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1.
PLoS One ; 19(4): e0301830, 2024.
Article in English | MEDLINE | ID: mdl-38656933

ABSTRACT

BACKGROUND: Given the waning of vaccine effectiveness and the shifting of the most dominant strains in the U.S., it is imperative to understand the association between vaccination coverage and Severe Acute Respiratory Syndrome coronavirus 2 (SARS-CoV-2) disease and mortality at the community levels and whether that association might vary according to the dominant SARS-CoV-2 strains in the U.S. METHODS: Generalized estimating equations were used to estimate associations between U.S. county-level cumulative vaccination rates and booster distribution and the daily change in county-wide Coronavirus 2019 disease (COVID-19) risks and mortality during Alpha, Delta and Omicron predominance. Models were adjusted for potential confounders at both county and state level. A 2-week lag and a 4-week lag were introduced to assess vaccination rate impact on incidence and mortality, respectively. RESULTS: Among 3,073 counties in 48 states, the average county population complete vaccination rate of all age groups was 50.79% as of March 11th, 2022. Each percentage increase in vaccination rates was associated with reduction of 4% (relative risk (RR) 0.9607 (95% confidence interval (CI): 0.9553, 0.9661)) and 3% (RR 0.9694 (95% CI: 0.9653, 0.9736)) in county-wide COVID-19 cases and mortality, respectively, when Alpha was the dominant variant. The associations between county-level vaccine rates and COVID-19 incidence diminished during the Delta and Omicron predominance. However, each percent increase in people receiving a booster shot was associated with reduction of 6% (RR 0.9356 (95% CI: 0.9235, 0.9479)) and 4% (RR 0.9595 (95% CI: 0.9431, 0.9761)) in COVID-19 incidence and mortality in the community, respectively, during the Omicron predominance. CONCLUSIONS: Associations between complete vaccination rates and COVID-19 incidence and mortality appeared to vary with shifts in the dominant variant, perhaps due to variations in vaccine efficacy by variant or to waning vaccine immunity over time. Vaccine boosters were associated with notable protection against Omicron disease and mortality.


Subject(s)
COVID-19 Vaccines , COVID-19 , SARS-CoV-2 , Humans , COVID-19/prevention & control , COVID-19/epidemiology , COVID-19/mortality , COVID-19 Vaccines/administration & dosage , COVID-19 Vaccines/immunology , United States/epidemiology , Incidence , SARS-CoV-2/immunology , Female , Male , Vaccine Efficacy , Vaccination/statistics & numerical data , Middle Aged , Adult , Vaccination Coverage/statistics & numerical data , Immunization, Secondary
2.
Open Forum Infect Dis ; 8(2): ofab018, 2021 Feb.
Article in English | MEDLINE | ID: mdl-33623803

ABSTRACT

Tuberculosis (TB) remains the leading cause of death by an infectious pathogen worldwide, and drug-resistant TB is a critical and rising obstacle to global control efforts. Most scientific studies and global TB efforts have focused on multidrug-resistant TB (MDR-TB), meaning isolates resistant to both isoniazid (INH) and rifampicin (RIF). Newer diagnostic tests are resulting in an increasing awareness of RIF-resistant TB in addition to MDR disease. To date, RIF resistance has been assumed to be synonymous with MDR-TB, but this approach may expose TB patients with RIF mono-resistance disease to unnecessarily long and toxic treatment regimens. We review what is currently known about RIF mono-resistant TB, its history and epidemiology, mechanisms of RIF resistance, available diagnostic techniques, treatment outcomes reported globally, and future directions for combatting this disease.

