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Factors associated with mammography use: A side‐by‐side comparison of results from two national surveys
BACKGROUND: Mammography use is affected by multiple factors that may change as public health interventions are implemented. We examined two nationally representative, population‐based surveys to seek consensus and identify inconsistencies in factors associated with mammography use in the entirety of...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7476827/ https://www.ncbi.nlm.nih.gov/pubmed/32677744 http://dx.doi.org/10.1002/cam4.3128 |
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author | Li, Lihua Ji, Jiayi Besculides, Melanie Bickell, Nina Margolies, Laurie R. Jandorf, Lina Taioli, Emanuela Mazumdar, Madhu Liu, Bian |
author_facet | Li, Lihua Ji, Jiayi Besculides, Melanie Bickell, Nina Margolies, Laurie R. Jandorf, Lina Taioli, Emanuela Mazumdar, Madhu Liu, Bian |
author_sort | Li, Lihua |
collection | PubMed |
description | BACKGROUND: Mammography use is affected by multiple factors that may change as public health interventions are implemented. We examined two nationally representative, population‐based surveys to seek consensus and identify inconsistencies in factors associated with mammography use in the entirety of the US population, and by black and white subgroups. METHODS: Self‐reported mammography use in the past year was extracted for 12 639 and 169 116 women aged 40‐74 years from the 2016 National Health Interview Survey (NHIS) and the 2016 Behavioral Risk Factor Surveillance System (BRFSS), respectively. We applied a random forest algorithm to identify the risk factors of mammography use and used a subset of them in multivariable survey logistic regressions to examine their associations with mammography use, reporting predictive margins and effect sizes. RESULTS: The weighted prevalence of past year mammography use was comparable across surveys: 54.31% overall, 54.50% in white, and 61.57% in black in NHIS and 53.24% overall, 56.97% in white, and 62.11% in black in BRFSS. Overall, mammography use was positively associated with black race, older age, higher income, and having health insurance, while negatively associated with having three or more children at home and residing in the Western region of the US. Overweight and moderate obesity were significantly associated with increased mammography use among black women (NHIS), while severe obesity was significantly associated with decreased mammography use among white women (BRFSS). CONCLUSION: We found higher mammography use among black women than white women, a change in the historical trend. We also identified high parity as a risk factor for mammography use, which suggests a potential subpopulation to target with interventions aimed at increasing mammography use. |
format | Online Article Text |
id | pubmed-7476827 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-74768272020-09-11 Factors associated with mammography use: A side‐by‐side comparison of results from two national surveys Li, Lihua Ji, Jiayi Besculides, Melanie Bickell, Nina Margolies, Laurie R. Jandorf, Lina Taioli, Emanuela Mazumdar, Madhu Liu, Bian Cancer Med Cancer Prevention BACKGROUND: Mammography use is affected by multiple factors that may change as public health interventions are implemented. We examined two nationally representative, population‐based surveys to seek consensus and identify inconsistencies in factors associated with mammography use in the entirety of the US population, and by black and white subgroups. METHODS: Self‐reported mammography use in the past year was extracted for 12 639 and 169 116 women aged 40‐74 years from the 2016 National Health Interview Survey (NHIS) and the 2016 Behavioral Risk Factor Surveillance System (BRFSS), respectively. We applied a random forest algorithm to identify the risk factors of mammography use and used a subset of them in multivariable survey logistic regressions to examine their associations with mammography use, reporting predictive margins and effect sizes. RESULTS: The weighted prevalence of past year mammography use was comparable across surveys: 54.31% overall, 54.50% in white, and 61.57% in black in NHIS and 53.24% overall, 56.97% in white, and 62.11% in black in BRFSS. Overall, mammography use was positively associated with black race, older age, higher income, and having health insurance, while negatively associated with having three or more children at home and residing in the Western region of the US. Overweight and moderate obesity were significantly associated with increased mammography use among black women (NHIS), while severe obesity was significantly associated with decreased mammography use among white women (BRFSS). CONCLUSION: We found higher mammography use among black women than white women, a change in the historical trend. We also identified high parity as a risk factor for mammography use, which suggests a potential subpopulation to target with interventions aimed at increasing mammography use. John Wiley and Sons Inc. 2020-07-17 /pmc/articles/PMC7476827/ /pubmed/32677744 http://dx.doi.org/10.1002/cam4.3128 Text en © 2020 The Authors. Cancer Medicine published by John Wiley & Sons Ltd. This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Cancer Prevention Li, Lihua Ji, Jiayi Besculides, Melanie Bickell, Nina Margolies, Laurie R. Jandorf, Lina Taioli, Emanuela Mazumdar, Madhu Liu, Bian Factors associated with mammography use: A side‐by‐side comparison of results from two national surveys |
title | Factors associated with mammography use: A side‐by‐side comparison of results from two national surveys |
title_full | Factors associated with mammography use: A side‐by‐side comparison of results from two national surveys |
title_fullStr | Factors associated with mammography use: A side‐by‐side comparison of results from two national surveys |
title_full_unstemmed | Factors associated with mammography use: A side‐by‐side comparison of results from two national surveys |
title_short | Factors associated with mammography use: A side‐by‐side comparison of results from two national surveys |
title_sort | factors associated with mammography use: a side‐by‐side comparison of results from two national surveys |
topic | Cancer Prevention |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7476827/ https://www.ncbi.nlm.nih.gov/pubmed/32677744 http://dx.doi.org/10.1002/cam4.3128 |
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