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University of California San Francisco

Publications

The list below contains publications by CHESA members, including faculty, fellows and collaborators.

Years lived with disability (YLDs) for 1160 sequelae of 289 diseases and injuries 1990-2010: a systematic analysis for the Global Burden of Disease Study 2010.

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Vos T, Flaxman AD, Naghavi M, Lozano R, Michaud C, Ezzati M, Shibuya K, Salomon JA, Abdalla S, Aboyans V, Abraham J, Ackerman I, Aggarwal R, Ahn SY, Ali MK, Alvarado M, Anderson HR, Anderson LM, Andrews KG, Atkinson C, Baddour LM, Bahalim AN, Barker-Collo S, Barrero LH, Bartels DH, Basáñez MG, Baxter A, Bell ML, Benjamin EJ, Bennett D, Bernabé E, Bhalla K, Bhandari B, Bikbov B, Bin Abdulhak A, Birbeck G, Black JA, Blencowe H, Blore JD, Blyth F, Bolliger I, Bonaventure A, Boufous S, Bourne R, Boussinesq M, Braithwaite T, Brayne C, Bridgett L, Brooker S, Brooks P, Brugha TS, Bryan-Hancock C, Bucello C, Buchbinder R, Buckle G, Budke CM, Burch M, Burney P, Burstein R, Calabria B, Campbell B, Canter CE, Carabin H, Carapetis J, Carmona L, Cella C, Charlson F, Chen H, Cheng AT, Chou D, Chugh SS, Coffeng LE, Colan SD, Colquhoun S, Colson KE, Condon J, Connor MD, Cooper LT, Corriere M, Cortinovis M, de Vaccaro KC, Couser W, Cowie BC, Criqui MH, Cross M, Dabhadkar KC, Dahiya M, Dahodwala N, Damsere-Derry J, Danaei G, Davis A, De Leo D, Degenhardt L, Dellavalle R, Delossantos A, Denenberg J, Derrett S, Des Jarlais DC, Dharmaratne SD, Dherani M, Diaz-Torne C, Dolk H, Dorsey ER, Driscoll T, Duber H, Ebel B, Edmond K, Elbaz A, Ali SE, Erskine H, Erwin PJ, Espindola P, Ewoigbokhan SE, Farzadfar F, Feigin V, Felson DT, Ferrari A, Ferri CP, Fèvre EM, Finucane MM, Flaxman S, Flood L, Foreman K, Forouzanfar MH, Fowkes FG, Franklin R, Fransen M, Freeman MK, Gabbe BJ, Gabriel SE, Gakidou E, Ganatra HA, Garcia B, Gaspari F, Gillum RF, Gmel G, Gosselin R, Grainger R, Groeger J, Guillemin F, Gunnell D, Gupta R, Haagsma J, Hagan H, Halasa YA, Hall W, Haring D, Haro JM, Harrison JE, Havmoeller R, Hay RJ, Higashi H, Hill C, Hoen B, Hoffman H, Hotez PJ, Hoy D, Huang JJ, Ibeanusi SE, Jacobsen KH, James SL, Jarvis D, Jasrasaria R, Jayaraman S, Johns N, Jonas JB, Karthikeyan G, Kassebaum N, Kawakami N, Keren A, Khoo JP, King CH, Knowlton LM, Kobusingye O, Koranteng A, Krishnamurthi R, Lalloo R, Laslett LL, Lathlean T, Leasher JL, Lee YY, Leigh J, Lim SS, Limb E, Lin JK, Lipnick M, Lipshultz SE, Liu W, Loane M, Ohno SL, Lyons R, Ma J, Mabweijano J, MacIntyre MF, Malekzadeh R, Mallinger L, Manivannan S, Marcenes W, March L, Margolis DJ, Marks GB, Marks R, Matsumori A, Matzopoulos R, Mayosi BM, McAnulty JH, McDermott MM, McGill N, McGrath J, Medina-Mora ME, Meltzer M, Mensah GA, Merriman TR, Meyer AC, Miglioli V, Miller M, Miller TR, Mitchell PB, Mocumbi AO, Moffitt TE, Mokdad AA, Monasta L, Montico M, Moradi-Lakeh M, Moran A, Morawska L, Mori R, Murdoch ME, Mwaniki MK, Naidoo K, Nair MN, Naldi L, Narayan KM, Nelson PK, Nelson RG, Nevitt MC, Newton CR, Nolte S, Norman P, Norman R, O'Donnell M, O'Hanlon S, Olives C, Omer SB, Ortblad K, Osborne R, Ozgediz D, Page A, Pahari B, Pandian JD, Rivero AP, Patten SB, Pearce N, Padilla RP, Perez-Ruiz F, Perico N, Pesudovs K, Phillips D, Phillips MR, Pierce K, Pion S, Polanczyk GV, Polinder S, Pope CA 3rd, Popova S, Porrini E, Pourmalek F, Prince M, Pullan RL, Ramaiah KD, Ranganathan D, Razavi H, Regan M, Rehm JT, Rein DB, Remuzzi G, Richardson K, Rivara FP, Roberts T, Robinson C, De Leòn FR, Ronfani L, Room R, Rosenfeld LC, Rushton L, Sacco RL, Saha S, Sampson U, Sanchez-Riera L, Sanman E, Schwebel DC, Scott JG, Segui-Gomez M, Shahraz S, Shepard DS, Shin H, Shivakoti R, Singh D, Singh GM, Singh JA, Singleton J, Sleet DA, Sliwa K, Smith E, Smith JL, Stapelberg NJ, Steer A, Steiner T, Stolk WA, Stovner LJ, Sudfeld C, Syed S, Tamburlini G, Tavakkoli M, Taylor HR, Taylor JA, Taylor WJ, Thomas B, Thomson WM, Thurston GD, Tleyjeh IM, Tonelli M, Towbin JA, Truelsen T, Tsilimbaris MK, Ubeda C, Undurraga EA, van der Werf MJ, van Os J, Vavilala MS, Venketasubramanian N, Wang M, Wang W, Watt K, Weatherall DJ, Weinstock MA, Weintraub R, Weisskopf MG, Weissman MM, White RA, Whiteford H, Wiersma ST, Wilkinson JD, Williams HC, Williams SR, Witt E, Wolfe F, Woolf AD, Wulf S, Yeh PH, Zaidi AK, Zheng ZJ, Zonies D, Lopez AD, Murray CJ, AlMazroa MA, Memish ZA

Lancet (London, England)
PubDate: 2012 Dec 15
PUBMED: 23245607 ; MID: NIHMS1005038 ; PMC: PMC6350784 ; DOI: 10.1016/S0140-6736(12)61729-2 ; PII: S0140-6736(12)61729-2

  • Journal Article
  • Advocacy
  • Anesthesia
  • Surgery
  • Trauma

Background

Non-fatal health outcomes from diseases and injuries are a crucial consideration in the promotion and monitoring of individual and population health. The Global Burden of Disease (GBD) studies done in 1990 and 2000 have been the only studies to quantify non-fatal health outcomes across an exhaustive set of disorders at the global and regional level. Neither effort quantified uncertainty in prevalence or years lived with disability (YLDs).

