Health workforce strategies during COVID-19 response: insights from 15 countries in the WHO Africa Region.

INTRODUCTION: The COVID-19 pandemic unveiled huge challenges in health workforce governance in the context of public health emergencies in Africa. Several countries applied several measures to ensure access to qualified and skilled health workers to respond to the pandemic and provide essential health services. However, there has been limited documentation of these measures. This study was undertaken to examine the health workforce governance strategies applied by 15 countries in the World Health Organization (WHO) Africa Region in responding to the COVID-19 pandemic. METHODS: We extracted data from country case studies developed from national policy documents, reports and grey literature obtained from the Ministries of Health and other service delivery agencies. This study was conducted from October 2020 to January 2021 in 15 countries - Angola, Burkina Faso, Chad, Eswatini, Ghana, Guinea, Guinea Bissau, Ivory Coast, Liberia, Mali, Mauritania, Niger, Nigeria, Senegal and Togo. RESULTS: All 15 countries had national multi-sectoral bodies to manage the COVID-19 response and a costed national COVID-19 response plan. All the countries also reflected human resources for health (HRH) activities along the different response pillars. These activities included training for health workers, and budget for the recruitment or mobilization of additional health workers to support the response, and for provision of financial and non-financial incentives for health workers. Nine countries recruited additional 35,812 health workers either on a permanent or temporary basis to respond to the COVID-19 with an abridged process of recruitment implemented to ensure needed health workers are in place on time. Six countries redeployed 3671 health workers to respond to the COVID-19. The redeployment of existing health workers was reported to have impacted negatively on essential health service provision. CONCLUSION: Strengthening multi-sector engagement in the development of public health emergency plans is critical as this promotes the development of holistic interventions needed to improve health workforce availability, retention, incentivization, and coordination. It also ensures optimized utilization based on competencies, especially for the existing health workers.

Exploring the availability of specialist health workforce education in East and Southern Africa: a document analysis.

BACKGROUND: Specialist health professionals improve health outcomes. Most low-income and middle-income countries do not have the capacity to educate and retain all types of specialists across various health professions. This study sought to explore and describe the opportunities available for specialist health professions education and the pathways to becoming a specialist health professional in East and Southern Africa (ESA). Understanding the regional capacity for specialist education provides opportunities for countries to apply transnational education models to create prospects for specialist education. METHODS: A document analysis on specialist training programmes for health professionals was conducted in twenty countries in ESA to establish the capacity of specialist education for health professionals. Data were collected from policy documents, grey literature and websites at the country and institution levels. FINDINGS: We found 288 specialist health professions education programmes across ten professional categories in 157 health professions education institutions from 18 countries in the ESA are reported. Medical and Nursing specialist programmes dominate the list of available specialist programmes in the region, while Kenya, South Africa and Ethiopia have the highest number of specialist programmes. Most included specialist programmes were offered at the Master's level or as postgraduate diplomas. There is a general uneven distribution of specialist health professions education programmes within the ESA region despite sharing almost similar sociogeographical context and disease patterns. Current national priorities may be antecedent to the diversity and skewed distribution of specialist health professions programmes. CONCLUSION: Attention must be paid to countries with limited capacity for specialist education and to professions that are severely under-represented. Establishing regional policies and platforms that nurture collaborations towards specialist health professions education may be a proximal solution for increased regional capacity for specialist education.

Investing in the health workforce: fiscal space analysis of 20 countries in East and Southern Africa, 2021-2026.