3.
Epidemiol Infect ; 149: e183, 2021 07 23.
Article in English | MEDLINE | ID: mdl-35852445

ABSTRACT

The feasibility of non-pharmacological public health interventions (NPIs) such as physical distancing or isolation at home to prevent severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) transmission in low-resource countries is unknown. Household survey data from 54 African countries were used to investigate the feasibility of SARS-CoV-2 NPIs in low-resource settings. Across the 54 countries, approximately 718 million people lived in households with ⩾6 individuals at home (median percentage of at-risk households 56% (95% confidence interval (CI), 51% to 60%)). Approximately 283 million people lived in households where ⩾3 people slept in a single room (median percentage of at-risk households 15% (95% CI, 13% to 19%)). An estimated 890 million Africans lack on-site water (71% (95% CI, 62% to 80%)), while 700 million people lacked in-home soap/washing facilities (56% (95% CI, 42% to 73%)). The median percentage of people without a refrigerator in the home was 79% (95% CI, 67% to 88%), while 45% (95% CI, 39% to 52%) shared toilet facilities with other households. Individuals in low-resource settings have substantial obstacles to implementing NPIs for mitigating SARS-CoV-2 transmission. These populations urgently need to be prioritised for coronavirus disease 2019 vaccination to prevent disease and to contain the global pandemic.


Subject(s)
COVID-19 , SARS-CoV-2 , COVID-19/epidemiology , COVID-19/prevention & control , Housing , Humans , Sanitation , Social Conditions
4.
Int J Infect Dis ; 100: 95-103, 2020 Nov.
Article in English | MEDLINE | ID: mdl-32950737

ABSTRACT

BACKGROUND: Active case finding (ACF) in household contacts of tuberculosis (TB) patients is now recommended for National TB Programs (NTP) in low- and middle-income countries. However, evidence supporting these recommendations remains limited. This study evaluates the effectiveness and cost-effectiveness of ACF for household contacts of TB cases in a large TB endemic district of Lima, Peru. METHODS: A pragmatic stepped-wedge cluster randomized controlled trial was conducted in 34 health centers of San Juan de Lurigancho district. Centers were stratified by TB rate and randomly allocated to initiate ACF in groups of eight or nine centers at four-month intervals. In the intervention arm, NTP providers visited households of index patients to screen contacts for active TB. The control arm was routine passive case finding (PCF) of symptomatic TB cases. The primary outcomes were the crude and adjusted active TB case rates among household contacts. Program costs were directly measured, and the cost-effectiveness of the ACF intervention was determined. FINDINGS: 3222 index TB cases and 12,566 household contacts were included in the study. ACF identified more household contact TB cases than PCF, 199.29/10,000 contacts/year vs. 132.13 (incidence rate ratio of 1.51 (95% CI 1.21-1.88)). ACF was associated with an incremental cost-effectiveness ratio of US $16,400 per disability-adjusted life year averted and not cost-effective assuming a willingness-to-pay threshold for Peru of US $6360. CONCLUSION: ACF of TB case household contacts detected significantly more secondary TB cases than PCF alone, but was not cost-effective in this setting. In threshold analyses, ACF becomes cost-effective if associated with case detection rates 2.5 times higher than existing PCF programs.


Subject(s)
Contact Tracing/economics , Tuberculosis/diagnosis , Adult , Cost-Benefit Analysis , Family Characteristics , Female , Humans , Male , Peru/epidemiology
5.
Med Educ ; 53(6): 547-558, 2019 06.
Article in English | MEDLINE | ID: mdl-30761602

ABSTRACT

CONTEXT: Transformative learning (TL) has been described as learning that challenges established perspectives, leading to new ways of being in the world. As a learning theory it has resonated with educators globally, including those in the health professions. Described as a complex metatheory, TL has evolved over time, eliciting divergent interpretations of the construct. This scoping review provides a comprehensive synthesis of how TL is currently represented in the health professions education literature, including how it influences curricular activities, to inform its future application in the field. METHODS: Arksey and O'Malley's six-step framework was adopted to review the period from 2006 to May 2018. A total of 10 bibliographic databases were searched, generating 1532 potential studies. After several rounds of review, first of abstracts and then of full texts, 99 studies were mapped by two independent reviewers onto the internally developed data extraction sheet. Descriptive information about included studies was aggregated. Discursive data were subjected to content analysis. RESULTS: A mix of conceptual and empirical research papers, which used a range of qualitative methodologies, were included. Studies from the USA, the UK and Australia were most prevalent. Insights relating to how opportunities for TL were created, how it manifests and influences behaviour, as well as how it is experienced, demonstrated much congruency. Conceptions of TL were seen to be clustered around the work of key theorists. CONCLUSIONS: The training of health professionals often takes place in unfamiliar settings where students are encouraged to be active participants in providing care. This increases the opportunity for exposure to learning experiences that are potentially transformative, allowing for a pedagogy of uncertainty that acknowledges the complexity of the world we live in and questions what we believe we know about it. TL provides educators in the health professions with a theoretical lens through which they can view such student learning.


