scholarly journals Estimation of the economic burden of COVID-19 using disability-adjusted life years (DALYs) and productivity losses in Kerala, India: a model-based analysis

BMJ Open ◽  
2021 ◽  
Vol 11 (8) ◽  
pp. e049619
Author(s):  
Denny John ◽  
M S Narassima ◽  
Jaideep Menon ◽  
Jammy Guru Rajesh ◽  
Amitava Banerjee
Keyword(s):  
Economic Burden ◽  
Premature Mortality ◽  
Secondary Outcome ◽  
Years Of Life Lost ◽  
Disability Adjusted Life Years ◽  
Model Based ◽  
Disability Adjusted Life ◽  
Life Years ◽  
The Impact ◽  
Model Based Analysis

ObjectivesFrom the beginning of the COVID-19 pandemic, clinical practice and research globally have centred on the prevention of transmission and treatment of the disease. The pandemic has had a huge impact on the economy and stressed healthcare systems worldwide. The present study estimates disability-adjusted life years (DALYs), years of potential productive life lost (YPPLL) and cost of productivity lost (CPL) due to premature mortality and absenteeism secondary to COVID-19 in the state of Kerala, India.SettingDetails on sociodemographics, incidence, death, quarantine, recovery time, etc were derived from public sources and the Collective for Open Data Distribution-Keralam. The working proportion for 5-year age–gender cohorts and the corresponding life expectancy were obtained from the 2011 Census of India.Primary and secondary outcome measuresThe impact of the disease was computed through model-based analysis on various age–gender cohorts. Sensitivity analysis was conducted by adjusting six variables across 21 scenarios. We present two estimates, one until 15 November 2020 and later updated to 10 June 2021.ResultsSeverity of infection and mortality were higher among the older cohorts, with men being more susceptible than women in most subgroups. DALYs for males and females were 15 954.5 and 8638.4 until 15 November 2020, and 83 853.0 and 56 628.3 until 10 June 2021. The corresponding YPPLL were 1323.57 and 612.31 until 15 November 2020, and 6993.04 and 3811.57 until 10 June 2021, and the CPL (premature mortality) were 263 780 579.94 and 41 836 001.82 until 15 November 2020, and 1 419 557 903.76 and 278 275 495.29 until 10 June 2021.ConclusionsMost of the COVID-19 burden was contributed by years of life lost. Losses due to YPPLL were reduced as the impact of COVID-19 infection was lesser among the productive cohorts. The CPL values for individuals aged 40–49 years old were the highest. These estimates provide the data necessary for policymakers to work on reducing the economic burden of COVID-19 in Kerala.

scholarly journals Estimation of the economic burden of COVID-19 using Disability-Adjusted Life Years (DALYs) and Productivity Losses in Kerala, India: A model based analysis

2021 ◽  
Author(s):  
Denny John ◽  
M.S. Narassima ◽  
Jaideep C Menon ◽  
Guru Rajesh Jammy ◽  
Amitava Banerjee
Keyword(s):  
Economic Burden ◽  
Premature Mortality ◽  
Secondary Outcome ◽  
Disability Adjusted Life Years ◽  
Model Based ◽  
Disability Adjusted Life ◽  
Life Years ◽  
Kerala State ◽  
The Impact ◽  
Model Based Analysis

Abstract Objectives: From the beginning of the COVID-19 pandemic, clinical practice and research, globally, have centered on the prevention of transmission and treatment of the disease. The pandemic has had a huge impact on the economy and stressed the healthcare systems worldwide. The present study estimates Disability-Adjusted Life Years (DALYs), Years of Potential Productive Life Lost (YPPLL), and Cost of Productivity Lost (CPL) due to premature mortality and absenteeism, secondary to COVID-19 in Kerala state, India. Setting: Details on sociodemography, incidence, death, quarantine, recovery time, etc were derived from public sources and CODD-K for Kerala. The working proportion for 5-year age-gender cohorts and corresponding life expectancy were obtained from the Census of India 2011. Primary and secondary outcome measures: The impact of disease was computed through model based analysis on various age-gender cohorts. Sensitivity Analysis has been conducted by adjusting six variables across 21 scenarios. We present two estimates, one till November 15, 2020, and later updated till June 10, 2021. Results: Severity of infection and mortality were higher among the older cohorts, with males being more susceptible than females in most sub-groups. The DALYs for males and females were 15954.5 and 8638.4 till November 15, 2020, and 83853.0 and 56628.3 till June 10, 2021. The corresponding YPPLL were 1323.57 and 612.31 till November 15, 2020, and 6993.04 and 3811.57 till June 10, 2021 and CPL (premature mortality) were 263780579.94 and 41836001.82 till November 15, 2020, and 1419557903.76 and 278275495.29 till June 10, 2021. Conclusions: Most of the COVID-19 disease burden was contributed by YLL. Losses due to YPPLL were reduced as the impact of COVID-19 infection was lesser among productive cohorts. CPL values for 40-49 year-olds were the highest. These estimates provide the data necessary for policymakers to work on, to reduce the economic burden of COVID-19 in Kerala.Article summaryStrengths and limitations of this study- The first study to characterize the economic burden caused by COVID-19 in Kerala state using DALYs, YPPLL, and CPL- Use of public sourced data for analysis and presentation of results- Exclusion of incidence of case post August 20, 2020, due to unavailability of data could lead to an underestimation of DALYs- Psychological impacts of the mitigation strategies (e.g., lockdown, travel restrictions, etc.) that could increase mortality were not included in the scope- Unpaid work and presenteeism data, and data on post-recovery illness and long-term effects of COVID-19 have not been considered.