BACKGROUND AND OBJECTIVES: The health workforce (HWF) is at the core of ensuring an efficient, effective and functional health system, but it faces chronic underinvestment. This paper presents a fiscal space analysis of 20 countries in East and Southern Africa to generate sustained evidence-based advocacy for significant and smarter investment in the HWF. METHODS: We adapted an established empirical framework for fiscal space analysis and applied it to the HWF. Country-specific data were curated and triangulated from publicly available datasets and government reports to model the fiscal space for the HWF for each country. Based on the current knowledge, three scenarios (business as-usual, optimistic and very optimistic) were modelled and compared. FINDINGS: A business-as-usual scenario shows that the cumulative fiscal space across the 20 countries is US$12.179 billion, which would likely increase by 28% to US$15.612 billion by 2026 but varies across countries-the highest proportional increases expected in Seychelles (117%) and Mozambique (69%) but lowest in Zambia (15%). Under optimistic assumptions, allocating an additional 1.5% of gross domestic product (GDP) to health even without further prioritising the proportional allocation to the wage bill could boost the cumulative fiscal space for HWF by US$4.639 billion. In a very optimistic scenario of a 1.5% increase in health expenditure as a proportion of GDP and further prioritisation of HWF within the health expenditure, the cumulative fiscal space for HWF could improve by some 105%-ranging from 24% in Zambia to 330% in Lesotho. CONCLUSION: Small increments in government health expenditure and increased prioritisation of HWF in funding in tandem with the 57% global average could potentially increase the fiscal space for HWF by at least 32% in 11 countries. Unless the HWF is sufficiently prioritised within the health expenditures, only increasing the overall health expenditure to even recommended levels would still portend severe underinvestment in HWF amid unabating shortages to deliver health services. Thus, HWF strategies and investment plans should include fiscal space analysis to deepen advocacy for sustainable investment in the HWF.

The health workforce status in the WHO African Region: findings of a cross-sectional study.

INTRODUCTION: Several efforts have been made globally to strengthen the health workforce (HWF); however, significant challenges still persist especially in the African Region. This study was conducted by the WHO Regional Office for Africa to present the status of the HWF in 47 countries as a baseline in measuring countries' progress in implementing the Global Strategy for HWF by 2030. METHODS: This was a cross-sectional survey of 47 countries in the African Region using a semistructured questionnaire. Data were collected from January 2018 to April 2019. Before data collection, a tool was developed and piloted in four countries. The completed tools were validated in the countries by relevant stakeholders in the 47 countries. Data were collated and analysed in Epi Info and Microsoft Excel. RESULTS: The total stock of health workers was approximately 3.6 million across 47 countries. Among these, 37% of the health workers were nurses and midwives, 9% were medical doctors, 10% were laboratory personnel, 14% were community health workers, 14% were other health workers, and 12% were administrative and support staff. Results show uneven distribution of health workers within the African Region. Most health workers (85%) are in the public sector. Regional density of physicians, nurses and midwives per 1000 population was 1.55, only 4 countries had densities of more than 4.45 physicians, nurses and midwives per 1000 population. CONCLUSION: This survey has demonstrated that the shortage and maldistribution of health workers in the WHO African Region remain a big challenge towards the attainment of universal access to health services. This calls for the need to substantially increase investment in the HWF based on contextual evidence in line with the current and future health needs.

Health workforce supply, needs and financial feasibility in Lesotho: a labour market analysis.

BACKGROUND: The Government of Lesotho has prioritised health investment that aims to improve the health and socioeconomic development of the country, including the scaling up of the health workforce (HWF) training and improving their working conditions. Following a health labour market analysis, the paper highlights the available stock of health workers in Lesotho's health labour market, 10-year projected supply versus needs and the financial implications. METHODS: Multiple complementary approaches were used to collect data and analyse the HWF situation and labour market dynamics. These included a scooping assessment, desk review, triangulation of different data sources for descriptive analysis and modelling of the HWF supply, need and financial space. FINDINGS: Lesotho had about 20 942 active health workers across 18 health occupations in 2020, mostly community health workers (69%), nurses and midwives (17.9%), while medical practitioners were 2%. Almost one out of three professional nurses and midwives (28.43%) were unemployed, and nearly 20% of associate nurse professionals, 13.26% of pharmacy technicians and 24.91% of laboratory technicians were also unemployed. There were 20.73 doctors, nurses and midwives per 10 000 population in Lesotho, and this could potentially increase to a density of 31.49 doctors, nurses and midwives per 10 000 population by 2030 compared with a need of 46.72 per 10 000 population by 2030 based on projected health service needs using disease burden and evolving population size and demographics. The existing stock of health workers covered only 47% of the needs and could improve to 55% in 2030. The financial space for the HWF employment was roughly US$40.94 million in 2020, increasing to about US$66.69 million by 2030. In comparison, the cost of employing all health workers already in the supply pipeline (in addition to the currently employed ones) was estimated to be US$61.48 million but could reach US$104.24 million by 2030. Thus, a 33% gap is apparent between the financial space and what is required to guarantee employment for all health workers in the supply pipeline. CONCLUSION: Lesotho's HWF stock falls short of its population health need by 53%. The unemployment of some cadres is, however, apparent. Addressing the need requires increasing the HWF budget by at least 12.3% annually up to 2030 or prioritising at least 33% of its recurrent health expenditure to the HWF.