Methods

Of the 291 diseases and injuries in the GBD cause list, 289 cause disability. For 1160 sequelae of the 289 diseases and injuries, we undertook a systematic analysis of prevalence, incidence, remission, duration, and excess mortality. Sources included published studies, case notification, population-based cancer registries, other disease registries, antenatal clinic serosurveillance, hospital discharge data, ambulatory care data, household surveys, other surveys, and cohort studies. For most sequelae, we used a Bayesian meta-regression method, DisMod-MR, designed to address key limitations in descriptive epidemiological data, including missing data, inconsistency, and large methodological variation between data sources. For some disorders, we used natural history models, geospatial models, back-calculation models (models calculating incidence from population mortality rates and case fatality), or registration completeness models (models adjusting for incomplete registration with health-system access and other covariates). Disability weights for 220 unique health states were used to capture the severity of health loss. YLDs by cause at age, sex, country, and year levels were adjusted for comorbidity with simulation methods. We included uncertainty estimates at all stages of the analysis.

Findings

Global prevalence for all ages combined in 2010 across the 1160 sequelae ranged from fewer than one case per 1 million people to 350,000 cases per 1 million people. Prevalence and severity of health loss were weakly correlated (correlation coefficient -0·37). In 2010, there were 777 million YLDs from all causes, up from 583 million in 1990. The main contributors to global YLDs were mental and behavioural disorders, musculoskeletal disorders, and diabetes or endocrine diseases. The leading specific causes of YLDs were much the same in 2010 as they were in 1990: low back pain, major depressive disorder, iron-deficiency anaemia, neck pain, chronic obstructive pulmonary disease, anxiety disorders, migraine, diabetes, and falls. Age-specific prevalence of YLDs increased with age in all regions and has decreased slightly from 1990 to 2010. Regional patterns of the leading causes of YLDs were more similar compared with years of life lost due to premature mortality. Neglected tropical diseases, HIV/AIDS, tuberculosis, malaria, and anaemia were important causes of YLDs in sub-Saharan Africa.

Interpretation

Rates of YLDs per 100,000 people have remained largely constant over time but rise steadily with age. Population growth and ageing have increased YLD numbers and crude rates over the past two decades. Prevalences of the most common causes of YLDs, such as mental and behavioural disorders and musculoskeletal disorders, have not decreased. Health systems will need to address the needs of the rising numbers of individuals with a range of disorders that largely cause disability but not mortality. Quantification of the burden of non-fatal health outcomes will be crucial to understand how well health systems are responding to these challenges. Effective and affordable strategies to deal with this rising burden are an urgent priority for health systems in most parts of the world.

Funding

Bill & Melinda Gates Foundation.

Global and regional mortality from 235 causes of death for 20 age groups in 1990 and 2010: a systematic analysis for the Global Burden of Disease Study 2010.

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Lozano R, Naghavi M, Foreman K, Lim S, Shibuya K, Aboyans V, Abraham J, Adair T, Aggarwal R, Ahn SY, Alvarado M, Anderson HR, Anderson LM, Andrews KG, Atkinson C, Baddour LM, Barker-Collo S, Bartels DH, Bell ML, Benjamin EJ, Bennett D, Bhalla K, Bikbov B, Bin Abdulhak A, Birbeck G, Blyth F, Bolliger I, Boufous S, Bucello C, Burch M, Burney P, Carapetis J, Chen H, Chou D, Chugh SS, Coffeng LE, Colan SD, Colquhoun S, Colson KE, Condon J, Connor MD, Cooper LT, Corriere M, Cortinovis M, de Vaccaro KC, Couser W, Cowie BC, Criqui MH, Cross M, Dabhadkar KC, Dahodwala N, De Leo D, Degenhardt L, Delossantos A, Denenberg J, Des Jarlais DC, Dharmaratne SD, Dorsey ER, Driscoll T, Duber H, Ebel B, Erwin PJ, Espindola P, Ezzati M, Feigin V, Flaxman AD, Forouzanfar MH, Fowkes FG, Franklin R, Fransen M, Freeman MK, Gabriel SE, Gakidou E, Gaspari F, Gillum RF, Gonzalez-Medina D, Halasa YA, Haring D, Harrison JE, Havmoeller R, Hay RJ, Hoen B, Hotez PJ, Hoy D, Jacobsen KH, James SL, Jasrasaria R, Jayaraman S, Johns N, Karthikeyan G, Kassebaum N, Keren A, Khoo JP, Knowlton LM, Kobusingye O, Koranteng A, Krishnamurthi R, Lipnick M, Lipshultz SE, Ohno SL, Mabweijano J, MacIntyre MF, Mallinger L, March L, Marks GB, Marks R, Matsumori A, Matzopoulos R, Mayosi BM, McAnulty JH, McDermott MM, McGrath J, Mensah GA, Merriman TR, Michaud C, Miller M, Miller TR, Mock C, Mocumbi AO, Mokdad AA, Moran A, Mulholland K, Nair MN, Naldi L, Narayan KM, Nasseri K, Norman P, O'Donnell M, Omer SB, Ortblad K, Osborne R, Ozgediz D, Pahari B, Pandian JD, Rivero AP, Padilla RP, Perez-Ruiz F, Perico N, Phillips D, Pierce K, Pope CA 3rd, Porrini E, Pourmalek F, Raju M, Ranganathan D, Rehm JT, Rein DB, Remuzzi G, Rivara FP, Roberts T, De León FR, Rosenfeld LC, Rushton L, Sacco RL, Salomon JA, Sampson U, Sanman E, Schwebel DC, Segui-Gomez M, Shepard DS, Singh D, Singleton J, Sliwa K, Smith E, Steer A, Taylor JA, Thomas B, Tleyjeh IM, Towbin JA, Truelsen T, Undurraga EA, Venketasubramanian N, Vijayakumar L, Vos T, Wagner GR, Wang M, Wang W, Watt K, Weinstock MA, Weintraub R, Wilkinson JD, Woolf AD, Wulf S, Yeh PH, Yip P, Zabetian A, Zheng ZJ, Lopez AD, Murray CJ, AlMazroa MA, Memish ZA

