumatic brain injury. J Neurosurg 2019; 130:1080-1097. [PMID: 29701556 DOI: 10.3171/2017.10.jns17352] [Citation(s) in RCA: 1230] [Impact Index Per Article: 246.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2017] [Accepted: 10/18/2017] [Indexed: 11/06/2022]
Abstract
OBJECTIVE Traumatic brain injury (TBI)-the "silent epidemic"-contributes to worldwide death and disability more than any other traumatic insult. Yet, TBI incidence and distribution across regions and socioeconomic divides remain unknown. In an effort to promote advocacy, understanding, and targeted intervention, the authors sought to quantify the case burden of TBI across World Health Organization (WHO) regions and World Bank (WB) income groups. METHODS Open-source epidemiological data on road traffic injuries (RTIs) were used to model the incidence of TBI using literature-derived ratios. First, a systematic review on the proportion of RTIs resulting in TBI was conducted, and a meta-analysis of study-derived proportions was performed. Next, a separate systematic review identified primary source studies describing mechanisms of injury contributing to TBI, and an additional meta-analysis yielded a proportion of TBI that is secondary to the mechanism of RTI. Then, the incidence of RTI as published by the Global Burden of Disease Study 2015 was applied to these two ratios to generate the incidence and estimated case volume of TBI for each WHO region and WB income group. RESULTS Relevant articles and registries were identified via systematic review; study quality was higher in the high-income countries (HICs) than in the low- and middle-income countries (LMICs). Sixty-nine million (95% CI 64-74 million) individuals worldwide are estimated to sustain a TBI each year. The proportion of TBIs resulting from road traffic collisions was greatest in Africa and Southeast Asia (both 56%) and lowest in North America (25%). The incidence of RTI was similar in Southeast Asia (1.5% of the population per year) and Europe (1.2%). The overall incidence of TBI per 100,000 people was greatest in North America (1299 cases, 95% CI 650-1947) and Europe (1012 cases, 95% CI 911-1113) and least in Africa (801 cases, 95% CI 732-871) and the Eastern Mediterranean (897 cases, 95% CI 771-1023). The LMICs experience nearly 3 times more cases of TBI proportionally than HICs. CONCLUSIONS Sixty-nine million (95% CI 64-74 million) individuals are estimated to suffer TBI from all causes each year, with the Southeast Asian and Western Pacific regions experiencing the greatest overall burden of disease. Head injury following road traffic collision is more common in LMICs, and the proportion of TBIs secondary to road traffic collision is likewise greatest in these countries. Meanwhile, the estimated incidence of TBI is highest in regions with higher-quality data, specifically in North America and Europe.
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Affiliation(s)
- Michael C Dewan
- 1Global Neurosurgery Initiative, Program in Global Surgery and Social Change, Department of Global Health and Social Medicine
- 2Department of Neurological Surgery, Monroe Carell Jr. Children's Hospital at Vanderbilt, Vanderbilt University Medical Center
| | - Abbas Rattani
- 1Global Neurosurgery Initiative, Program in Global Surgery and Social Change, Department of Global Health and Social Medicine
- 3Meharry Medical College, School of Medicine, Nashville, Tennessee
| | | | - Ronnie E Baticulon
- 5University of the Philippines College of Medicine, Philippine General Hospital, Manila, Philippines
| | - Ya-Ching Hung
- 1Global Neurosurgery Initiative, Program in Global Surgery and Social Change, Department of Global Health and Social Medicine
| | - Maria Punchak
- 1Global Neurosurgery Initiative, Program in Global Surgery and Social Change, Department of Global Health and Social Medicine
- 6David Geffen School of Medicine at UCLA, Los Angeles, California
| | - Amit Agrawal
- 7Department of Neurosurgery, Narayana Medical College, Nellore, Andhra Pradesh, India
| | - Amos O Adeleye
- 8Division of Neurological Surgery, Department of Surgery, College of Medicine, University of Ibadan
- 9Department of Neurological Surgery, University College Hospital, Ibadan, Nigeria
| | - Mark G Shrime
- 1Global Neurosurgery Initiative, Program in Global Surgery and Social Change, Department of Global Health and Social Medicine
- 10Office of Global Surgery and Health, Department of Otolaryngology, Massachusetts Eye and Ear Infirmary, Boston, Massachusetts
| | - Andrés M Rubiano
- 11Neurosciences Institute, Neurosurgery Service, El Bosque University, El Bosque Clinic, MEDITECH-INUB Research Group, Bogotá, Colombia
| | - Jeffrey V Rosenfeld
- 12Department of Neurosurgery, Alfred Hospital
- 13Department of Surgery, Monash University, Melbourne, Australia; and
- 14Department of Surgery, F. Edward Hebert School of Medicine, Uniformed Services University of the Health Sciences, Bethesda, Maryland
| | - Kee B Park
