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Publication Years
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3555
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Toolboxes
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12 May 2021. This third survey in the series shows that the COVID-19 pandemic continues to impact societies, not only in terms of health, but also social and economic conditions and day-to-day life
Further analysis of the 1996, 2001, and 2006 Demographic and Health Surveys Data
The application of digital health technology is growing at a rapid rate in Africa, with the goals of improving the delivery of healthcare services and more effectively reaching out to remote and underserved communities. The lack of enabling guidelin
...
es and standards across the continent, on the other hand, makes it difficult to share data in a meaningful way across the continent.
Considering this, Africa Centres for Disease Control and Prevention (Africa CDC) established a task force of 24 members to provide expertise and guidance in the development of AU HIE guidelines and standards. Members of the task force were subject matter experts working in Africa and internationally on the collection, analysis, and exchange of health information. Some of these experts had been involved in previous consultations on defining Africa CDC’s health information systems strategy. A chairperson, co-chairperson, and secretary were elected to engage the task force members in different technical working groups.
more
Thefirst report on Latin America and the Carribean presents key indicators on health and health systems in 33 Latin America and the Caribbean countries. . Analysis is based on the latest comparable
...
data across almost 100 indicators including equity, health status, determinants of health, health care resources and utilisation, health expenditure and financing, and quality of care. The editorial discusses the main challenges for the region brought by the COVID-19 pandemic, such as managing the outbreak as well as mobilising adequate resources and using them efficiently to ensure an effective response to the epidemic.
more
Contains data from World Health Organization's data portal covering the following categories:
Mortality and global
...
health estimates, Sustainable development goals, Millennium Development Goals (MDGs), Health systems, Malaria, Tuberculosis, Child health, Infectious diseases, Neglected Tropical Diseases, World Health Statistics, Health financing, Tobacco, Substance use and mental health, Injuries and violence, HIV/AIDS and other STIs, Public health and environment, Nutrition, Urban health, Noncommunicable diseases, Noncommunicable diseases CCS, Negelected tropical diseases, Infrastructure, Essential health technologies, Medical equipment, Demographic and socioeconomic statistics, Health inequality monitor, Health Equity Monitor, Child malnutrition, TOBACCO, Neglected tropical diseases, International Health Regulations (2005) monitoring framework, 0, Insecticide resistance, Oral health, Universal Health Coverage, Global Observatory for eHealth (GOe)
more
Data from the 2011 Ethiopia Demographic and Health Survey
The report presents the latest data on more than 50 health-related Sustainable Development Goal and "triple billion" target indicators. The 2021 edition includes preliminary estimates for global exc
...
ess deaths attributable to COVID-19 for 2020 and the state of global and regional health trends from 2000-2019. It also focuses on persistent health inequalities and data gaps that have been accentuated by the pandemic, with a call to urgently invest in health information systems to ensure the world is better prepared with better data.
more
Indonesia's Health Data 2016
Data on the essential building blocks of mental health systems, including mental health
governance, financing, service delivery, human resources a
...
nd information, are reported. For
mental health planning, it is important to know not only the level of resources in these six areas,
but also how those resources are being organized and utilized. Thus, data on efficiency, access,
equity, linkages with other sectors and respect for human rights are reported as well.
more
Le présent rapport présente les objectifs, la méthodologie utilisée, les résultats obtenus et les
principales recommandations / résolutions de cette retraite.
The report presents the latest data on more than 50 health-related Sustainable Development Goal and "triple billion" target indicators. The 2021 edition includes preliminary estimates for global exc
...
ess deaths attributable to COVID-19 for 2020 and the state of global and regional health trends from 2000-2019. It also focuses on persistent health inequalities and data gaps that have been accentuated by the pandemic, with a call to urgently invest in health information systems to ensure the world is better prepared with better data.
more
This brochure presents health expenditure data by households, public and private institutions for the 2012/13 fiscal year. The Namibia Health Accou
...
nts 2012/13 exercise was undertaken by Government of Namibia with support from the United States Agency for International Development (USAID) Namibia Mission. Program management and support and funding for the health accounts estimation were provided by USAID through the Health Finance and Governance (HFG) project, implemented by Abt Associates Inc. under cooperative agreement AID-OAA-A-12 00080.
more
This country snapshot provides an overview of national data relating to sexual and reproductive health and rights (SRHR) throughout the life course. Realization of SRHR requires provision of compreh
...
ensive, people-centred services, that address the different elements of SRHR, and which are supported by an enabling environment, quality health systems, and meaningful community engagement. Multiple, synergistic cross-linkages exist within and between the different SRHR elements, leading to sequential outcome benefits throughout the life course.
more
Situasi dan Analisis HIV AIDS
Pusat Data dan Informasi Kementerian Kesehatan RI
Ministry of Health of Republic of Indonesia
(2014)
C1
Situation and analysis of HIV AIDS disease in Indonesia in statistical data
Data from the 2000, 2005, and 2011 Ethiopia Demographic and Health Surveys | This report examines trends in key demographic indicators among youth from the findings of the 2000, 2005, and 2011 Ethio
...
pia Demographic and Health Surveys (EDHS).
more
Data from the 2000, 2005, and 2011 Demographic and Health Surveys. DHS Trend Reports No. 7
HIV Prevalence: Data from the 2010 Rwanda Demographic and Health Survey.
The OECD carries out work on health data and indicators to improve international comparisons and economic analyses of health systems.
Accessed 2
...
6 February 2019.
more
For the 24th consecutive year, PAHO has published the report Health Situation in the Americas: Core Indicators featuring the latest information on key indicators for the Region of the Americas. This 2018 edition includes
...
data on the 82 core indicators for the countries, territories, and sub regions of the Americas, grouped into the following categories: demographic-socioeconomic, health status, risk factors, service coverage, and health systems. Information is also presented on 22 indicators of the Sustainable Development Goals (SDGs).
more
Analysis of survey data looking at 25 years of progress in and the future challenges for tropical medicine and global health
District Health Management Information System (DHMIS) - Standard Operating Procedures Facility Level
This document provides SOPS to ensure appropriate data and information management at health facilities. These SOPs are an updated version of the 2013 SOPs. These SOPs aim to clarify the responsibil
...
ities and procedures for effective management of aggregated routine health service data
more
Explore domestic and ODA health financing data for all developing countries and relevant country groups. Navigate directly to information by clicking on a nation’s name in the country list. Method
...
ology and data sources explained on the two final pages
more
Health Systems for Outcomes Publication | Using qualitative data from Rwanda, this study focuses on four institutional factors that affect health w
...
orker performance and career choice: incentives, monitoring arrangements, professional norms and health workers’ intrinsic motivation. It also provides illustrations of three institutional innovations that work, at least in the context of Rwanda: performance pay, the establishment of community health workers and increased attention to the training of health workers.
more
Background: Timely reliable data on aid flows to maternal, newborn, and child health are essential for assessing the adequacy of current levels of funding, and to promote accountability among donors
...
for attainment of the Millennium Development Goals (MDGs) for child and maternal health. We provide global estimates of official development assistance (ODA) to maternal, newborn, and child health in 2003 and 2004, drawing on data reported by high-income donor countries and aid agencies to the Organisation for Economic Development and Cooperation.