Lancet (London, England)
PubDate: 2012 Dec 15
PUBMED: 23245604 ; DOI: 10.1016/S0140-6736(12)61728-0 ; PII: S0140-6736(12)61728-0

  • Journal Article
  • Advocacy
  • Anesthesia
  • Surgery
  • Trauma

Background

Reliable and timely information on the leading causes of death in populations, and how these are changing, is a crucial input into health policy debates. In the Global Burden of Diseases, Injuries, and Risk Factors Study 2010 (GBD 2010), we aimed to estimate annual deaths for the world and 21 regions between 1980 and 2010 for 235 causes, with uncertainty intervals (UIs), separately by age and sex.

Methods

We attempted to identify all available data on causes of death for 187 countries from 1980 to 2010 from vital registration, verbal autopsy, mortality surveillance, censuses, surveys, hospitals, police records, and mortuaries. We assessed data quality for completeness, diagnostic accuracy, missing data, stochastic variations, and probable causes of death. We applied six different modelling strategies to estimate cause-specific mortality trends depending on the strength of the data. For 133 causes and three special aggregates we used the Cause of Death Ensemble model (CODEm) approach, which uses four families of statistical models testing a large set of different models using different permutations of covariates. Model ensembles were developed from these component models. We assessed model performance with rigorous out-of-sample testing of prediction error and the validity of 95% UIs. For 13 causes with low observed numbers of deaths, we developed negative binomial models with plausible covariates. For 27 causes for which death is rare, we modelled the higher level cause in the cause hierarchy of the GBD 2010 and then allocated deaths across component causes proportionately, estimated from all available data in the database. For selected causes (African trypanosomiasis, congenital syphilis, whooping cough, measles, typhoid and parathyroid, leishmaniasis, acute hepatitis E, and HIV/AIDS), we used natural history models based on information on incidence, prevalence, and case-fatality. We separately estimated cause fractions by aetiology for diarrhoea, lower respiratory infections, and meningitis, as well as disaggregations by subcause for chronic kidney disease, maternal disorders, cirrhosis, and liver cancer. For deaths due to collective violence and natural disasters, we used mortality shock regressions. For every cause, we estimated 95% UIs that captured both parameter estimation uncertainty and uncertainty due to model specification where CODEm was used. We constrained cause-specific fractions within every age-sex group to sum to total mortality based on draws from the uncertainty distributions.

Findings

In 2010, there were 52·8 million deaths globally. At the most aggregate level, communicable, maternal, neonatal, and nutritional causes were 24·9% of deaths worldwide in 2010, down from 15·9 million (34·1%) of 46·5 million in 1990. This decrease was largely due to decreases in mortality from diarrhoeal disease (from 2·5 to 1·4 million), lower respiratory infections (from 3·4 to 2·8 million), neonatal disorders (from 3·1 to 2·2 million), measles (from 0·63 to 0·13 million), and tetanus (from 0·27 to 0·06 million). Deaths from HIV/AIDS increased from 0·30 million in 1990 to 1·5 million in 2010, reaching a peak of 1·7 million in 2006. Malaria mortality also rose by an estimated 19·9% since 1990 to 1·17 million deaths in 2010. Tuberculosis killed 1·2 million people in 2010. Deaths from non-communicable diseases rose by just under 8 million between 1990 and 2010, accounting for two of every three deaths (34·5 million) worldwide by 2010. 8 million people died from cancer in 2010, 38% more than two decades ago; of these, 1·5 million (19%) were from trachea, bronchus, and lung cancer. Ischaemic heart disease and stroke collectively killed 12·9 million people in 2010, or one in four deaths worldwide, compared with one in five in 1990; 1·3 million deaths were due to diabetes, twice as many as in 1990. The fraction of global deaths due to injuries (5·1 million deaths) was marginally higher in 2010 (9·6%) compared with two decades earlier (8·8%). This was driven by a 46% rise in deaths worldwide due to road traffic accidents (1·3 million in 2010) and a rise in deaths from falls. Ischaemic heart disease, stroke, chronic obstructive pulmonary disease (COPD), lower respiratory infections, lung cancer, and HIV/AIDS were the leading causes of death in 2010. Ischaemic heart disease, lower respiratory infections, stroke, diarrhoeal disease, malaria, and HIV/AIDS were the leading causes of years of life lost due to premature mortality (YLLs) in 2010, similar to what was estimated for 1990, except for HIV/AIDS and preterm birth complications. YLLs from lower respiratory infections and diarrhoea decreased by 45-54% since 1990; ischaemic heart disease and stroke YLLs increased by 17-28%. Regional variations in leading causes of death were substantial. Communicable, maternal, neonatal, and nutritional causes still accounted for 76% of premature mortality in sub-Saharan Africa in 2010. Age standardised death rates from some key disorders rose (HIV/AIDS, Alzheimer’s disease, diabetes mellitus, and chronic kidney disease in particular), but for most diseases, death rates fell in the past two decades; including major vascular diseases, COPD, most forms of cancer, liver cirrhosis, and maternal disorders. For other conditions, notably malaria, prostate cancer, and injuries, little change was noted.

Interpretation

Population growth, increased average age of the world’s population, and largely decreasing age-specific, sex-specific, and cause-specific death rates combine to drive a broad shift from communicable, maternal, neonatal, and nutritional causes towards non-communicable diseases. Nevertheless, communicable, maternal, neonatal, and nutritional causes remain the dominant causes of YLLs in sub-Saharan Africa. Overlaid on this general pattern of the epidemiological transition, marked regional variation exists in many causes, such as interpersonal violence, suicide, liver cancer, diabetes, cirrhosis, Chagas disease, African trypanosomiasis, melanoma, and others. Regional heterogeneity highlights the importance of sound epidemiological assessments of the causes of death on a regular basis.

Funding

Bill & Melinda Gates Foundation.

The burden of pediatric surgical conditions in low and middle income countries: a call to action.