scholarly journals Estimation of the economic burden of COVID-19 using Disability-Adjusted Life Years (DALYs) and Productivity Losses in Kerala, India

2021 ◽  
Author(s):  
Denny John ◽  
Narassima MS ◽  
Jaideep C Menon ◽  
Guru Rajesh Jammy ◽  
Amitava Banerjee
Keyword(s):  
Economic Burden ◽  
Health Care Systems ◽  
Premature Mortality ◽  
Secondary Outcome ◽  
Disability Adjusted Life Years ◽  
Disability Adjusted Life ◽  
Life Years ◽  
Care Systems ◽  
Males And Females ◽  
The Impact

Abstract Objectives: From the beginning of the COVID-19 pandemic, clinical practice and research, globally, have centered on the prevention of transmission and treatment of the disease. The pandemic has had a huge impact on the economy and stressed the health care systems worldwide. The present study estimates Disability-Adjusted Life Years (DALYs), Years of Potential Productive Life Lost (YPPLL), and Cost of Productivity Lost (CPL) due to premature mortality and absenteeism, secondary to COVID-19 in Kerala state, India. Setting: Details on sociodemography, incidence, death, quarantine, recovery time, etc were derived from public sources and CODD-K for Kerala. The working proportion for 5-year age-gender cohorts and corresponding life expectancy were obtained from the Census of India 2011. Primary and secondary outcome measures: The impact of disease on various age-gender cohorts have been analyzed. Sensitivity Analysis has been conducted by adjusting six variables across 21 scenarios. In addition, the estimates have been updated till June 10, 2021. Results: Severity of infection and mortality were higher among the older cohorts, with males being more susceptible than females in most sub-groups. The DALYs for males and females were 15954.5 and 8638.4 till November 15, 2020, and 83853.0 and 56628.3 till June 10, 2021. The corresponding YPPLL were 1323.57 and 612.31 till November 15, 2020, and 6993.04 and 3811.57 till June 10, 2021. CPL (premature mortality) for males and females were 263780579.94 and 41836001.82 till November 15, 2020, and 1419557903.76 and 278275495.29 till June 10, 2021. Conclusions: Most of the COVID-19 disease burden was contributed by YLL. Losses due to YPPLL were reduced as the impact of COVID-19 infection was relatively lesser among productive cohorts. CPL values for 40-49 year-olds were the highest. . These estimates provide the figures and data necessary to policymakers to work on, in order to reduce the economic burden of COVID-19 in Kerala.

scholarly journals Estimation of economic burden of COVID-19 using Disability-Adjusted Life Years (DALYs) and Productivity Losses in Kerala state, India

2021 ◽  
Author(s):  
Denny John ◽  
Narassima MS ◽  
Jaideep C Menon ◽  
Guru Rajesh Jammy ◽  
Amitava Banerjee
Keyword(s):  
Economic Burden ◽  
Age Groups ◽  
Premature Mortality ◽  
Baseline Scenario ◽  
Disability Adjusted Life Years ◽  
Male And Female ◽  
Disability Adjusted Life ◽  
Life Years ◽  
Kerala State ◽  
The Impact