Methods: ODA was tracked on a project-by-project basis to 150 developing countries. We applied a standard definition of maternal, newborn, and child health across donors, and included not only funds specific to these areas, but also integrated health funds and disease-specific funds allocated on a proportional distribution basis, using appropriate factors.
more
According to the latest available data, over half of the world’s population lack access to essential health services, and health worker shortages
...
are estimated to reach 10 million by 2030. These contextual factors point to an urgent need to explore innovative strategies – that go beyond a conventional health-sector response – for reaching people with the health services they need.
more
This dataset contains data from WHO's data portal covering the following categories:
Air pollution, Antimicrobial resistance (AMR), Assistive technology, Child mortality, Dementia diagnosis, trea
...
tment and care, Dementia policy and legislation, Environment and health, Foodborne Diseases Estimates, Global Dementia Observatory (GDO), Global Health Estimates: Life expectancy and leading causes of death and disability, Global Information System on Alcohol and Health, Global Patient Safety Observatory, HIV, Health financing, Health systems, Health taxes, Health workforce, Hepatitis, Immunization coverage and vaccine-preventable diseases, Malaria, Maternal and reproductive health, Mental health, Neglected tropical diseases, Noncommunicable diseases, Nutrition, Oral Health, Priority health technologies, Resources for Substance Use Disorders, Road Safety, SDG Target 3.8 | Achieve universal health coverage (UHC), Sexually Transmitted Infections, Tobacco control, Tuberculosis, Vaccine-preventable communicable diseases, Violence against women, Violence prevention, Water, sanitation and hygiene (WASH), World Health Statistics.
more
The 2018 global health financing report presents health spending data for all WHO Member States between 2000 and 2016 based on the SHA 2011 methodo
...
logy. It shows a transformation trajectory for the global spending on health, with increasing domestic public funding and declining external financing. This report also presents, for the first time, spending on primary health care and specific diseases and looks closely at the relationship between spending and service coverage
more
High meat consumption, particularly red meat and processed meat, negatively affects our health, while meat production is one of the largest contributors to global warming and environmental degradation. The aim of our study was to explore trends in m
...
eat consumption within the UK and the associated changes in environmental impact. We also aimed to identify any differences in intake associated with gender, ethnicity, socioeconomic status, and year of birth.
more
UNICEF Data: Monitoring the situation of children and women
Liberia: Demographic and Health Survey 2019-2020
Liberia Institute of Statistics and Geo-Information Services (LISGIS) Monrovia, Liberia
The DHS Program ICF
(2021)
C2
The LDHS provides an opportunity to inform policy and provide data for planning, implementation, and monitoring and evaluation of national health programs. It is designed to provide up-to-date infor
...
mation on health indicators including fertility levels, sexual activity, fertility preferences, awareness and use of family
planning methods, breastfeeding practices, nutritional status of children, early childhood and maternal mortality, maternal and child health, and awareness and behaviors regarding HIV/AIDS and other sexually transmitted infections. The study also incorporated measurements of HIV, hepatitis B, and hepatitis Cprevalence along with seroprevalence of Ebola virus disease antibodies, the results of which will be included in future addendums. In addition to presenting national estimates, the report provides estimates of key indicators for both rural and urban areas, the country’s 15 counties, and the capital, Monrovia.
more
The Environmental Data Explorer is the authoritative source for data sets used by UNEP and its partners in the Global Environment Outlook (GEO) report and other integrated environment assessments. I
...
ts online database holds more than 500 different variables, as national, subregional, regional and global statistics or as geospatial data sets (maps), covering themes like Freshwater, Population, Forests, Emissions, Climate, Disasters, Health and GDP. Display them on-the-fly as maps, graphs, data tables or download the data in different formats.
more
Report on the nutrition and health situation of Nigeria
Data collection – 13th July to 13th September 2015
Data collection – 13th July to 13th September 2015
For the first time WHO and UNICEF bring together the data on sanitation coverage and investment, and how it impacts health, economies, and the environment. Citing evidence on what works from success
...
ful countries and global guidelines, WHO and UNICEF call for strong government leadership and investment in resilient sanitation services. The report charts an ambitious way forward following the SDG6 global acceleration framework themes of governance, financing, capacity development, data and information, and innovation to achieve universal access to safe sanitation.
Read the full publication report here: https://www.who.int/publications/i/item/9789240014473.
more
WHO’s Global Health Estimates (GHE) provide the latest available data on death and disability globally, by region and country, and by age, sex and cause. The latest updates include global, regiona
...
l and country trends from 2000 to 2019 inclusive. By providing key insights on mortality and morbidity trends, these estimates are a powerful tool to support informed decision-making on health policy and resource allocation.
The next update to these estimates will include an assessment of the direct and indirect impact of the COVID-19 pandemic on mortality and morbidity.
more
Needs assessment and analysis
Collect and analyze sex, age and disability disaggregated data (SADDD) and conduct a participatory gender analysis to understand different health needs, capacities,
...
barriers and aspirations and identify populations with special health requirements
Population demographics. E.g. pregnant and lactating women, infants, elderly, unaccompanied children, persons with disabilities, chronically ill persons 9 Gender roles and power dynamics. E.g. ability of women, girls, men and boys to make health decisions and access services; roles and responsibility of household members in health.
Gender and cultural norms and practices. E.g. preference for mixed/segregated facilities and staff; socio-cultural and religious taboos and beliefs around health, practices and beliefs on menstruation, practices and expectations on pregnancy, childbirth and breastfeeding; traditional health care providers
Intersectional issues. E.g. access to health care for LGBTIQ persons, for GBV survivors, for adolescent girls and boys
more
This new edition highlights once again the importance of collecting disaggregated data to conduct gender-based analysis in order to determine, address, reduce, and eliminate the causes of gender-related inequalities.
