• A
  • A
  • A
  • АБВ
  • АБВ
  • АБВ
  • A
  • A
  • A
  • A
  • A
Обычная версия сайта
  • RU
  • EN
  • HSE University
  • Publications
  • Articles
  • Tracking development assistance for health and for COVID-19: a review of development assistance, government, out-of-pocket, and other private spending on health for 204 countries and territories, 1990–2050
  • RU
  • EN
Расширенный поиск
Высшая школа экономики
Национальный исследовательский университет
Priority areas
  • business informatics
  • economics
  • engineering science
  • humanitarian
  • IT and mathematics
  • law
  • management
  • mathematics
  • sociology
  • state and public administration
by year
  • 2027
  • 2026
  • 2025
  • 2024
  • 2023
  • 2022
  • 2021
  • 2020
  • 2019
  • 2018
  • 2017
  • 2016
  • 2015
  • 2014
  • 2013
  • 2012
  • 2011
  • 2010
  • 2009
  • 2008
  • 2007
  • 2006
  • 2005
  • 2004
  • 2003
  • 2002
  • 2001
  • 2000
  • 1999
  • 1998
  • 1997
  • 1996
  • 1995
  • 1994
  • 1993
  • 1992
  • 1991
  • 1990
  • 1989
  • 1988
  • 1987
  • 1986
  • 1985
  • 1984
  • 1983
  • 1982
  • 1981
  • 1980
  • 1979
  • 1978
  • 1977
  • 1976
  • 1975
  • 1974
  • 1973
  • 1972
  • 1971
  • 1970
  • 1969
  • 1968
  • 1967
  • 1966
  • 1965
  • 1964
  • 1963
  • 1958
  • More
Subject
News
August 12, 2026
‘I Would Like My Research to Help Make the World a Calmer and Better Place
Whatever task Saraa Ali, Junior Research Fellow at the Laboratory of Methods for Big Data Analysis (LAMBDA) of the AI and Digital Science Institute (HSE Faculty of Computer Science), is working on, she thinks about how it can benefit people. She told the Young Scientists of HSE University project about her large family, diagnosing three-phase motors, and her dream of building a children’s home in her native country.
August 11, 2026
‘The Peak of Stupidity and ‘The Valley of Despair: HSE Economists Propose an Explanation for the Dunning–Kruger Effect
The Dunning–Kruger effect, which describes a sharp surge in self-confidence among beginners followed by an equally rapid decline as they gain experience, can be explained by the nature of the learning process and the acquisition of new knowledge. This conclusion was reached by Andrey Vorchik of the HSE Faculty of Economic Sciences together with independent researcher Murat Mamyshev. They developed a mathematical model of learning and demonstrated how subjective confidence is formed and changes as knowledge accumulates, as well as how teachers can reduce the ‘valley of despair’ experienced by learners.
July 24, 2026
‘I Like Self-Fulfilling Prophecies
Andrey Vorchik studies happiness, delivers popular science lectures, and believes that science should address social issues as well. In an interview for the Young Scientists of HSE University project, he spoke about how emotions influence decision-making, the Bermuda Triangle formed by the bathroom, refrigerator, and bed, and the ideal formula for education.

 

Have you spotted a typo?
Highlight it, click Ctrl+Enter and send us a message. Thank you for your help!

Publications
  • Books
  • Articles
  • Chapters of books
  • Working papers
  • Report a publication
  • Research at HSE

?

Tracking development assistance for health and for COVID-19: a review of development assistance, government, out-of-pocket, and other private spending on health for 204 countries and territories, 1990–2050

The Lancet. 2021. Vol. 398. No. 10308. P. 1317–1343.
Micah A., Cogswell I., Cunningham B., Vlassov V., Dieleman J.

Background

The rapid spread of COVID-19 renewed the focus on how health systems across the globe are financed, especially during public health emergencies. Development assistance is an important source of health financing in many low-income countries, yet little is known about how much of this funding was disbursed for COVID-19. We aimed to put development assistance for health for COVID-19 in the context of broader trends in global health financing, and to estimate total health spending from 1995 to 2050 and development assistance for COVID-19 in 2020.