The process of developing health workforce strategic plans in Africa: a document analysis.

BACKGROUND: Many countries are faced with a multitude of health workforce-related challenges partly attributed to defective health workforce planning. Earlier efforts to guide the process and harmonise approaches to national health workforce policies and planning in the Africa Region included, among others, the development of the WHO Africa Regional Office (WHO/AFRO) Policies and Plans for Human Resources for Health Guidelines for Countries in the WHO African Region in 2006. Although this guideline has led to uniformity and rigour in developing human resources for health (HRH) policies and strategies in Africa, it has become imperative to synthesise the emerging evidence and best practices in the development of health workforce strategies. METHODS: A document analysis was conducted using the READ ( R eadying materials; E xtracting data; A nalysing data and D istilling) approach. RESULTS: Fourteen HRH policy/strategic plans were included in the study. The scope of the HRH strategic plans was described in three dimensions: the term of the strategy, sectors covered by the strategy and the health workforce considered in the projections. We found that HRH strategic plan development can be conceptualised as a cyclical, sequential multimethod project, with one phase feeding the subsequent phase with data or instructions. The process is very complex, with different interest groups and sectors that need to be satisfied. The HRH strategic plan development process comprises five main phases linked with external forces and national politics. CONCLUSION: There is a need for accurate and comprehensive HRH data collection, astute HRH leadership, and broad base and multisectoral stakeholder consultation with technical support and guidance from experts and major external partners for effective HRH strategic plan development.

An overview of health workforce education and accreditation in Africa: implications for scaling-up capacity and quality.

BACKGROUND: For countries to achieve universal health coverage, they need to have well-functioning and resilient health systems. Achieving this requires a sufficient number of qualified health workers and this necessitates the importance of investments in producing and regulating health workers. It is projected that by 2030, Africa would need additional 6.1 million doctors, nurses, and midwives. However, based on the current trajectory, only 3.1 million would be trained and ready for service delivery. To reduce current shortages of the health workforce, Africa needs to educate and train 3.0 million additional health workers by 2030. This study was conducted to describe the distribution and ownership of the health training institutions, production of health workers, and the availability of accreditation mechanisms for training programmes in the WHO African Region. METHODS: A cross-sectional study was conducted using a standardized questionnaire from January 2018 to April 2019. All the 47 countries in the Region were invited to complete a structured questionnaire based on available secondary information from health sector reports, annual HRH reports, country health workforce profiles, and HRH observatories and registries. RESULTS: Data from 43 countries in the World Health Organization African Region in 2018 show that there were 4001 health training institutions with 410, 1469 and 2122 being medical, health sciences, and nursing and midwifery schools, respectively, and 2221, 1359 and 421 institutions owned by the public, private for-profit and private not-for-profit sectors, respectively. A total of 148 357 health workers were produced in Region with 40% (59, 829) being nurses and midwives, 19% (28, 604) other health workers, and 14% (20 470) physicians. Overall, 31 countries (79%) in the Region have an accreditation framework for the health training institutions and seven countries do not have any accreditation mechanism. CONCLUSION: To achieve universal health coverage, matching of competencies with population needs, as well as increasing capacities for health worker production to align with demand (numbers and skill-mix) for improved service delivery should be prioritized, as this would improve the availability of skilled health workforce in the Region.

Health workforce policy and plan implementation in the context of universal health coverage in the Africa Region.

Several countries in Africa have developed human resources for health (HRH) policies and strategies to synergise efforts in setting priorities, directions and means to address the major challenges around leadership and governance, production, recruitment, management, motivation and retention and coordination. In this paper, we present information on the availability, quality and implementation of national HRH policies and strategic plans in the WHO Africa Region. Information was obtained using a questionnaire completed by the head of HRH departments in the Ministries of Health of 47 countries in the WHO Africa Region. Of the 47 countries in the Region, 57% (27 countries) had HRH policies and 11% (5 countries) were in the process of developing one. Thirty-two countries (68%) had national strategic plans for HRH with 12 (26%) being in the process of developing a strategic plan, and 28 countries reporting the implementation of their strategic plans. On the quality of the policies and strategic plans, 28 countries (88%) linked their plans to the national development plan, 30 countries (94%) informed their policy and plan using the national health policy and strategic plans. Evidence-based HRH policies and plans guide the actions of actors in strengthening health systems. Countries need to invest in developing quality HRH policies and plans through an intersectoral approach and based on contextual evidence. This is vital in ensuring that equitably distributed, well-regulated and motivated HRH are available to deliver people-centred health services to the population.