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Ozgediz D, Poenaru D

Journal of pediatric surgery
PubDate: 2012 Dec
PUBMED: 23217895 ; DOI: 10.1016/j.jpedsurg.2012.09.030 ; PII: S0022-3468(12)00739-7

  • Journal Article
  • Review
  • Advocacy
  • Pediatrics
  • Surgery

Recently, the role of surgery in global health has gained greater attention, although pediatric surgery has received little specific emphasis. This paper highlights pediatric surgical conditions as a part of global public health, and identifies gaps in knowledge and possible areas of action for the global pediatric surgical community. The burden of disease concept is discussed with examples of its application to pediatric surgery, and further information required to improve measurement of the global burden of pediatric surgical conditions. In addition, selected tools to measure access to surgical care and the unmet need for surgery in low and middle-income countries (LMICs) are reviewed, with recent innovative approaches and other possible adaptations to pediatric surgery. Finally, some of the strategies used to improve access to care for pediatric surgical conditions are discussed, with possible future directions.

Medical missions, surgical education, and capacity building.

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Riviello R, Lipnick MS, Ozgediz D

Journal of the American College of Surgeons
PubDate: 2011 Oct
PUBMED: 21943803 ; DOI: 10.1016/j.jamcollsurg.2011.06.420 ; PII: S1072-7515(11)00842-8

  • Comment
  • Letter
  • Advocacy
  • Anesthesia
  • Education
  • Surgery
  • Workforce

Surgery in global health delivery.

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Ozgediz D, Chu K, Ford N, Dubowitz G, Bedada AG, Azzie G, Gerstle JT, Riviello R

The Mount Sinai journal of medicine, New York
PubDate: 2011 May-Jun
PUBMED: 21598260 ; DOI: 10.1002/msj.20253

  • Journal Article
  • Review
  • Advocacy
  • Surgery

Surgical conditions account for a significant portion of the global burden of disease and have a substantial impact on public health in low- and middle-income countries. This article reviews the significance of surgical conditions within the context of public health in these settings, and describes selected approaches to global surgery delivery in specific contexts. The discussion includes programs in global trauma care, surgical care in conflict and disaster, and anesthesia and perioperative care. Programs to develop surgical training in Botswana and pediatric surgery through international partnership are also described, with a final review of broader approaches to training for global surgical delivery. In each instance, innovative solutions, as well as lessons learned and reasons for program failure, are highlighted.

Disparities in injury mortality between Uganda and the United States: comparative analysis of a neglected disease.

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Jayaraman S, Ozgediz D, Miyamoto J, Caldwell N, Lipnick MS, Mijumbi C, Mabweijano J, Hsia R, Dicker R

World journal of surgery
PubDate: 2011 Mar
PUBMED: 21181159 ; PMC: PMC3032913 ; DOI: 10.1007/s00268-010-0871-z

  • Journal Article
  • Surgery
  • Trauma

Background

The burden of global injury-related deaths predominantly affects developing countries, which have little infrastructure to evaluate these disparities. We describe injury-related mortality patterns in Kampala, Uganda and compare them with data from the United States and San Francisco (SF), California.

Methods

We created a database in Kampala of deaths recorded by the City Mortuary, the Mulago Hospital Mortuary, and the Uganda Ministry of Health from July to December 2007. We analyzed the rate and odds ratios and compared them to data from the U.S. Centers for Disease Control and Prevention and the California Department of Public Health.

Results

In Kampala, 25% of all deaths were due to injuries (812/3303) versus 6% in SF and 7% in the United States. The odds of dying of injury in Kampala were 5.0 times higher than in SF and 4.2 times higher than in the United States. Age-standardized death rates indicate a 93% greater risk of dying from injury in Kampala than in SF. The mean age was lower in Kampala than in SF (29 vs. 44 years). The adult injury death rate (rate ratio, or RR) was higher in Kampala than in SF (2.3) or the United States (1.5). Head/neck injury was reported in 65% of injury deaths in Kampala compared to 34% in SF [odds ratio (OR) 3.7] and 28% in the US (OR 4.8).

Conclusions

Urban injury-related mortality is significantly higher in Uganda than in the United States. Injury preferentially affects adults in the prime of their economically productive years. These findings serve as a call for stronger injury prevention and control policies in Uganda.

Epidemiology of child injuries in Uganda: challenges for health policy.

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Hsia RY, Ozgediz D, Jayaraman S, Kyamanywa P, Mutto M, Kobusingye OC

Journal of public health in Africa
PubDate: 2011 Mar 1
PUBMED: 28299056 ; PMC: PMC5345474 ; DOI: 10.4081/jphia.2011.e15 ; PII: jphia.2011.e15

  • Journal Article
  • Review
  • Pediatrics
  • Surgery
  • Trauma

Globally, 90% of road crash deaths occur in the developing world. Children in Africa bear the major part of this burden, with the highest unintentional injury rates in the world. Our study aims to better understand injury patterns among children living in Kampala, Uganda and provide evidence that injuries are significant in child health. Trauma registry records of injured children seen at Mulago Hospital in Kampala were analysed. Data were collected when patients were seen initially and included patient condition, demographics, clinical variables, cause, severity, as measured by the Kampala trauma score, and location of injury. Outcomes were captured on discharge from the casualty department and at two weeks for admitted patients. From August 2004 to August 2005, 872 injury visits for children <18 years old were recorded. The mean age was 11 years (95% CI 10.9-11.6); 68% (95% CI 65-72%) were males; 64% were treated in casualty and discharged; 35% were admitted. The most common causes were traffic crashes (34%), falls (18%) and violence (15%). Most children (87%) were mildly injured; 1% severely injured. By two weeks, 6% of the patients admitted for injuries had died and, of these morbidities, 16% had severe injuries, 63% had moderate injuries and 21% had mild injuries. We concluded that, in Kampala, children bear a large burden of injury from preventable causes. Deaths in low severity patients highlight the need for improvements in facility based care. Further studies are necessary to capture overall child injury mortality and to measure chronic morbidity owing to sequelae of injuries.

Improving surgery service delivery in context.

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Ozgediz D, Mabweijano J, Mijumbi C, Jayaraman S, Lipnick M

Lancet (London, England)
PubDate: 2010 Nov 27
PUBMED: 21111906 ; DOI: 10.1016/S0140-6736(10)62167-8 ; PII: S0140-6736(10)62167-8

  • Comment
  • Letter
  • Surgery

Key aspects of health policy development to improve surgical services in Uganda.