Methods

We estimated domestic health spending and development assistance for health to generate total health-sector spending estimates for 204 countries and territories. We leveraged data from the WHO Global Health Expenditure Database to produce estimates of domestic health spending. To generate estimates for development assistance for health, we relied on project-level disbursement data from the major international development agencies' online databases and annual financial statements and reports for information on income sources. To adjust our estimates for 2020 to include disbursements related to COVID-19, we extracted project data on commitments and disbursements from a broader set of databases (because not all of the data sources used to estimate the historical series extend to 2020), including the UN Office of Humanitarian Assistance Financial Tracking Service and the International Aid Transparency Initiative. We reported all the historic and future spending estimates in inflation-adjusted 2020 US$, 2020 US$ per capita, purchasing-power parity-adjusted US$ per capita, and as a proportion of gross domestic product. We used various models to generate future health spending to 2050.

Findings

In 2019, health spending globally reached $8·8 trillion (95% uncertainty interval [UI] 8·7–8·8) or $1132 (1119–1143) per person. Spending on health varied within and across income groups and geographical regions. Of this total, $40·4 billion (0·5%, 95% UI 0·5–0·5) was development assistance for health provided to low-income and middle-income countries, which made up 24·6% (UI 24·0–25·1) of total spending in low-income countries. We estimate that $54·8 billion in development assistance for health was disbursed in 2020. Of this, $13·7 billion was targeted toward the COVID-19 health response. $12·3 billion was newly committed and $1·4 billion was repurposed from existing health projects. $3·1 billion (22·4%) of the funds focused on country-level coordination and $2·4 billion (17·9%) was for supply chain and logistics. Only $714·4 million (7·7%) of COVID-19 development assistance for health went to Latin America, despite this region reporting 34·3% of total recorded COVID-19 deaths in low-income or middle-income countries in 2020. Spending on health is expected to rise to $1519 (1448–1591) per person in 2050, although spending across countries is expected to remain varied.

Interpretation

Global health spending is expected to continue to grow, but remain unequally distributed between countries. We estimate that development organisations substantially increased the amount of development assistance for health provided in 2020. Continued efforts are needed to raise sufficient resources to mitigate the pandemic for the most vulnerable, and to help curtail the pandemic for all.