- 1Global Neurosurgery Initiative, Program in Global Surgery and Social Change, Department of Global Health and Social Medicine
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Galson SW, Stanifer JW, Hertz JT, Temu G, Thielman N, Gafaar T, Staton CA. The burden of hypertension in the emergency department and linkage to care: A prospective cohort study in Tanzania. PLoS One 2019; 14:e0211287. [PMID: 30682173 PMCID: PMC6347227 DOI: 10.1371/journal.pone.0211287] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2018] [Accepted: 01/10/2019] [Indexed: 01/16/2023] Open
Abstract
OBJECTIVES Globally, hypertension affects one billion people and disproportionately burdens low-and middle-income countries. Despite the high disease burden in sub-Saharan Africa, optimal care models for diagnosing and treating hypertension have not been established. Emergency departments (EDs) are frequently the first biomedical healthcare contact for many people in the region. ED encounters may offer a unique opportunity for identifying high risk patients and linking them to care. METHODS Between July 2017 and March 2018, we conducted a prospective cohort study among patients presenting to a tertiary care ED in northern Tanzania. We recruited adult patients with a triage blood pressure ≥ 140/90 mmHg in order to screen for hypertension. We explored knowledge, attitudes and practices for hypertension using a questionnaire, and assessed factors associated with successful follow-up. Hypertension was defined as a single blood pressure measurement ≥ 160/100 mmHg or a three-time average of ≥ 140/90 mmHg. Uncontrolled hypertension was defined as a three-time average measurement of ≥ 160/100 mmHg. Successful follow-up was defined as seeing an outpatient provider within one month of the ED visit. RESULTS We enrolled 598 adults (mean age 59.6 years), of whom 539 (90.1%) completed the study. The majority (78.6%) of participants were aware of having hypertension. Many (223; 37.2%) had uncontrolled hypertension. Overall, only 236 (43.8%) of participants successfully followed-up within one month. Successful follow-up was associated with a greater understanding that hypertension requires lifelong treatment (RR 1.11; 95% CI 1.03,1.21) and inversely associated with greater anxiety about the future (RR 0.80; 95% CI 0.64,0.99). CONCLUSION In a northern Tanzanian tertiary care ED, the burden of hypertension is high, with few patients receiving optimal outpatient care follow-up. Multi-disciplinary strategies are needed to improve linkage to care for high-risk patients from ED settings.
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Affiliation(s)
- Sophie W. Galson
- Department of Surgery, Division of Emergency Medicine, Duke University, Durham, North Carolina, United States of America
- Duke Global Health Institute, Duke University, Durham, North Carolina, United States of America
- * E-mail:
| | - John W. Stanifer
- Duke Global Health Institute, Duke University, Durham, North Carolina, United States of America
- Department of Medicine, Division of Nephrology, Duke University, Durham, North Carolina, United States of America
| | - Julian T. Hertz
- Department of Surgery, Division of Emergency Medicine, Duke University, Durham, North Carolina, United States of America
- Duke Global Health Institute, Duke University, Durham, North Carolina, United States of America
| | - Gloria Temu
- Department of Medicine, Kilimanjaro Christian Medical College Hospital, Kilimanjaro, Tanzania
| | - Nathan Thielman
- Duke Global Health Institute, Duke University, Durham, North Carolina, United States of America
- Department of Medicine, Duke University, Durham, North Carolina, United States of America
| | - Temitope Gafaar
- Duke Global Health Institute, Duke University, Durham, North Carolina, United States of America
| | - Catherine A. Staton
- Department of Surgery, Division of Emergency Medicine, Duke University, Durham, North Carolina, United States of America
- Duke Global Health Institute, Duke University, Durham, North Carolina, United States of America
- Department of Neurosurgery, Division of Global Neurosurgery and Neuroscience, Durham, North Carolina, United States of America
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Vaca SD, Kuo BJ, Nickenig Vissoci JR, Staton CA, Xu LW, Muhumuza M, Ssenyonjo H, Mukasa J, Kiryabwire J, Rice HE, Grant GA, Haglund MM. Temporal Delays Along the Neurosurgical Care Continuum for Traumatic Brain Injury Patients at a Tertiary Care Hospital in Kampala, Uganda. Neurosurgery 2019; 84:95-103. [PMID: 29490070 PMCID: PMC6292785 DOI: 10.1093/neuros/nyy004] [Citation(s) in RCA: 43] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2017] [Accepted: 02/16/2018] [Indexed: 11/12/2022] Open
Abstract
