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1.
BMC Infect Dis ; 24(1): 369, 2024 Apr 02.
Artigo em Inglês | MEDLINE | ID: mdl-38565994

RESUMO

BACKGROUND: Human papillomavirus (HPV) is a common sexually transmitted infection and the leading cause of cervical cancer. The HPV vaccine is a safe and effective way to prevent HPV infection. In Zambia, the vaccine is given during Child Health Week to girls aged 14 years who are in and out of school in two doses over two years. The focus of this evaluation was to establish the cost to administer a single dose of the vaccine as well as for full immunisation of two doses. METHODS: This work was part of a broader study on assessing HPV programme implementation in Zambia. For HPV costing aspect of the study, with a healthcare provider perspective and reference year of 2020, both top-down and micro-costing approaches were used for financial costing, depending on the cost data source, and economic costs were gathered as secondary data from Expanded Programme for Immunisation Costing and Financing Project (EPIC), except human resource costs which were gathered as primary data using existing Ministry of Health salary scales and reported time spent by different health cadres on activities related to HPV vaccination. Data was collected from eight districts in four provinces, mainly using a structured questionnaire, document reviews and key informant interviews with staff at national, provincial, district and health facility levels. Administrative coverage rates were obtained for each district. RESULTS: Findings show that schools made up 53.3% of vaccination sites, community outreach sites 30.9% and finally health facilities 15.8%. In terms of coverage for 2020, for the eight districts sampled, schools had the highest coverage at 96.0%. Community outreach sites were at 6.0% of the coverage and health facilities accounted for only 1.0% of the coverage. School based delivery had the lowest economic cost at USD13.2 per dose and USD 28.1 per fully immunised child (FIC). Overall financial costs for school based delivery were US$6.0 per dose and US$12.4 per FIC. Overall economic costs taking all delivery models into account were US$23.0 per dose and US$47.6 per FIC. The main financial cost drivers were microplanning, supplies, service delivery/outreach and vaccine co-financing; while the main economic cost drivers were human resources, building overhead and vehicles. Nurses, environmental health technicians and community-based volunteers spent the most time on HPV related vaccination activities compared to other cadres and represented the greatest human resource costs. CONCLUSIONS: The financial cost of HPV vaccination in Zambia aligns favourably with similar studies conducted in other countries. However, the economic costs appear significantly higher than those observed in most international studies. This discrepancy underscores the substantial strain placed on healthcare resources by the program, a burden that often remains obscured. While the vaccine costs are currently subsidized through the generous support of Gavi, the Vaccine Alliance, it's crucial to recognize that these expenses pose a considerable threat to long-term sustainability. Consequently, countries such as Zambia must proactively devise strategies to address this challenge.


Assuntos
Infecções por Papillomavirus , Vacinas contra Papillomavirus , Neoplasias do Colo do Útero , Criança , Feminino , Humanos , Zâmbia , Infecções por Papillomavirus/complicações , Vacinação , Papillomavirus Humano , Neoplasias do Colo do Útero/complicações , Análise Custo-Benefício , Programas de Imunização
2.
BMC Pregnancy Childbirth ; 20(1): 20, 2020 Jan 06.
Artigo em Inglês | MEDLINE | ID: mdl-31906880

RESUMO

BACKGROUND: Iron and Folic Acid are two of the micronutrients recommended for pregnant women to support optimal maternal outcomes with regard to preventing anaemia and foetal birth defects. It is difficult to establish if women provided with iron and folic acid supplementation in Zambia benefit from it and how well it is implemented. The overall objective of this study was to determine the levels of uptake and compliance to iron and folic acid in pregnancy among women of child-bearing age in Zambia, with a focus on both supply and demand factors. METHODS: A cross sectional, mixed method study was done. Data was collected in August and September 2015 from six of the 14 districts in which Scaling Up Nutrition interventions were being undertaken as well as Lusaka district. A household survey covering 402 males and females of child-bearing age, 27 key informant interviews amongst key stakeholders and 12 focus group discussions at community level were conducted. RESULTS: Antenatal clinic attendance was almost universal (98.7%); the majority of both men (92.1%) and women (97.4%) had heard messages about iron and folic acid supplementation; the majority (96.5%) of women reported having taken iron and folic acid tablets during their last pregnancy, with 61.3% starting in the second trimester, 27.2% during the first trimester, and 7.7% in their third trimester. Eighty-five per cent (80.5%) of the women reported that they had taken all the tablets they were given with about 13.4% not taking all the tablets received. CONCLUSIONS: Root cause analysis, using both qualitative and quantitative findings, showed that the main challenges faced were long distances to health facilities and high transport costs; some women not being reached with supplementation messaging; lack of formalised and uniform training around delivery of antenatal messages across health care workers; women not attending antenatal monthly to replenish supplements; and forgetfulness to take the drugs daily. While male involvement may be a supportive factor, it sometimes hinders women from accessing antenatal services. Results showed that both uptake and compliance to iron and folic acid supplementation in pregnancy in Zambia were sub-optimal.