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Luboga S, Galukande M, Mabweijano J, Ozgediz D, Jayaraman S

World journal of surgery
PubDate: 2010 Nov
PUBMED: 20730430 ; PMC: PMC2949567 ; DOI: 10.1007/s00268-010-0585-2

  • Journal Article
  • Advocacy
  • Surgery

Recently, surgical services have been gaining greater attention as an integral part of public health in low-income countries due to the significant volume and burden of surgical conditions, growing evidence of the cost-effectiveness of surgical intervention, and global disparities in surgical care. Nonetheless, there has been limited discussion of the key aspects of health policy related to surgical services in low-income countries. Uganda, like other low-income sub-Saharan African countries, bears a heavy burden of surgical conditions with low surgical output in health facilities and significant unmet need for surgical care. To address this lack of adequate surgical services in Uganda, a diverse group of local stakeholders met in Kampala, Uganda, in May 2008 to develop a roadmap of key policy actions that would improve surgical services at the national level. The group identified a list of health policy priorities to improve surgical services in Uganda. The priorities were classified into three areas: (1) human resources, (2) health systems, and (3) research and advocacy. This article is a critical discussion of these health policy priorities with references to recent literature. This was the first such multidisciplinary meeting in Uganda with a focus on surgical services and its output may have relevance to health policy development in other low-income countries planning to improve delivery of surgical services.

Epidemiology of injuries presenting to the national hospital in Kampala, Uganda: implications for research and policy.

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Hsia RY, Ozgediz D, Mutto M, Jayaraman S, Kyamanywa P, Kobusingye OC

International journal of emergency medicine
PubDate: 2010 Jul 20
PUBMED: 21031040 ; PMC: PMC2926872 ; DOI: 10.1007/s12245-010-0200-1

  • Journal Article
  • Surgery
  • Trauma

Background

Despite the growing burden of injuries in LMICs, there are still limited primary epidemiologic data to guide health policy and health system development. Understanding the epidemiology of injury in developing countries can help identify risk factors for injury and target interventions for prevention and treatment to decrease disability and mortality.

Aim

To estimate the epidemiology of the injury seen in patients presenting to the government hospital in Kampala, the capital city of Uganda.

Methods

A secondary analysis of a prospectively collected database collected by the Injury Control Centre-Uganda at the Mulago National Referral Hospital, Kampala, Uganda, 2004-2005.

Results

From 1 August 2004 to 12 August 2005, a total of 3,750 injury-related visits were recorded; a final sample of 3,481 records were analyzed. The majority of patients (62%) were treated in the casualty department and then discharged; 38% were admitted. Road traffic injuries (RTIs) were the most common causes of injury for all age groups in this sample, except for those under 5 years old, and accounted for 49% of total injuries. RTIs were also the most common cause of mortality in trauma patients. Within traffic injuries, more passengers (44%) and pedestrians (30%) were injured than drivers (27%). Other causes of trauma included blunt/penetrating injuries (25% of injuries) and falls (10%). Less than 5% of all patients arriving to the emergency department for injuries arrived by ambulance.

Conclusions

Road traffic injuries are by far the largest cause of both morbidity and mortality in Kampala. They are the most common cause of injury for all ages, except those younger than 5, and school-aged children comprise a large proportion of victims from these incidents. The integration of injury control programs with ongoing health initiatives is an urgent priority for health and development.

Essential surgery: Integral to the right to health.

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McQueen KA, Ozgediz D, Riviello R, Hsia RY, Jayaraman S, Sullivan SR, Meara JG

Health and human rights
PubDate: 2010 Jun 15
PUBMED: 20930260

  • Journal Article
  • Advocacy
  • Surgery

In a rights-based approach to health, the provision of essential surgical services is not a luxury, but a critical component of the “highest attainable standard of health.” Yet while access to select basic health care interventions has increasingly been discussed as part of the human right to health, essential surgical services have generally not been part of this discussion. This is despite the substantial global burden of surgical conditions in low- and middle-income countries, extreme global disparities in access to surgical care, and the fact that relatively simple, cost-effective, and curative surgical procedures can avert disability and premature death from many life-threatening emergencies and other conditions. Many barriers, both supply and demand-related, such as constraints in human resources, infrastructure, and access to care, have limited the ability of health systems to deliver surgical services. In this paper, the authors share their experience – as a group of surgeons, anesthesiologists, emergency physicians, and public health experts working with colleagues in varied resource-constrained settings to provide basic surgical care – in addressing the challenge of realizing the right to surgery in resource-poor settings. We argue that essential surgical care should be included in the basic human right to health, and that the current emphasis on “vertical” disease-specific models of health service delivery should be broadened to include systems needed to provide surgical services. We outline the global burden of surgical conditions, discuss the public health importance of surgery, identify the most significant global disparities in access to surgical care, and provide economic arguments for surgical delivery.

Human resource and funding constraints for essential surgery in district hospitals in Africa: a retrospective cross-sectional survey.

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Kruk ME, Wladis A, Mbembati N, Ndao-Brumblay SK, Hsia RY, Galukande M, Luboga S, Matovu A, de Miranda H, Ozgediz D, Quiñones AR, Rockers PC, von Schreeb J, Vaz F, Debas HT, Macfarlane SB

PLoS medicine
PubDate: 2010 Mar 9
PUBMED: 20231869 ; PMC: PMC2834706 ; DOI: 10.1371/journal.pmed.1000242

  • Journal Article
  • Advocacy
  • Surgery

Background

There is a growing recognition that the provision of surgical services in low-income countries is inadequate to the need. While constrained health budgets and health worker shortages have been blamed for the low rates of surgery, there has been little empirical data on the providers of surgery and cost of surgical services in Africa. This study described the range of providers of surgical care and anesthesia and estimated the resources dedicated to surgery at district hospitals in three African countries.

Methods and findings

We conducted a retrospective cross-sectional survey of data from eight district hospitals in Mozambique, Tanzania, and Uganda. There were no specialist surgeons or anesthetists in any of the hospitals. Most of the health workers were nurses (77.5%), followed by mid-level providers (MLPs) not trained to provide surgical care (7.8%), and MLPs trained to perform surgical procedures (3.8%). There were one to six medical doctors per hospital (4.2% of clinical staff). Most major surgical procedures were performed by doctors (54.6%), however over one-third (35.9%) were done by MLPs. Anesthesia was mainly provided by nurses (39.4%). Most of the hospital expenditure was related to staffing. Of the total operating costs, only 7% to 14% was allocated to surgical care, the majority of which was for obstetric surgery. These costs represent a per capita expenditure on surgery ranging from US$0.05 to US$0.14 between the eight hospitals.