Subject(s)
Faculty/organization & administration , Health Occupations/education , Problem-Based Learning , Faculty/psychology , Humans , Qualitative Research
6.
Ecohealth ; 15(1): 52-62, 2018 03.
Article in English | MEDLINE | ID: mdl-29230614

ABSTRACT

Recent outbreaks of Ebola virus disease and Zika virus disease highlight the need for disseminating accurate predictions of emerging zoonotic viruses to national governments for disease surveillance and response. Although there are published maps for many emerging zoonotic viruses, it is unknown if there is agreement among different models or if they are concordant with national expert opinion. Therefore, we reviewed existing predictions for five high priority emerging zoonotic viruses with national experts in Cameroon to investigate these issues and determine how to make predictions more useful for national policymakers. Predictive maps relied primarily on environmental parameters and species distribution models. Rift Valley fever virus and Crimean-Congo hemorrhagic fever virus predictions differed from national expert opinion, potentially because of local livestock movements. Our findings reveal that involving national experts could elicit additional data to improve predictions of emerging pathogens as well as help repackage predictions for policymakers.


Subject(s)
Zoonoses/epidemiology , Animals , Animals, Wild/virology , Cameroon/epidemiology , Geographic Mapping , Hemorrhagic Fever, Crimean/epidemiology , Hemorrhagic Fever, Crimean/prevention & control , Hemorrhagic Fever, Ebola/epidemiology , Hemorrhagic Fever, Ebola/prevention & control , Humans , Lassa Fever/epidemiology , Lassa Fever/prevention & control , Marburg Virus Disease/epidemiology , Marburg Virus Disease/prevention & control , Policy Making , Rift Valley Fever/epidemiology , Rift Valley Fever/prevention & control , Zoonoses/prevention & control
7.
Med Teach ; 39(6): 639-645, 2017 Jun.
Article in English | MEDLINE | ID: mdl-28362131

ABSTRACT

Global health education (GHE) continues to be a growing initiative in many medical schools across the world. This focus is no longer limited to participants from high-income countries and has expanded to institutions and students from low- and middle-income settings. With this shift has come a need to develop meaningful curricula through engagement between educators and learners who represent the sending institutions and the diverse settings in which GHE takes place. The Bellagio Global Health Education Initiative (BGHEI) was founded to create a space for such debate and discussion and to generate guidelines towards a universal curriculum for global health. In this article, we describe the development and process of our work and outline six overarching principles that ought to be considered when adopting an inclusive approach to GHE curriculum development.


Subject(s)
Education, Medical, Undergraduate/methods , Global Health/education , Health Education , Curriculum , Humans , Schools, Medical
9.
BMC Public Health ; 16(1): 1136, 2016 11 03.
Article in English | MEDLINE | ID: mdl-27809824