The executive summary of the WHO Global oral health status report presents a snapshot of the most recent data on major oral diseases, risk factors, health
...
system challenges and opportunities for reform. The report’s clear conclusion is that the status of global oral health is alarming and requires urgent action. The report will serve as a reference for policy-makers and an orientation for a wide range of stakeholders across different sectors to guide advocacy towards better prioritization of oral health in global, regional and national contexts. In addition, the report provides, as a separate online resource, the first-ever country oral health profiles for all 194 WHO Member States, giving unique insights into key areas and markers of oral health that are relevant for decision-makers.
more
COVID-19 has altered health sector capacity in low-income and middle-income countries (LMICs). Cost data to inform evidence-based priority setting are urgently needed. Consequently, in this paper, w
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e calculate the full economic health sector costs of COVID-19 clinical management in 79 LMICs under different epidemiological scenarios.
more
A review of current literature and up date data from the field, April 2015.
This report has been published in part in J Hosp Inf. 2015;90:1-9.
http://www.ncbi.nlm.nih.gov/pubmed/?term=ebola+nosocomial+shears
The toolkit aims to provide researchers with guidance for improving the quality of studies that use administrative data to better ascertain child maltreatment incidence, response and service delivery. However, these are complex studies to conduct, a
...
nd the toolkit is not meant to be comprehensive. Researchers using the toolkit should be prepared to follow up on the recommended resources contained within and to consult with other professionals, such as statisticians, to further improve the research design and execution
more
The Burkina Faso Demographic and Health and Multiple Cluster Indicator Survey 2010 (DHS-MICS), or Enquête Démographique et de Santé et à Indicateurs Multiples du Burkina Faso 2010, was conducted by the Institut National de la Statistique et de
...
la Démographie (INSD) of the Ministry of Economy and Plan (MOEP) in collaboration with the Ministry of Health (MOH), with technical assistance from ICF International. Data for this nationally representative survey were collected from 14,424 households, and complete interviews were conducted with 17,087 women aged 15−49 and 7,307 men aged 15–59. The fieldwork took place from May 2010 to January 2011. The summary statistics presented below were taken from the 2010 Burkina Faso DHS-MICS (INSD and ICF International 2012), with exceptions as noted.
more
The Guidance Notes seek to help operationalize, simplify and standardize the collection and reporting of data through the application of common language and methods. They provide information on the key issues to take into account in the collection o
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f health data and the types of data that should be collated, and potential stakeholders to engage with. They adapt and complement the UNDRR/UNISDR Technical guidance for monitoring and reporting on progress in achieving the global targets of the Sendai Framework for Disaster Risk Reduction, which has a multisectoral target audience.
more
The HHFA Comprehensive guide serves as the main reference document for planning and implementing a country HHFA. This guide will promote understanding of:
What the HHFA is and the information it can and cannot provide.
The HHFA modules, questionnaires and CSPro electronic
...
data collection tool.
The HHFA indicators, indices and their organization within the HHFA indicator inventory platform.
The HHFA data analysis platform.
The HHFA sampling and data collection methodologies.
The detailed steps involved in planning and implementing an HHFA.
Key concepts in review, interpretation and communication of HHFA findings.
more
A System of Health Accounts 2011: Revised edition
Organisation for Economic Co-operation and Development (OECD), Eurostat and World Health Organization (WHO)
OECD Publishing, Paris
(2017)
CC
A System of Health Accounts 2011: Revised Edition provides an updated and systematic description of the financial flows related to the consumption of health care goods and services. As demands for i
...
nformation increase and more countries implement and institutionalise health accounts according to the system, the data produced are expected to be more comparable, more detailed and more policy relevant. It builds on the original OECD Manual, published in 2000, and the Guide to Producing National Health Accounts to create a single global framework for producing health expenditure accounts that can help track resource flows from sources to uses. It is the result of a collaborative effort between the OECD, WHO and the European Commission, and sets out in more detail the boundaries, the definitions and the concepts – responding to health care systems around the globe – from the simplest to the more complicated.
more
This Key Indicators report presents selected findings of the 2019 EMDHS. A comprehensive analysis of the data will be publishedin a final report in 2019.T he primary objective of the 2019 EMDHS project is to provide up-to-date estimates of key demog
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raphic and health indicators.
more
The chapter Fostering Health Systems’ Monitoring to Better Serve Older Populations is part of the publication series entitled Decade of Healthy Aging: Situation and Challenges. The publications are designed to favor the prioritization of effective
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actions at the local level as well as the monitoring of data and public health policies, and providing evidence-based information. Along with the objective of presenting the available updated knowledge about the situation of health and aging at the beginning of the Decade of Healthy Aging in the Americas, this publication gives information about health systems’ monitoring to better serve the needs of older adults and emphasizes the need for societies and health systems to better adapt to an aging population. It introduces the 360-tool as a guide to adapt health systems through monitoring tracers/indicators and highlighting the data and information that is readily available, disaggregated by age. This information can aid in decision-making and resource allocation to support older adults’ needs. Concerning the 360-tool development, a consensus has been reached on seven tracer indicators with high relevance to informing policy, and case studies in selected countries have assessed the feasibility of this approach. The list of indicators and the process related to the development of the tool are presented in this publication. The Decade of Healthy Aging 2021-2030 is a period to guide action towards the transformation of societies by fostering the inclusion of older people in every decision. This publication intends to contribute to this strategy and highlight the upcoming challenges and opportunities on healthy aging.
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Currently there is no publicly available source of consolidated information on attacks on health care in emergencies. This report is a first attempt to consolidate and analyse the data that is avail
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able from open sources. While the data are not comprehensive, the findings shed light on the severity and frequency of the problem.
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Tracking aid for the WHA nutrition targets: Global spending in 2015 and a roadmap to better data
Alimonte, Mary D'; Thacher, Emily; LeMier, Ryan; Clift, Jack
Results for Development (R4D)
(2018)
C1
In 2017, the World Bank and partners created the Global Investment Framework for Nutrition as a roadmap towards achieving the World Health Assembly (WHA) nutrition targets by 2025. The framework estimates that the world needs to mobilize an annual a
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dditional investment of $7 billion per year to scale-up nutrition-specific interventions at the level needed to achieve the global targets. However, the world is off-track to meet the global targets. And it is unclear whether additional resources will be mobilized for life-saving and cost-effective nutrition-specific interventions, or whether donor support will be enough to meet the annual resource need established by the framework.
