Skip to main content
Log in

Competition, insurance mandates, and clinical practices and outcomes at in vitro fertilization clinics

  • Assisted Reproduction Technologies
  • Published:
Journal of Assisted Reproduction and Genetics Aims and scope Submit manuscript

Abstract

Purpose

The high cost of in vitro fertilization (IVF) procedures coupled with public availability of success rates may influence IVF practice patterns and success rates but may be mitigated by mandated insurance coverage for IVF procedures. This study examined associations of competition with IVF practice patterns and success rates by insurance mandate status.

Methods

We used publicly available 2018 National Assisted Reproductive Technology Surveillance System data from the CDC. We defined competition as distance to nearest clinic and number of clinics within certain radii. We used linear regression to explore associations of competition, insurance mandate status, and interactions between competition and mandate status with clinical practice patterns (e.g., percentage of cycles among patients < 35 years, percentage of cycles using ICSI, average number of embryos transferred) and IVF success rates (e.g., live birth rates). We also assessed the percentage of variation in outcomes explained by our models, R2.

Results

For practice patterns, the largest R2 value was 0.3518, meaning only 35.18% of the variability in the practice pattern variable was explained by competition and insurance mandate status. In most cases, the R2 values were less than 0.20, indicating little to no association. Less than 10% of the variability in success rates was explained by competition and insurance mandate status.

Conclusion

The multiple regression analyses all yielded low R2 values, indicating weak associations. These encouraging results coincide with previous studies, suggesting that competition, even by insurance mandate status, does not have a strong association with IVF practice patterns or success rates.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  1. Society for Assisted Reproductive Technology, "Frequently Asked Questions," 1996–2021. [Online]. Available: https://www.sart.org/patients/frequently-asked-questions/. [Accessed 30 November 2021].

  2. Centers for Disease Control and Prevention, National Center for Health Statistics, "Infertility," 9 December 2019. [Online]. Available: https://www.cdc.gov/nchs/fastats/infertility.htm. [Accessed 30 November 2021].

  3. FertilityIQ, In vitro fertilization - costs of IVF, [Online]. Available: https://www.fertilityiq.com/ivf-in-vitro-fertilization/costs-of-ivf. [Accessed 30 November 2021].

  4. American Society for Reproductive Medicine, Fact sheet: what is intracytoplasmic sperm injection (ICSI)?," 2014. [Online]. Available: https://www.reproductivefacts.org/globalassets/rf/news-and-publications/bookletsfact-sheets/english-fact-sheets-and-info-booklets/what_is_intracytoplasmic_sperm_injection_icsi_factsheet.pdf. [Accessed 30 November 2021].

  5. Centers for Disease Control and Prevention, 2018 Assisted Reproductive Technology Fertility Clinic Success Rates Report, US Dept of Health and Human Services, Atlanta (GA), 2020.

  6. RESOLVE: The National Fertility Association, Infertility coverage by state, 2021. [Online]. Available: https://resolve.org/what-are-my-options/insurance-coverage/infertility-coverage-state/. [Accessed 30 November 2021].

  7. Centers for Disease Control and Prevention, What is assisted reproductive technology?, 8 October 2019. [Online]. Available: https://www.cdc.gov/art/whatis.html. [Accessed 30 November 2021].

  8. Henne MB, Bundorf MK. The effects of competition on assisted reproductive technology outcomes. Fertil Steril. 2010;93(6):1820–30.

    Article  Google Scholar 

  9. Steiner AZ, Paulson RJ, Hartmann KE. Effects of competition among fertility centers on pregnancy and high-order multiple gestation rates. Fertil Steril. 2005;83(5):1429–34.

    Article  Google Scholar 

  10. Centers for Disease Control and Prevention, Havnig healthy babies one at a time: why are we worried about twin pregnancies?, Centers for Disease Control and Prevention, Atlanta (GA).

  11. Geocodio, "Geocodio," 2014–2021. [Online]. Available: https://www.geocod.io/. [Accessed 30 November 2021].

  12. Stack Overflow, "R - Finding closest neighboring point and number of neighbors within a given radius, coordinates lat-long," 23 October 2019. [Online]. Available: https://stackoverflow.com/questions/21977720/r-finding-closest-neighboring-point-and-number-of-neighbors-within-a-given-rad. [Accessed 30 November 2021].

  13. Society for Assisted Reproductive Technology, Final National Summary Report for 2018, 2021. [Online]. Available: https://www.sartcorsonline.com/rptCSR_PublicMultYear.aspx?reportingYear=2018. [Accessed 30 November 2021].

  14. Centers for Disease Control and Prevention, Having healthy babies one at a time: how many embryos should I transfer to have one baby?, Centers for Disease Control and Prevention, Atlanta (GA).

  15. DataNovia, Transform data to normal distribution in R, 2018. [Online]. Available: https://www.datanovia.com/en/lessons/transform-data-to-normal-distribution-in-r/. [Accessed 30 November 2021].

  16. Centers for Disease Control and Prevention, 2018 assisted reproductive technology national summary report, US Dept of Health and Human, 2021.

  17. S. Sunderam, Y. Zhang, A. Jewett and D. Kissin, State-specific assisted reproductive technology surveillance, United States: 2019 Data Brief, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, Atlanta, GA, 2021

Download references

Funding

No funding was received to assist with the preparation of this manuscript.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Sara Crawford.

Ethics declarations

Conflict of interest

The authors declare that they have no conflict of interests.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Funderburk, B., Kelley, A. & Crawford, S. Competition, insurance mandates, and clinical practices and outcomes at in vitro fertilization clinics. J Assist Reprod Genet 39, 1951–1958 (2022). https://doi.org/10.1007/s10815-022-02556-3

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10815-022-02556-3

Keywords

Navigation