Conclusion

African countries have adopted different policies to ensure the provision of surgical care in their respective district hospitals. Overall, the surgical output per capita was very low, reflecting low staffing ratios and limited expenditures for surgery. We found that most surgical and anesthesia services in the three countries in the study were provided by generalist doctors, MLPs, and nurses. Although more information is needed to estimate unmet need for surgery, increasing the funds allocated to surgery, and, in the absence of trained doctors and surgeons, formalizing the training of MLPs appears to be a pragmatic and cost-effective way to make basic surgical services available in underserved areas. Please see later in the article for the Editors’ Summary.

Essential surgery at the district hospital: a retrospective descriptive analysis in three African countries.

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Galukande M, von Schreeb J, Wladis A, Mbembati N, de Miranda H, Kruk ME, Luboga S, Matovu A, McCord C, Ndao-Brumblay SK, Ozgediz D, Rockers PC, Quiñones AR, Vaz F, Debas HT, Macfarlane SB

PLoS medicine
PubDate: 2010 Mar 9
PUBMED: 20231871 ; PMC: PMC2834708 ; DOI: 10.1371/journal.pmed.1000243

  • Journal Article
  • Advocacy
  • Surgery

Background

Surgical conditions contribute significantly to the disease burden in sub-Saharan Africa. Yet there is an apparent neglect of surgical care as a public health intervention to counter this burden. There is increasing enthusiasm to reverse this trend, by promoting essential surgical services at the district hospital, the first point of contact for critical conditions for rural populations. This study investigated the scope of surgery conducted at district hospitals in three sub-Saharan African countries.

Methods and findings

In a retrospective descriptive study, field data were collected from eight district hospitals in Uganda, Tanzania, and Mozambique using a standardized form and interviews with key informants. Overall, the scope of surgical procedures performed was narrow and included mainly essential and life-saving emergency procedures. Surgical output varied across hospitals from five to 45 major procedures/10,000 people. Obstetric operations were most common and included cesarean sections and uterine evacuations. Hernia repair and wound care accounted for 65% of general surgical procedures. The number of beds in the studied hospitals ranged from 0.2 to 1.0 per 1,000 population.

Conclusion

The findings of this study clearly indicate low levels of surgical care provision at the district level for the hospitals studied. The extent to which this translates into unmet need remains unknown although the very low proportions of live births in the catchment areas of these eight hospitals that are born by cesarean section suggest that there is a substantial unmet need for surgical services. The district hospital in the current health system in sub-Saharan Africa lends itself to feasible integration of essential surgery into the spectrum of comprehensive primary care services. It is therefore critical that the surgical capacity of the district hospital is significantly expanded; this will result in sustainable preventable morbidity and mortality. Please see later in the article for the Editors’ Summary.

Role of collaborative academic partnerships in surgical training, education, and provision.

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Riviello R, Ozgediz D, Hsia RY, Azzie G, Newton M, Tarpley J

World journal of surgery
PubDate: 2010 Mar
PUBMED: 20049438 ; PMC: PMC2816823 ; DOI: 10.1007/s00268-009-0360-4

  • Journal Article
  • Advocacy
  • Surgery

The global disparities in both surgical disease burden and access to delivery of surgical care are gaining prominence in the medical literature and media. Concurrently, there is an unprecedented groundswell in idealism and interest in global health among North American medical students and trainees in anesthesia and surgical disciplines. Many academic medical centers (AMCs) are seeking to respond by creating partnerships with teaching hospitals overseas. In this article we describe six such partnerships, as follows: (1) University of California San Francisco (UCSF) with the Bellagio Essential Surgery Group; (2) USCF with Makerere University, Uganda; (3) Vanderbilt with Baptist Medical Center, Ogbomoso, Nigeria; (4) Vanderbilt with Kijabe Hospital, Kenya; (5) University of Toronto, Hospital for Sick Children with the Ministry of Health in Botswana; and (6) Harvard (Brigham and Women’s Hospital and Children’s Hospital Boston) with Partners in Health in Haiti and Rwanda. Reflection on these experiences offers valuable lessons, and we make recommendations of critical components leading to success. These include the importance of relationships, emphasis on mutual learning, the need for “champions,” affirming that local training needs to supersede expatriate training needs, the value of collaboration in research, adapting the mission to locally expressed needs, the need for a multidisciplinary approach, and the need to measure outcomes. We conclude that this is an era of cautious optimism and that AMCs have a critical opportunity to both shape future leaders in global surgery and address the current global disparities.

Key concepts for estimating the burden of surgical conditions and the unmet need for surgical care.

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Bickler S, Ozgediz D, Gosselin R, Weiser T, Spiegel D, Hsia R, Dunbar P, McQueen K, Jamison D

World journal of surgery
PubDate: 2010 Mar
PUBMED: 19862570 ; PMC: PMC2816802 ; DOI: 10.1007/s00268-009-0261-6

  • Journal Article
  • Advocacy
  • Data Science
  • Surgery

Background

Surgical care is emerging as a crucial issue in global public health. Methodology is needed to assess the impact of surgical care from a public health perspective.

Methods

A consensus opinion of a group of surgeons, anesthesiologists, and public health experts was established regarding the methodology for estimating the burden of surgical conditions and the unmet need for surgical care.

Results

For purposes of analysis, we define surgical conditions as any disease state requiring the expertise of a surgically trained provider. Abnormalities resulting from a surgical condition or its treatment are termed surgical sequelae. Surgical care is defined as any measure that reduces the rates of physical disability or premature death associated with a surgical condition. To measure the burden of surgical conditions and unmet need for surgical care we propose using cumulative disability-adjusted life-year (DALY) curves generated from age-specific population-based data. This conceptual framework is based on the premise that surgically associated disability and death is determined by the incidence of surgical conditions and the quantity and quality of surgical care. The burden of surgical conditions is defined as the total disability and premature deaths that would occur in a population should there be no surgical care; the unmet need for surgical care is defined as the potentially treatable disability and premature deaths due to surgical conditions. Burden of surgical conditions should be expressed as DALYs and unmet need as potential DALYs avertable.

