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Development of a case definition for hearing loss in community-based older adults: a cross-sectional validation study

BACKGROUND: Research based in primary care suggests that hearing loss may be underreported as well as inconsistently recorded in patient histories. In this study, we aimed to develop and validate a case definition for hearing loss among older adults in primary care, using electronic medical records....

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Autores principales: Miyagishima, Rebecca, Hopper, Tammy, Hodgetts, Bill, Soos, Boglarka, Williamson, Tyler, Drummond, Neil
Formato: Online Artículo Texto
Lenguaje:English
Publicado: CMA Joule Inc. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8373040/
https://www.ncbi.nlm.nih.gov/pubmed/34404687
http://dx.doi.org/10.9778/cmajo.20200267
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author Miyagishima, Rebecca
Hopper, Tammy
Hodgetts, Bill
Soos, Boglarka
Williamson, Tyler
Drummond, Neil
author_facet Miyagishima, Rebecca
Hopper, Tammy
Hodgetts, Bill
Soos, Boglarka
Williamson, Tyler
Drummond, Neil
author_sort Miyagishima, Rebecca
collection PubMed
description BACKGROUND: Research based in primary care suggests that hearing loss may be underreported as well as inconsistently recorded in patient histories. In this study, we aimed to develop and validate a case definition for hearing loss among older adults in primary care, using electronic medical records. METHODS: We used data from adult patients aged 55 years and older from 13 practices in the Southern Alberta Primary Care Research Network database, part of the Canadian Primary Care Sentinel Surveillance Network (CPCSSN), from Dec. 1, 2014, to Dec. 31, 2016. We developed a hearing loss case definition that was translated into an electronic algorithm. A record review was undertaken as the reference standard, followed by application of the algorithm to the sample. Validation metrics included sensitivity, specificity, positive predictive value and negative predictive value, as well as prevalence. We assessed risk factors using the Fisher exact test and odds ratios. RESULTS: The sample included 1000 patients; 496 (49.6%) were female and the mean age was 67.5 (standard deviation 9.6) years. Sensitivity of the case definition algorithm was determined to be 87.3% (95% confidence interval [CI] 76.5%–94.4%) with specificity valued at 94.8% (95% CI 93.1%–96.1%). Positive and negative predictive values were 52.9% (95% CI 42.8%–62.8%) and 99.1% (95% CI 98.2%–99.6%), respectively. The prevalence of hearing loss within the sample was 6.3% (95% CI 4.9%–7.9%). Older age was a significant risk factor for hearing loss (t = 4.98, 95% CI 3.76–8.65). Men had greater odds of hearing loss than women (odds ratio 1.65, 95% CI 0.98–2.79). INTERPRETATION: The validated case definition for hearing loss in community-based older adults had high sensitivity and specificity. It may be applied to surveillance and future epidemiologic research within the CPCSSN database.
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spelling pubmed-83730402021-08-20 Development of a case definition for hearing loss in community-based older adults: a cross-sectional validation study Miyagishima, Rebecca Hopper, Tammy Hodgetts, Bill Soos, Boglarka Williamson, Tyler Drummond, Neil CMAJ Open Research BACKGROUND: Research based in primary care suggests that hearing loss may be underreported as well as inconsistently recorded in patient histories. In this study, we aimed to develop and validate a case definition for hearing loss among older adults in primary care, using electronic medical records. METHODS: We used data from adult patients aged 55 years and older from 13 practices in the Southern Alberta Primary Care Research Network database, part of the Canadian Primary Care Sentinel Surveillance Network (CPCSSN), from Dec. 1, 2014, to Dec. 31, 2016. We developed a hearing loss case definition that was translated into an electronic algorithm. A record review was undertaken as the reference standard, followed by application of the algorithm to the sample. Validation metrics included sensitivity, specificity, positive predictive value and negative predictive value, as well as prevalence. We assessed risk factors using the Fisher exact test and odds ratios. RESULTS: The sample included 1000 patients; 496 (49.6%) were female and the mean age was 67.5 (standard deviation 9.6) years. Sensitivity of the case definition algorithm was determined to be 87.3% (95% confidence interval [CI] 76.5%–94.4%) with specificity valued at 94.8% (95% CI 93.1%–96.1%). Positive and negative predictive values were 52.9% (95% CI 42.8%–62.8%) and 99.1% (95% CI 98.2%–99.6%), respectively. The prevalence of hearing loss within the sample was 6.3% (95% CI 4.9%–7.9%). Older age was a significant risk factor for hearing loss (t = 4.98, 95% CI 3.76–8.65). Men had greater odds of hearing loss than women (odds ratio 1.65, 95% CI 0.98–2.79). INTERPRETATION: The validated case definition for hearing loss in community-based older adults had high sensitivity and specificity. It may be applied to surveillance and future epidemiologic research within the CPCSSN database. CMA Joule Inc. 2021-08-17 /pmc/articles/PMC8373040/ /pubmed/34404687 http://dx.doi.org/10.9778/cmajo.20200267 Text en © 2021 CMA Joule Inc. or its licensors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an Open Access article distributed in accordance with the terms of the Creative Commons Attribution (CC BY-NC-ND 4.0) licence, which permits use, distribution and reproduction in any medium, provided that the original publication is properly cited, the use is noncommercial (i.e., research or educational use), and no modifications or adaptations are made. See: https://creativecommons.org/licenses/by-nc-nd/4.0/
spellingShingle Research
Miyagishima, Rebecca
Hopper, Tammy
Hodgetts, Bill
Soos, Boglarka
Williamson, Tyler
Drummond, Neil
Development of a case definition for hearing loss in community-based older adults: a cross-sectional validation study
title Development of a case definition for hearing loss in community-based older adults: a cross-sectional validation study
title_full Development of a case definition for hearing loss in community-based older adults: a cross-sectional validation study
title_fullStr Development of a case definition for hearing loss in community-based older adults: a cross-sectional validation study
title_full_unstemmed Development of a case definition for hearing loss in community-based older adults: a cross-sectional validation study
title_short Development of a case definition for hearing loss in community-based older adults: a cross-sectional validation study
title_sort development of a case definition for hearing loss in community-based older adults: a cross-sectional validation study
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8373040/
https://www.ncbi.nlm.nih.gov/pubmed/34404687
http://dx.doi.org/10.9778/cmajo.20200267
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