Research target: Health Studies Social and Economic Geography (including Urban and Transportation Studies)
Language: English
DOI
Text on another site
Keywords: международное сотрудничествоinternational collaborationэпидемиологияepidemiology
Similar publications
Assessing walkability and climate adaptive capacity in relation to urban morphology and historical development
Shartova N., Mironova E., Geo Journal 2026 Vol. 91 P. 1–17
The historical timeline of urban development profoundly shapes the contemporary form and functionality of cities. Traditionally, cities were planned with limited consideration for the promotion of a healthy urban environment. Using Nizhny Novgorod, Russia, a city that has evolved from a medieval market town to an industrial centre and later into a multifunctional city with ...
Added: August 9, 2026
Patterns of Loss: A Typology of Depopulating Cities in the USA
Alov I., Petrović M., Belyaeva A., Urban Science 2026 Vol. 10 No. 147 Article 29
Urban depopulation has become an increasingly visible phenomenon worldwide, affecting cities of different sizes and economic structures. This article develops a typology of U.S. depopulating cities beyond the Rust Belt’s iconic industrial cities, which dominate academic literature, to include a wider range of shrinking settlements in the shadows. The analysis is based on a dataset ...
Added: August 9, 2026
Global Burden of Elevated LDL-C: Findings From the Global Burden of Disease Study 2023
Vlassov V., JAMA - Journal of the American Medical Association 2026 P. 1–6
Importance  Elevated low-density lipoprotein cholesterol (LDL-C) is a modifiable risk factor for cardiovascular disease, the leading cause of premature death worldwide. Assessing the LDL-C–related burden is critical for guiding prevention and treatment strategies. Objectives  To estimate the global, regional, and national burden of ischemic heart disease and ischemic stroke attributable to elevated LDL-C (relative to 35-54 mg/dL) from ...
Added: August 4, 2026
Кафедра социально-экономической географии: семь десятилетий развития
Пермь: Пермский государственный национальный исследовательский университет, 2025.
The monograph is dedicated to the 70th anniversary of the founding of the Department of SocioEconomic Geography at Perm State National Research University. The collective monograph covers a wide range of issues related to the geographical study of the territorial organization of society, which were laid down in the numerous works of M. D. Sharygin and have ...
Added: August 3, 2026
Reach: Recognising episodes of acute complexity in health: a predictive older patient prioritisation machine learning model.
Maghsoohi A., Pavlov V., Rouse P. et al., Health Care Management Science 2026 Vol. 29 No. 37
As the numbers of older people (65 +) rise globally, the pressure on acute hospitals to provide efficient and effective care while addressing resource inequities increases. In this study we introduce Recognising Episodes of Acute Complexity in Health (REACH), a novel Automatic Machine Learning (AutoML)-based predictive model that prioritises older patients and assigns them to complex ...
Added: July 30, 2026
Global, regional, and national burden of road injuries 1990–2023: a systematic analysis for the Global Burden of Disease Study 2023
Vlassov V., van der Lubbe S. C., Moberg M. E. et al., The Lancet Public Health 2026 P. 1–6
Background Road injuries are a leading cause of mortality and morbidity worldwide. Years of international efforts have aimed to strengthen policy engagement, including the 2020 UN General Assembly's proclamation of the Second Decade of Action for Road Safety (2021–30), targeting a 50% reduction in road traffic deaths and serious injuries by 2030. The aim of this ...
Added: July 25, 2026
Система здравоохранения России: что можно изменить уже сегодня. Идеи и предложения. 2-е издание, переработанное и дополненное
Авксентьева М. В., Ашихмин Я. И., Ашихмина О. В. et al., М.: ФГБУ "Издательство "Наука", 2023.
Предложены основные направления совершенствования планирования, организации и оплаты медицинской помощи, лекарственного обеспечения, информатизации и оценки технологий здравоохранения. Рекомендованы такие мероприятия, как конкретизация программы государственных гарантий бесплатного оказания гражданам медицинской помощи, создание системы общедоступного лекарственного обеспечения, использование клинико-статистических групп для оплаты медицинской помощи при ряде хронических неинфекционных заболеваний в амбулаторных условиях, формирование механизма привлечения соплатежей при ...
Added: July 16, 2026
Клиническая и экономическая оценка эффективности современных стратегий скрининга и ранней диагностики рака шейки матки в Российской Федерации
Михайлов И. А., Опухоли женской репродуктивной системы 2025 Т. 21 № 1 С. 86–105
Цель исследования – определить наиболее целесообразную стратегию скрининга и ранней диагностики рака шейки матки (РШМ) в Российской Федерации с точки зрения клинической (диагностической) и экономической эффективности. Материалы и методы. Для оценки клинической (диагностической) эффективности различных стратегий скрининга проведен систематический обзор публикаций об исследованиях, оценивающих эффективность применения цитологического исследования и тестирования на вирус папилломы человека (ВПЧ) с целью диагностики ...
Added: July 16, 2026
Телемедицинские консультации в детской онкологии – гематологии: современный взгляд на актуальность, проблемы и их решения при оказании профильной медицинской помощи
