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Model-based estimation of burden of COVID-19 with disability-adjusted life years and value of statistical life in West Bengal, India
OBJECTIVES: The COVID-19 pandemic has posed unprecedented challenges to health systems and populations, particularly in India. Comprehensive, population-level studies of the burden of disease could inform planning, preparedness and policy, but are lacking in India. In West Bengal, India, we conducte...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9871870/ https://www.ncbi.nlm.nih.gov/pubmed/36690398 http://dx.doi.org/10.1136/bmjopen-2022-065729 |
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author | John, Denny Narassima, M S Bhattacharya, Paramita Mukherjee, Nirmalya Banerjee, Amitava Menon, Jaideep |
author_facet | John, Denny Narassima, M S Bhattacharya, Paramita Mukherjee, Nirmalya Banerjee, Amitava Menon, Jaideep |
author_sort | John, Denny |
collection | PubMed |
description | OBJECTIVES: The COVID-19 pandemic has posed unprecedented challenges to health systems and populations, particularly in India. Comprehensive, population-level studies of the burden of disease could inform planning, preparedness and policy, but are lacking in India. In West Bengal, India, we conducted a detailed analysis of the burden caused by COVID-19 from its onset to 7 January 2022. SETTING: Open-access, population-level and administrative data sets for West Bengal were used. PRIMARY AND SECONDARY OUTCOME MEASURES: Disability-adjusted life years (DALYs), years of potential productive life lost (YPPLL), cost of productivity lost (CPL: premature mortality and absenteeism), years of potential life lost (YPLL), premature years of potential life lost, working years of potential life lost (WYPLL) and value of statistical life (VSL) were estimated across scenarios (21 for DALY and 3 each for YPLL and VSL) to evaluate the effects of different factors. RESULTS: COVID-19 had a higher impact on the elderly population with 90.2% of deaths arising from people aged above 45. In males and females, respectively, DALYs were 190 568.1 and 117 310.0 years, YPPLL of the productive population was 28 714.7 and 16 355.4 years, CPL due to premature mortality was INR3 198 259 615.6 and INR583 397 335.1 and CPL due to morbidity was INR2 505 568 048.4 and INR763 720 886.1. For males and females, YPLL ranged from 189 103.2 to 272 787.5 years and 117 925.5 to 169 712.0 years for lower to higher age limits, and WYPLL was 54 333.9 and 30 942.2 years. VSL (INR million) for the lower, midpoint and upper life expectancies was 883 330.8; 882 936.4; and 880 631.3, respectively. Vaccination was associated with reduced mortality. CONCLUSIONS: The losses incurred due to COVID-19 in terms of the computed estimates in West Bengal revealed a disproportionately higher impact on the elderly and males. Analysis of various age-gender subgroups enhances localised and targeted policymaking to minimise the losses for future pandemics. |
format | Online Article Text |
id | pubmed-9871870 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-98718702023-01-24 Model-based estimation of burden of COVID-19 with disability-adjusted life years and value of statistical life in West Bengal, India John, Denny Narassima, M S Bhattacharya, Paramita Mukherjee, Nirmalya Banerjee, Amitava Menon, Jaideep BMJ Open Public Health OBJECTIVES: The COVID-19 pandemic has posed unprecedented challenges to health systems and populations, particularly in India. Comprehensive, population-level studies of the burden of disease could inform planning, preparedness and policy, but are lacking in India. In West Bengal, India, we conducted a detailed analysis of the burden caused by COVID-19 from its onset to 7 January 2022. SETTING: Open-access, population-level and administrative data sets for West Bengal were used. PRIMARY AND SECONDARY OUTCOME MEASURES: Disability-adjusted life years (DALYs), years of potential productive life lost (YPPLL), cost of productivity lost (CPL: premature mortality and absenteeism), years of potential life lost (YPLL), premature years of potential life lost, working years of potential life lost (WYPLL) and value of statistical life (VSL) were estimated across scenarios (21 for DALY and 3 each for YPLL and VSL) to evaluate the effects of different factors. RESULTS: COVID-19 had a higher impact on the elderly population with 90.2% of deaths arising from people aged above 45. In males and females, respectively, DALYs were 190 568.1 and 117 310.0 years, YPPLL of the productive population was 28 714.7 and 16 355.4 years, CPL due to premature mortality was INR3 198 259 615.6 and INR583 397 335.1 and CPL due to morbidity was INR2 505 568 048.4 and INR763 720 886.1. For males and females, YPLL ranged from 189 103.2 to 272 787.5 years and 117 925.5 to 169 712.0 years for lower to higher age limits, and WYPLL was 54 333.9 and 30 942.2 years. VSL (INR million) for the lower, midpoint and upper life expectancies was 883 330.8; 882 936.4; and 880 631.3, respectively. Vaccination was associated with reduced mortality. CONCLUSIONS: The losses incurred due to COVID-19 in terms of the computed estimates in West Bengal revealed a disproportionately higher impact on the elderly and males. Analysis of various age-gender subgroups enhances localised and targeted policymaking to minimise the losses for future pandemics. BMJ Publishing Group 2023-01-23 /pmc/articles/PMC9871870/ /pubmed/36690398 http://dx.doi.org/10.1136/bmjopen-2022-065729 Text en © Author(s) (or their employer(s)) 2023. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ. https://creativecommons.org/licenses/by-nc/4.0/This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) . |
spellingShingle | Public Health John, Denny Narassima, M S Bhattacharya, Paramita Mukherjee, Nirmalya Banerjee, Amitava Menon, Jaideep Model-based estimation of burden of COVID-19 with disability-adjusted life years and value of statistical life in West Bengal, India |
title | Model-based estimation of burden of COVID-19 with disability-adjusted life years and value of statistical life in West Bengal, India |
title_full | Model-based estimation of burden of COVID-19 with disability-adjusted life years and value of statistical life in West Bengal, India |
title_fullStr | Model-based estimation of burden of COVID-19 with disability-adjusted life years and value of statistical life in West Bengal, India |
title_full_unstemmed | Model-based estimation of burden of COVID-19 with disability-adjusted life years and value of statistical life in West Bengal, India |
title_short | Model-based estimation of burden of COVID-19 with disability-adjusted life years and value of statistical life in West Bengal, India |
title_sort | model-based estimation of burden of covid-19 with disability-adjusted life years and value of statistical life in west bengal, india |
topic | Public Health |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9871870/ https://www.ncbi.nlm.nih.gov/pubmed/36690398 http://dx.doi.org/10.1136/bmjopen-2022-065729 |
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