Conclusions

Methodology is described for estimating the burden of surgical conditions and unmet need for surgical care. Using this approach it will be feasible to estimate the global burden of surgical conditions and help clarify where surgery fits among other global health priorities. These methods need to be validated using population-based data.

Increasing access to surgical services in sub-saharan Africa: priorities for national and international agencies recommended by the Bellagio Essential Surgery Group.

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Luboga S, Macfarlane SB, von Schreeb J, Kruk ME, Cherian MN, Bergström S, Bossyns PB, Denerville E, Dovlo D, Galukande M, Hsia RY, Jayaraman SP, Lubbock LA, Mock C, Ozgediz D, Sekimpi P, Wladis A, Zakariah A, Dade NB, Donkor P, Gatumbu JK, Hoekman P, Ijsselmuiden CB, Jamison DT, Jessani N, Jiskoot P, Kakande I, Mabweijano JR, Mbembati N, McCord C, Mijumbi C, de Miranda H, Mkony CA, Mocumbi P, Ndihokubwayo JB, Ngueumachi P, Ogbaselassie G, Okitombahe EL, Toure CT, Vaz F, Zikusooka CM, Debas HT, Bellagio Essential Surgery Group (BESG)

PLoS medicine
PubDate: 2009 Dec
PUBMED: 20027218 ; PMC: PMC2791210 ; DOI: 10.1371/journal.pmed.1000200

  • Journal Article
  • Practice Guideline
  • Advocacy
  • Surgery

In this Policy Forum, the Bellagio Essential Surgery Group, which was formed to advocate for increased access to surgery in Africa, recommends four priority areas for national and international agencies to target in order to address the surgical burden of disease in sub-Saharan Africa.

Current patterns of prehospital trauma care in Kampala, Uganda and the feasibility of a lay-first-responder training program.

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Jayaraman S, Mabweijano JR, Lipnick MS, Caldwell N, Miyamoto J, Wangoda R, Mijumbi C, Hsia R, Dicker R, Ozgediz D

World journal of surgery
PubDate: 2009 Dec
PUBMED: 19669228 ; DOI: 10.1007/s00268-009-0180-6

  • Journal Article
  • Surgery
  • Trauma

Background

Uganda currently has no organized prehospital emergency system. We sought to measure the current burden of injury seen by lay people in Kampala, Uganda and to determine the feasibility of a lay first-responder training program.

Methods

We conducted a cross-sectional survey of current prehospital care providers in Kampala: police officers, minibus taxi drivers, and Local Council officials, and collected data on types and frequencies of emergencies witnessed, barriers to aid provision, history of training, and current availability of first-aid supplies. A context-appropriate course on basic first-aid for trauma was designed and implemented. We measured changes in trainees’ fund of knowledge before and after training.

Results

A total of 309 lay people participated in the study, and during the previous 6 months saw 18 traumatic emergencies each; 39% saw an injury-related death. The most common injury mechanisms were road crashes, assault, and burns. In these cases, 90% of trainees provided some aid, most commonly lifting (82%) or transport (76%). Fifty-two percent of trainees had previous first-aid training, 44% had some access to equipment, and 32% had ever purchased a first-aid kit. Before training, participants answered 45% of test questions correctly (mean %) and this increased to 86% after training (p < 0.0001).

Conclusions

Lay people witness many emergencies and deaths in Kampala, Uganda and provide much needed care but are ill-prepared to do so. A context-appropriate prehospital trauma care course can be developed and improve lay people’s knowledge of basic trauma care. The effectiveness of such a training program needs to be evaluated prospectively.

First things first: effectiveness and scalability of a basic prehospital trauma care program for lay first-responders in Kampala, Uganda.

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Jayaraman S, Mabweijano JR, Lipnick MS, Caldwell N, Miyamoto J, Wangoda R, Mijumbi C, Hsia R, Dicker R, Ozgediz D

PloS one
PubDate: 2009 Sep 11
PUBMED: 19759831 ; PMC: PMC2736400 ; DOI: 10.1371/journal.pone.0006955

  • Journal Article
  • Education
  • Surgery
  • Trauma

Background

We previously showed that in the absence of a formal emergency system, lay people face a heavy burden of injuries in Kampala, Uganda, and we demonstrated the feasibility of a basic prehospital trauma course for lay people. This study tests the effectiveness of this course and estimates the costs and cost-effectiveness of scaling up this training.

Methods and findings

For six months, we prospectively followed 307 trainees (police, taxi drivers, and community leaders) who completed a one-day basic prehospital trauma care program in 2008. Cross-sectional surveys and fund of knowledge tests were used to measure their frequency of skill and supply use, reasons for not providing aid, perceived utility of the course and kit, confidence in using skills, and knowledge of first-aid. We then estimated the cost-effectiveness of scaling up the program. At six months, 188 (62%) of the trainees were followed up. Their knowledge retention remained high or increased. The mean correct score on a basic fund of knowledge test was 92%, up from 86% after initial training (n = 146 pairs, p = 0.0016). 97% of participants had used at least one skill from the course: most commonly haemorrhage control, recovery position and lifting/moving and 96% had used at least one first-aid item. Lack of knowledge was less of a barrier and trainees were significantly more confident in providing first-aid. Based on cost estimates from the World Health Organization, local injury data, and modelling from previous studies, the projected cost of scaling up this program was $0.12 per capita or $25-75 per life year saved. Key limitations of the study include small sample size, possible reporter bias, preliminary local validation of study instruments, and an indirect estimate of mortality reduction.

Conclusions

Lay first-responders effectively retained knowledge on prehospital trauma care and confidently used their first-aid skills and supplies for at least six months. The costs of scaling up this intervention to cover Kampala are very modest. This may be a cost-effective first step toward developing formal emergency services in Uganda other resource-constrained settings. Further research is needed in this critical area of trauma care in low-income countries.

Recasting the role of the surgeon in Uganda: a proposal to maximize the impact of surgery on public health.