ABSTRACT

BACKGROUND: Women are disproportionally affected by human immunodeficiency virus (HIV)/acquired immunodeficiency syndrome (AIDS) in sub-Saharan Africa (SSA). The determinants of gender inequality in HIV/AIDS may vary across countries and require country-specific interventions to address them. This study aimed to identify the socio-demographic and behavioral characteristics underlying gender inequalities in HIV/AIDS in 21 SSA countries. METHODS: We applied an extension of the Blinder-Oaxaca decomposition approach to data from Demographic and Health Surveys and AIDS Indicator Surveys to quantify the differences in HIV/AIDS prevalence between women and men attributable to socio-demographic factors, sexual behaviours, and awareness of HIV/AIDS. We decomposed gender inequalities into two components: the percentage attributable to different levels of the risk factors between women and men (the "composition effect") and the percentage attributable to risk factors having differential effects on HIV/AIDS prevalence in women and men (the "response effect"). RESULTS: Descriptive analyses showed that the difference between women and men in HIV/AIDS prevalence varied from a low of 0.68 % (P = 0.008) in Liberia to a high of 11.5 % (P < 0.001) in Swaziland. The decomposition analysis showed that 84 % (P < 0.001) and 92 % (P < 0.001) of the higher prevalence of HIV/AIDS among women in Uganda and Ghana, respectively, was explained by the different distributions of HIV/AIDS risk factors, particularly age at first sex between women and men. In the majority of countries, however, observed gender inequalities in HIV/AIDS were chiefly explained by differences in the responses to risk factors; the differential effects of age, marital status and occupation on prevalence of HIV/AIDS for women and men were among the significant contributors to this component. In Cameroon, Guinea, Malawi and Swaziland, a combination of the composition and response effects explained gender inequalities in HIV/AIDS prevalence. CONCLUSIONS: The factors that explain gender inequality in HIV/AIDS in SSA vary by country, suggesting that country-specific interventions are needed. Unmeasured factors also contributed substantially to the difference in HIV/AIDS prevalence between women and men, highlighting the need for further study.


Subject(s)
HIV Infections/epidemiology , Health Status Disparities , Adolescent , Adult , Africa South of the Sahara/epidemiology , Cameroon/epidemiology , Eswatini/epidemiology , Female , Ghana/epidemiology , HIV Infections/etiology , Health Surveys , Humans , Malawi/epidemiology , Male , Middle Aged , Prevalence , Risk Factors , Sex Distribution , Sex Factors , Sexual Behavior , Uganda/epidemiology
10.
BMC Med Educ ; 16(1): 275, 2016 Oct 19.
Article in English | MEDLINE | ID: mdl-27760535

ABSTRACT

BACKGROUND: Recent calls for reform in healthcare training emphasize using competency-based curricula and information technology-empowered learning. Continuing Medical Education programs are essential in maintaining physician accreditation. Haitian physicians have expressed a lack access to these activities. The Haiti Medical Education Project works in alliance with Haitian medical leadership, faculty and students to support the Country's medical education system. We present the creation, delivery and evaluation of a competency-based continuing medical education curriculum for physicians in rural Haiti. METHODS: Real time lectures from local and international institutions were teleconferenced to physicians in remote Haitian sites using VidyoConferencing™ technology. With American Academy of Family Physicians (AAFP) and College of Family Physicians Canada (CFPC) guidelines as references, a competency-derived syllabus was created for a Haitian continuing medical education program. The resulting educational goals were reviewed by a committee of Haitian and North American physician/medical education practitioners to reflect local needs. All authors reviewed lectures and then conferred to establish agreement on competencies presented for each lecture. RESULTS: Sixty-seven lectures were delivered. Human immunodeficiency virus/Acquired Immunodeficiency Syndrome, ophthalmologic, infectious diseases, renal and endocrine competencies were well-represented, with more than 50 % of the joint AAFP and CFPC recommended competencies outlined. Areas under-represented included allergy and immunology, cardiology, surgery, pain management, gastroenterology, neurology, pulmonology, men's health and rheumatology; these topics accounted for less than 25 % of AAFP/CFPC recommended competencies. Areas not covered included geriatrics, nutrition, occupational health and women's health. Within practice-based lectures, only disaster medicine, health promotion and information management were included, but only partially covered. CONCLUSIONS: We identified teaching goals covered and competencies that were missing from a CME program for rural Haitian physicians. We aim to use this analysis to provide a competency-based CME lecture series that proportionally meets local needs while following recommendations of recognized national family medicine organizations.


