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Article

Bivariate Spatial Pattern between Smoking Prevalence and Lung Cancer Screening in US Counties

1
Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
2
Institute for Translational Epidemiology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
3
Department of Population Health, Division of Health & Behavior, Section on Health Choice, Policy & Evaluation, New York University School of Medicine, New York, NY 10016, USA
4
Department of Geriatrics and Palliative Medicine, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
*
Author to whom correspondence should be addressed.
Int. J. Environ. Res. Public Health 2020, 17(10), 3383; https://doi.org/10.3390/ijerph17103383
Received: 24 March 2020 / Revised: 5 May 2020 / Accepted: 10 May 2020 / Published: 13 May 2020
(This article belongs to the Special Issue Environmental Exposure and Cancer Risk in Healthy Populations)
Objectives: Lung cancer screening (LCS) with low-dose computed tomography (LDCT) has been a reimbursable preventive service covered by Medicare since 2015. Geographic disparities in the access to LDCT providers may contribute to the low uptake of LCS. We evaluated LDCT service availability for older adults in the United States (US) based on Medicare claims data and explored its ecological correlation with smoking prevalence. Materials and Methods: We identified providers who provided at least 11 LDCT services in 2016 using the Medicare Provider Utilization and Payment Data: Physician and Other Supplier Public Use File. We constructed a 30-mile Euclidian distance buffer around each provider’s location to estimate individual LDCT coverage areas. We then mapped the county-level density of LDCT providers and the county-level prevalence of current daily cigarette smoking in a bivariate choropleth map. Results: Approximately 1/5 of census tracts had no LDCT providers within 30 miles and 46% of counties had no LDCT services. At the county level, the median LDCT density was 0.5 (interquartile range (IQR): 0–5.3) providers per 1000 Medicare fee-for-service beneficiaries, and cigarette smoking prevalence was 17.5% (IQR: 15.2–19.8%). High LDCT service availability was most concentrated in the northeast US, revealing a misalignment with areas of high current smoking prevalence, which tended to be in the central and southern US. Conclusions: Our maps highlight areas in need for enhanced workforce and capacity building aimed at reducing disparities in the access and utilization of LDCT services among older adults in the US. View Full-Text
Keywords: low-dose computed tomography; cigarette smoke exposure; health disparities; medicare; cancer screening low-dose computed tomography; cigarette smoke exposure; health disparities; medicare; cancer screening
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MDPI and ACS Style

Liu, B.; Sze, J.; Li, L.; Ornstein, K.A.; Taioli, E. Bivariate Spatial Pattern between Smoking Prevalence and Lung Cancer Screening in US Counties. Int. J. Environ. Res. Public Health 2020, 17, 3383. https://doi.org/10.3390/ijerph17103383

AMA Style

Liu B, Sze J, Li L, Ornstein KA, Taioli E. Bivariate Spatial Pattern between Smoking Prevalence and Lung Cancer Screening in US Counties. International Journal of Environmental Research and Public Health. 2020; 17(10):3383. https://doi.org/10.3390/ijerph17103383

Chicago/Turabian Style

Liu, Bian, Jeremy Sze, Lihua Li, Katherine A. Ornstein, and Emanuela Taioli. 2020. "Bivariate Spatial Pattern between Smoking Prevalence and Lung Cancer Screening in US Counties" International Journal of Environmental Research and Public Health 17, no. 10: 3383. https://doi.org/10.3390/ijerph17103383

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