scholarly journals The Indirect Cost of Disability Adjusted Life Years Lost among the Elderly in Kenya

10.3823/2483 ◽  
2017 ◽  
Vol 10 ◽  
Author(s):  
Joses Muthuri Kirigia ◽  
Gitonga N Mburugu ◽  
Guyo Sarr Huka
Keyword(s):  
Indirect Cost ◽  
Health Expenditure ◽  
The Elderly ◽  
Health Condition ◽  
Disability Adjusted Life Years ◽  
Total Health Expenditure ◽  
Productivity Losses ◽  
Disability Adjusted Life ◽  
Life Years ◽  
Per Capita

Background: As Kenya accelerates the momentum to attain the Sustainable Development Goals (SDG) 3 on health and 13 on combatting impacts of climate change, it is critically important not to overlook their impacts on the elderly, i.e. people aged 60 years and above (elderly). The objective of this study was to estimate the indirect cost (productivity losses) of disability-adjusted life years (DALYs) lost among the elderly in Kenya in 2015.Methods: The indirect cost associated with jth disease (or health condition) DALYs lost among the elderly is the product of the per capita non-health GDP in purchasing power parity (PPP) and the total jth disease (or health condition) DALYs lost in a specific age group. Per capita non-health GDP equals Kenya’s per capita GDP minus total health expenditure in 2015. The study covers all the diseases and health conditions reported in WHO Global Health Observatory (GHO). The data on DALYs and per capita total health expenditure were obtained from WHO GHO; while per capita GDP data was from IMF World Economic Outlook database.Results: About 2,238,004 DALYs were lost among the elderly in 2015. That health loss resulted into a total indirect cost of Int$ 7,088,274,986; which was evenly distributed among males and females. Approximately, 64.1% of the indirect cost resulted from non-communicable diseases, 29.3% from communicable and nutritional conditions, and 12.2% from injuries. If Kenya is able to fully achieve SDG targets 3.1 on maternal mortality, 3.3 on communicable diseases, 3.4 on NCDs and 3.6 on road traffic accidents by 2030, that would lead to a reduction of 625,238.21 DALYs (38.4%) lost among the elderly, which is equivalent to a saving of Int$ 1,986,641,742 (44.9%) in indirect costs (productivity losses).Conclusions: Kenya incurs every year substantive productivity losses due to morbidity and premature mortality among the elderly. Therefore, there is need for increased government, private sector and partner investments into health and wellbeing of the elderly to prolong their intrinsic and functional capacities.Key words: Elderly, indirect cost, productivity loss, disability-adjusted life year (DALY)

scholarly journals Haemorrhage of gross domestic product from disability-adjusted-life-years among 15-59 year olds in Kenya

10.3823/2561 ◽  
2018 ◽  
Vol 11 ◽  
Author(s):  
Joses Muthuri Kirigia ◽  
Germano Mwiga Mwabu
Keyword(s):  
Gross Domestic Product ◽  
Health Expenditure ◽  
Communicable Diseases ◽  
Domestic Product ◽  
Disability Adjusted Life Years ◽  
Total Health Expenditure ◽  
Per Capita Gdp ◽  
Disability Adjusted Life ◽  
Life Years ◽  
Per Capita

Background: This article estimates non-health gross domestic product (GDP) losses associated with Disability-Adjusted Life Years (DALY) lost among 15-59 year olds (most productive age bracket) in Kenya in 2015. Methods: This study employs the lost output or human capital approach (HCA) to convert the DALYs lost from all causes into their monetary equivalents. The magnitude economic haemorrhage from each disease was obtained by multiplying the per capita non-health GDP in International Dollars by the total number of DALYs lost in a specific age group (15-29 years, 30-49 years, 50-59 years). Per capita non-health GDP equals per capita GDP minus total health expenditure in 2015. Data on DALYs and per capita total health expenditure were obtained from the World Health Organization and per capita GDP data was from IMF databases. Results: Kenya lost 9,405,184 DALYs among 15-59 years olds in 2015. That DALY loss caused a haemorrhage in GDP of Int$ 29,788,392,419. Approximately 48.6% of the GDP haemorrhage resulted from communicable diseases and nutritional conditions, 37.4% from non-communicable diseases, and 14.0% from injuries. Conclusion: There is need to augment domestic and external investments into national health systems and other systems that meet basic needs (education, food, water, sanitation, shelter) to reduce disease burden. Key words: Non-health GDP, economic haemorrhage, disability-adjusted life year (DALY)

scholarly journals Monetary value of disability-adjusted-life-years lost from all causes in Mauritius