Subject(s)
Clinical Competence/standards , Competency-Based Education/organization & administration , Education, Distance/organization & administration , Education, Medical, Continuing/organization & administration , Physicians , Curriculum , Haiti , Humans , Needs Assessment , Program Development , Program Evaluation
11.
BMC Public Health ; 15: 587, 2015 Jun 26.
Article in English | MEDLINE | ID: mdl-26109173

ABSTRACT

BACKGROUND: We designed a pragmatic stepped-wedge cluster randomized controlled trial in order to evaluate provider-initiated evaluation of household contacts (HCs) of smear positive tuberculosis (TB) cases within a routine TB program in Lima, Peru. METHODS/DESIGN: National TB program (NTP) officers of San Juan de Lurigancho District (Lima, Peru) and university-based researchers jointly designed a pragmatic stepped-wedge cluster randomized trial design in order to evaluate a planned active case finding (ACF) program for all HCs of smear-positive TB cases in 34 district healthcare centres. Randomization of time to intervention initiation was stratified by health centre TB case rate. The ACF intervention included provider-initiated home visits of all new sputum smear positive TB patients in order to evaluate household contacts for active TB. Active TB was diagnosed using symptom screening, sputum screening, chest x-ray and clinical evaluation. Once initiated, ACF was provided by NTP staff and integrated into the routine DOTS TB program activities. DISCUSSION: This study protocol describes the pragmatic stepped-wedge cluster randomized trial of active household contact evaluations within an NTP. The stepped-wedge design met overlapping needs of local TB programmers and researchers to adequately evaluate the large-scale roll out of a new control program in a TB endemic setting. Multiple planning meetings were required to develop the necessary networks and in order to understand the operations, needs and goals of the NTP staff and researchers collaborating on this project. The advantages and challenges of using this study design in practice and within existing routine TB programs in a middle-income country context are discussed. TRIAL REGISTRATION: ClinicalTrials.gov NCT02174380. Registered 24 Jun 2014.


Subject(s)
Contact Tracing/methods , Family , Public Health Practice , Tuberculosis/epidemiology , Tuberculosis/transmission , Humans , Peru/epidemiology , Research Design , Sputum/microbiology , Tuberculosis/diagnosis
12.
Malar J ; 14: 245, 2015 Jun 18.
Article in English | MEDLINE | ID: mdl-26081838

ABSTRACT

BACKGROUND: Malaria thrives in poor tropical and subtropical countries where local resources are limited. Accurate disease forecasts can provide public and clinical health services with the information needed to implement targeted approaches for malaria control that make effective use of limited resources. The objective of this study was to determine the relevance of environmental and clinical predictors of malaria across different settings in Uganda. METHODS: Forecasting models were based on health facility data collected by the Uganda Malaria Surveillance Project and satellite-derived rainfall, temperature, and vegetation estimates from 2006 to 2013. Facility-specific forecasting models of confirmed malaria were developed using multivariate autoregressive integrated moving average models and produced weekly forecast horizons over a 52-week forecasting period. RESULTS: The model with the most accurate forecasts varied by site and by forecast horizon. Clinical predictors were retained in the models with the highest predictive power for all facility sites. The average error over the 52 forecasting horizons ranged from 26 to 128% whereas the cumulative burden forecast error ranged from 2 to 22%. CONCLUSIONS: Clinical data, such as drug treatment, could be used to improve the accuracy of malaria predictions in endemic settings when coupled with environmental predictors. Further exploration of malaria forecasting is necessary to improve its accuracy and value in practice, including examining other environmental and intervention predictors, including insecticide-treated nets.


Subject(s)
Endemic Diseases , Environment , Malaria/epidemiology , Adolescent , Adult , Aged , Child , Child, Preschool , Female , Humans , Infant , Malaria/parasitology , Male , Middle Aged , Models, Theoretical , Seasons , Uganda/epidemiology , Young Adult
13.
PLoS One ; 10(2): e0115230, 2015.
Article in English | MEDLINE | ID: mdl-25706530

