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The number of privately treated tuberculosis cases in India: an estimation from drug sales data
BACKGROUND: Understanding the amount of tuberculosis managed by the private sector in India is crucial to understanding the true burden of the disease in the country, and thus globally. In the absence of quality surveillance data on privately treated patients, commercial drug sales data offer an emp...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier Science ;, The Lancet Pub. Group
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5067370/ https://www.ncbi.nlm.nih.gov/pubmed/27568356 http://dx.doi.org/10.1016/S1473-3099(16)30259-6 |
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author | Arinaminpathy, Nimalan Batra, Deepak Khaparde, Sunil Vualnam, Thongsuanmung Maheshwari, Nilesh Sharma, Lokesh Nair, Sreenivas A Dewan, Puneet |
author_facet | Arinaminpathy, Nimalan Batra, Deepak Khaparde, Sunil Vualnam, Thongsuanmung Maheshwari, Nilesh Sharma, Lokesh Nair, Sreenivas A Dewan, Puneet |
author_sort | Arinaminpathy, Nimalan |
collection | PubMed |
description | BACKGROUND: Understanding the amount of tuberculosis managed by the private sector in India is crucial to understanding the true burden of the disease in the country, and thus globally. In the absence of quality surveillance data on privately treated patients, commercial drug sales data offer an empirical foundation for disease burden estimation. METHODS: We used a large, nationally representative commercial dataset on sales of 189 anti-tuberculosis products available in India to calculate the amount of anti-tuberculosis treatment in the private sector in 2013–14. We corrected estimates using validation studies that audited prescriptions against tuberculosis diagnosis, and estimated uncertainty using Monte Carlo simulation. To address implications for numbers of patients with tuberculosis, we explored varying assumptions for average duration of tuberculosis treatment and accuracy of private diagnosis. FINDINGS: There were 17·793 million patient-months (95% credible interval 16·709 million to 19·841 million) of anti-tuberculosis treatment in the private sector in 2014, twice as many as the public sector. If 40–60% of private-sector tuberculosis diagnoses are correct, and if private-sector tuberculosis treatment lasts on average 2–6 months, this implies that 1·19–5·34 million tuberculosis cases were treated in the private sector in 2014 alone. The midpoint of these ranges yields an estimate of 2·2 million cases, two to three times higher than currently assumed. INTERPRETATION: India's private sector is treating an enormous number of patients for tuberculosis, appreciably higher than has been previously recognised. Accordingly, there is a re-doubled need to address this burden and to strengthen surveillance. Tuberculosis burden estimates in India and worldwide require revision. FUNDING: Bill & Melinda Gates Foundation. |
format | Online Article Text |
id | pubmed-5067370 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Elsevier Science ;, The Lancet Pub. Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-50673702016-11-01 The number of privately treated tuberculosis cases in India: an estimation from drug sales data Arinaminpathy, Nimalan Batra, Deepak Khaparde, Sunil Vualnam, Thongsuanmung Maheshwari, Nilesh Sharma, Lokesh Nair, Sreenivas A Dewan, Puneet Lancet Infect Dis Articles BACKGROUND: Understanding the amount of tuberculosis managed by the private sector in India is crucial to understanding the true burden of the disease in the country, and thus globally. In the absence of quality surveillance data on privately treated patients, commercial drug sales data offer an empirical foundation for disease burden estimation. METHODS: We used a large, nationally representative commercial dataset on sales of 189 anti-tuberculosis products available in India to calculate the amount of anti-tuberculosis treatment in the private sector in 2013–14. We corrected estimates using validation studies that audited prescriptions against tuberculosis diagnosis, and estimated uncertainty using Monte Carlo simulation. To address implications for numbers of patients with tuberculosis, we explored varying assumptions for average duration of tuberculosis treatment and accuracy of private diagnosis. FINDINGS: There were 17·793 million patient-months (95% credible interval 16·709 million to 19·841 million) of anti-tuberculosis treatment in the private sector in 2014, twice as many as the public sector. If 40–60% of private-sector tuberculosis diagnoses are correct, and if private-sector tuberculosis treatment lasts on average 2–6 months, this implies that 1·19–5·34 million tuberculosis cases were treated in the private sector in 2014 alone. The midpoint of these ranges yields an estimate of 2·2 million cases, two to three times higher than currently assumed. INTERPRETATION: India's private sector is treating an enormous number of patients for tuberculosis, appreciably higher than has been previously recognised. Accordingly, there is a re-doubled need to address this burden and to strengthen surveillance. Tuberculosis burden estimates in India and worldwide require revision. FUNDING: Bill & Melinda Gates Foundation. Elsevier Science ;, The Lancet Pub. Group 2016-11 /pmc/articles/PMC5067370/ /pubmed/27568356 http://dx.doi.org/10.1016/S1473-3099(16)30259-6 Text en © 2016 The Author(s). Published by Elsevier Ltd. This is an Open Access article under the CC BY license http://creativecommons.org/licenses/by/4.0/ This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Articles Arinaminpathy, Nimalan Batra, Deepak Khaparde, Sunil Vualnam, Thongsuanmung Maheshwari, Nilesh Sharma, Lokesh Nair, Sreenivas A Dewan, Puneet The number of privately treated tuberculosis cases in India: an estimation from drug sales data |
title | The number of privately treated tuberculosis cases in India: an estimation from drug sales data |
title_full | The number of privately treated tuberculosis cases in India: an estimation from drug sales data |
title_fullStr | The number of privately treated tuberculosis cases in India: an estimation from drug sales data |
title_full_unstemmed | The number of privately treated tuberculosis cases in India: an estimation from drug sales data |
title_short | The number of privately treated tuberculosis cases in India: an estimation from drug sales data |
title_sort | number of privately treated tuberculosis cases in india: an estimation from drug sales data |
topic | Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5067370/ https://www.ncbi.nlm.nih.gov/pubmed/27568356 http://dx.doi.org/10.1016/S1473-3099(16)30259-6 |
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