Иванова А. А., Коган С. А., Горбунова Т. В. et al., Менеджер здравоохранения 2026 № 3 С. 96–105
The research r elev anc e is determined by the demand for telemedicine consultations (TMC) as one of health care digitalization pathways in Russian Federation. Telemedicine, regardless of the field, continues to prove its significant role, saving health resources without losing medical care quality. The TMC is regulated by federal level framework. Each year the ...
Added: July 16, 2026
WSI-GT: Pseudo-Label Guided Graph Transformer for Whole-Slide Histology
Михайлов И. А., Machine Learning and Knowledge Extraction 2026 Vol. 8 No. 1 Article 8
Whole-slide histology images (WSIs) can exceed 100 k × 100 k pixels, making direct pixel-level segmentation infeasible and requiring patch-level classification as a practical alternative for downstream WSI segmentation. However, most approaches either treat patches independently, ignoring spatial and biological context, or rely on deep graph models prone to oversmoothing and loss of local tissue ...
Added: July 16, 2026
Оценка социальных эффектов от внедрения системы организационных мероприятий для совершенствования оказания медицинской помощи при онкологических заболеваниях на региональном уровне в субъектах Центрального федерального округа
Хайлова Ж. В., Омельяновский В. В., Михайлов И. А. et al., Менеджер здравоохранения 2026 № 4 С. 41–52
The urgency of the problem of organizing effective medical care for cancer patients is determined by the steady trend of increasing incidence of malignant neoplasms, the high proportion of this pathology in the structure of overall mortality, as well as significant medical, demographic and socio-economic losses for society.Purpose of the st udy is to conduct ...
Added: July 16, 2026
Социологическое исследование влияния комплекса организационных мероприятий по внедрению инновационных медицинских технологий в многопрофильном стационаре на качество жизни пациентов
Михайлов И. А., Здоровье мегаполиса 2026 Т. 7 № 2 С. 7–16
Objective. To evaluate the impact of a series of organizational measures for implementing innovative medical technology in a multidisciplinary hospital on patient quality of life based on patient self-assessments. Results. Patients who received care using innovative medical technology within a systemic organizational approach demonstrated a significantly higher level of overall satisfaction with the quality of care. ...
Added: July 16, 2026
Международные подходы к оценке сложности труда специалистов с высшим медицинским образованием (врачей) разных специальностей
Ахапкина Е. С., Омельяновский В. В., Тулупова О. Н. et al., Медицинские технологии. Оценка и выбор 2026 Т. 48 № 2 С. 70–77
OBJECTIVE To analyze international approaches to assessing the labor complexity for different specialists with higher medical education (physicians). MATERIAL AND METHODS We performed a systematic searching and content analysis of foreign and national studies and documents devoted to labor complexity of different specialists with higher medical education (doctors). A group of experts among the authors of this study discussed and identified significant factors in assessing complexity. RESULTS There are 2 main systems to assess physician workload complexity in foreign countries. The first approach is based ...
Added: July 16, 2026
Shared environment, shared mechanisms: comparing pathways to mental health outcomes among indigenous youth and youth with other ethnic backgrounds
Arina Bukina, Eritsyan K., Antonova N. et al., Frontiers in Psychology 2026 Vol. 17 Article 1824428
Background:  Numerous studies have shown that indigenous populations experience poorer health outcomes compared to people with other backgrounds. However, the interpretation of these disparities remains challenging due to differences in living conditions and social environments, as well as by potential measurement-related biases. Little is known about whether the underlying mechanisms of mental health outcomes differ between ...
Added: July 15, 2026
Отходничество 2020-х гг.: что изменилось за десять лет (на примере Нижегородской области)
Pozanenko A., Социологические исследования 2026 № 6 С. 64–71
Due to persistent territorial socio-economic imbalances, some residents of Russian villages and small towns leave for a long time to work without changing their place of permanent residence. Such internal temporary labor migration is referred to by some researchers as otkhodnichestvo, and migrants as otkhodniks, by analogy with the pre–revolutionary and early Soviet migration of ...
Added: July 15, 2026
Global, regional, and national burden of tuberculosis and multidrug-resistant tuberculosis by HIV status, 1990–2023: a systematic analysis for the Global Burden of Disease Study 2023
Ledesma J. R., Zhang M., Liew M. F. et al., The Lancet Infectious Diseases 2026 P. 1–12
Background Tuberculosis (TB) is the leading global cause of death from a single infectious agent. Recent reductions in global health funding have threatened TB control, making comprehensive assessment of TB, HIV-related TB, and drug-resistant TB burdens before these disruptions essential for shaping effective responses. The WHO End TB Strategy sets targets of a 95% reduction in ...
Added: July 7, 2026
Socioeconomic development, longevity and prevalence of obesity and overweight: The retrospective longitudinal analysis of international data
Liapin G., Vlassov V., DIALOGUES IN HEALTH 2026 Vol. 8 Article 100317