ABSTRACT

BACKGROUND: Tuberculosis (TB) transmission may occur with exposure to an infectious contact often in the setting of household environments, but extra-domiciliary transmission also may happen. We evaluated if using buses and/or minibuses as public transportation was associated with acquiring TB in a high incidence urban district in Lima, Peru. METHODS: Newly diagnosed TB cases with no history of previous treatment and community controls were recruited from August to December 2008 for a case-control study. Crude and adjusted odd ratios (OR) and 95% confidence intervals (CI) were calculated using logistic regression to study the association between bus/minibus use and TB risk. RESULTS: One hundred forty TB cases and 80 controls were included. The overall use of buses/minibuses was 44.9%; 53.3% (72/135) among cases and 30.4% (24/79) among controls [OR: 3.50, (95% CI: 1.60-7.64)]. In the TB group, 25.7% (36/140) of subjects reported having had a recent household TB contact, and 13% (18/139) reported having had a workplace TB contact; corresponding figures for controls were 3.8% (3/80) and 4.1% (3/73), respectively[OR: 8.88 (95% CI: 2.64-29.92), and OR: 3.89 (95% CI: 1.10-13.70)]. In multivariate analyses, age, household income, household contact and using buses/minibuses to commute to work were independently associated with TB [OR for bus/minibus use: 11.8 (95% CI: 1.45-96.07)]. CONCLUSIONS: Bus/minibus use to commute to work is associated with TB risk in this high-incidence, urban population in Lima, Peru. Measures should be implemented to prevent TB transmission through this exposure.


Subject(s)
Transportation , Tuberculosis/epidemiology , Tuberculosis/transmission , Adult , Case-Control Studies , Female , Humans , Incidence , Male , Middle Aged , Peru/epidemiology , Urban Population , Young Adult
14.
Acad Med ; 88(11): 1778-81, 2013 Nov.
Article in English | MEDLINE | ID: mdl-24072105

ABSTRACT

PURPOSE: Although most medical schools and residency programs offer international medical electives (IMEs), little guidance on the educational objectives for these rotations exists; thus, the authors reviewed the literature to compile and categorize a comprehensive set of educational objectives for IMEs. METHOD: In February and July 2012, the authors searched SciVerse Scopus online, which includes the Embase and MEDLINE databases, using specified terms. From the articles that met their inclusion criteria, they extracted the educational objectives of IMEs and sorted them into preelective, intraelective, and postelective objectives. RESULTS: The authors identified and reviewed 255 articles, 11 (4%) of which described 22 educational objectives. Among those 22 objectives, 5 (23%), 15 (68%), and 2 (9%) were, respectively, preelective, intraelective, and postelective objectives. Among preelective objectives, only cultural awareness appeared in more than 2 articles (3/11; 27%). Among intraelective objectives, the most commonly defined were enhancing clinical skills and understanding different health care systems (9/11; 82%). Learning to manage diseases rarely seen at home and increasing cultural awareness appeared in nearly half (5/11; 45%) of all articles. Among postelective objectives, reflecting on experiences through a written project was most common (9/11; 82%). CONCLUSIONS: The authors identified 22 educational objectives for IMEs in the published literature, some of which were consistent across institutions. These consistencies, in conjunction with future research, can be used as a framework on which institutions can build their own IME curricula, ultimately helping to ensure that their medical trainees have a meaningful learning experience while abroad.


Subject(s)
Curriculum , Education, Medical, Undergraduate/organization & administration , Global Health/education , Adult , Clinical Competence , Culture , Educational Measurement , Humans , Organizational Objectives
15.
BMC Med Educ ; 13: 3, 2013 Jan 18.
Article in English | MEDLINE | ID: mdl-23331630

ABSTRACT

Interest in global health (GH) among medical students worldwide is measurably increasing. There is a concomitant emphasis on emphasizing globally-relevant health professions education. Through a structured literature review, expert consensus recommendations, and contact with relevant professional organizations, we review the existing state of GH education in US medical schools for which data were available. Several recommendations from professional societies have been developed, along with a renewed emphasis on competencies in global health. The implementation of these recommendations was not observed as being uniform across medical schools, with variation noted in the presence of global health curricula. Recommendations for including GH in medical education are suggested, as well as ways to formalize GH curricula, while providing flexibility for innovation and adaptation.


