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Association between the social vulnerability index and breast, cervical, and colorectal cancer screening rates in Rhode Island

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Abstract

Background

Cancer screening is effective in reducing the burden of breast, cervical, and colorectal cancers, but not all communities have appropriate access to these services. In this study, we aimed to identify under-resourced communities by assessing the association between the Social Vulnerability Index (SVI) with screening rates for breast, cervical, and colorectal cancers in ZIP-code tabulation areas (ZCTAs) in Rhode Island.

Methods

This study leveraged deidentified health insurance claims data from HealthFacts RI, the state’s all-payer claims database, to calculate screening rates for breast, cervical, and colorectal cancers using Healthcare Effectiveness Data and Information Set measures. We used spatial autoregressive Tobit models to assess the association between the SVI, its four domains, and its 15 component variables with screening rates in 2019, accounting for spatial dependencies.

Results

In 2019, 73.2, 65.0, and 66.1% of eligible individuals were screened for breast, cervical, and colorectal cancer, respectively. For every 1-unit increase in the SVI, screening rates for breast and colorectal cancer were lower by 0.07% (95% CI 0.01–0.08%) and 0.08% (95% CI 0.02–0.15%), respectively. With higher scores on the SVI’s socioeconomic domain, screening rates for all three types of cancers were lower.

Conclusion

The SVI, especially its socioeconomic domain, is a useful tool for identifying areas that are under-served by current efforts to expand access to screening for breast, cervical, and colorectal cancer. These areas should be prioritized for new place-based partnerships that address barriers to screening at the individual and community level.

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Data availability

The US Census and American Community Survey are both publicly available at www.census.gov. The Rhode Island All Payers Claims Database used in this study is managed by the Rhode Island Department of Health and can be requested at www.health.ri.gov/data/healthfactsri/.

References

  1. Cancer 2022 [cited 2023 Apr 21]. Available from: https://www.cdc.gov/chronicdisease/resources/publications/factsheets/cancer.htm

  2. Siegel RL, Miller KD, Wagle NS, Jemal A (2023) Cancer statistics, 2023. CA Cancer J Clin 73(1):17–48

    Article  PubMed  Google Scholar 

  3. CDCBreastCancer (2023) Screening tests. Centers for disease control and prevention. [cited 2023 Apr 21] Available from: https://www.cdc.gov/cancer/dcpc/prevention/screening.htm

  4. Recommendation topics [cited 2023 Apr 21]. Available from: https://www.uspreventiveservicestaskforce.org/uspstf/recommendation-topics

  5. Weisband YL, Torres L, Paltiel O, Sagy YW, Calderon-Margalit R, Manor O (2021) Socioeconomic disparity trends in cancer screening among women after introduction of national quality indicators. Ann Fam Med 19(5):396–404

    Article  PubMed  PubMed Central  Google Scholar 

  6. Tabaac AR, Sutter ME, Wall CSJ, Baker KE (2018) Gender identity disparities in cancer screening behaviors. Am J Prev Med 54(3):385–393

    Article  PubMed  Google Scholar 

  7. Jun J, Nan X (2018) Determinants of cancer screening disparities among Asian Americans: a systematic review of public health surveys. J Cancer Educ 33(4):757–768

    Article  PubMed  Google Scholar 

  8. The social-ecological model: A framework for prevention (2022) [cited 2023 Mar 27]. Available from: https://www.cdc.gov/violenceprevention/about/social-ecologicalmodel.html

  9. Rutter CM, Knudsen AB, Lin JS, Bouskill KE (2021) Black and White differences in colorectal cancer screening and screening outcomes: a narrative review. Cancer Epidemiol Biomarkers Prev 30(1):3–12

    Article  PubMed  Google Scholar 

  10. Gehlert S, Hudson D, Sacks T (2021) A critical theoretical approach to cancer disparities: breast cancer and the social determinants of health. Front Public Health 9:674736

    Article  PubMed  PubMed Central  Google Scholar 

  11. Downs LS, Smith JS, Scarinci I, Flowers L, Parham G (2008) The disparity of cervical cancer in diverse populations. Gynecol Oncol 109(2 Suppl):S22-30

    Article  PubMed  Google Scholar 

  12. Coughlin SS, Blumenthal DS, Seay SJ, Smith SA (2016) Toward the elimination of colorectal cancer disparities among African Americans. J Racial Ethn Health Disparities 3(4):555–564

    Article  PubMed  Google Scholar 

  13. Breast cancer death rates are highest for Black women—again (2022) [cited 2023 Apr 21]. Available from: https://www.cancer.org/latest-news/breast-cancer-death-rates-are-highest-for-black-women-again.html