Assuntos
Suplementos Nutricionais , Ácido Fólico/administração & dosagem , Ferro/administração & dosagem , Micronutrientes/administração & dosagem , Cooperação do Paciente/estatística & dados numéricos , Gestantes , Adolescente , Adulto , Anemia Ferropriva/prevenção & controle , Estudos Transversais , Feminino , Grupos Focais , Humanos , Masculino , Pessoa de Meia-Idade , Gravidez , Análise de Causa Fundamental , Inquéritos e Questionários , Zâmbia/epidemiologia
3.
Popul Health Metr ; 16(1): 13, 2018 08 13.
Artigo em Inglês | MEDLINE | ID: mdl-30103791

RESUMO

BACKGROUND: The under-5 mortality rate (U5MR) is an important metric of child health and survival. Country-level estimates of U5MR are readily available, but efforts to estimate U5MR subnationally have been limited, in part, due to spatial misalignment of available data sources (e.g., use of different administrative levels, or as a result of historical boundary changes). METHODS: We analyzed all available complete and summary birth history data in surveys and censuses in six countries (Bangladesh, Cameroon, Chad, Mozambique, Uganda, and Zambia) at the finest geographic level available in each data source. We then developed small area estimation models capable of incorporating spatially misaligned data. These small area estimation models were applied to the birth history data in order to estimate trends in U5MR from 1980 to 2015 at the second administrative level in Cameroon, Chad, Mozambique, Uganda, and Zambia and at the third administrative level in Bangladesh. RESULTS: We found substantial variation in U5MR in all six countries: there was more than a two-fold difference in U5MR between the area with the highest rate and the area with the lowest rate in every country. All areas in all countries experienced declines in U5MR between 1980 and 2015, but the degree varied both within and between countries. In Cameroon, Chad, Mozambique, and Zambia we found areas with U5MRs in 2015 that were higher than in other parts of the same country in 1980. Comparing subnational U5MR to country-level targets for the Millennium Development Goals (MDG), we find that 12.8% of areas in Bangladesh did not meet the country-level target, although the country as whole did. A minority of areas in Chad, Mozambique, Uganda, and Zambia met the country-level MDG targets while these countries as a whole did not. CONCLUSIONS: Subnational estimates of U5MR reveal significant within-country variation. These estimates could be used for identifying high-need areas and positive deviants, tracking trends in geographic inequalities, and evaluating progress towards international development targets such as the Sustainable Development Goals.


Assuntos
Saúde da Criança , Mortalidade da Criança , Coleta de Dados/métodos , Países em Desenvolvimento , Disparidades nos Níveis de Saúde , Mortalidade Infantil , Análise Espacial , Bangladesh/epidemiologia , Camarões/epidemiologia , Censos , Chade/epidemiologia , Mortalidade da Criança/tendências , Pré-Escolar , Países em Desenvolvimento/estatística & dados numéricos , Humanos , Lactente , Morte do Lactente , Mortalidade Infantil/tendências , Recém-Nascido , Moçambique/epidemiologia , Uganda/epidemiologia , Zâmbia/epidemiologia
4.
Health Res Policy Syst ; 14(1): 50, 2016 Jul 19.
Artigo em Inglês | MEDLINE | ID: mdl-27432056