Subject(s)
Global Health/education , Schools, Medical , Curriculum/statistics & numerical data , Education, Medical/organization & administration , Education, Medical/statistics & numerical data , Humans , International Cooperation , Schools, Medical/organization & administration , Schools, Medical/statistics & numerical data , United States
16.
Clin Infect Dis ; 56(4): 517-24, 2013 Feb.
Article in English | MEDLINE | ID: mdl-23118271

ABSTRACT

BACKGROUND: Few researchers have assessed the relationships between socioeconomic inequality and infectious disease outbreaks at the population level globally. We use a socioeconomic model to forecast national annual rates of infectious disease outbreaks. METHODS: We constructed a multivariate mixed-effects Poisson model of the number of times a given country was the origin of an outbreak in a given year. The dataset included 389 outbreaks of international concern reported in the World Health Organization's Disease Outbreak News from 1996 to 2008. The initial full model included 9 socioeconomic variables related to education, poverty, population health, urbanization, health infrastructure, gender equality, communication, transportation, and democracy, and 1 composite index. Population, latitude, and elevation were included as potential confounders. The initial model was pared down to a final model by a backwards elimination procedure. The dependent and independent variables were lagged by 2 years to allow for forecasting future rates. RESULTS: Among the socioeconomic variables tested, the final model included child measles immunization rate and telephone line density. The Democratic Republic of Congo, China, and Brazil were predicted to be at the highest risk for outbreaks in 2010, and Colombia and Indonesia were predicted to have the highest percentage of increase in their risk compared to their average over 1996-2008. CONCLUSIONS: Understanding socioeconomic factors could help improve the understanding of outbreak risk. The inclusion of the measles immunization variable suggests that there is a fundamental basis in ensuring adequate public health capacity. Increased vigilance and expanding public health capacity should be prioritized in the projected high-risk regions.


Subject(s)
Communicable Diseases/epidemiology , Disease Outbreaks/statistics & numerical data , Models, Theoretical , Disease Outbreaks/prevention & control , Educational Status , Epidemiological Monitoring , Female , Forecasting , Humans , Male , Poverty , Socioeconomic Factors
17.
BMJ Open ; 2(6)2012.
Article in English | MEDLINE | ID: mdl-23180505

ABSTRACT

OBJECTIVES: There is a growing body of literature on malaria forecasting methods and the objective of our review is to identify and assess methods, including predictors, used to forecast malaria. DESIGN: Scoping review. Two independent reviewers searched information sources, assessed studies for inclusion and extracted data from each study. INFORMATION SOURCES: Search strategies were developed and the following databases were searched: CAB Abstracts, EMBASE, Global Health, MEDLINE, ProQuest Dissertations & Theses and Web of Science. Key journals and websites were also manually searched. ELIGIBILITY CRITERIA FOR INCLUDED STUDIES: We included studies that forecasted incidence, prevalence or epidemics of malaria over time. A description of the forecasting model and an assessment of the forecast accuracy of the model were requirements for inclusion. Studies were restricted to human populations and to autochthonous transmission settings. RESULTS: We identified 29 different studies that met our inclusion criteria for this review. The forecasting approaches included statistical modelling, mathematical modelling and machine learning methods. Climate-related predictors were used consistently in forecasting models, with the most common predictors being rainfall, relative humidity, temperature and the normalised difference vegetation index. Model evaluation was typically based on a reserved portion of data and accuracy was measured in a variety of ways including mean-squared error and correlation coefficients. We could not compare the forecast accuracy of models from the different studies as the evaluation measures differed across the studies. CONCLUSIONS: Applying different forecasting methods to the same data, exploring the predictive ability of non-environmental variables, including transmission reducing interventions and using common forecast accuracy measures will allow malaria researchers to compare and improve models and methods, which should improve the quality of malaria forecasting.

18.
Emerg Infect Dis ; 18(7): 1184-7, 2012 Jul.
Article in English | MEDLINE | ID: mdl-22709741

ABSTRACT

To compare the timeliness of nongovernmental and governmental communications of infectious disease outbreaks and evaluate trends for each over time, we investigated the time elapsed from the beginning of an outbreak to public reporting of the event. We found that governmental sources improved the timeliness of public reporting of infectious disease outbreaks during the study period.