Estimating the threshold of health workforce densities towards universal health coverage in Africa.

BACKGROUND: There have been past efforts to develop benchmarks for health workforce (HWF) needs across countries which have been helpful for advocacy and planning. Still, they have neither been country-specific nor disaggregated by cadre-primarily due to data inadequacies. This paper presents an analysis to estimate a threshold of 13 cadres of HWF density to support the progressive realisation of universal health coverage (UHC). METHOD: Using UHC service coverage as the outcome measure, a two-level structural equation model was specified and analysed in STATA V.16. In the first level of structural equations, health expenditure per capita-one of the cross-cutting inputs for UHC, was used to explain the critical inputs for service delivery/coverage. In the second level of the model, the critical inputs for service delivery were used to explain the UHC Service Coverage Index (UHC SCI), in which the contribution of the HWF was 'partial out'. RESULTS: The analysis found that a unit increase in the HWF density per 10 000 population is positively associated with statistically significant improvements in the UHC SCI of countries (ß=0.127, p<0.001). Similarly, a positive and statistically significant association was established between diagnostic readiness and the UHC SCI (ß=0.243, p=0.015). Essential medicines readiness was positively correlated but not statistically significant (ß=0.053, p=0.658). Controlling for other variables, a density of 134.23 per 10 000 population across 13 HWF categories is necessary to attain at least 70% UHC SCI. CONCLUSION: Consistent with current knowledge, the HWF is a significant predictor of the UHC SCI. Attaining at least 70% of the UHC SCI requires about 134.23 health workers (a mix of 13 cadres) per 10 000 population.

Workloads and activity standards for integrated health service delivery: insights from 12 countries in the WHO African region.

Over the past decade, many African countries have made progress not only in recruiting more health workers but also in rationalising their distribution and establishing evidence-based staffing norms and standards. Still, staffing of health facilities remains inadequate, unrelated to needs and the actual workloads of health facilities. Several countries in Africa applied the workload indicators of staffing need (WISN) method to address these issues. The WISN method is a facility and cadre-oriented human resource planning and management tool that enables health managers to determine the appropriate number of health workers required to deliver quality health services based on workload. In this paper, we synthesised and presented the workload components and activity standards of the health service activities for general medical practitioners, nurses and midwives in primary healthcare settings based on WISN studies conducted in 12 African countries. The workload components and activity standards were synthesised based on the time taken for each health service activity, with the minimum and maximum unit of time and the mean and median of the number of observations established. For general medical practitioners, minimal variations in the country estimations for discharging patients, referrals and emergency management presented large variations in recorded admissions, minor operations and ward rounds. The variations in service standards for nurses were minimal for 8 of 11 activities while the time spent on counselling, patient referral activities, review consultation varied greatly. For the midwives, the mean values and the median values for 10 of 14 activities were similar for the countries with wide variations observed for admission for pregnant mothers, monitoring of labour, family planning (insertion), postnatal care, normal delivery and immediate postnatal care. We also shared experiences in workload component and activity standard setting processes and considerations for practice. The findings of this synthesis are helpful to countries in defining health service activities and service standards for general medical practitioners, nurses and midwives in the primary level of care, which is relevant in essential service package delivery towards improved access to quality health services.

Cost analysis of health workforce investments for COVID-19 response in Ghana.

The COVID-19 pandemic had multiple adverse impacts on the health workforce that constrained their capacity to contain and combat the disease. To mitigate the impact of the pandemic on the Ghanaian health workforce, the government implemented a strategy to recruit qualified but unemployed health workers to fill staffing gaps and incentivise all public sector health workers. This paper estimated the cost of the new recruitments and incentives given to health workers and presented lessons for health workforce planning in future health emergencies towards health systems resilience. Between March and November 2020, 45 107 health workers were recruited, representing a 35% boost in the public sector health workforce capacity, and an increase in the recurrent public health sector wage bill by about GHS103 229 420 (US$17 798 176) per month, and about GHS1.24 billion (US$213.58 million) per annum. To incentivise the health workforce, the government announced a waiver of personal income taxes for all health workers in the public sector from April to December 2020 and offered a 50% additional allowance to some health workers. We estimate that the Government of Ghana spent about GH¢16.93 million (equivalent to US$2.92 million) monthly as COVID-19 response incentives, which translates into US$35 million by the end of 2020. Ghana invested considerably in health workforce recruitment and incentives to respond to the COVID-19 pandemic, resulting in an almost 37% increase in the public sector wage bill. Strengthening investments in decent employment, protection and safety for the health workforce using the various resources are helpful in addressing future pandemics.