BACKGROUND Significant care continuum delays between acute traumatic brain injury (TBI) and definitive surgery are associated with poor outcomes. Use of the "3 delays" model to evaluate TBI outcomes in low- and middle-income countries has not been performed. OBJECTIVE To describe the care continuum, using the 3 delays framework, and its association with TBI patient outcomes in Kampala, Uganda. METHODS Prospective data were collected for 563 TBI patients presenting to a tertiary hospital in Kampala from 1 June to 30 November 2016. Four time intervals were constructed along 5 time points: injury, hospital arrival, neurosurgical evaluation, computed tomography (CT) results, and definitive surgery. Time interval differences among mild, moderate, and severe TBI and their association with mortality were analyzed. RESULTS Significant care continuum differences were observed for interval 3 (neurosurgical evaluation to CT result) and 4 (CT result to surgery) between severe TBI patients (7 h for interval 3 and 24 h for interval 4) and mild TBI patients (19 h for interval 3 and 96 h for interval 4). These postarrival delays were associated with mortality for mild (P = .05) and moderate TBI (P = .03) patients. Significant hospital arrival delays for moderate TBI patients were associated with mortality (P = .04). CONCLUSION Delays for mild and moderate TBI patients were associated with mortality, suggesting that quality improvement interventions could target current triage practices. Future research should aim to understand the contributors to delays along the care continuum, opportunities for more effective resource allocation, and the need to improve prehospital logistical referral systems.
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Affiliation(s)
- Silvia D Vaca
- Stanford University School of Medicine, Palo Alto, California
- Stanford Center for Innovation in Global Health, Palo Alto, California
| | - Benjamin J Kuo
- Duke University Division of Global Neurosurgery and Neurology, Durham, North Carolina
- Duke University Global Health Institute, Durham, North Carolina
- Duke-NUS Medical School, Singapore, Singapore
| | - Joao Ricardo Nickenig Vissoci
- Duke University Division of Global Neurosurgery and Neurology, Durham, North Carolina
- Duke-NUS Medical School, Singapore, Singapore
- Duke Emergency Medicine, Duke University Medical Center, Durham, North Carolina
| | - Catherine A Staton
- Duke University Division of Global Neurosurgery and Neurology, Durham, North Carolina
- Duke-NUS Medical School, Singapore, Singapore
- Duke Emergency Medicine, Duke University Medical Center, Durham, North Carolina
| | - Linda W Xu
- Stanford Center for Innovation in Global Health, Palo Alto, California
- Department of Neurosurgery, Stanford University Medical Center, Palo Alto, California
| | | | | | - John Mukasa
- Department of Neurosurgery, Mulago Hospital, Kampala, Uganda
| | - Joel Kiryabwire
- Department of Neurosurgery, Mulago Hospital, Kampala, Uganda
| | - Henry E Rice
- Department of Surgery, Duke University Medical Center, Durham, North Carolina
| | - Gerald A Grant
- Stanford Center for Innovation in Global Health, Palo Alto, California
- Department of Neurosurgery, Stanford University Medical Center, Palo Alto, California
| | - Michael M Haglund
- Duke University Division of Global Neurosurgery and Neurology, Durham, North Carolina
- Duke University Global Health Institute, Durham, North Carolina
- Department of Neurosurgery, Duke University Medical Center, Durham, North Carolina
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Zhao D, Staton CA, He Q, Mmbaga BT, Vissoci JRN. Cross-Culture Adaptation and Psychometric Properties of the DrInC Questionnaire in Tanzanian Swahili. Front Public Health 2018; 6:330. [PMID: 30515371 PMCID: PMC6255945 DOI: 10.3389/fpubh.2018.00330] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2018] [Accepted: 10/26/2018] [Indexed: 11/18/2022] Open
Abstract
Aims: To develop Swahili versions of the Drinker Inventory of Consequences (DrInC) and evaluate its psychometric properties among a mixed population in Tanzania. Methods: A Swahili version of the DrInC was developed by a panel of bilingual Swahili and English speakers through translation and back-translation. The translated DrInC was administered to a sample of Tanzanian injury patients and a sample of the general population. The validity and reliability of the scale were tested using standard statistical methods. Results: The translated version of the DrInC questionnaire was found to have outstanding domain coherence and language clarity. The tested scale and subscales have adequate reliability (>0.85). Confirmatory factor analysis (CFA) confirmed the five-factor solution by yielding adequate results. DrInC score is statistically significantly correlated with alcohol consumption quantity and the AUDIT score, suggesting that DrInC is able to predict alcohol use as well. Conclusions: This study presents the first validation of the DrInC questionnaire with injury patients and a general population and the first adaptations of the DrInC questionnaire in the Tanzanian and Swahili setting. DrInC instrument was found to have satisfactory psychometric properties, resulting in a new medical and social research tool in this setting.