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This report presents further analysis of the 2015 Nepal Health Facility Survey. Data analysis is based on the Donabedian framework for assessing quality of care in
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health services, which divides the indicators into three groups: structure, process, and outcome. The World Health Organization Service Availability and Readiness Assessment (SARA) indicator guideline was used to assess facility service readiness, service quality and client satisfaction with maternal health services. The study performed both bivariate and multivariate regression analysis to examine the association of maternal health service readiness and quality indicators with client satisfaction.
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This report highlights key achievements registered by the Ministry of Health, affiliated institutions, implementing agencies both at central and decentralized levels in 2013-2014. Generally, the Health
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Sector accomplishments and programs routine data for 2013-2014 confirm that Rwanda maintains its progress towards the realization of health-related MDGs and national health targets as well.
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Screenshot of statistic data websites.
Follow the link and find Country Profiles in indonesian language on TB, Reproductive Health, Malaria, Lymphoma, Pneumonia, Hypertension and much more.
Altern
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ative websites:
http://www.promkes.depkes.go.id/ or http://www.kemkes.go.id/
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Lancet Glob Health 2019 Published Online January 24, 2019 http://dx.doi.org/10.1016/S2214-109X(18)30479-0
The health-care system collapse underway in Venezuela is a cause of utmost concern for
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its people and, increasingly, for the wider region. Declines in provision of basic services, such as childhood immunisation, malaria control, water, sanitation, and nutritional support, have led to increasing morbidity and mortality rates from an array of preventable diseases, including malaria, measles, and diphtheria. Secondary and tertiary care have also been greatly affected, due to declining investment, out-migration of providers, and spiralling hyperinflation that has driven the country and its people into poverty.1 As is so often, and so tragically, the case, the most affected populations have been the most vulnerable: infants and children, their mothers, the poor (now the great majority of the populations), and indigenous people
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Government spending on health from domestic sources is an important indicator of a government's commitment to the health of its people, and is essential for the sustainability of
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health programmes. We aimed to systematically analyse all data sources available for government spending on health in developing countries; describe trends in public financing of health; and test the extent to which they were related to changes in gross domestic product (GDP), government size, HIV prevalence, debt relief, and development assistance for health (DAH) to governmental and non-governmental sectors.
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In this quality improvement study, data from the Creditor Reporting System were used to estimate flows of total DAAH and per-adolescent DAAH and to assess its distribution by donors, regions, and countries and the leading causes of burden of disease
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(ie,
disability-adjusted life-years) in 132 developing countries between January 1, 2003, and December 31, 2015. Through use of a key word search and various funding allocation methods, 2 sets of estimates were produced: adolescent-targeted DAAH that included disbursements to projects with a primary adolescent health target and adolescent-inclusive DAAH that included disbursements to
projects with either a primary or partial adolescent health target, as well as projects that could benefit adolescent health but did not include age-related key words.
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This report presents, for the first time, a global assessment of the extent to which health care facilities provide essential water, sanitation and hygiene (WASH) services. Drawing on data from 54 l
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ow- and middle-income countries, the report concludes that 38% lack access to even rudimentary levels of water, 19% lack sanitation and 35% do not have water and soap for handwashing. When a higher level of service is factored in, the situation deteriorates significantly. A number of areas require urgent action and WHO will work with UNICEF, Governments and other partners to develop a global plan to address the most pressing needs and ensure that all health care facilities have WASH services.
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Launched in 2016, the European Health Information Gateway (Gateway) is a powerful tool and easy way to access health data, information and resource
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s for all 53 Member States in the European Region. The Gateway was conceptualized as a platform to facilitate access to integrated health information, under the umbrella of the European Health Information Initiative (EHII). It has been conceptualised as a bilingual, interactive one-stop health information shop for policy-makers, the general public and WHO staff alike.
Also available in Russian: https://gateway.euro.who.int/ru/themes/emergency-preparedness-and-response/
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Mental Health Atlas 2020
recommended
The Mental Health Atlas, released every three years, is a compilation of data provided by countries around the world on mental health policies, leg
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islation, financing, human resources, availability and utilization of services and data collection systems. It serves as a guide for countries for the development and planning of mental health services. The Mental Health Atlas 2020 includes information and data on the progress made towards achieving mental health targets for 2020 set by the global health community and included in WHO’s Comprehensive Mental Health Action Plan. It includes data on newly-added indicators on service coverage, mental health integration into primary health care, preparedness for the provision of mental health and psychosocial support in emergencies and research on mental health. It also includes new targets for 2030.
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The report focuses on several key areas where health outcomes are falling short, and provides insight into ways in which countries can improve the situation for their children and adolescents. Areas in focus include mental
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health, overweight/obesity and adolescent risk-taking behaviour.
The report shows, for example, that:
- mental health remains a neglected subject – only one quarter of countries are collecting data on the number of children treated by a mental health professional;
- half of countries do not regulate the marketing of food to children, despite the fact that childhood obesity rates are high across the Region and physical activity rates are low;
- almost half of countries have no policy that affects the availability of unhealthy foods at school;
- 2 in 5 girls and 1 in 3 boys who are having sex do not protect themselves; and
one third of countries do not offer legal access to contraception without parental consent for those under 18 years of age.
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Int. J. Environ. Res. Public Health 2018, 15(12), 2626; https://doi.org/10.3390/ijerph15122626
Climate change is increasing risks to human health and to the
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health systems that seek to protect the safety and well-being of populations. Health authorities require information about current associations between health outcomes and weather or climate, vulnerable populations, projections of future risks and adaptation opportunities in order to reduce exposures, empower individuals to take needed protective actions and build climate-resilient health systems. An increasing number of health authorities from local to national levels seek this information by conducting climate change and health vulnerability and adaptation assessments. While assessments can provide valuable information to plan for climate change impacts, the results of many studies are not helping to build the global evidence-base of knowledge in this area. They are also often not integrated into adaptation decision making, sometimes because the health sector is not involved in climate change policy making processes at the national level. Significant barriers related to data accessibility, a limited number of climate and health models, uncertainty in climate projections, and a lack of funding and expertise, particularly in developing countries, challenge health authority efforts to conduct rigorous assessments and apply the findings. This paper examines the evolution of climate change and health vulnerability and adaptation assessments, including guidance developed for such projects, the number of assessments that have been conducted globally and implementation of the findings to support health adaptation action. Greater capacity building that facilitates assessments from local to national scales will support collaborative efforts to protect health from current climate hazards and future climate change. Health sector officials will benefit from additional resources and partnership opportunities to ensure that evidence about climate change impacts on health is effectively translated into needed actions to build health resilience.