Abstract Background: From the beginning of the COVID-19 pandemic, clinical practice and research, globally, have centered on prevention of transmission and treatment of the disease. The pandemic has had a huge impact on the global economy and stressed the health care systems worldwide.Methods: The present study estimates Disability-Adjusted Life Years (DALYs), Years of Potential Productive Life Lost (YPPLL) and Cost of Productivity Lost (CPL) due to premature mortality and absenteeism, secondary to COVID-19 in Kerala state, India. Details on sociodemography, incidence, death, quarantine, per capita income etc were dervived from various public sources. 5-year age-gender population, working population in each age-gender cohort and corresponding life expectancies were obtained from Census of India 2011. Data on incidence and recovery time were dervied from CODD-K. Details of deaths were extracted from government sources and CODD-K. The impact of disease on various age-gender cohorts has been analyzed. Sensitivity Analysis has been conducted by adjusting six variables with a total of 21 scenarios.Results: Severity of infection and mortality were higher among older sub-group of patients, and male were more susceptible than female in most of the age groups. DALYs for the baseline scenario was 15,924.24 and 8,669.32 for male and female respectively. Total YPPLL for male and female cohorts were estimated to be 1323.57 and 612.31 respectively. People of 40-49 years age constituted 51.34% and 41.76% of the total CPL values (for premature mortality) of males and females respectively.Conclusion: Most of the disease burden from COVID-19 was contributed by YLL. Losses due to YPPLL was reduced as the impact of COVID-19 infection was relatively lesser among the productive age groups. CPL values for people aged from 40-49 years were the highest. These estimates put emphasis that the decision-makers should focus and make efforts on reducing the economic burden for the longer impact of COVID-19 in Kerala state.

scholarly journals Disability-adjusted Life Years for respiratory syncytial virus in children under 2 years

2020 ◽  
Author(s):  
jefferson buendia ◽  
Fernando Polack ◽  
Juana Patricia Sanchez Villamil
Keyword(s):  
Respiratory Syncytial Virus ◽  
Statistical Parameter ◽  
Epidemiological Surveillance ◽  
Years Of Life Lost ◽  
Disability Adjusted Life Years ◽  
Disability Adjusted Life ◽  
Life Years ◽  
Rsv Infection ◽  
Syncytial Virus ◽  
The Impact

Abstract BACKGROUND: Respiratory syncytial virus infection is the leading cause of bronchiolitis in Colombia. There is growing evidence about the impact of Respiratory syncytial virus on society in terms of years of life lost due to this condition. The objective of the present study is to determine the Disability-Adjusted Life Years for respiratory syncytial virus in children under 2 years in ColombiaMETHODS: Data from the national epidemiological surveillance system were used to estimate DALYs, calculated from the sum of years of life lost and years lived with disability due to RSV infection in Colombia. A bootstrapped method with 10000 iterations was used to estimate each statistical parameter using the package DALY calculator in R. RESULTS: In 2019, 260 873 years of life (CI95% 208 180- 347 023) were lost due to RSV bronchiolitis in Colombian children under 2 years. The estimated rate was 20 DALYs / 1000 person-year (95% CI 16 – 27).CONCLUSION: This is the first report estimating the impact of RSV bronchiolitis morbidity and mortality in Colombia. The findings of the present study suggest that the actual burden and cost of bronchiolitis due to RSV is high. Prevention strategies, such as RSV vaccination, to reduce morbidity associated with RSV infection should be encouraged in our country.

scholarly journals Impact of the Burden of COVID-19 in Italy: Results of Disability-Adjusted Life Years (DALYs) and Productivity Loss

2020 ◽  
Vol 17 (12) ◽  
pp. 4233 ◽  
Author(s):  
Mario Cesare Nurchis ◽  
Domenico Pascucci ◽  
Martina Sapienza ◽  
Leonardo Villani ◽  
Floriana D’Ambrosio ◽  
...  
Keyword(s):  
Productivity Loss ◽  
Premature Mortality ◽  
Direct Costs ◽  
Years Of Life Lost ◽  
The Novel ◽  
Disability Adjusted Life Years ◽  
Disability Adjusted Life ◽  
Life Years ◽  
The Government ◽  
Novel Coronavirus

The WHO declared the novel coronavirus disease a pandemic, with severe consequences for health and global economic activity and Italy is one of the hardest hit countries. This study aims to assess the socio-economic burden of COVID-19 pandemic in Italy through the estimation of Disability-Adjusted Life Years (DALYs) and productivity loss. The observational study was based on data from official governmental sources collected since the inception of epidemic until 28 April 2020. DALYs for a disease combines the years of life lost due to premature mortality in the population and the years lost due to disability of the disease. In addition to DALYs, temporary productivity loss due to absenteeism from work and permanent productivity loss due to premature mortality were estimated using the Human Capital Approach. The total DALYs amount to 2.01 per 1000 persons. The total permanent productivity loss was around EUR 300 million while the temporary productivity loss was around EUR 100 million. This evaluation does not consider other economic aspects related to lockdown, quarantine of contacts, healthcare direct costs etc. The burden of disease methodology is functional metric for steering choices of health policy and allowing the government to be accountable for the utilization of resources.