2019 ◽  
Author(s):  
Laurent MUSANGO ◽  
Ajoy Nundoochan ◽  
Philippe Van Wilder ◽  
Joses Muthuri Kirigia
Keyword(s):  
National Health ◽  
Health Expenditure ◽  
National Health System ◽  
Disability Adjusted Life Years ◽  
Monetary Value ◽  
Disability Adjusted Life ◽  
Life Years ◽  
Per Capita ◽  
The Republic ◽  
Disease Study

Abstract Background The Republic of Mauritius lost a total of 402,565 disability-adjusted-life-years (DALY) from all causes in 2017. The objectives of this study were (a) to estimate the monetary value of DALY lost in 2017, and projected to be lost from all causes in Mauritius in 2030; and (b) to estimate the monetary value of DALY savings in year 2030, if the country would attain the United Nations Sustainable Development Goal 3 (SDG3) targets 3.1, 3.2, 3.3, 3.4 and 3.6.Methods Human capital approach is used to monetarily value DALY lost from 293 causes in 2017. The monetary value of DALY lost in 2017 from each cause is equal to the Mauritius net gross domestic product (GDP) per capita multiplied by the number of DALY lost from a specific cause. The percentage reductions implied in the five SDG3 targets were used in the projections of the monetary values of DALY expected in 2030. The potential savings equals monetary value of DALY lost in 2017 minus monetary value of DALY expected in 2030. The DALY data was obtained from the Institute of Health Metrics and Evaluation Global Burden of Disease Study 2017 database; the current health expenditure per capita data was from the WHO Global Health Expenditure Database; and the per capita GDP data was obtained from the IMF outlook database.Results The DALY lost in 2017 had a total monetary value of Int$9,564,741,771. Of which, 82.9% resulted from non-communicable diseases; 10.2% from communicable, maternal, neonatal and nutritional diseases; and 6.9% from injuries. Full attainment of the five SDG 3 targets would avert DALY losses with a value of Int$2,986,241,156.Conclusions Diseases and injuries causes a significant DALY lost per year with a substantive monetary value. Full achievement of the SDG3 targets 3.1, 3.2, 3.3, 3.4 and 3.6 might potentially save the country about 9.351% of the total GDP of Mauritius in 2019. In order to achieve such savings, the country require to further strengthen the national health system, the other systems that tackle social determinants of health, and the national health research system.

scholarly journals Estimating Disability-Adjusted Life Years due to Tuberculosis in Korea through to the Year 2040

2020 ◽  
Vol 17 (16) ◽  
pp. 5960
Author(s):  
Su Yeon Jang ◽  
Moon Jung Kim ◽  
Hyeon-Kyoung Cheong ◽  
In-Hwan Oh
Keyword(s):  
Current Trend ◽  
The Elderly ◽  
Incidence Rates ◽  
Years Of Life Lost ◽  
Disability Adjusted Life Years ◽  
Korean Society ◽  
Disability Adjusted Life ◽  
Life Years ◽  
Insurance Claims Data ◽  
Health Insurance Claims Data