RESUMO

Global investment in biomedical research has grown significantly over the last decades, reaching approximately a quarter of a trillion US dollars in 2010. However, not all of this investment is distributed evenly by gender. It follows, arguably, that scarce research resources may not be optimally invested (by either not supporting the best science or by failing to investigate topics that benefit women and men equitably). Women across the world tend to be significantly underrepresented in research both as researchers and research participants, receive less research funding, and appear less frequently than men as authors on research publications. There is also some evidence that women are relatively disadvantaged as the beneficiaries of research, in terms of its health, societal and economic impacts. Historical gender biases may have created a path dependency that means that the research system and the impacts of research are biased towards male researchers and male beneficiaries, making it inherently difficult (though not impossible) to eliminate gender bias. In this commentary, we - a group of scholars and practitioners from Africa, America, Asia and Europe - argue that gender-sensitive research impact assessment could become a force for good in moving science policy and practice towards gender equity. Research impact assessment is the multidisciplinary field of scientific inquiry that examines the research process to maximise scientific, societal and economic returns on investment in research. It encompasses many theoretical and methodological approaches that can be used to investigate gender bias and recommend actions for change to maximise research impact. We offer a set of recommendations to research funders, research institutions and research evaluators who conduct impact assessment on how to include and strengthen analysis of gender equity in research impact assessment and issue a global call for action.


Assuntos
Pesquisa Biomédica , Políticas , Sexismo , África , América , Ásia , Europa (Continente) , Feminino , Identidade de Gênero , Política de Saúde , Humanos , Masculino , Ciência , Fatores Sexuais
5.
Med Teach ; 37(7): 635-640, 2015 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-25496713

RESUMO

BACKGROUND: Research outputs in sub-Saharan Africa may be limited by a scarcity of clinical research expertise. In Zambia, clinical and biomedical postgraduate students are often delayed in graduation due to challenges in completing their research dissertations. We sought to strengthen institutional research capacity by supporting student and faculty researchers through weekly epidemiology and biostatistics clinics. METHODS: We instituted a weekly Analytical Support Clinic at the University of Zambia, School of Medicine. A combination of biostatisticians, clinical researchers and epidemiologists meet weekly with clients to address questions of proposal development, data management and analysis. Clinic sign-in sheets were reviewed. RESULTS: 109 students and faculty members accounted for 197 visits to the Clinic. Nearly all clients (107/109, 98.2%) were undergraduate or postgraduate students. Reasons for attending the Clinic were primarily for proposal development (46.7%) and data management/analysis (42.1%). The most common specific reasons for seeking help were data analysis and interpretation (36.5%), development of study design and research questions (26.9%) and sample size calculation (21.8%). CONCLUSIONS: The Analytical Support Clinic is an important vehicle for strengthening postgraduate research through one-on-one and small group demand-driven interactions. The clinic approach supplements mentorship from departmental supervisors, providing specific expertise and contextual teaching.

6.
BMC Res Notes ; 17(1): 152, 2024 Jun 03.
Artigo em Inglês | MEDLINE | ID: mdl-38831445

RESUMO

OBJECTIVE: The immunisation programme in Zambia remains one of the most effective public health programmes. Its financial sustainability is, however, uncertain. Using administrative data on immunisation coverage rate, vaccine utilisation, the number of health facilities and human resources, expenditure on health promotion, and the provision of outreach services from 24 districts, we used Data Envelopment Analysis to determine the level of technical efficiency in the provision of immunisation services. Based on our calculated levels of technical efficiency, we determined the available fiscal space for immunisation. RESULTS: Out of the 24 districts in our sample, 9 (38%) were technically inefficient in the provision of immunisation services. The average efficiency score, however, was quite high, at 0.92 (CRS technology) and 0.95 (VRS technology). Based on the calculated level of technical efficiency, we estimated that an improvement in technical efficiency can save enough vaccine doses to supply between 5 and 14 additional districts. The challenge, however, lies in identifying and correcting for the sources of technical inefficiency.