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A systematic analysis for the Global Burden of Disease Study 2019. The Lancet Vol.399 Issue 10341 p.2129-2154
Human resources for health (HRH) include a range of occupations that aim to promote or improve human
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health. The UN Sustainable Development Goals (SDGs) and the WHO Health Workforce 2030 strategy have drawn attention to the importance of HRH for achieving policy priorities such as universal health coverage (UHC). Although previous research has found substantial global disparities in HRH, the absence of comparable cross-national estimates of existing workforces has hindered efforts to quantify workforce requirements to meet health system goals. We aimed to use comparable and standardised data sources to estimate HRH densities globally, and to examine the relationship between a subset of HRH cadres and UHC effective coverage performance.
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This report presents a framework to link science, policy and practice for a comprehensive assessment of climate mitigation and adaptation investments and their impact on human health.The framework proposes to use weather and climate
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data to forecast health impacts over time, as well as biophysical and economic models to quantify the outcomes of investments in climate change adaptation and mitigation for relevant sectoral indicators and health co-benefits. It provides guidance on the economic valuation of health co-benefits of climate action, for inclusion in sector-specific cost–benefit analysis (CBA), including the spatial allocation of such costs and benefits.
The framework developed and presented in this study is comprehensive, and provides various entry points for different audiences, including decision-makers in the public and private sectors, researchers and scientists, working in the health sector as well as in other thematic areas and related sectors affected by climate action.
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The burden of diabetes is enormous, positioning it as one of the main challenges facing public health today. Currently, it is estimated that 62 million people are living with diabetes in the Region of the Americas and projections show its prevalence
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will continue rising over the following years. The Region shows the highest number of years of healthy life lost (through either disability or premature death) due to diabetes worldwide. The high costs associated with its treatment produce a heavy economic burden. Its complications can seriously affect the quality of life of people living with diabetes, their families, and society and overload health systems. This report shows the latest internationally comparable data on diabetes and its main risk factors by year, country, and sex. It also includes a summary of the countries health systems’ response to diabetes, including national plans, targets, surveillance, guidelines, and access to essential drugs and technologies, and synthesizes information about diabetes-related complications and the close relationship between diabetes and other pathologies, such as cardiovascular diseases, tuberculosis, and COVID-19. The data presented here reveal that, despite advances in national responses, diabetes continues to expand, and our response remains insufficient. This report aims to draw attention to the urgent need to strengthen efforts to prevent, diagnose, and control diabetes in the Region of the Americas.
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This document is an interactive guide for the uniform collection, compilation, reporting, and use of adolescent health data. See the details of each section below and click on the blocks to jump to
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the relevant section.
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An Advocate’s Guide: Strategic Indicators for Universal Access to Sexual and Reproductive Health and Rights
recommended
This guide was prepared to enable advocates to use data
when advocating for universal access to SRHR at the national,
regional and global levels. It is a direct outcome of the Strategic
SRHR Indicators workshop held in Kuala Lumpur, Malaysia on
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21-22 August for the project “Strengthening the Networking,
Knowledge Management and Advocacy Capacities of an AsiaPacific
Network for SRHR” supported by the EU.
One of the major objectives of the project is to develop
a comprehensive monitoring framework of indicators for
measuring government performance to fulfil their international
commitments, particularly to the ICPD and the MDGs, both in
the Asia-Pacific region and globally.
more
A guidance document in simple language for health personnel, setting out their rights and responsibilities in conflict and other situations of violence. It explains how responsibilities and rights for heal
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th personnel can be derived from international humanitarian law, human rights law and medical ethics.The document gives practical guidance on:
- The protection of health personnel, the sick and the wounded; - Standards of practice; - The health needs of particularly vulnerable people; - Health records and transmission of medical records; - "Imported" health care (including military health care);
- Data gathering and health personnel as witnesses to violations of international law; - Working with the media
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An Economist Intelligence Unit briefing paper | The Economist Intelligence Unit (EIU) undertook a study aimed at assessing the degree of commitment of 15 countries within the AsiaPacific region to integrating those with mental illness into their communities. The research was commissioned and funded
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by Janssen Asia Pacific, a division of Johnson & Johnson Pte. Ltd. This report focuses on the results of this benchmarking study, called the Asia-Pacific Mental Health Integration Index. Drawing on lessons from the EIU’s 2014 European Mental Health Integration Index, this edition index compares the level of effort in each of the countries on indicators associated with integrating individuals suffering from mental illness into society. Data for the Index was collected between March and May 2016. The set of 18 indicators were grouped into four categories.
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The 2020 Report analyzes global health spending for 190 countries from 2000 to 2018 and provides insights as to the health spending trajectory from the MDG era to the SDG era prior to the crisis of
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2020. The report shows that global spending on health continually rose between 2000 and 2018 and reached US$ 8.3 trillion or 10% of global GDP. The data also show that out-of-pocket spending has remained high in low and lower-middle income countries, representing greater than 40% of total health spending in 2018. We also report and summarize the data on expenditures for PHC, as well as by disease and intervention, including for immunization. The report also analyzes the available data on budget allocation in response to the COVID-19 crisis. In addition, we combine World Bank/IMF projections of the macroeconomic and fiscal impact of the crisis with an analysis of the historical determinants of health spending patterns and UHC indicators, and based on this, we draw out the likely implications of 2020 for future health spending, highlighting key policy and monitoring concerns.
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Background: Achieving universal health coverage (UHC) requires health financing systems that provide prepaid pooled resources for key health servic
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es without placing undue financial stress on households. Understanding current and future trajectories of health financing is vital for progress towards UHC. We used historical health financing data for 188 countries from 1995 to 2015 to estimate future scenarios of health spending and pooled health spending through to 2040. Methods: We extracted historical data on gross domestic product (GDP) and health spending for 188 countries from 1995 to 2015, and projected annual GDP, development assistance for health, and government, out-of-pocket, and prepaid private health spending from 2015 through to 2040 as a reference scenario. These estimates were generated using an ensemble of models that varied key demographic and socioeconomic determinants. We generated better and worse alternative future scenarios based on the global distribution of historic health spending growth rates. Last, we used stochastic frontier analysis to investigate the association between pooled health resources and UHC index, a measure of a country’s UHC service coverage. Finally, we estimated future UHC performance and the number of people covered under the three future scenarios.