Despite efforts to reduce its incidence, tuberculosis continues to burden the rapidly aging Korean society. This study aimed to investigate the current trend of tuberculosis burden in Korea and its projections to 2040. We used National Health Insurance claims data to calculate the disability-adjusted life years due to tuberculosis in Korea. Disability-adjusted life years were measured by summing the years of life lost and the years lived with disability using an incidence-based approach. We modeled the incidence rates using a time-series model for the projection of disability-adjusted life years accrued from 2020 to 2040. The total disability-adjusted life years due to tuberculosis were 69, 64, 59, and 49 disability-adjusted life years/100,000 population in 2014, 2015, 2016, and 2017, respectively. In both sexes, disability-adjusted life years were the highest in those aged ≥80 years. Projected disability-adjusted life years showed a descending trend from 38 disability-adjusted life years/100,000 in 2020, to 14 disability-adjusted life years/100,000 in 2040. Conversely, the projected disability-adjusted life years increased among females aged ≥80 years. Although the tuberculosis burden in Korea is decreasing, a high burden remains among the elderly. Therefore, interventions targeting those vulnerable are required.

scholarly journals Comparing the direct human impact of natural disasters for two cases in 2011: The Christchurch earthquake and the Bangkok flood

2021 ◽  
Author(s):  
Ilan Noy
Keyword(s):  
New Zealand ◽  
Natural Disasters ◽  
World Health ◽  
Disability Adjusted Life Years ◽  
Catastrophic Events ◽  
Disability Adjusted Life ◽  
Life Years ◽  
The World ◽  
Per Capita ◽  
Burden Of Diseases

The standard way in which disaster damages are measured involves examining separately the number of fatalities, of injuries, of people otherwise affected, and the financial damage that natural disasters cause. Here, we implement a novel way to aggregate these separate measures of disaster impact and apply it to two catastrophic events from 2011: the Christchurch (New Zealand) earthquakes and the Greater Bangkok (Thailand) flood. This new measure, which is similar to the World Health Organization's calculation of Disability Adjusted Life Years (DALYs) lost due to the burden of diseases and injuries, is described in detail in Noy [7]. It allows us to conclude that New Zealand lost 180 thousand lifeyears as a result of the 2011 events, and Thailand lost 2644 thousand lifeyears. In per capita terms, the loss is similar, with both countries losing about 15 days per person due to the 2011 catastrophic events in these two countries. © This manuscript version is made available under the CC-BY-NC-ND 4.0 license https://creativecommons.org/licenses/by-nc-nd/4.0/

scholarly journals The estimated disease burden of acute COVID-19 in the Netherlands in 2020, in disability-adjusted life-years

2021 ◽  
Author(s):  
Scott A. McDonald ◽  
Giske R. Lagerweij ◽  
Pieter de Boer ◽  
Hester E. de Melker ◽  
Roan Pijnacker ◽  
...  
Keyword(s):  
Public Health ◽  
The Netherlands ◽  
Disease Burden ◽  
Years Of Life Lost ◽  
Age Group ◽  
Disability Adjusted Life Years ◽  
Health Burden ◽  
Disability Adjusted Life ◽  
Life Years ◽  
Per Capita

Abstract Background. The impact of the COVID-19 pandemic on population health is recognised as being substantial, yet few studies have attempted to quantify to what extent infection causes mild or moderate symptoms only, requires hospital and/or intensive care unit (ICU) admission, results in prolonged and chronic illness, or leads to premature death. Our objectives were to quantify the total disease burden of acute COVID-19 in the Netherlands in 2020 using the disability-adjusted life-years (DALY) measure, and to investigate how disease burden varies between age-groups and occupation categories.Methods. Using standard methods and diverse data sources (registered COVID-19 deaths, hospital and ICU admissions, population-level seroprevalence, mandatory notifications, and the literature) , we estimated the total years of life lost (YLL), years lived with disability (YLD), DALY and DALY per 100,000 population due to COVID-19, excluding its post-acute sequelae, and additionally stratified by 5-year age-group and occupation.Results. The total disease burden in the Netherlands in 2020 due to acute COVID-19 was 273,500 (95% CI: 268,500–278,800) DALY, and the per-capita burden was 1570 (95% CI: 1540–1600) DALY/100,000, of which 99.4% consisted of YLL. The per-capita burden increased steeply with age, starting from the 60-64 years age-group. The per-capita burden by occupation category was highest for healthcare workers and lowest for the catering sector.Conclusions. SARS-CoV-2 infection and associated premature mortality was responsible for a considerable direct health burden in the Netherlands, despite extensive public health measures. Total DALY were much higher than for other high-burden infectious diseases, but lower than the estimated annual burden from coronary heart disease. These findings are valuable for informing public health decision-makers regarding the expected health burden due to COVID-19 among subgroups of the population, and the possible gains from targeted preventative interventions.