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Luboga S, Galukande M, Ozgediz D

Tropical medicine & international health : TM & IH
PubDate: 2009 Jun
PUBMED: 19389039 ; DOI: 10.1111/j.1365-3156.2009.02268.x ; PII: TMI2268

  • Journal Article
  • Advocacy
  • Surgery

A growing body of recent evidence supports the essential role of surgical services in improving population health in low-income countries. Nonetheless, access to surgical services in Uganda, as in many low income countries, is severely limited, largely due to constraints in human resources, infrastructure and supplies. To maximize the impact of surgical services on population health in the context of Uganda’s limited surgical workforce, we propose a ‘recasting’ of the role of the surgeon. Traditionally, the surgeon has played primarily a clinical role in patient care. The demands and isolation of this role have limited the ability of the surgeon to tackle health systems issues related to surgery. Now, the clinical and educational role played by surgeons must be redefined, and the surgeon must also assume a greater role in leadership, management and public health advocacy by documenting the unmet need for surgery and the resources required to improve access to care. Policy and incentives for specialist surgeons to spend amounts of time apportioned to these roles should be developed and supported by health care institutions. Political leadership and commitment will be critical to realizing this ideal. Such a model may be applicable to other countries seeking to maximize the impact of surgical services on population health.

Bridging the gap between public health and surgery: access to surgical care in low- and middle-income countries.

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Ozgediz D, Dunbar P, Mock C, Cherion M, Rogers SO Jr, Riviello R, Meara JG, Jamison D, Macfarlane SB, Burkle F Jr, McQueen K

Bulletin of the American College of Surgeons
PubDate: 2009 May
PUBMED: 19469376

  • Journal Article
  • Advocacy
  • Surgery

Global health in general surgery residency: a national survey.

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Jayaraman SP, Ayzengart AL, Goetz LH, Ozgediz D, Farmer DL

Journal of the American College of Surgeons
PubDate: 2009 Mar
PUBMED: 19318005 ; DOI: 10.1016/j.jamcollsurg.2008.11.014 ; PII: S1072-7515(08)01630-X

  • Journal Article
  • Advocacy
  • Education
  • Surgery

Background

Interest in global health during postgraduate training is increasing across disciplines. There are limited data from surgery residency programs on their attitudes and scope of activities in this area. This study aims to understand how global health education fits into postgraduate surgical training in the US.

Study design

In 2007 to 2008, we conducted a nationwide survey of program directors at all 253 US general surgery residencies using a Web-based questionnaire modified from a previously published survey. The goals of global health activities, type of activity (ie, clinical versus research), and challenges to establishing these programs were analyzed.

Results

Seventy-three programs responded to the survey (29%). Of the respondents, 23 (33%) offered educational activities in global health and 86% (n = 18) of these offered clinical rotations abroad. The primary goals of these activities were to prepare residents for a career in global health and to improve resident recruitment. The greatest barriers to establishing these activities were time constraints for faculty and residents, lack of approval from the Accreditation Council for Graduate Medical Education and Residency Review Committee, and funding concerns. Lack of interest at the institution level was listed by only 5% of program directors. Of the 47 programs not offering such activities, 57% (n = 27) were interested in establishing them.

Conclusions

Few general surgery residency programs currently offer clinical or other educational opportunities in global health. Most residencies that responded to our survey are interested in such activities but face many barriers, including time constraints, Residency Review Committee restrictions, and funding.

Voluntarism and the global unmet need for surgery.

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Ozgediz D

Archives of surgery (Chicago, Ill. : 1960)
PubDate: 2009 Mar
PUBMED: 19289675 ; DOI: 10.1001/archsurg.2008.567 ; PII: 144/3/291-a

  • Comment
  • Letter
  • Advocacy
  • Surgery

Population health metrics for surgery: effective coverage of surgical services in low-income and middle-income countries.

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Ozgediz D, Hsia R, Weiser T, Gosselin R, Spiegel D, Bickler S, Dunbar P, McQueen K

World journal of surgery
PubDate: 2009 Jan
PUBMED: 18958518 ; DOI: 10.1007/s00268-008-9799-y

  • Journal Article
  • Advocacy
  • Surgery

Background

Access to surgical services is emerging as a crucial issue in global public health. “Effective coverage” is a health metric used to evaluate essential health services in low- and middle-income countries. It measures the fraction of potential health gained that is actually realized for a given intervention by integrating the concepts of need, use, and quality.

Methods

This study applies the concept of effective coverage to surgical services by considering injuries and obstetric complications as high-priority surgical conditions in low- and middle-income countries.

Results

Effective coverage for both is poor, but it is less well defined for traumatic conditions compared to obstetric conditions owing to a lack of data.

Conclusions

More primary and secondary data are critical to measure effective coverage and to estimate the resources required to improve access to surgical services in low- and middle-income countries.

Surgical training and global health: initial results of a 5-year partnership with a surgical training program in a low-income country.

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Ozgediz D, Wang J, Jayaraman S, Ayzengart A, Jamshidi R, Lipnick M, Mabweijano J, Kaggwa S, Knudson M, Schecter W, Farmer D

Archives of surgery (Chicago, Ill. : 1960)
PubDate: 2008 Sep
PUBMED: 18794423 ; DOI: 10.1001/archsurg.143.9.860 ; PII: 143/9/860

  • Journal Article
  • Advocacy
  • Education
  • Surgery

Hypothesis

Surgical trainees in the United States have a growing interest in both clinical experiences and structured training opportunities in global health. Global health training and exposure can be integrated into a surgical residency program.

Design

The global health activities of surgical residents and faculty in 1 department were evaluated from January 1, 1998, to June 1, 2008, using a survey and personal interviews.

Results

From January 1, 1998, to December 31, 2002, 4 faculty members made more than 20 overseas volunteer medical expeditions, but only 1 resident participated in global health activities. In 2003, a relationship with a surgical training program in a developing country was established. Ten residents and 12 faculty members have made overseas trips during the last 5 years, and 1 international surgeon has visited the United States. During their research block, 4 residents completed 1- to 3-month clinical rotations and contributed to mentored research projects. Three residents completed a university-based Global Health Clinical Scholars Program, and 3 obtained master’s degrees in public health. A joint conference in injury-trauma research was also conducted. A faculty member is based overseas with clinical and research responsibilities, and another is completing a master’s degree in public health.

Conclusions

Global health training and exposure for residents can be effectively integrated into an academic surgical residency program through relationships with training programs in low-income countries. Legitimate academic experiences improve the success of these programs. Reciprocity with collaborative partners must be ensured, and sustained commitment and funding remain a great challenge to such programs. The long-term effect on the development of global health careers is yet to be determined.

The surgical workforce crisis in Africa: a call to action.

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Ozgediz D, Riviello R, Rogers SO

Bulletin of the American College of Surgeons
PubDate: 2008 Aug
PUBMED: 19492736

  • Journal Article
  • Surgery
  • Workforce