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Developing health centres and hospital s indices for Syria, based on HeRAMS dataset 2014
World Health Organization
(2017)
C_WHO
This research paper uses the Health Resources and services Availability Mapping System (HeRAMS) database to develop two composite indices – one for health centres and one for hospitals –
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in order to analyse and assess the health facilities’ performance across time and to evaluate the disparities among regions in the Syrian Arab Republic. The indices will provide an evidence-based tool for the main actors in the health sector to identify gaps, to intervene accordingly and to assess the impact of their interventions on the health system. The process of constructing the indices includes description and selection of variables, application of normalization techniques and weighting methods, and sensitivity analysis.
A literature review, analysis of the scope of the HeRAMS database, analysis of the crisis situation, data limitation and expert consultations were the main aspects of the construction process of the indices.
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DHS Further Analysis Reports No. 109 - This report documents trends in key child nutrition indicators in Rwanda. Data from the Demographic and Health Surveys (DHS) in 2005, 2010, and 2014-15 were an
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alyzed, disaggregated by selected equity-related variables, and tested for trends. Over the survey period, Rwanda had high rates of exclusive breastfeeding, with regional variation. Rates of continued breastfeeding were also high but generally decreased as mother’s education and household wealth increased in all survey years. Complementary feeding practices varied by region, mother’s education, household wealth, urban-rural residence, and sex of the child.
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Accessed Online June 2018 | Single-page summary highlighting trends in modern contraceptive prevalence in Rwanda using data from the Demographic & Health Surveys.
Int J Hyg Environ Health. 2019 Jun; 222(5): 765–777. doi: 10.1016/j.ijheh.2019.05.004;
To develop updated estimates in response to new exposure and exposure-response data of the
burden of diarr
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hoea, respiratory infections, malnutrition, schistosomiasis, malaria, soil-transmitted helminth
infections and trachoma from exposure to inadequate drinking-water, sanitation and hygiene behaviours
(WASH) with a focus on low- and middle-income countries.
more
The Global Burden of Disease (GBD) 2010 Study has published disability-adjusted life year (DALY) data
at both regional and country levels from 1990 to 2010. Concurrently, the Institute for Health M
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etrics and Evaluation
(IHME) has published estimates of development assistance for health (DAH) at the country-disease level for this
same period of time.
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The government of Rwanda conducted the 2010 Rwanda Demographic and Health Survey (RDHS) to gather up-to-date information for monitoring progress on healthcare programs and policies in Rwanda, including the Economic Development and Poverty Reduction
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Strategy (EDPRS), the Millennium Development Goals (MDGs),
and Vision 2020. The 2010 RDHS is a follow-up to the 1992, 2000, 2005, and 2007-08 RDHS surveys. Each survey provides data on background characteristics of the respondents, demographic and health indicators, household health expenditures, and domestic violence. The target groups in these surveys were women age 15-49 and men age 15-59
who were randomly selected from households across the country. Information about children age 5 and under also was collected, including the weight and height of the children.
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Lancet Glob Health 2015; 385: e387–95. Open Access
General fact sheet in booklet form about the 2014-2015 Demographic and Health Survey conducted in Rwanda. The 2014-15 Rwanda Demographic and Health Survey (RDHS) provides
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data for monitoring the health situation of the population in Rwanda. The 2014-15 RDHS is the 5th Demographic and Health Survey conducted in the country. The survey is based on a nationally representative sample. It provides estimates at the national and provincial levels, as well as for urban and rural areas, and for some, at the district level.
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This report provides an overview of the Key findings of the Rwanda 2014-2015 Demographic and Health Survey (RDHS). The 2014-15 Rwanda Demographic and Health Survey (RDHS) was designed to provide
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data for monitoring the population and health situation in Rwanda. The 2014-15 RDHS is the fifth Demographic and Health Survey
conducted in Rwanda since 1992. The objective of the survey was to provide reliable estimates of fertility levels, marriage, sexual activity, fertility preferences, family planning methods, breastfeeding practices, nutrition, childhood and maternal mortality, maternal and child health, early childhood development, malaria, domestic violence, and HIV/AIDS and other sexually transmitted infections (STIs) that can be used by program managers and policymakers to evaluate and improve existing programs.
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This report summarizes the findings of the 2010 Rwanda Demographic and Health Survey (RDHS). The 2010 Rwanda Demographic and Health Survey (RDHS) was designed to provide
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data for monitoring the population and health situation in Rwanda. The 2010 RDHS is the fifth Demographic and Health Survey to be conducted in Rwanda (DHS in 1992, 2000, and 2005 and Interim DHS in 2007-08). The objective of the survey was to provide up-to-date information on fertility, family planning, childhood mortality, nutrition including anemia testing, maternal and child health, domestic violence, malaria including malaria testing, maternal mortality, awareness and behavior regarding HIV/AIDS and other sexually transmitted infections, and HIV prevalence.
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The National Institute of statistics of Rwanda (NISR) in collaboration with the worldwide Demographic and Health Surveys Program implemented the 2014-15 Rwanda Demographic and Health Survey (RDHS) t
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o collect data for monitoring progress on health programs and policies in Rwanda. This publication illustrates the profile of Kigali City
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The National Institute of statistics of Rwanda (NISR) in collaboration with the worldwide Demographic and Health Surveys Program implemented the 2014-15 Rwanda Demographic and Health Survey (RDHS) t
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o collect data for monitoring progress on health programs and policies in Rwanda. This publication illustrates the profile of Eastern Province.
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he National Institute of statistics of Rwanda (NISR) in collaboration with the worldwide Demographic and Health Surveys Program implemented the 2014-15 Rwanda Demographic and Health Survey (RDHS) to
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collect data for monitoring progress on health programs and policies in Rwanda. This publication illustrates the profile of Northern Province.
more
The National Institute of statistics of Rwanda (NISR) in collaboration with the worldwide Demographic and Health Surveys Program implemented the 2014-15 Rwanda Demographic and Health Survey (RDHS) t
...
o collect data for monitoring progress on health programs and policies in Rwanda. This publication illustrates the profile of Southern province
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Neonatal mortality is a major challenge in reducing child mortality rates in Nepal. Despite efforts by the Government of Nepal, data from the last three demographic and health surveys show a rise in
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the contribution of neonatal deaths to infant and child mortality. The Government of Nepal has implemented community-based programs that were piloted and then scaled up based on lessons learned. These programs include, but are not limited to ensuring safe motherhood, birth preparedness package, community-based newborn care package, and integrated management of childhood illnesses. Despite the implementation of such programs on a larger scale, their effective coverage is yet to be achieved. Health system challenges included an inadequate policy environment, funding gaps, inadequate procurement, and insufficient supplies of commodities, while human resource management has been found to be impeding service delivery. Such bottlenecks at policy, institutional and service delivery level need to be addressed incorporating health information in decision-making as well as working in partnership with communities to facilitate the utilization of available services.