Objectives Due to the economic growth at the end of the 20th century, people in low-income countries live longer but still spend most of their income on food. These countries, as well as affluent countries, demonstrate a rising prevalence of obesity. The interplay of longevity and obesity at different levels of economic development is not clear. Methods We ...
Added: June 29, 2026
Разработка и валидация опросника для оценки профессиональных компетенций врачей, курирующих беременных с нарушениями углеводного обмена
Алексашина А. О., Русских С. В., Тырановец С. В. et al., Менеджер здравоохранения 2026 № 4 С. 53–60
Given the increasing prevalence of carbohydrate metabolism disorders in pregnant women, a validated tool is needed to assess the competencies of physicians involved in the multidisciplinary management of this pathology. Objective. A comprehensive validation of the author’s methodology (questionnaire) «Flowchart “Methodology for assessing the professional potential of medical personnel of endocrinologists, obstetrician-gynecologists, and general practitioners in ...
Added: June 11, 2026
Правовые проблемы защиты и переносимости данных пациентов в медицинских информационно-аналитических системах
Лебедева Д. А., Вестник Воронежского государственного университета. Серия: Право 2026 № 1 С. 66–77
The article is devoted to the study of problems in the fi eld of ensuring the protection and portability of patient data in medical information and analytical systems (hereinafter – MIAS). The purpose of the study is a comprehensive analysis of the legal regulation of the MIAS of the constituent entities of the Russian Federation. The study identifi ...
Added: June 3, 2026
Экономические драйверы потребления табака: анализ региональных данных
Biryukova A., Zasimova L. S., Вопросы статистики 2026 Т. 33 № 2 С. 40–57
The paper examines changes in the economic affordability of cigarettes in Russian regions in 2011–2023. Using fixed-effects models, it estimates the impact of prices, incomes, and tobacco affordability (the ratio of per capita income to cigarette price), on three indicators: retail sales of cigarettes per capita, adult population spending on tobacco products, and the share of these ...
Added: June 1, 2026
Global, regional, and national burden of breast cancer among females, 1990–2023, with forecasts to 2050: a systematic analysis for the Global Burden of Disease Study 2023
Bhangdia K., May M. L., Kocarnik J. M. et al., The Lancet Oncology 2026 Vol. 27 No. 3 P. 302–326
Background Breast cancer is a leading cause of mortality and morbidity among females worldwide. As part of the Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) 2023, we provided an updated comprehensive assessment of the epidemiological trends, disease burden, and risk factors associated with breast cancer globally, regionally, and nationally from 1990 to 2023. Methods Breast ...
Added: March 6, 2026
ОПЫТ РАЗВИТИЯ ИСЛАМСКОЙ РЕСПУБЛИКИ ИРАН В УСЛОВИЯХ САНКЦИЙ
Salamatov V., Базелюк В. Н., Бизнес. Общество. Власть 2025 № 3 (57) С. 218–238
The article is dedicated to analyzing the experience of the Islamic Republic of Iran under prolonged sanction pressure that has been ongoing since 1979. The main focus is on three key aspects: historical stages of sanctions implementation, their impact on the economy, politics, and social sphere of the country, as well as Iran's methods of ...
Added: February 13, 2026
Достижения и перспективы развития технологий искусственного интеллекта в КНДР
Leshakov P., 2025 № 1
В статье анализируется современное состояние и перспективы развития технологий искусственного интеллекта (ИИ) в КНДР. Ожидания того, что ИИ откроет дорогу новому технологическому укладу, предопределили жесткую конкуренцию стран мира за лидерство. С учетом «эффекта масштаба», в нынешних условиях догнать отстающим странам лидеров чрезвычайно сложно. В этом отношении определенный интерес представляет опыт КНДР в развитии технологий ИИ. ...
Added: February 6, 2026
Охрана государственного суверенитета Российской Федерации уголовно-правовыми средствами
Меркурьев В. В., Agapov P., Закомолдин Р. В., Вестник Владимирского юридического института 2024 № 2(71) С. 50–56
The article provides an analysis of the work being carried out to ensure and protect, by means of criminal law, the state sovereignty of Russia from encroach ments by international law enforcement and judicial organizations, of which the Russian Federation is not a participant and whose decisions it does not recognize. ...
Added: January 28, 2026
  • About
  • About
  • Key Figures & Facts
  • Sustainability at HSE University
  • Faculties & Departments
  • International Partnerships
  • Faculty & Staff
  • HSE Buildings
  • HSE University for Persons with Disabilities
  • Public Enquiries
  • Studies
  • Admissions
  • Programme Catalogue
  • Undergraduate
  • Graduate
  • Exchange Programmes
  • Summer University
  • Summer Schools
  • Semester in Moscow
  • Business Internship
  • Research
  • International Laboratories
  • Research Centres
  • Research Projects
  • Monitoring Studies
  • Conferences & Seminars
  • Academic Jobs
  • Yasin (April) International Academic Conference on Economic and Social Development
  • Media & Resources
  • Publications by staff
  • HSE Journals
  • Publishing House
  • iq.hse.ru: commentary by HSE experts
  • Library
  • Economic & Social Data Archive
  • Video
  • HSE Repository of Socio-Economic Information
  • HSE1993–2026
  • Contacts
  • Copyright
  • Privacy Policy
  • Site Map
Edit