Abstract
Background
Colorectal cancer (CRC) screening is underutilized among those with lower socioeconomic status and in racial and ethnic minoritized populations who have been disproportionately impacted by COVID.
Objective
To compare disparities in CRC screening before and after the onset of the COVID pandemic among privately insured individuals.
Design
Retrospective cohort study using deidentified claims data from the USA between January 1, 2017, and December 31, 2022.
Participants
Blue Cross Blue Shield beneficiaries aged 50–75 years with average risk of CRC.
Main Measure(s)
Mean screening use was compared by demographic and area-level socioeconomic factors between the periods preceding (January 1, 2017 to February 28, 2020) and following (July 1, 2020 to December 31, 2022) the onset of the COVID pandemic. Difference-in-differences analysis was used to evaluate changes in screening differences.
Results
Our study included 21,724,223 beneficiaries. Compared to males, females had higher screening in both periods (p < 0.05), and this sex difference in screening increased 1.63% (95% confidence interval [CI]: 1.32%, 1.94%) following the onset of the pandemic. Compared to residents in areas with high socioeconomic status (SES), low SES area residents had lower screening (p < 0.001) during both periods. Furthermore, this difference grew 4.32% (95% CI, 3.76%, 4.88%) during the post-onset period. Metropolitan area residents had higher screening than non-metropolitan area residents during both periods (p < 0.001); however, this difference decreased 0.77% (95% CI, 0.34%, 1.20%) during the post-onset period. Among beneficiaries with high risk of CRC, the difference in screening based on social deprivation index and metropolitan area status increased 6.99% (95% CI, 5.77%, 8.20%) and 1.82% (95% CI, 0.88%, 2.74%), respectively.
Conclusions
Among privately insured individuals, CRC screening after the COVID pandemic recovered unevenly based on sex, area-level socioeconomic measures, and metropolitan area status, with pre-pandemic disparities persisting and even worsening for some of the factors.
Similar content being viewed by others
Data Availability:
We obtained access to the BCBS Axis data through an institutional agreement on research collaboration between Yale University and BCBS and a proposal describing the work presented in this manuscript that was approved by the BCBS. We are not allowed to share the raw data as stipulated by the institutional agreement and the proposal. Interested investigators should contact BCBS directly for potential data access. On the other hand, we are open to sharing our analytical methods and statistical programs with any researchers who contact us.
References
Nishihara R, Wu K, Lochhead P, et al. Long-term colorectal-cancer incidence and mortality after lower endoscopy. N Engl J Med. 2013;369(12):1095-1105.
Doubeni CA, Corley DA, Quinn VP, et al. Effectiveness of screening colonoscopy in reducing the risk of death from right and left colon cancer: a large community-based study. Gut. 2018;67(2):291-298.
Shah SK, Narcisse MR, Hallgren E, Felix HC, McElfish PA. Assessment of colorectal cancer screening disparities in U.S. men and women using a demographically representative sample. Cancer Res Commun. 2022;2(6):561-569.
Siegel RL, Wagle NS, Cercek A, Smith RA, Jemal A. Colorectal cancer statistics, 2023. CA Cancer J Clin. 2023;73(3):233-254.
Shete S, Deng Y, Shannon J, et al. Differences in breast and colorectal cancer screening adherence among women residing in urban and rural communities in the United States. JAMA Netw Open. 2021;4(10):e2128000.
Alyabsi M, Meza J, Islam KMM, Soliman A, Watanabe-Galloway S. Colorectal cancer screening uptake: differences between rural and urban privately-insured population. Front Public Health. 2020;8:532950.
Price-Haywood EG, Burton JH. Racial differences in strength of associations between colorectal cancer screening, area deprivation, demographics, and clinical characteristics. Ochsner J. 2023;23(3):194-205.
Carmichael H, Cowan M, McIntyre R, Velopulos C. Disparities in colorectal cancer mortality for rural populations in the United States: Does screening matter? Am J Surg. 2020;219(6):988-992.
Mazidimoradi A, Tiznobaik A, Salehiniya H. Impact of the COVID-19 pandemic on colorectal cancer screening: a systematic review. J Gastrointest Cancer. 2022;53(3):730-744.