Assuntos
Programas de Imunização , Zâmbia , Programas de Imunização/economia , Programas de Imunização/estatística & dados numéricos , Humanos , Eficiência Organizacional , Cobertura Vacinal/estatística & dados numéricos , Vacinas/economia , Vacinas/provisão & distribuição
7.
Res Sq ; 2023 May 29.
Artigo em Inglês | MEDLINE | ID: mdl-37398262

RESUMO

Background: Human papillomavirus (HPV) is a common sexually transmitted infection and the leading cause of cervical cancer. The HPV vaccine is a safe and effective way to prevent HPV infection. In Zambia, the vaccine is given during Child Health to girls aged 14 years who are in and out of school in two doses over two years. The focus of this evaluation was to establish the cost to administer a single dose of the vaccine well as for full immunisation of two doses. Methods: For HPV costing, both top-down and micro-costing approaches were used, depending on the cost data source, and economic costs were gathered from Expanded Programme for Immunisation Costing and Financing Project (EPIC). Data was collected from eight districts in four provinces, mainly using a structured questionnaire, document reviews and key informant interviews with staff at national, district and provincial levels. Results: Findings show that schools made up 53.3% of vaccination sites, community outreach sites 30.9% and finally health facilities 15.8%. In terms of coverage for 2020, for the eight districts sampled, schools had the highest coverage at 96.0%. Community outreach sites were at 6.0% of the coverage and health facilities accounted for only 1.0% of the coverage. School based delivery had the lowest cost economic cost at USD13.2 per dose and USD 26.4 per fully immunised child (FIC). Overall financial costs were US$6.0 per dose and US$11.9 per fully immunised child. Overall economic costs taking all delivery models into account were US$23.0 per dose and US$46.0 per FIC. The main cost drivers were human resources, building overhead and vehicles, microplanning, supplies and service delivery/outreach. were the top cost drivers. Nurses, environmental health technicians and community-based volunteers were the most involved in HPV vaccination. Conclusions: Future planning in Zambia and other African countries conducting HPV vaccination needs to prioritise these cost drivers as well as possibly find strategies to minimise some costs. Although not a challenge now due to Gavi support, vaccine costs are a major threat to sustainability in the long run. Countries like Zambia must find strategies to mitigate against this.

8.
Vaccine X ; 12: 100193, 2022 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-35942059

RESUMO

The Zambia Immunisation Technical Advisory Group (ZITAG) was established in 2016 as an advisory body to provide evidence-based recommendations on vaccine policy. As part of the Gave Full Country Evaluation, we evaluated the functionality and effectiveness of ZITAG and related EPI committees through an online stakeholder survey of Interagnecy Coordinating Committee (ICC), ZITAG and Extended programme on Immunisation Technical Working Group (EPI-TWG) members, document review and key informant interviews. The survey was sent out via SurveyMonkey between May and July 2020 to 69 members of ZITAG, ICC or the EPI TWG. A total of 52 individuals responded (75%). Eight key informant interviews were also carried out at the national and global level in September 2020 to elaborate further on some of the quantitative findings and for triangulation. Findingsrevealed that the EPI committees were reasonably functional and effective entities, each with its unique role, though some overlaps occurred. Functionality was shown by having a broad membership with wide expertise and long-serving members; sub-committees existed and meetings were occurring regularly. Leadership and coordination structures also existed and were largely felt to be working well. Funding challenges however persisted, in particular for ZITAG operations and functionality of its subcommittees. Effectiveness and value addition fo the committees to the EPI was illustrated through decision-making processes and evidence use as well as relatively good country ownership in terms of commitment, legitimacy, capacity and accountability. Full independence and ownership may however be compromised by funding challenges. Recent changes to ICC terms of reference and focus beyond immunisation side-lined the EPI and weakened the linkage between ICC and ZITAG with many ZITAG recommendations not having been followed through by ICC as the ultimate endorsing entity.