Health workforce governance for compassionate and respectful care: a framework for research, policy and practice.

The progressive realisation of universal health coverage requires that health services are not only available and accessible, but also that they are rendered to the population in an acceptable, compassionate and respectful manner to deliver quality of care. Health workers' competencies play a central role in the provision of compassionate and respectful care (CRC); but health workers' behaviour is also influenced by the policy and governance environment in which they operate. The identification of relevant policy levers to enhance CRC therefore calls for actions that enable health workers to optimise their roles and fulfil their responsibilities.This paper aims at exploring the health workforce policy and management levers to enable CRC. Through an overview of selected country experiences, concrete examples are provided to illustrate the range of available policy options. Relevant interventions may span the individual, organisational, or system-wide level. Some policies are specific to CRC and may include, among others, the inclusion of relevant competencies in preservice and in-service education, supportive supervision and accountability mechanisms. Other relevant actions depend on a broader workforce governance approach, including policies that target health workforce availability, distribution and working conditions, or wider system -level factors, including regulatory and financing aspects.The selection of the appropriate system-wide and CRC-specific interventions should be tailored to the national and operational context in relation to its policy objectives and feasibility and affordability considerations. The identification of performance metrics and the collation and analysis of required data are necessary to monitor effectiveness of the interventions adopted.

Conceptualizing and implementing a health workforce registry in Nigeria.

BACKGROUND: Nigeria's health sector aims to ensure that the right number of health workers that are qualified, skilled, and distributed equitably, are available for quality health service provision at all levels. Achieving this requires accurate and timely health workforce information. This informed the development of the Nigeria Health Workforce Registry (NHWR) based on the global, regional, and national strategies for strengthening the HRH towards achieving universal health coverage. This case study describes the process of conceptualizing and establishing the NHWR, and discusses the strategies for developing sustainable and scalable health workforce registries. CASE PRESENTATION: In designing the NHWR, a review of existing national HRH policies and guidelines, as well as reports of previous endeavors was done to learn what had been done previously and obtain the views of stakeholders on how to develop a scalable and sustainable registry. The findings indicated the need to review the architecture of the registry to align with other health information systems, develop a standardized data set and guidance documents for the registry including a standard operating procedure to ensure that a holistic process is adopted in data collection, management and use nationally. Learning from the findings, a conceptual framework was developed, a registry managed centrally by the Federal Ministry of Health was developed and decentralized, a standardized tool based on a national minimum data was developed and adopted nationally, a registry prototype was developed using iHRIS Manage and the registry governance functions were integrated into the health information system governance structures. To sustain the functionality of the NHWR, the handbook of the NHWR that comprised of an implementation guide, the standard operating procedure, and the basic user training manual was developed and the capacity of government staff was built on the operations of the registry. CONCLUSION: In establishing a functional and sustainable registry, learning from experiences is essential in shaping acceptable, sustainable, and scalable approaches. Instituting governance structures that include and involve policymakers, health managers and users is of great importance in the design, planning, implementation, and decentralization stages. In addition, developing standardized tools based on the health system's needs and instituting supportable mechanisms for data flow and use for policy, planning, development, and management is essential.

Towards universal health coverage: what are the system requirements for effective large-scale community health worker programmes?

Against the background of efforts to strengthen health systems for universal health coverage and health equity, many African countries have been relying on lay members of the community, often referred to as community health workers (CHWs), to deliver primary healthcare services. Growing demand and great variability in definitions, roles, governance and funding of CHWs have prompted the need to revisit CHW programmes and provide guidance on the implementation of successful programmes at scale. Drawing on the synthesised evidence from two extensive literature reviews, this article determines foundational elements of functioning CHW programmes, focusing in particular on the systems requirements of large-scale programmes. It makes recommendations for the effective development of large-scale CHW programmes. The key foundational elements of successful CHW programmes identified are (1) embeddedness, connectivity and integration into the larger system of healthcare service delivery; (2) cadre differentiation and role clarity in order to maintain clear scopes of work and accountability; (3) sound programme design based on local contextual factors and effective people management; and (4) ongoing monitoring, learning and adapting based on accurate and timely local data in order to ensure optimal fit to local context since one size does not fit all. We conclude that CHWs are an investment in health systems strengthening and community resilience with enormous potential for contributing to universal health coverage and the sustainable development goals if well designed and managed. While the evidence base is uneven and mixed, it provides extensive insight and knowledge to strengthen, scale up and sustain CHW programmes throughout Africa.