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Impact of health systems strengthening on coverage of maternal health services in Rwanda, 2000–2010: a systematic review
Maurice Bucagu, Jean M. Kagubare, Paulin Basinga, Fidèle Ngabo, Barbara K Timmons & Angela C Lee
Reproductive Health Matters
(2012)
CC
From 2000 to 2010, Rwanda implemented comprehensive health sector reforms to strengthen the public health system, with the aim of reducing maternal and newborn deaths in line with Millennium Develop
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ment Goal 5, among many other improvements in national health. Based on a systematic review of the literature, national policy documents and three Demographic & Health Surveys (2000, 2005 and 2010), this paper describes the reforms and the policies they were based on, and provides data on the extent of Rwanda’s progress in expanding the coverage of four key women’s health services. Progress took place in 2000–2005 and became more rapid after 2006, mostly in rural areas, when the national facility-based childbirth policy, performance-based financing, and community-based health insurance were scaled up. Between 2006 and 2010, the following increases in coverage took place as compared to 2000–2005, particularly in rural areas, where most poor women live: births with skilled attendance (77% increase vs. 26%), institutional delivery (146% increase vs. 8%), and contraceptive prevalence (351% increase vs. 150%). The primary factors in these improvements were increases in the health workforce and their skills, performance-based financing, community-based health insurance, and better leadership and governance. Further research is needed to determine the impact of these changes on health outcomes in women and children.
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Version 2, January 2016
The primary purpose of this document is to provide 3MDG stakeholders with some essential information on the MNCH core-indicators for 3MDG, which were derived from the 3MDG Logical Framework, Data Dictionary for ... Health Service Indicators (2014 June, DoPH, MoH), A Guide for Monitoring and Evaluating Child Health Programmes (MEASURE Evaluation, September 2005) and Monitoring Emergency Obstetric Care (WHO/UNICEF/UNFPA/AMDD). Partners are strongly encouraged to integrate the MNCH indicators into their ongoing monitoring and evaluation (M&E) activities.
These indicators are designed to help Partners assess the current state of their activities, their progress towards achieving their targets, and contribution towards the national response. This guideline is designed to improve the quality and consistency of data collected at the township level, which will enhance the accuracy of conclusions drawn when the data are aggregated. more
The primary purpose of this document is to provide 3MDG stakeholders with some essential information on the MNCH core-indicators for 3MDG, which were derived from the 3MDG Logical Framework, Data Dictionary for ... Health Service Indicators (2014 June, DoPH, MoH), A Guide for Monitoring and Evaluating Child Health Programmes (MEASURE Evaluation, September 2005) and Monitoring Emergency Obstetric Care (WHO/UNICEF/UNFPA/AMDD). Partners are strongly encouraged to integrate the MNCH indicators into their ongoing monitoring and evaluation (M&E) activities.
These indicators are designed to help Partners assess the current state of their activities, their progress towards achieving their targets, and contribution towards the national response. This guideline is designed to improve the quality and consistency of data collected at the township level, which will enhance the accuracy of conclusions drawn when the data are aggregated. more
Barriers to the prompt and effective diagnosis and treatment of malaria exist at both the community and health facility level. Household surveys measure malaria case management at the population level with standard indicators that assess treatment-s
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eeking behavior, access to diagnostic testing, and access to appropriate treatment. Performance on these indicators varies widely from country to country. Among countries with Demographic and Health Surveys (DHS) or Malaria Indicator Surveys (MIS) completed between 2014 and 2016, advice and treatment was sought for a median of 47% of children under age 5 with fever.
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The role of environmental contamination in transmission of COVID-19 virus is currently not clear. This protocol has been designed to determine (viable) virus presence and persistence on fomites in various locations where a patient infected with COVID-19 is currently receiving care or being isolated,
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and to understand how this may relate to COVID-19 transmission events in these settings. It is therefore important that it is done as part of a comprehensive outbreak investigation and that information obtained by environmental studies is combined with the results of epidemiological, laboratory and sequence data from COVID-19 patient investigations.
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A general consensus exists that as a country develops economically, health spending per capita rises and the share of that spending that is prepaid through government or private mechanisms also rises. However, the speed and magnitude of these change
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s vary substantially across countries, even at similar levels of development. In this study, we use past trends and relationships to estimate future health spending, disaggregated by the source of those funds, to identify the financing trajectories that are likely to occur if current policies and trajectories evolve as expected.
Methods
We extracted data from WHO's Health Spending Observatory and the Institute for Health Metrics and Evaluation's Financing Global Health 2015 report. We converted these data to a common purchasing power-adjusted and inflation-adjusted currency. We used a series of ensemble models and observed empirical norms to estimate future government out-of-pocket private prepaid health spending and development assistance for health. We aggregated each country's estimates to generate total health spending from 2013 to 2040 for 184 countries. We compared these estimates with each other and internationally recognised benchmarks.
Findings
Global spending on health is expected to increase from US$7·83 trillion in 2013 to $18·28 (uncertainty interval 14·42–22·24) trillion in 2040 (in 2010 purchasing power parity-adjusted dollars). We expect per-capita health spending to increase annually by 2·7% (1·9–3·4) in high-income countries, 3·4% (2·4–4·2) in upper-middle-income countries, 3·0% (2·3–3·6) in lower-middle-income countries, and 2·4% (1·6–3·1) in low-income countries. Given the gaps in current health spending, these rates provide no evidence of increasing parity in health spending. In 1995 and 2015, low-income countries spent $0·03 for every dollar spent in high-income countries, even after adjusting for purchasing power, and the same is projected for 2040. Most importantly, health spending in many low-income countries is expected to remain low. Estimates suggest that, by 2040, only one (3%) of 34 low-income countries and 36 (37%) of 98 middle-income countries will reach the Chatham House goal of 5% of gross domestic product consisting of government health spending.
Interpretation
Despite remarkable health gains, past health financing trends and relationships suggest that many low-income and lower-middle-income countries will not meet internationally set health spending targets and that spending gaps between low-income and high-income countries are unlikely to narrow unless substantive policy interventions occur. Although gains in health system efficiency can be used to make progress, current trends suggest that meaningful increases in health system resources will require concerted action.
Funding
Bill & Melinda Gates Foundation.