scholarly journals Impact of COVID-19 Attributable Deaths on Longevity, Premature Mortality and DALY: Estimates of USA, Italy, Sweden and Germany

2020 ◽  
Author(s):  
Sanjay K Mohanty ◽  
Manisha Dubey ◽  
Udaya S Mishra ◽  
Umakanta Sahoo
Keyword(s):  
Life Expectancy ◽  
Premature Mortality ◽  
Actual Number ◽  
Disability Adjusted Life Years ◽  
Disability Adjusted Life ◽  
Life Years ◽  
Control And Prevention ◽  
The Usa ◽  
The Impact ◽  
United Nation

AbstractIn a short span of four months, the COVID-19 pandemic has added over 0.4 million deaths worldwide, which are untimely, premature and unwarranted. The USA, Italy, Germany and Sweden are four worst affected countries, accounting to over 40% of COVID-19 deaths globally. The main objective of this study is to examine the impact of COVID-19 attributable deaths on longevity, years of potential life lost (YPLL) and disability adjusted life years (DALY) in USA, Italy, Germany and Sweden. Data from United Nation Population Projection, Statista and centre for disease control and prevention were used in the analyses. Life expectancy, YPLL and DALY were estimated under four scenarios; no COVID-19 deaths, actual number of COVID-19 death as of 22nd May, 2020 and anticipating COVID-19 death share of 6% and 10% respectively. The COVID-19 attributable deaths have lowered the life expectancy by 0.4 years each in USA and Sweden, 0.5 years in Italy and 0.1 years in Germany. The loss of YPLL was 1.5, 0.5, 0.1 and 0.5 million in USA, Italy, Germany and Sweden respectively. The DALY (per 1000 population) due to COVID-19 was 4 in USA, 6 in Italy, 1 each in Germany and Sweden. Compression in life expectancy and increase in YPLL and DALY may intensify further if death continues to soar. COVID-19 has a marked impact on mortality. Reduction in longevity premature mortality and loss of DALY is higher among elderly.

scholarly journals Estimation of economic burden of COVID-19 using Disability-Adjusted Life Years (DALYs) and Productivity Losses in Kerala state, India

2020 ◽  
Author(s):  
Denny John ◽  
Narassima MS ◽  
Jaideep C Menon ◽  
Guru Rajesh Jammy
Keyword(s):  
Global Economy ◽  
Age Groups ◽  
Premature Mortality ◽  
Baseline Scenario ◽  
Disability Adjusted Life Years ◽  
Disability Adjusted Life ◽  
Life Years ◽  
Males And Females ◽  
Kerala State ◽  
The Impact

Abstract Background: The COVID-19 pandemic has had a huge impact on the global economy and stressed the health care systems worldwide. Measuring the burden of disease on health and economy is essential for system preparedness by way of allocation of funds and human resources.Methods: The present study estimates Disability-Adjusted Life Years (DALYs), Years of Potential Productive Life Lost (YPPLL) and Cost of Productivity Lost (CPL) due to premature mortality and absenteeism, secondary to COVID-19 in Kerala state, India. The impact of disease on various age-gender cohorts has been analyzed. Sensitivity Analysis has been conducted by adjusting six variables with a total of 21 scenarios. Results: Severity of infection and mortality were higher among older sub-group of patients, and male were more susceptible than female in most of the age groups. DALY for the baseline scenario was 15,924.24 and 8,669.32 for males and females respectively. The CPL due to premature mortality was 26,80,36,179 and 42,510,946 for males and females respectively. Conclusion: People aged more than 50 were disproportionately affected by the disease, with presence of comorbidities further raising vulnerability.

scholarly journals Cancers Attributable to Obesity in Indonesia: A Prevalence Based Study Using Disability Adjusted Life Years

2018 ◽  
Vol 10 (8) ◽  
pp. 21
Author(s):  
Galih Wulandari ◽  
Susi Kristina
Keyword(s):  
Colorectal Cancer ◽  
Pancreatic Cancer ◽  
Relative Risk ◽  
Kidney Cancer ◽  
Years Of Life Lost ◽  
Disability Adjusted Life Years ◽  
Female Population ◽  
Disability Adjusted Life ◽  
Life Years ◽  
The Impact