Khanijahani A, Iezadi S, Gholipour K, Azami-Aghdash S, Naghibi D. A systematic review of racial/ethnic and socioeconomic disparities in COVID-19. Int J Equity Health. 2021;20(1):248.
Magesh S, John D, Li WT, et al. Disparities in COVID-19 Outcomes by race, ethnicity, and socioeconomic status: a systematic-review and meta-analysis. JAMA Netw Open. 2021;4(11):e2134147.
de Lima PN, van den Puttelaar R, Hahn AI, et al. Unequal Recovery in Colorectal Cancer Screening Following the COVID-19 Pandemic: A Comparative Microsimulation Analysis. medRxiv. 2022.
Harber I, Zeidan D, Aslam MN. Colorectal Cancer Screening: Impact of COVID-19 Pandemic and Possible Consequences. Life (Basel). 2021;11(12).
Income, Poverty and Health Insurance Coverage in the United States: 2020 [press release]. census.gov, September 14, 2021.
Institute NC. Colorectal Cancer Screening. 2023; https://progressreport.cancer.gov/detection/colorectal_cancer. Accessed October 16, 2023.
Force USPST, Davidson KW, Barry MJ, et al. Screening for colorectal cancer: US preventive services task force recommendation statement. JAMA. 2021;325(19):1965–1977.
Siddique S, Wang R, Yasin F, Gaddy JJ, Zhang L, Gross CP, Ma X. USPSTF Colorectal cancer screening recommendation and uptake for individuals aged 45 to 49 years. JAMA Netw Open. 2024;7(10):e2436358. https://doi.org/10.1001/jamanetworkopen.2024.36358.
Blue Cross Blue Shield. From big data to big decisions: Introducing BCBS Axis. 2015; https://www.bcbs.com/the-health-of-america/articles/big-data-big-decisions-introducing-bcbs-axis. Accessed October 20, 2023.
Fedewa SA, Star J, Bandi P, et al. Changes in cancer screening in the US during the COVID-19 pandemic. JAMA Netw Open. 2022;5(6):e2215490.
El-Shabasy RM, Nayel MA, Taher MM, Abdelmonem R, Shoueir KR, Kenawy ER. Three waves changes, new variant strains, and vaccination effect against COVID-19 pandemic. Int J Biol Macromol. 2022;204:161-168.
Ross JS, Wang R, Long JB, Gross CP, Ma X. Impact of the 2008 US Preventive Services Task Force recommendation to discontinue prostate cancer screening among male Medicare beneficiaries. Arch Intern Med. 2012;172(20):1601-1603.
Butler DC, Petterson S, Phillips RL, Bazemore AW. Measures of social deprivation that predict health care access and need within a rational area of primary care service delivery. Health Serv Res. 2013;48(2 Pt 1):539-559.
Care RGC-PSiFMP. Social Deprivation Index (SDI). 2018; https://www.graham-center.org/maps-data-tools/social-deprivation-index.html. Accessed September 18, 2024.
Cromartie J. Rural-Urban Commuting Area Codes. USDA Economic Research Service 2023; https://www.ers.usda.gov/data-products/rural-urban-commuting-area-codes/. Accessed September 25, 2023.
Rothbard S, Etheridge JC, Murray EJ. A Tutorial on applying the difference-in-differences method to health data. Curr Epidemiol Rep. 2024;11(2):85-95.
Health CUMSoP. Difference-in-Difference Estimation. Population Health Methods https://www.publichealth.columbia.edu/research/population-health-methods/difference-difference-estimation. Accessed September 19, 2024.
Rogers CR, Matthews P, Xu L, et al. Interventions for increasing colorectal cancer screening uptake among African-American men: a systematic review and meta-analysis. PLoS One. 2020;15(9):e0238354.
Mojica CM, Parra-Medina D, Vernon S. Interventions promoting colorectal cancer screening among latino men: a systematic review. Prev Chronic Dis. 2018;15:E31.
Dougherty MK, Brenner AT, Crockett SD, et al. Evaluation of interventions intended to increase colorectal cancer screening rates in the United States: A Systematic Review and Meta-analysis. JAMA Intern Med. 2018;178(12):1645-1658.