  14. Iwuji K, Hyde B, Uke N (2021) Colorectal cancer disparities and African Americans: is it time to narrow the gap? The Southwest Respir Crit Care Chron 9(40):27–30

    Article  Google Scholar 

  15. Chan CK, Aimagambetova G, Ukybassova T, Kongrtay K, Azizan A (2019) Human papillomavirus infection and cervical cancer: epidemiology, screening, and vaccination-review of current perspectives. J Oncol 2019:3257939

    Article  PubMed  PubMed Central  Google Scholar 

  16. Buskwofie A, David-West G, Clare CA (2020) A review of cervical cancer: incidence and disparities. J Natl Med Assoc 112(2):229–232

    PubMed  Google Scholar 

  17. All-payer claims databases [cited 2023 Mar 27]. Available from: https://www.ahrq.gov/data/apcd/index.html

  18. HealthFacts RI Database [cited 2023 Mar 27]. Available from: https://health.ri.gov/data/healthfactsri/

  19. About NCQA (2018) [cited 2023 Mar 27]. Available from: https://www.ncqa.org/about-ncqa/

  20. HEDIS measures and technical resources (2022) NCQA [cited 2023 Mar 27]. Available from: https://www.ncqa.org/hedis/measures/

  21. da Costa Vieira RA, Biller G, Uemura G, Ruiz CA, Curado MP (2017) Breast cancer screening in developing countries. Clinics 72:244–253

    Article  PubMed  PubMed Central  Google Scholar 

  22. Rerucha CM, Caro R, Wheeler V (2018) Cervical cancer screening. Am Fam Physician 97(7):441–448

    PubMed  Google Scholar 

  23. Colorectal cancer screening (2018) NCQA [cited 2023 Mar 27]. Available from: https://www.ncqa.org/hedis/measures/colorectal-cancer-screening/

  24. Flanagan BE, Gregory EW, Hallisey EJ, Heitgerd JL, Lewis B (2011) A social vulnerability index for disaster management. J Homel Secur Emerg Mana. https://doi.org/10.2202/1547-7355.1792

    Article  Google Scholar 

  25. Tran T, Rousseau MA, Farris DP, Bauer C, Nelson KC, Doan HQ (2023) The social vulnerability index as a risk stratification tool for health disparity research in cancer patients: a scoping review. Cancer Causes Control 34(5):407–420

    Article  PubMed  PubMed Central  Google Scholar 

  26. Bauer C, Zhang K, Xiao Q, Lu J, Hong YR, Suk R (2022) County-level social vulnerability and breast, cervical, and colorectal cancer screening rates in the US, 2018. JAMA Netw Open 5(9):e2233429

    Article  PubMed  PubMed Central  Google Scholar 

  27. Azuonye C (2019) The impact of access, socioeconomic status, and education, on breast cancer screening in Boston, MA. Walden University [cited 2023 Mar 27]. Available from: https://scholarworks.waldenu.edu/dissertations/7911/

  28. Koç H, O’Donnell O, Van Ourti T (2018) What explains education disparities in screening mammography in the United States? A comparison with The Netherlands. Int J Environ Res Public Health. https://doi.org/10.3390/ijerph15091961

    Article  PubMed  PubMed Central  Google Scholar 

  29. Santiago-Rodríguez EJ, Rivadeneira NA, Torres JM, Sarkar U, Hiatt RA (2022) Socioeconomic status and colorectal cancer screening behaviors in a vulnerable multiethnic population. Ethn Health 27(4):980–996

    Article  PubMed  Google Scholar 

  30. Calo WA (2014) Place matters: associations between contextual characteristics and health. The Texas Medical Center Library [cited 2023 Apr 21]. Available from: https://digitalcommons.library.tmc.edu/dissertations/AAI3643582/

  31. Kurani SS, McCoy RG, Lampman MA, Doubeni CA, Finney Rutten LJ, Inselman JW et al (2020) Association of neighborhood measures of social determinants of health with breast, cervical, and colorectal cancer screening rates in the US midwest. JAMA Netw Open 3(3):e200618

    Article  PubMed  PubMed Central  Google Scholar 

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Authors

Contributions

JH contributed to the conceptualization, formal analysis, methodology, software, visualization, and writing of the original draft of this paper. PR contributed to the data curation and reviewing and editing of this paper. EL contributed to the data curation for this paper. WG contributed to developing the methodology, reviewing and editing, and supervising this process.

Corresponding author

Correspondence to Jihwan Hwang.

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Hwang, J., Risica, P.M., Lamy, E. et al. Association between the social vulnerability index and breast, cervical, and colorectal cancer screening rates in Rhode Island. Cancer Causes Control (2024). https://doi.org/10.1007/s10552-024-01872-6

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