The state of strategic plans for the health workforce in Africa.

Many African countries have a shortage of health workers. As a response, in 2012, the Ministers of Health in the WHO African Region endorsed a Regional Road Map for Scaling Up the Health Workforce from 2012 to 2025. One of the key milestones of the roadmap was the development of national strategic plans by 2014. It is important to assess the extent to which the strategic plans that countries developed conformed with the WHO Roadmap. We examine the strategic plans for human resource for health (HRH) of sub-Saharan African countries in 2015 and assess the extent to which they take into consideration the WHO African Region's Roadmap for HRH. A questionnaire seeking data on human resources for health policies and plans was sent to 47 Member States and the responses from 43 countries that returned the questionnaires were analysed. Only 72% had a national plan of action for attaining the HRH target. This did not meet the 2015 target for the WHO, Regional Office for Africa's Roadmap. The plans that were available addressed the six areas of the roadmap. Despite all their efforts, countries will need further support to comprehensively implement the six strategic areas to maintain the health workers required for universal health coverage.

Harmonisation and standardisation of health sector and programme reviews and evaluations - how can they better inform health policy dialogue?

BACKGROUND: Health sector and programme performance assessments provide a rich source of contextual data directly linked to implementation of programmes and can inform health policy dialogue, planning and resource allocation. In seeking to maximise this opportunity, there are challenges to overcome. A meeting convened by the World Health Organization African Region discussed the strengths, weaknesses and challenges to harmonising and standardising health sector and programme performance assessments, as well as use of evidence from such processes in decision making. This article synthesises the deliberations which emerged from the meeting. Discussing these in light of other literature we propose practical options to standardising health sector and programme performance assessment and improve realisation of using evidence in decision making. DISCUSSION: Use of evidence generated from health sector and programme performance assessments into regular country processes of sectoral monitoring, dialogue and policy modification is crucial. However, this process faces several challenges. Identified challenges were categorised under several themes, namely the weak institutional capacities for monitoring and evaluation in reference to weak health information systems, a lack of tools and skills, and weak accountability mechanisms; desynchronised planning timeframes between programme and overall health sector strategies; inadequate time to undertake comprehensive and good quality performance assessment; weak mechanisms for following up on implementation of recommendations; lack of effective stakeholder participation; and divergent political aspirations. CONCLUSION: The question of what performance assessment is for in a country must be asked and answered clearly if the utility of these processes is to be realised. Standardising programme and sector reviews offers numerable opportunities that need to be maximised. Identified challenges need to be overcome through strengthened Ministry of Health leadership, effective stakeholder engagement and institutionalising follow-up mechanisms for agreed recommendations. In addition, health sector performance assessments need to be institutionalised as part of the accountability mechanism, and they must be planned for and funding secured within annual budget and medium term expenditure frameworks.

Health labour market policies in support of universal health coverage: a comprehensive analysis in four African countries.

BACKGROUND: Progress toward universal health coverage in many low- and middle-income countries is hindered by the lack of an adequate health workforce that can deliver quality services accessible to the entire population. METHODS: We used a health labour market framework to investigate the key indicators of the dynamics of the health labour market in Cameroon, Kenya, Sudan, and Zambia, and identified the main policies implemented in these countries in the past ten years to address shortages and maldistribution of health workers. RESULTS: Despite increased availability of health workers in the four countries, major shortages and maldistribution persist. Several factors aggravate these problems, including migration, an aging workforce, and imbalances in skill mix composition. CONCLUSIONS: In this paper, we provide new evidence to inform decision-making for health workforce planning and analysis in low- and middle-income countries. Partial health workforce policies are not sufficient to address these issues. It is crucial to perform a comprehensive analysis in order to understand the dynamics of the health labour market and develop effective polices to address health workforce shortages and maldistribution as part of efforts to attain universal health coverage.