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Validation of the Decision model of the Burden of Hearing loss Across the Lifespan (DeciBHAL) in Chile, India, and Nigeria
BACKGROUND: There is no published decision model for informing hearing health care resource allocation across the lifespan in low- and middle-income countries. We sought to validate the Decision model of the Burden of Hearing loss Across the Lifespan International (DeciBHAL-I) in Chile, India, and N...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9234074/ https://www.ncbi.nlm.nih.gov/pubmed/35770254 http://dx.doi.org/10.1016/j.eclinm.2022.101502 |
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author | Borre, Ethan D. Ayer, Austin Der, Carolina Ibekwe, Titus Emmett, Susan D. Dixit, Siddharth Shahid, Minahil Olusanya, Bolajoko Garg, Suneela Johri, Mohini Saunders, James E. Tucci, Debara L. Wilson, Blake S. Ogbuoji, Osondu Sanders Schmidler, Gillian D. |
author_facet | Borre, Ethan D. Ayer, Austin Der, Carolina Ibekwe, Titus Emmett, Susan D. Dixit, Siddharth Shahid, Minahil Olusanya, Bolajoko Garg, Suneela Johri, Mohini Saunders, James E. Tucci, Debara L. Wilson, Blake S. Ogbuoji, Osondu Sanders Schmidler, Gillian D. |
author_sort | Borre, Ethan D. |
collection | PubMed |
description | BACKGROUND: There is no published decision model for informing hearing health care resource allocation across the lifespan in low- and middle-income countries. We sought to validate the Decision model of the Burden of Hearing loss Across the Lifespan International (DeciBHAL-I) in Chile, India, and Nigeria. METHODS: DeciBHAL-I simulates bilateral sensorineural hearing loss (SNHL) and conductive hearing loss (CHL) acquisition, SNHL progression, and hearing loss treatment. To inform model inputs, we identified setting-specific estimates including SNHL prevalence from the Global Burden of Disease (GBD) studies, acute otitis media (AOM) incidence and prevalence of otitis-media related CHL from a systematic review, and setting-specific pediatric and adult hearing aid use prevalence. We considered a coefficient of variance root mean square error (CV-RMSE) of ≤15% to indicate good model fit. FINDINGS: The model-estimated prevalence of bilateral SNHL closely matched GBD estimates, (CV-RMSEs: 3.2-7.4%). Age-specific AOM incidences from DeciBHAL-I also achieved good fit (CV-RMSEs=5.0-7.5%). Model-projected chronic suppurative otitis media prevalence (1.5% in Chile, 4.9% in India, and 3.4% in Nigeria) was consistent with setting-specific estimates, and the incidence of otitis media-related CHL was calibrated to attain adequate model fit. DeciBHAL-projected adult hearing aid use in Chile (3.2-19.7% ages 65-85 years) was within the 95% confidence intervals of published estimates. Adult hearing aid prevalence from the model in India was 1.4-2.3%, and 1.1-1.3% in Nigeria, consistent with literature-based and expert estimates. INTERPRETATION: DeciBHAL-I reasonably simulates hearing loss natural history, detection, and treatment in Chile, India, and Nigeria. Future cost-effectiveness analyses might use DeciBHAL-I to inform global hearing health policy. FUNDING: National Institutes of Health (3UL1-TR002553-03S3 and F30 DC019846). |
format | Online Article Text |
id | pubmed-9234074 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-92340742022-06-28 Validation of the Decision model of the Burden of Hearing loss Across the Lifespan (DeciBHAL) in Chile, India, and Nigeria Borre, Ethan D. Ayer, Austin Der, Carolina Ibekwe, Titus Emmett, Susan D. Dixit, Siddharth Shahid, Minahil Olusanya, Bolajoko Garg, Suneela Johri, Mohini Saunders, James E. Tucci, Debara L. Wilson, Blake S. Ogbuoji, Osondu Sanders Schmidler, Gillian D. eClinicalMedicine Articles BACKGROUND: There is no published decision model for informing hearing health care resource allocation across the lifespan in low- and middle-income countries. We sought to validate the Decision model of the Burden of Hearing loss Across the Lifespan International (DeciBHAL-I) in Chile, India, and Nigeria. METHODS: DeciBHAL-I simulates bilateral sensorineural hearing loss (SNHL) and conductive hearing loss (CHL) acquisition, SNHL progression, and hearing loss treatment. To inform model inputs, we identified setting-specific estimates including SNHL prevalence from the Global Burden of Disease (GBD) studies, acute otitis media (AOM) incidence and prevalence of otitis-media related CHL from a systematic review, and setting-specific pediatric and adult hearing aid use prevalence. We considered a coefficient of variance root mean square error (CV-RMSE) of ≤15% to indicate good model fit. FINDINGS: The model-estimated prevalence of bilateral SNHL closely matched GBD estimates, (CV-RMSEs: 3.2-7.4%). Age-specific AOM incidences from DeciBHAL-I also achieved good fit (CV-RMSEs=5.0-7.5%). Model-projected chronic suppurative otitis media prevalence (1.5% in Chile, 4.9% in India, and 3.4% in Nigeria) was consistent with setting-specific estimates, and the incidence of otitis media-related CHL was calibrated to attain adequate model fit. DeciBHAL-projected adult hearing aid use in Chile (3.2-19.7% ages 65-85 years) was within the 95% confidence intervals of published estimates. Adult hearing aid prevalence from the model in India was 1.4-2.3%, and 1.1-1.3% in Nigeria, consistent with literature-based and expert estimates. INTERPRETATION: DeciBHAL-I reasonably simulates hearing loss natural history, detection, and treatment in Chile, India, and Nigeria. Future cost-effectiveness analyses might use DeciBHAL-I to inform global hearing health policy. FUNDING: National Institutes of Health (3UL1-TR002553-03S3 and F30 DC019846). Elsevier 2022-06-17 /pmc/articles/PMC9234074/ /pubmed/35770254 http://dx.doi.org/10.1016/j.eclinm.2022.101502 Text en © 2022 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Articles Borre, Ethan D. Ayer, Austin Der, Carolina Ibekwe, Titus Emmett, Susan D. Dixit, Siddharth Shahid, Minahil Olusanya, Bolajoko Garg, Suneela Johri, Mohini Saunders, James E. Tucci, Debara L. Wilson, Blake S. Ogbuoji, Osondu Sanders Schmidler, Gillian D. Validation of the Decision model of the Burden of Hearing loss Across the Lifespan (DeciBHAL) in Chile, India, and Nigeria |
title | Validation of the Decision model of the Burden of Hearing loss Across the Lifespan (DeciBHAL) in Chile, India, and Nigeria |
title_full | Validation of the Decision model of the Burden of Hearing loss Across the Lifespan (DeciBHAL) in Chile, India, and Nigeria |
title_fullStr | Validation of the Decision model of the Burden of Hearing loss Across the Lifespan (DeciBHAL) in Chile, India, and Nigeria |
title_full_unstemmed | Validation of the Decision model of the Burden of Hearing loss Across the Lifespan (DeciBHAL) in Chile, India, and Nigeria |
title_short | Validation of the Decision model of the Burden of Hearing loss Across the Lifespan (DeciBHAL) in Chile, India, and Nigeria |
title_sort | validation of the decision model of the burden of hearing loss across the lifespan (decibhal) in chile, india, and nigeria |
topic | Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9234074/ https://www.ncbi.nlm.nih.gov/pubmed/35770254 http://dx.doi.org/10.1016/j.eclinm.2022.101502 |
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