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Current Environmental Health Reports volume 7, pages 363–370 (2020)
Climate change has direct impacts on human health, but those impacts vary widely by location. Local
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health impacts depend on a large number of factors including specific regional climate impacts, demographics and human vulnerabilities, and existing local adaptation capacity. There is a need to incorporate local data and concerns into climate adaptation plans and evaluate different approaches.
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Lancet Global Health 2022;10: e1463–72 Published Online August 29, 2022https://doi.org/10.1016/
S2214-109X(22)00320-5
The objective of Health in the Americas: Overview of the Region of the Americas in the Context of the COVID-19 Pandemic is to respond to the need to address important public health issues in an incr
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easingly timely manner, while serving as a platform with a close focus on specific issues of regional importance. This 2022 edition is the second in its new format, providing an overview of the analysis, as well as an in-depth description of the key issues related to COVID-19 in the Region of the Americas. This overview is supported by the Health in the Americas+ virtual platform, which offers interactive resources for data analysis and allows for the comparison of information disaggregated by subregions and countries.
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This global progress report attempts to lay the groundwork for the kind of accelerated action needed. Section 1 presents key data, trends and developments in women’s, children’s and adolescents’ heal
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th and well-being. That is followed in Section 2 by a deeper dive into the impact of the COVID-19 pandemic, which has created and contributed to many threats and challenges to progress for women, children and adolescents. In Section 3, the report concludes with recommendations for accelerating progress towards the achievement of the 2030 Agenda even in such challenging times, with an emphasis on partnership
and clear-eyed recognition of the consequences of failing to do better.
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The full-scale invasion of Ukraine has caused a deterioration in the level of access to health-care services and medicines in the country, particularly for people living in regions close to the front line and areas that are not partially or fully co
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ntrolled by the Government of Ukraine, and for people who have been internally displaced. Cost and time constraints involved in getting to and from health facilities, as well as limited transportation options were the main barriers to accessing essential health-care services. At the same time, the findings show that the country’s health system remains resilient and that overall access to health services is fairly high.This report is based on data collected through a quantitative cross-sectional survey of self-reported health needs of the general population in Ukraine. It presents results of the first round survey conducted in September 2022 and could help to address the specific health-care needs of the population groups concerned.
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Timely, reliable and complete information on financial resources in the health sector is critical for sound policy making and planning, particularly in developing countries where resources are both scarce and unpredictable.
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Health resource tracking has a long history and has seen renewed interest more recently as pressure has mounted to improve accountability for the attainment of the health Millennium Development Goals. We review the methods used to track health resources and recent experiences of their application, with a view to identifying the major challenges that must be overcome if data availability and reliability are to improve.
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Background: Primary health care (PHC) is a driving force for advancing towards universal health coverage (UHC). PHC-oriented health systems bring e
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normous benefits but require substantial financial investments. Here, we aim to present measures for PHC investments and project the associated resource needs. Methods: This modelling study analysed data from 67 low-income and middle-income countries (LMICs). Recognising the variation in PHC services among countries, we propose three measures for PHC, with different scope for included interventions and system strengthening. Measure 1 is centred on public health interventions and outpatient care; measure 2 adds general inpatient care; and measure 3 further adds cross-sectoral activities. Cost components included in each measure were based on the Declaration of Astana, informed by work delineating PHC within health accounts, and finalised through an expert and country validation meeting. We extracted the subset of PHC costs for each measure from WHO’s Sustainable Development Goal (SDG) price tag for the 67 LMICs, and projected the associated health impact. Estimates of financial resource need, health workforce, and outpatient visits are presented as PHC investment guide posts for LMICs.
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Background: Sustainable Development Goal (SDG) 3 aims to “ensure healthy lives and promote well-being for all at all ages”. While a substantial effort has been made to quantify progress towards SDG3, less research has focused on tracking spending towards this goal. We used spending estimates to
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measure progress in financing the priority areas of SDG3, examine the association between outcomes and financing, and identify where resource gains are most needed to achieve the SDG3 indicators for which data are available. Methods: We estimated domestic health spending, disaggregated by source (government, out-of-pocket, and prepaid private) from 1995 to 2017 for 195 countries and territories. For disease-specific health spending, we estimated spending for HIV/AIDS and tuberculosis for 135 low-income and middle-income countries, and malaria in 106 malaria-endemic countries, from 2000 to 2017. We also estimated development assistance for health (DAH) from 1990 to 2019, by source, disbursing development agency, recipient, and health focus area, including DAH for pandemic preparedness. Finally, we estimated future health spending for 195 countries and territories from 2018 until 2030. We report all spending estimates in inflation-adjusted 2019 US$, unless otherwise stated.
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Background:Tracking aid fl ows helps to hold donors accountable and to compare the allocation of resources in relation to health need. With the use of data reported by donors in 2015, we provided es
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timates of offi cial development assistance and grants from the Bill & Melinda Gates Foundation (collectively termed ODA+) to reproductive, maternal, newborn, and child health for 2013 and complete trends in reproductive, maternal, newborn, and child health support for the period 2003–13. Methods: We coded and analysed fi nancial disbursements to reproductive, maternal, newborn, and child health to all recipient countries from all donors reporting to the creditor reporting system database for the year 2013. We also revisited disbursement records for the years 2003–08 and coded disbursements relating to reproductive and sexual health activities resulting in the Countdown dataset for 2003–13. We matched this dataset to the 2015 creditor reporting system dataset and coded any unmatched creditor reporting system records. We analysed trends in ODA+ to reproductive, maternal, newborn, and child health for the period 2003–13, trends in donor contributions, disbursements to recipient countries, and targeting to need.
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Background: Foreign aid continues to play an essential role in health sector development in low-resource countries, particularly in terms of providing a vital portion of their health expenditures. H
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owever, the relationship between foreign aid allocation and malaria policy formulation and/or implementation among state aid recipients remains unknown.
Methods: Publicly available data were collected with the country as observational unit to set up the conceptual framework. The quality and strength of relationships between socioeconomic, environmental and institutional parameters were estimated by Pearson and polychoric correlations. A correlation matrix was explored by factor analysis.
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Background: Foreign aid has been shown to be favourably biased towards small countries. This study investigated whether country size bias also occurs in national malaria policy and development assistance from international agencies. Methods: Data fr
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om publicly available sources were collected with countries as observational units. The exploratory data analysis was based on the conceptual framework with socio-economic, environmental and institutional parameters. The strength of relationships was estimated by the Pearson and polychoric correlation coefficients. The correlation matrix was explored by factor analysis.
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