scholarly journals Burden of Stroke in Europe

Stroke ◽  
2020 ◽  
Vol 51 (8) ◽  
pp. 2418-2427 ◽  
Author(s):  
Hatem A. Wafa ◽  
Charles D.A. Wolfe ◽  
Eva Emmett ◽  
Gregory A. Roth ◽  
Catherine O. Johnson ◽  
...  
Keyword(s):  
European Union ◽  
Gross Domestic Product ◽  
Percentage Change ◽  
Annual Percentage Change ◽  
The European Union ◽  
Disability Adjusted Life Years ◽  
Disability Adjusted Life ◽  
Life Years ◽  
Life Years Lost ◽  
Per Capita

Background and purpose: Prediction of stroke impact provides essential information for healthcare planning and priority setting. We aim to estimate 30-year projections of stroke epidemiology in the European Union using multiple modeling approaches. Methods: Data on stroke incidence, prevalence, deaths, and disability-adjusted life years in the European Union between 1990 and 2017 were obtained from the global burden of disease study. Their trends over time were modeled using 3 modeling strategies: linear, Poisson, and exponential regressions―adjusted for the gross domestic product per capita, which reflects the impact of economic development on health status. We used the Akaike information criterion for model selection. The 30-year projections up to 2047 were estimated using the best fitting models, with inputs on population projections from the United Nations and gross domestic product per capita prospects from the World Bank. The technique was applied separately by age-sex-country groups for each stroke measure. Results: In 2017, there were 1.12 million incident strokes in the European Union, 9.53 million stroke survivors, 0.46 million deaths, and 7.06 million disability-adjusted life years lost because of stroke. By 2047, we estimated an additional 40 000 incident strokes (+3%) and 2.58 million prevalent cases (+27%). Conversely, 80 000 fewer deaths (–17%) and 2.31 million fewer disability-adjusted life years lost (–33%) are projected. The largest increase in the age-adjusted incidence and prevalence rates are expected in Lithuania (average annual percentage change, 0.48% and 0.7% respectively), and the greatest reductions in Portugal (–1.57% and –1.3%). Average annual percentage change in mortality rates will range from −2.86% (Estonia) to −0.08% (Lithuania), and disability-adjusted life years’ from −2.77% (Estonia) to −0.23% (Romania). Conclusions: The number of people living with stroke is estimated to increase by 27% between 2017 and 2047 in the European Union, mainly because of population ageing and improved survival rates. Variations are expected to persist between countries showing opportunities for improvements in prevention and case management particularly in Eastern Europe.

scholarly journals Comparing the direct human impact of natural disasters for two cases in 2011: The Christchurch earthquake and the Bangkok flood

2021 ◽  
Author(s):  
Ilan Noy
Keyword(s):  
New Zealand ◽  
Natural Disasters ◽  
World Health ◽  
Disability Adjusted Life Years ◽  
Catastrophic Events ◽  
Disability Adjusted Life ◽  
Life Years ◽  
The World ◽  
Per Capita ◽  
Burden Of Diseases

The standard way in which disaster damages are measured involves examining separately the number of fatalities, of injuries, of people otherwise affected, and the financial damage that natural disasters cause. Here, we implement a novel way to aggregate these separate measures of disaster impact and apply it to two catastrophic events from 2011: the Christchurch (New Zealand) earthquakes and the Greater Bangkok (Thailand) flood. This new measure, which is similar to the World Health Organization's calculation of Disability Adjusted Life Years (DALYs) lost due to the burden of diseases and injuries, is described in detail in Noy [7]. It allows us to conclude that New Zealand lost 180 thousand lifeyears as a result of the 2011 events, and Thailand lost 2644 thousand lifeyears. In per capita terms, the loss is similar, with both countries losing about 15 days per person due to the 2011 catastrophic events in these two countries. © This manuscript version is made available under the CC-BY-NC-ND 4.0 license https://creativecommons.org/licenses/by-nc-nd/4.0/

scholarly journals Doença cerebrovascular no Brasil de 1990 a 2015: Global Burden of Disease 2015