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Affiliation(s)
- Duan Zhao
- Duke Kunshan Global Health Research Center, Duke Kunshan University, Kunshan, China
| | - Catherine A Staton
- Duke Global Health Institute, Duke University, Durham, NC, United States
| | - Qing He
- Department of Linguistics, South China University of Technology, Guangzhou, China
| | - Blandina Theophil Mmbaga
- Duke Global Health Institute, Duke University, Durham, NC, United States.,Kilimanjaro Christian Medical Centre, Moshi, Tanzania.,Research and Innovation, Kilimanjaro Clinical Research Institute, Moshi, Tanzania.,Research and Innovation and Paediatric and Child Health, Kilimanjaro Christian Medical University College, Moshi, Tanzania
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Nguyen T, Vissoci JRN, Joelson T, Pesambili M, Haglund M, Gerardo CJ, Mvungi M, Staton CA. Injury prevalence and safety habits of boda boda drivers in Moshi, Tanzania: A mixed methods study. PLoS One 2018; 13:e0207570. [PMID: 30481196 PMCID: PMC6258469 DOI: 10.1371/journal.pone.0207570] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2017] [Accepted: 11/02/2018] [Indexed: 11/30/2022] Open
Abstract
BACKGROUND Traffic crashes are a major cause of global morbidity and mortality disproportionately affecting low- and middle-income countries (LMICs). Motorcycle taxi (boda boda) drivers are particularly vulnerable because they are exposed to traffic risks with limited safety equipment. This study aims to characterize injury prevalence and safety habits among boda boda drivers, as well as ways to improve road traffic safety in LMICs. METHODS A cross-sectional mixed methods study was conducted with 300 boda boda drivers between 24 March and 3 April 2014 in urban Moshi, Tanzania. A convenience sample of participants was drawn from 25 of 58 registered boda boda stands and 2 of 31 unregistered stands. Data were analyzed using R, and content thematic analysis was performed and agreed upon by three investigators. Logistic regression models were used to evaluate the association between boda boda characteristics and injury risk. RESULTS In total, 300 drivers participated, of whom 148 (49.3%) had experienced a crash during their lifetime, and 114 (77.0%) sustained at least one injury. Only 27 of those injured (23.4%) were hospitalized. Of all participants, 220 (73.3%) reported consistent helmet usage, despite 285 participants (95.0%) agreeing that helmet usage reduces injury severity. From the 280 helmets observed, 231 (82.5%) were either damaged or fit improperly. Having a cracked helmet was associated with higher risk of being involved in a traffic crash. Owning a helmet with a proper fit was associated with reduced risk for a traffic crash (OR = 0.06) and road traffic injuries (OR = 0.07). A thematic analysis of boda boda drivers' suggestions to increase road safety identified four intervention areas: 1) roadway infrastructure and traffic regulation, 2) road user attitudes and safe driving behaviors, 3) education and training, and 4) law enforcement. CONCLUSION Our study demonstrates boda boda drivers' safety behaviors and identifies four intervention areas that can be leveraged to increase overall road traffic safety. Unfortunately, while boda boda drivers are aware of ways to improve safety, adherence to safety habits remains low. Successful multi-sectoral interventions are needed to improve road safety for boda boda drivers in Tanzania.