9.
Med J Zambia ; 49(1): 67-74, 2022 Aug 22.
Artigo em Inglês | MEDLINE | ID: mdl-37654444

RESUMO

Introduction: There is a significant shortage of medical subspecialists in Zambia. The government of Zambia, through programmes at the Ministry of Health, spends considerable resources to send patients outside the country for subspecialist medical treatment. The objective of this analysis was to evaluate the current situation pertaining to medical subspecialty training at the University of Zambia School of Medicine (UNZASOM) and to illustrate the new programmes that are to be introduced. Methods: We collected data from formal desk reviews on the state of medical specialisation in Zambia, the UNZASOM graduation archives and patient referral records at the Ministry of Health (MoH). In addition, information on planned subspecialist programmes is presented. Results: From the first graduates in 1986up to 2019,UNZASOM produced 351medical specialists, 63 (18%) in Internal Medicine, 77 (22%) in Obstetrics &Gynaecology, 82 (23%) in Paediatrics&Child Health, 68 (19%) in General Surgery, 17 (5%) in Anaesthesia & Critical Care, 20 (6%) in Orthopaedics &Trauma and 8 (2%) in Urology. The remaining graduates were in Ophthalmology, Psychiatry, Infectious Diseases, Paediatric Surgery and Pathology contributing 1% each. To enhance medical subspecialist training at UNZASOM, new curricula for Breast Surgery, Urology, Glaucoma, Vitreo-retinalSurgery, Adult Gastroenterology, Forensic Pathology, Dermatology & Venereology, Ophthalmology, Gynaecological Oncology and Paediatric anaesthesia, Infectious Diseases, and Gastroenterology were developed. Since 2013, only 44% of patients requiring subspecialist treatment out of Zambia got assisted with the remainder still on the waiting list or having had bad outcomes. Conclusions: These programmes will provide an opportunity for accessible and affordable medical subspecialization training for Zambia and its neighbouring countries. With enhanced infrastructural support, the subspecialists will contribute toward enhanced healthcare provision and improvement in patient outcomes. They will also form a cohort of trainers to expand the space for quality training and skills building of specialists and subspecialists in the region and beyond.

10.
Med J Zambia ; 49(2): 185-197, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-37378261

RESUMO

Background: There is evidence that multidisciplinary healthcare teams can provide better quality of care and treatment outcomes compared to that delivered by individuals from a single health discipline. The project on which this article is based applied the interprofessional education model to university pre-licensure health students in the management of chronic care conditions in Zambia. Methods: Four distinct but interrelated approaches, namely desk review; module development workshops; review and validation of modules by experts; piloting and review of the training modules were employed. Results: Several models of interprofessional education currently in existence and used successfully by higher education institutions in other settings were identified. While several models of Interprofessional Education were identified, our project adapted the "didactic program, community-based experience, and interprofessional-simulation experience" models. To apply the models, modules of seven chronic care conditions were developed and piloted. The extent to which the module activities promoted interprofessional education were rated between 74 - 87% (agree or strongly agree) by the students. Conclusion: Three models of Interprofessional Education were identified and adapted in the project, and seven modules were developed and administered to the students. The process was effective for putting forth an interprofessional training program at the undergraduate level, with the potential to improve quality of care for patients.

11.
Health Policy Plan ; 35(Supplement_2): ii35-ii46, 2020 Nov 01.
Artigo em Inglês | MEDLINE | ID: mdl-33156940

RESUMO

Vaccination, like most other public health services, relies on a complex package of intervention components, functioning systems and committed actors to achieve universal coverage. Despite significant investment in immunization programmes, national coverage trends have slowed and equity gaps have grown. This paper describes the design and implementation of the Gavi Full Country Evaluations, a multi-country, prospective, mixed-methods approach whose goal was to monitor and evaluate processes, inputs, outputs and outcomes of immunization programmes in Bangladesh, Mozambique, Uganda and Zambia. We implemented the Full Country Evaluations from 2013 to 2018 with the goal of identifying the drivers of immunization programme improvement to support programme implementation and increase equitable immunization coverage. The framework supported methodological and paradigmatic flexibility to respond to a broad range of evaluation and implementation research questions at global, national and cross-country levels, but was primarily underpinned by a focus on evaluating processes and identifying the root causes of implementation breakdowns. Process evaluation was driven by theories of change for each Gavi funding stream (e.g. Health Systems Strengthening) or activity, ranging from global policy development to district-level programme implementation. Mixing of methods increased in relevance and rigour over time as we learned to build multiple methods into increasingly tailored evaluation questions. Evaluation teams in country-based research institutes increasingly strengthened their level of embeddedness with immunization programmes as the emphasis shifted over time to focus more heavily on the use of findings for programme learning and adaptation. Based on our experiences implementing this approach, we recommend it for the evaluation of other complex interventions, health programmes or development assistance.


