TY - JOUR
T1 - Factors associated with mammography use
T2 - A side-by-side comparison of results from two national surveys
AU - Li, Lihua
AU - Ji, Jiayi
AU - Besculides, Melanie
AU - Bickell, Nina
AU - Margolies, Laurie R.
AU - Jandorf, Lina
AU - Taioli, Emanuela
AU - Mazumdar, Madhu
AU - Liu, Bian
N1 - Funding Information:
This work was supported by the Biostatistics Shared Resource Facility, Icahn School of Medicine at Mount Sinai, and the National Cancer Institute Cancer Center Support Grant P30 CA196521‐01.
Publisher Copyright:
© 2020 The Authors. Cancer Medicine published by John Wiley & Sons Ltd.
PY - 2020/9/1
Y1 - 2020/9/1
N2 - 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.
AB - 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.
KW - National health interview survey
KW - behavioral risk factor surveillance system
KW - breast cancer screening
KW - mammography use
KW - predictive margins
KW - random forest
UR - http://www.scopus.com/inward/record.url?scp=85088102846&partnerID=8YFLogxK
U2 - 10.1002/cam4.3128
DO - 10.1002/cam4.3128
M3 - Article
C2 - 32677744
AN - SCOPUS:85088102846
SN - 2045-7634
VL - 9
SP - 6430
EP - 6451
JO - Cancer Medicine
JF - Cancer Medicine
IS - 17
ER -