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Affiliation(s)
- TuanDat Nguyen
- Duke Global Health Institute, Duke University, Durham, North Carolina, United States of America
| | - João Ricardo Nickenig Vissoci
- Duke Global Health Institute, Duke University, Durham, North Carolina, United States of America
- Division of Emergency Medicine, Department of Surgery, Duke University School of Medicine, Durham, North Carolina, United States of America
- Division of Global Neurosurgery and Neurosciences, Department of Neurosurgery, Duke University Medical Center, Duke University, Durham, North Carolina, United States of America
| | | | | | - Michael Haglund
- Duke Global Health Institute, Duke University, Durham, North Carolina, United States of America
- Division of Global Neurosurgery and Neurosciences, Department of Neurosurgery, Duke University Medical Center, Duke University, Durham, North Carolina, United States of America
| | - Charles J. Gerardo
- Division of Emergency Medicine, Department of Surgery, Duke University School of Medicine, Durham, North Carolina, United States of America
| | - Mark Mvungi
- Kilimanjaro Christian Medical Center, Moshi, Tanzania
| | - Catherine A. Staton
- Duke Global Health Institute, Duke University, Durham, North Carolina, United States of America
- Division of Emergency Medicine, Department of Surgery, Duke University School of Medicine, Durham, North Carolina, United States of America
- Division of Global Neurosurgery and Neurosciences, Department of Neurosurgery, Duke University Medical Center, Duke University, Durham, North Carolina, United States of America
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50
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Staton CA, Vissoci JRN, Wojcik R, Hirshon JM, Mvungi M, Mmbaga BT, Swahn M. Perceived barriers by health care providers for screening and management of excessive alcohol use in an emergency department of a low-income country. Alcohol 2018; 71:65-73. [PMID: 30055405 DOI: 10.1016/j.alcohol.2018.01.003] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2017] [Revised: 11/17/2017] [Accepted: 01/04/2018] [Indexed: 11/29/2022]
Abstract
Annually, alcohol causes 3.3 million deaths; countless more alcohol-related injury patients are treated in emergency departments (EDs) worldwide. Studies show that alcohol-related injury patients reduce their at-risk alcohol-use behavior with a brief negotiational interview (BNI) in the ED. This project aims to identify potential perceived barriers to implementing a BNI in Tanzania. A knowledge, attitude, and practice questionnaire was piloted and administered to all emergency department health care practitioners, including physicians, advanced medical officers, and nurses. The questionnaire included the Perceived Alcohol Stigma (PAS) Scale. The survey was self-administered in English, the language of health care instruction, with a Swahili translation available if preferred. Data were analyzed with relative and absolute frequencies and Spearman's correlation. Thirty-four (100%) health care practitioners completed the survey. Our results found positive attitudes toward addressing alcohol misuse (88%), but very poor knowledge of recommended alcohol-use limits (24%). Participants were willing to discuss alcohol use (88%) and to screen (71%) for alcohol-use disorders. Most health care practitioners report significant stigma against those with alcohol-use disorders (39% discrimination, 53% devaluation, 71% either). Counseling patients about high-risk alcohol use was directly and positively associated with at-risk alcohol and counseling education and believing it was common to ask patients about tobacco and alcohol use; it was negatively associated with believing it was 'not my role' or that knowing about alcohol use 'won't make a difference'. Stigma was negatively and indirectly associated with counseling patients. In conclusion, in an ED in Tanzania, health care practitioners have positive attitudes toward addressing at-risk alcohol use, and endorsed having training in alcohol misuse in school. Unfortunately, participants did not demonstrate knowledge of recommended alcohol limit guidelines. Similarly, among practitioners, there is a significant discrimination and devaluation stigma against those who misuse alcohol. These factors must be addressed prior to a successful implementation of an alcohol harm reduction intervention.
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Affiliation(s)
- Catherine A Staton
- Duke Emergency Medicine, Duke University Medical Center, Durham, NC, United States; Duke Global Health Institute, Duke University, Durham, NC, United States.
| | - Joao Ricardo Nickenig Vissoci
- Duke Emergency Medicine, Duke University Medical Center, Durham, NC, United States; Duke Global Health Institute, Duke University, Durham, NC, United States
| | - Rachel Wojcik
- University of Colorado School of Medicine, Denver, CO, United States
| | - Jon Mark Hirshon
- Department of Emergency Medicine, University of Maryland School of Medicine, Baltimore, MD, United States
| | - Mark Mvungi
- Kilimanjaro Christian Medical Center, Moshi, Tanzania
| | - Blandina T Mmbaga
- Kilimanjaro Christian Medical Center, Moshi, Tanzania; Kilimanjaro Clinical Research Institute, Moshi, Tanzania
| | - Monica Swahn
- School of Public Health, Georgia State University, Atlanta, Georgia, United States
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