Assuntos
Estudos Prospectivos , Bangladesh , Humanos , Moçambique , Uganda , Zâmbia
12.
Pan Afr Med J ; 27: 92, 2017.
Artigo em Inglês | MEDLINE | ID: mdl-28819513

RESUMO

INTRODUCTION: Zambia is facing a chronic shortage of health care workers. The paper aimed at understanding how the Medical Education Partnership Initiative (MEPI) program facilitated strengthening and expanding of the national capacity and quality of medical education as well as processes for retaining faculty in Zambia. METHODS: Data generated through documentary review, key informant interviews and observations were analyzed using a thematic approach. RESULTS: The MEPI program triggered the development of new postgraduate programs thereby increasing student enrollment. This was achieved by leveraging of existing and new partnerships with other universities and differentiating the old Master in Public Health into specialized curriculum. Furthermore, the MEPI program improved the capacity and quality of training by facilitating installation and integration of new technology such as the eGranary digital library, E-learning methods and clinical skills laboratory into the Schools. This technology enabled easy access to relevant data or information, quicker turn around of experiments and enhanced data recording, display and analysis features for experiments. The program also facilitated transforming of the academic environment into a more conducive work place through strengthening the Staff Development program and support towards research activities. These activities stimulated work motivation and interest in research by faculty. Meanwhile, these processes were inhibited by the inability to upload all courses on to Moodle as well as inadequate operating procedures and feedback mechanisms for the Moodle. CONCLUSION: Expansion and improvement in training processes for health care workers requires targeted investment within medical institutions and strengthening local and international partnerships.


Assuntos
Docentes , Pessoal de Saúde/educação , Saúde Pública/educação , Estudantes de Ciências da Saúde , Fortalecimento Institucional , Competência Clínica , Currículo , Educação Médica/organização & administração , Tecnologia Educacional , Humanos , Motivação , Desenvolvimento de Programas , Desenvolvimento de Pessoal , Zâmbia
13.
Med. j. Zambia ; 49(2): 185-197, 2022. figures
Artigo em Inglês | AIM | ID: biblio-1402782

RESUMO

Background:Thereisevidencethatmultidisciplinary healthcare teams can provide better quality of care and treatment outcomes compared to that delivered by individuals from a single health discipline. The project on which this article isbased applied the interprofessional education model to university pre-licensure health students in the management of chronic care conditions in Zambia. Methods:Four distinct but interrelated approaches, name ly desk review; module development workshops; review and validation of modules by experts; piloting and review of the training modules were employed. Results: Severalmodelsofinterprofessionaleducationcurrentlyinexistenceandusedsuccessfully by higher education institutions in other settings were identified. While several models of Interprofessional Education were identified, our project adapted the "didactic program, community-based experience, and interprofessional-simulation experience" models. To apply the models, modules of seven chronic care conditions were developed and piloted. The extent to which the module activities promoted interprofessional education were rated between 74 - 87% (agree or strongly agree) by the students. Conclusion: Three models of Interprofessional Education were identified and adapted in the project and seven modules were developed and administered to the students. The process was effective for putting forth an interprofessional training program at the undergraduate level, with the potential to improve quality of care for patients.


Assuntos
Humanos , Equipe de Assistência ao Paciente , Educação Interprofissional , Colaboração Intersetorial , Atenção à Saúde
14.
Acad Med ; 89(8 Suppl): S98-S101, 2014 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-25072591

RESUMO

Zambia is facing a crisis in its human resources for health, with deficits in the number and skill mix of health workers. The University of Zambia School of Medicine (UNZA SOM) was the only medical school in the country for decades, but recently it was joined by three new medical schools--two private and one public. In addition to expanding medical education, the government has also approved several allied health programs, including pharmacy, physiotherapy, biomedical sciences, and environmental health. This expansion has been constrained by insufficient numbers of faculty. Through a grant from the Medical Education Partnership Initiative (MEPI), UNZA SOM has been investing in ways to address faculty recruitment, training, and retention. The MEPI-funded strategy involves directly sponsoring a cohort of faculty at UNZA SOM during the five-year grant, as well as establishing more than a dozen new master's programs, with the goal that all sponsored faculty are locally trained and retained. Because the issue of limited basic science faculty plagues medical schools throughout Sub-Saharan Africa, this strategy of using seed funding to build sustainable local capacity to recruit, train, and retain faculty could be a model for the region.


Assuntos
Pessoal Técnico de Saúde/educação , Docentes/provisão & distribuição , Ocupações em Saúde/educação , Cooperação Internacional , Seleção de Pessoal , Ciência/educação , Humanos , Estados Unidos , Zâmbia
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