The prevalence of obesity in the world has nearly tripled since 1975. Obesity clearly known as risk factor for various diseases, including many types of cancer. This study aims to determine the obesity attributable fraction (OAF) of seven cancers based on the relative risk of esophageal cancer, colorectal, pancreatic, endometrial, ovarian, prostate and kidney cancer and also to estimate the burden of cancer caused by obesity with disability adjusted life years (DALY) indicator. This study is a descriptive epidemiological study with prevalence-based method, which the prevalence data obtained from Indonesian National Health Insurance (BPJS) 2016. The OAF is calculated by combining both data of obesity prevalence and relative risk and the DALY indicator is calculated as the sum of years of life lost due to premature mortality (YLL) and the equivalent healthy years lost due to disability (YLD). Based on OAF calculation, three highest proportions OAF in men were in colorectal cancer (6.02%), kidney (4.91%) and pancreatic cancer (4.55%), while in women were from kidney cancer (13.92%), endometrial (12.63%) and colorectal cancer (7.49%). Meanwhile the burden priorities of cancer by obesity in Indonesia were come from colon cancer (23,051), ovarian cancer (21.911), and pancreatic cancer (4,564). Burden of cancer attributable to obesity in Indonesia mostly related to digestive organ and high prevalence in female population. It is the impact of life changes and less activity due to globalization. All cancers attributable to obesity should be considered and have to controlled by the government through health programs and policies.

scholarly journals Disability-adjusted Life Years for respiratory syncytial virus in Colombian children.

2020 ◽  
Author(s):  
jefferson buendia ◽  
Fernando Polack ◽  
Juana Patricia Sanchez Villamil
Keyword(s):  
Respiratory Syncytial Virus ◽  
Statistical Parameter ◽  
Epidemiological Surveillance ◽  
Years Of Life Lost ◽  
Disability Adjusted Life Years ◽  
Disability Adjusted Life ◽  
Life Years ◽  
Rsv Infection ◽  
Syncytial Virus ◽  
The Impact

Abstract BACKGROUND Respiratory syncytial virus infection is the leading cause of bronchiolitis worldwide. However, little is known about the real impact of bronchiolitis on society in terms of years of life lost due to this condition. The objective of the present study is to determine the Disability-Adjusted Life Years (1) in ColombiaMETHODS Data from the national epidemiological surveillance system were used to estimate DALYs, calculated from the sum of years of life lost and years lived with disability due to RSV infection in Colombia. A bootstrapped method with 10000 iterations was used to estimate each statistical parameter using the package DALY calculator in R.RESULTS In 2019, 260 873 years of life (IC 95% 208 180–347 023) were lost due to RSV bronchiolitis in Colombian children under 2 years. The estimated rate was 20 DALYs / 1000 person-year (95% CI 16–27).CONCLUSION This is the first report estimating the impact of RSV bronchiolitis morbidity and mortality in Colombia. The findings of the present study suggest that the actual burden and cost of bronchiolitis due to RSV is high. Prevention strategies to reduce morbidity associated with RSV infection should be encouraged in our country.

scholarly journals Disability-adjusted Life Years for respiratory syncytial virus in children under 2 years

2020 ◽  
Author(s):  
Juana Patricia Sanchez Villamil ◽  
Fernando Polack ◽  
jefferson buendia
Keyword(s):  
Respiratory Syncytial Virus ◽  
Statistical Parameter ◽  
Epidemiological Surveillance ◽  
Years Of Life Lost ◽  
Disability Adjusted Life Years ◽  
Disability Adjusted Life ◽  
Life Years ◽  
Rsv Infection ◽  
Syncytial Virus ◽  
The Impact

Abstract BACKGROUND : Respiratory syncytial virus infection is the leading cause of bronchiolitis in Colombia. There is growing evidence about the impact of Respiratory syncytial virus on society in terms of years of life lost due to this condition. The objective of the present study is to determine the Disability-Adjusted Life Years for respiratory syncytial virus in children under 2 years in Colombia METHODS : Data from the national epidemiological surveillance system were used to estimate DALYs, calculated from the sum of years of life lost and years lived with disability due to RSV infection in Colombia. A bootstrapped method with 10000 iterations was used to estimate each statistical parameter using the package DALY calculator in R. RESULTS : In 2019, 260 873 years of life (CI95% 208 180- 347 023) were lost due to RSV bronchiolitis in Colombian children under 2 years. The estimated rate was 20 DALYs / 1000 person-year (95% CI 16 – 27). CONCLUSION : This is the first report estimating the impact of RSV bronchiolitis morbidity and mortality in Colombia. The findings of the present study suggest that the actual burden and cost of bronchiolitis due to RSV is high. Prevention strategies, such as RSV vaccination, to reduce morbidity associated with RSV infection should be encouraged in our country.

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