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Examining associations in congenital syphilis infection and socioeconomic factors between California’s small-to-medium and large metro counties

Abstract

Objective

To investigate differences in congenital syphilis (CS) infection between California’s small-to-medium and large metropolitan counties and the socioeconomic mechanisms behind these differences.

Study design

County-level data from 2019 and 2020 on CS infection and other socioeconomic covariates were obtained from the California Department of Public Health and the United States Census Bureau. Counties were stratified into small-to-medium or large metropolitan counties by the National Center for Health Statistics Urban-Rural Classification Scheme and analyzed using simple and multiple Poisson regression models.

Results

California’s small-to-medium metropolitan counties reported significantly higher rates of CS incidence, female poverty, and uninsured females, and significantly lower rates of English-language speaking ability and female education level compared to large metropolitan counties. CS infection was significantly associated with female poverty and education level.

Conclusion

Rates of CS infection in the California counties are more dependent on socioeconomic indicators than county classification itself.

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Fig. 1: Geographical heat maps of CS incidence, female poverty rate and county classification in California.

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References

  1. CDC. Congenital Syphilis-CDC Fact Sheet. Centers for Disease Control and Prevention; 2021.

  2. CDC. Pregnancy and HIV, Viral Hepatitis, STD, & TB Prevention. Centers for Disease Control and Prevention; 2020.

  3. CDC. Congenital Syphilis—STI Treatment Guidelines. Centers for Disease Control and Prevention; 2021.

  4. Gift TL, Cuffe KM, Leichliter JS. The impact of budget cuts on sexually transmitted disease programmatic activities in state and local health departments with staffing reductions in fiscal year 2012. Sex Transm Dis. 2018;45:e87–9.

    Article  PubMed  PubMed Central  Google Scholar 

  5. Kimball A, Torrone E, Miele K, Bachmann L, Thorpe P, Weinstock H, et al. Missed opportunities for prevention of congenital syphilis—United States, 2018. Morb Mortal Wkly Rep. 2020;69:661–5.

    Article  Google Scholar 

  6. CDPH. All STDs Tables California. California Department of Public Health; 2018. p. 75.

  7. CDC. National Overview—Sexually Transmitted Disease Surveillance. Centers for Disease Control and Prevention; 2019.

  8. Park E, Yip J, Harville E, Nelson M, Giarratano G, Buekens P, et al. Gaps in the congenital syphilis prevention cascade: qualitative findings from Kern County, California. BMC Infect Dis. 2022;22:129.

    Article  PubMed  PubMed Central  Google Scholar 

  9. Smullin C, Wagman J, Mehta S, Klausner JD. A narrative review of the epidemiology of congenital syphilis in the United States from 1980 to 2019. Sex Transm Dis. 2021;48:71–8.

    Article  PubMed  PubMed Central  Google Scholar 

  10. Spoont M, Greer N, Su J, Fitzgerald P, Rutks I, Wilt TJ. VA Evidence-based synthesis program reports. Rural vs. urban ambulatory health care: a systematic review. Washington (DC): Department of Veterans Affairs (US); 2011.

  11. Brungardt JG, Almoghrabi OA, Moore CB, Chen GJ, Nagji AS. Rural-urban differences in esophagectomy for cancer. Kans J Med. 2021;14:292–7.

    Article  PubMed  PubMed Central  Google Scholar 

  12. CDC. All STDs Tables California. Centers for Disease Control and Prevention; 2018. p. 75.

  13. USCB. Small Area Health Insurance Estimates. United States Census Bureau; 2020.

  14. NICU Web Directory 2021. California Perinatal Quality Care Collaborative. 2021.

  15. Ingram D, Franco S. 2013 NCHS urban-rural classification scheme for counties. National Center for Health Statistics: Vital Health Statistics; 2014.

  16. Garson GD. Data analytics for the social sciences: applications in R. United Kingdom: Taylor & Francis; 2021.

  17. Handley SC, Passarella M, Herrick HM, Interrante JD, Lorch SA, Kozhimannil KB, et al. Birth volume and geographic distribution of US hospitals with obstetric services from 2010 to 2018. JAMA Netw Open. 2021;4:e2125373.

    Article  PubMed  PubMed Central  Google Scholar 

  18. USDA. Data show U.S. poverty rates in 2019 higher in rural areas than in urban for racial/ethnic groups. Economic Research Service; 2019.

  19. Valentine JA, Delgado LF, Haderxhanaj LT, Hogben M. Improving sexual health in U.S. rural communities: reducing the impact of stigma. AIDS Behav. 2022;26:90–9.

    Article  PubMed  Google Scholar 

  20. Chan EYL, Smullin C, Clavijo S, Papp-Green M, Park E, Nelson M, et al. A qualitative assessment of structural barriers to prenatal care and congenital syphilis prevention in Kern County, California. PLoS ONE. 2021;16:e0249419.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  21. Slutsker JS, Henessey RR, Schillinger JA. Factors contributing to congenital syphilis cases—New York City, 2010–2016. Morb Mortal Wkly Rep. 2018;67:1088–93.

    Article  Google Scholar 

  22. Leichliter JS, Heyer K, Peterman TA, Habel MA, Brookmeyer KA, Arnold Pang SS, et al. US public sexually transmitted disease clinical services in an era of declining public health funding: 2013-14. Sex Transm Dis. 2017;44:505–9.

    Article  PubMed  PubMed Central  Google Scholar 

  23. Hung P, Henning-Smith CE, Casey MM, Kozhimannil KB. Access to obstetric services in rural counties still declining, with 9 percent losing services, 2004-14. Health Aff. 2017;36:1663–71.

    Article  Google Scholar 

  24. Hoerster KD, Mayer JA, Gabbard S, Kronick RG, Roesch SC, Malcarne VL, et al. Impact of individual-, environmental-, and policy-level factors on health care utilization among US farmworkers. Am J Public Health. 2011;101:685–92.

    Article  PubMed  PubMed Central  Google Scholar 

  25. USDA. 2010 Rural-Urban Commuting Area Codes. Economic Research Service; 2010.

  26. Waldorf B. Measuring rurality. Indiana Business Research Center; 2007.

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Acknowledgements

We thank the CDC, CDPH and CPQCC for providing retrospective data for our study’s analysis.

Funding

This work was supported in part by the Children’s Miracle Network Grant at UC Davis Children’s Hospital (DS) and grants from the National Institute for Occupational Health and Safety U54 OH07550 and National Institutes of Health P51 OD011107.

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Authors and Affiliations

Authors

Contributions

JF contributed to the conception, design, data acquisition, analysis, interpretation, and drafting of the manuscript. DJT contributed to the study’s methodology, statistical analysis, and description of the study’s methods. DS, KEP, and RMS contributed additional concepts, ideas, refinements, guidance, and revisions in preparing the final manuscript and analysis.

Corresponding author

Correspondence to Deepika Sankaran.

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The authors declare no competing interests.

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Fang, J., Silva, R.M., Tancredi, D.J. et al. Examining associations in congenital syphilis infection and socioeconomic factors between California’s small-to-medium and large metro counties. J Perinatol 42, 1434–1439 (2022). https://doi.org/10.1038/s41372-022-01445-y

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