Subject(s)
Communicable Diseases/epidemiology , Disease Notification , Disease Outbreaks/statistics & numerical data , Government , Private Sector , Communicable Diseases/diagnosis , Disease Notification/methods , Disease Notification/standards , Humans , Population Surveillance , Time Factors
19.
Acad Med ; 87(2): 206-9, 2012 Feb.
Article in English | MEDLINE | ID: mdl-22189881

ABSTRACT

PURPOSE: To understand the current landscape and the evolution of predeparture training (PDT) in Canadian medical education. METHOD: The authors surveyed one faculty and one student global health leader at each of Canada's 17 medical schools in February 2008 and May 2010 to assess the delivery of and requirements for PDT at each institution. The authors then used descriptive statistics to compare responses across schools and years. RESULTS: In 2008, one faculty and one student representative from each of the 17 Canadian medical schools completed the survey; in 2010, 17 faculty and 16 student representatives responded. The number of medical schools offering PDT grew substantially from 2008 to 2010 (11/17 [65%] versus 16/17 [94%]). Three of the five new programs in 2010 were student run. The number of schools with mandatory PDT nearly doubled (6/17 [35%] versus 11/17 [65%]). However, institutional funding remained scarce, as 10 of 16 programs had budgets of less than $500 in 2010. PDT content, frequency, and format varied from school to school. CONCLUSIONS: Medical students have been responsible for organizing the majority of new PDT. To ensure quality and sustainability, however, faculty must play a more central role in the planning and implementation of such training programs. Medical schools must continue to reevaluate how best to maximize global health electives for trainees and the communities in which they study. PDT offers one avenue for schools to ensure that students are safe and socially accountable during their time abroad.


Subject(s)
Clinical Clerkship/methods , Education, Medical, Undergraduate/methods , Global Health/education , Canada , Developing Countries , Faculty, Medical , Health Surveys , Humans , Schools, Medical , Students, Medical
20.
PLoS One ; 6(10): e25861, 2011.
Article in English | MEDLINE | ID: mdl-22022459

ABSTRACT

BACKGROUND: Multiple drug-resistance in new tuberculosis (TB) cases accounts for the majority of all multiple drug-resistant TB (MDR-TB) worldwide. Effective control requires determining which new TB patients should be tested for MDR disease, yet the effectiveness of global screening recommendations of high-risk groups is unknown. METHODS: Sixty MDR-TB cases with no history of previous TB treatment, 80 drug-sensitive TB and 80 community-based controls were recruited in Lima, Peru between August and December, 2008 to investigate whether recommended screening practices identify individuals presenting with MDR-TB. Odd ratios (OR) and 95% confidence intervals (CI) were calculated using logistic regression to study the association of potential risk factors with case/control variables. RESULTS: MDR-TB cases did not differ from drug-sensitive TB and community controls in rates of human immunodeficiency virus infection, reported hospital or prison visits in the 3 years prior to diagnosis. MDR-TB cases were more likely than drug-sensitive TB controls to have had a recent MDR-TB household contact (OR 4.66, (95% CI 1.56-13.87)); however, only 15 cases (28.3%) reported this exposure. In multivariate modeling, recent TB household contact, but not contact with an MDR-TB case, remained predictive of MDR-TB, OR 7.47, (95% CI 1.91-29.3). Living with a partner rather than parents was associated with a lower risk of MDR-TB, OR 0.15, (95% CI 0.04-0.51). CONCLUSION: Targeted drug susceptibility testing (DST) linked to reported MDR-TB contact or other high-risk exposures does not identify the majority of new TB cases with MDR disease in Lima where it is endemic. All new TB cases should be screened with DST to identify MDR patients. These findings are likely applicable to other regions with endemic MDR-TB.


Subject(s)
Drug Resistance, Multiple , Mass Screening , Microbial Sensitivity Tests/methods , Self Report , Tuberculosis, Multidrug-Resistant/drug therapy , Tuberculosis, Multidrug-Resistant/epidemiology , Adult , Case-Control Studies , Humans , Incidence , Multivariate Analysis , Peru/epidemiology , Risk Factors
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