2017 ◽  
Vol 20 (suppl 1) ◽  
pp. 129-141 ◽  
Author(s):  
Paulo Andrade Lotufo ◽  
Alessandra Carvalho Goulart ◽  
Valéria Maria de Azeredo Passos ◽  
Fabio Mitsuhiro Satake ◽  
Maria de Fátima Marinho de Souza ◽  
...  
Keyword(s):  
Burden Of Disease ◽  
Global Burden Of Disease ◽  
Global Burden ◽  
Years Of Life Lost ◽  
Disability Adjusted Life Years ◽  
Disability Adjusted Life ◽  
Life Years ◽  
Per Capita ◽  
Global Burden Of Diseases ◽  
Burden Of Diseases

RESUMO: Objetivo: Verificar as tendências temporais das taxas de mortalidade, dos anos de vida perdidos (years of life lost - YLL) e dos anos de vida perdidos devido à incapacidade (years lost due to disability - YLD) motivadas pela doença cerebrovascular no Brasil entre 1990 e 2015. Métodos: Utilizou-se as informações do Global Burden of Diseases 2015 (GBD 2015) para analisar a magnitude e as tendências das taxas de mortalidade e dos anos de vida ajustados por incapacidade (DALY - disability-adjusted life years) nas 27 unidades da Federação, entre 1990 e 2015, pela doença cerebrovascular (CID-10: I-60-69). Os estados brasileiros foram analisados pelo índice de desenvolvimento social (IDS), composto por renda per capita, proporção de escolaridade formal aos 15 anos e taxa de fecundidade. Resultados: Apesar do aumento do número absoluto de mortes pela doença cerebrovascular, a proporção de mortes abaixo dos 70 anos de idade reduziu pela metade entre 1990 e 2015. A aceleração da queda foi maior entre as mulheres, e mais acentuada no período de 1990 e 2005 do que de 2005 a 2015. O risco de morte reduziu-se à metade em todo o país; porém, os estados no tercil inferior tiveram reduções menos expressivas para homens e mulheres (respectivamente, -1,23 e -1,84% ao ano), comparados aos no tercil médio (-1,94 e -2,22%) e no tercil superior (-2,85 e -2,82%). Os anos perdidos por incapacidade também apresentam redução entre os estados, mas de forma menos expressiva. Conclusão: Apesar da redução das taxas ajustadas por idade em todo o país, a doença cerebrovascular ainda apresenta alta carga de doença, principalmente nos estados com menor desenvolvimento socioeconômico.

scholarly journals Mortality, morbidity and economic growth

PLoS ONE ◽  
2021 ◽  
Vol 16 (5) ◽  
pp. e0251424
Author(s):  
Lorenzo Rocco ◽  
Elena Fumagalli ◽  
Andrew J. Mirelman ◽  
Marc Suhrcke
Keyword(s):  
Economic Growth ◽  
Health Impact ◽  
Gdp Growth ◽  
Disability Adjusted Life Years ◽  
Recent Period ◽  
Per Capita Gdp ◽  
Point Estimates ◽  
Disability Adjusted Life ◽  
Life Years ◽  
Per Capita

The question of whether and how changes to population health impact on economic growth has been actively studied in the literature, albeit with mixed results. We contribute to this debate by reassessing–and extending–[1], one of the most influential studies. We include a larger set of countries (135) and cover a more recent period (1990–2014). We also account for morbidity in addition to mortality and adopt the strategy of providing bounding sets for the effects of interest rather than point estimates. We find that reducing mortality and disability adjusted life years (DALYs), a measure which combines morbidity and mortality, promotes per capita GDP growth. The magnitude of the effect is moderate, but non negligible, and it is similar for mortality and DALYs.

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