Lofters AK, Wu F, Frymire E, et al. Cancer screening disparities before and after the COVID-19 Pandemic. JAMA Netw Open. 2023;6(11):e2343796.
Singal AG, Gupta S, Skinner CS, et al. Effect of colonoscopy outreach vs fecal immunochemical test outreach on colorectal cancer screening completion: a randomized clinical trial. JAMA. 2017;318(9):806-815.
Doubeni CA, Selby K, Gupta S. Framework and strategies to eliminate disparities in colorectal cancer screening outcomes. Annu Rev Med. 2021;72:383-398.
Miller-Wilson LA, Rutten LJF, Van Thomme J, Ozbay AB, Limburg PJ. Cross-sectional adherence with the multi-target stool DNA test for colorectal cancer screening in a large, nationally insured cohort. Int J Colorectal Dis. 2021;36(11):2471-2480.
Myint A, Roh L, Yang L, Connolly L, Esrailian E, May FP. Noninvasive colorectal cancer screening tests help close screening gaps during coronavirus disease 2019 pandemic. Gastroenterology. 2021;161(2):712–714 e711.
Lee B, Young S, Williams R, Liang PS. Impact of the COVID-19 pandemic on colorectal cancer screening in New York City. J Med Screen. 2023;30(2):81-86.
Williams DR, Priest N, Anderson NB. Understanding associations among race, socioeconomic status, and health: Patterns and prospects. Health Psychol. 2016;35(4):407-411.
Richman IB, Hoag JR, Xu X, et al. Adoption of digital breast tomosynthesis in clinical practice. JAMA Intern Med. 2019;179(9):1292-1295.
Pugh T, Harris J, Jarnagin K, Thiese MS, Hegmann KT. Impacts of the Statewide COVID-19 lockdown interventions on excess mortality, unemployment, and employment growth. J Occup Environ Med. 2022;64(9):726-730.
Moyer JD, Verhagen W, Mapes B, et al. How many people is the COVID-19 pandemic pushing into poverty? A long-term forecast to 2050 with alternative scenarios. PLoS One. 2022;17(7):e0270846.
Limburg PJ, Finney Rutten LJ, Ozbay AB, Kisiel J, Parton M. Recent trends in colorectal cancer screening methods based on Medicare claims data. Curr Med Res Opin. 2021;37(4):605-607.
Engel-Nitz NM, Miller-Wilson LA, Le L, Limburg P, Fisher DA. Colorectal screening among average risk individuals in the United States, 2015-2018. Prev Med Rep. 2023;31:102082.
Keivanlou MH, Amini-Salehi E, Joukar F, et al. Family history of cancer as a potential risk factor for colorectal cancer in EMRO countries: a systematic review and meta-analysis. Sci Rep. 2023;13(1):17457.
Funding
Sunny Siddique was supported by the National Cancer Institute of the National Institutes of Health under award number 1F31CA281335-01 (GRANT13694178). The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of Interest:
Dr. Cary Gross has received research funding from the National Comprehensive Cancer Network (with funding provided to NCCN by Astra Zeneca), and Genentech, as well as research funding from Johnson & Johnson to help develop and implement new approaches to sharing clinical trial data. Dr. Xiaomei Ma served as a consultant for Bristol Myers Squibb. All other coauthors have no conflicts of interest to declare.
Disclaimer:
The funders did not have any role in the design and conduct of the study; collection, management, analysis, and interpretation of the data; preparation, review, or approval of the manuscript; and decision to submit the manuscript for publication.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Prior Presentations: Poster presentation at the 16th American Association of Cancer Research (AACR) Conference on The Science of Cancer Health Disparities in Racial/Ethnic Minorites and the Medically Underserved, Sept. 29–Oct. 2, 2023, Orlando, FL.
Supplementary Information
Below is the link to the electronic supplementary material.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Siddique, S., Wang, R., Gaddy, J.J. et al. Disparities in Colorectal Cancer Screening Before and After the Onset of the COVID Pandemic. J GEN INTERN MED (2024). https://doi.org/10.1007/s11606-024-09153-3
Received:
Accepted:
Published:
DOI: https://doi.org/10.1007/s11606-024-09153-3