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The association of regional perinatal risk factors and neonatal intensive care capacity for Military Health System-insured newborns

Abstract

Objective

To characterize hospitals where military-insured newborns received care and test the association of regional perinatal risk with neonatal intensive care unit (NICU) capacity.

Study design

We identified birth hospitals for live newborns October 2015–December 2018 (n = 296,568) and assigned newborns to health service areas (HSAs). Perinatal risk factors and the number of neonatal special care beds and neonatologists were calculated at HSA levels. Cross-sectional correlation analyses assessed perinatal risk factors and capacity across HSAs.

Results

27.0% (n = 10) of military birth hospitals had special care beds (intermediate and intensive) compared with 44.3% of civilian hospitals (n = 1224; p < 0.05). The number of special care beds and neonatologists per newborn varied more than twofold across regions and were only weakly associated with the proportion of higher risk newborns (R2 < 0.05).

Conclusions

The lack of meaningful association of regional perinatal risk with NICU capacity poses challenges for effective specialized care among military-associated newborns.

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Fig. 1: Associations of regional NICU capacity and perinatal risk measures among MHS-insured singletons (n = 296,568), DoD BIHR program data, October 2015–December 2018.

Data availability

The datasets generated and/or analyzed during the current study are not publicly available due to security protocols and privacy regulations, but they may be made available on reasonable request by the Naval Health Research Center Institutional Review Board (contact phone +1 619 553 8400).

References

  1. Dorvil M, Klein K 2015 Survey of Active Duty Spouses— Briefing slides. Slide 26. Available at http://download.militaryonesource.mil/12038/MOS/Surveys/ADSS1501_Briefing_Mini_2015.pdf.

  2. Defense Health Agency: Decision Support Division— Office of the Assistant Secretary of Defense (Health Affairs). Evaluation of the TRICARE Program: Fiscal Year 2020 Report to Congress— Access, Cost, and Quality Data through Fiscal Year 2019. p 121.

  3. Goodman DC, Fisher ES, Little GA, Stukel TA, Chang CH, Schoendorf KS. The relation between the availability of neonatal intensive care and neonatal mortality. N. Engl J Med. 2002;346:1538–44.

    Article  PubMed  Google Scholar 

  4. Phibbs CS, Baker LC, Caughey AB, Danielsen B, Schmitt SK, Phibbs RH. Level and volume of neonatal intensive care and mortality in very-low-birth-weight infants. N. Engl J Med. 2007;356:2165–75.

    Article  CAS  PubMed  Google Scholar 

  5. Horbar JD, Edwards EM, Greenberg LT, Morrow KA, Soll RF, Buus-Frank ME, et al. Variation in Performance of Neonatal Intensive Care Units in the United States. JAMA Pediatr. 2017;171:e164396.

    Article  PubMed  Google Scholar 

  6. American Academy of Pediatrics Committee on Fetus and N. Levels of neonatal care. Pediatrics 2012;130:587–97.

    Article  Google Scholar 

  7. Harrison WN, Goodman DC. Epidemiologic trends in neonatal intensive care, 2007-2012. JAMA Pediatr. 2015;169:855–62.

    Article  PubMed  Google Scholar 

  8. Goodman D, Little G, Harrison W, Moen A, Mowitz M, Ganduglia Cazaban C. The Dartmouth Altas of Neonatal Intensive Care. Hanover, NH: The Trustees of Dartmouth College; 2019.

    Google Scholar 

  9. Goodman DC, Ganduglia Cazaban C, Franzini L, Stukel TA, Wasserman JR, Murphy MA, et al. Neonatal intensive care variation in Medicaid-insured newborns: A population-based study. J Pediatr. 2019;209:44–51.

    Article  PubMed  Google Scholar 

  10. House SA, Singh N, Wasserman JR, Kim Y, Ganduglia-Cazaban C, Goodman DC. Small-Area Variation in the Care of Low-Risk Neonates in Massachusetts and Texas. Hosp Pediatr. 2020;10:1059–67.

    Article  PubMed  Google Scholar 

  11. Bukowinski AT, Conlin AMS, Gumbs GR, Khodr ZG, Chang RN, Faix DJ. Department of defense birth and infant health registry: Select reproductive health outcomes, 2003-2014. MSMR 2017;24:39–49.

    PubMed  Google Scholar 

  12. Mai CT, Cassell CH, Meyer RE, Isenburg J, Canfield MA, Rickard R, et al. Birth defects data from population-based birth defects surveillance programs in the United States, 2007 to 2011: highlighting orofacial clefts. Birth Defects Res A Clin Mol Teratol 2014;100:895–904.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  13. Military Health System. MHS Quality, Patient Safety, and Access Information (for Patients): TIG Single Data File 2017.

  14. American Academy of Pediatrics Section on Neonatal Perinatal Medicine. ACGME Accredited Neonatal-Perinatal Fellowships.

  15. Goodman DC, Fisher ES, Little GA, Stukel TA, Chang CH. The uneven landscape of newborn intensive care services: variation in the neonatology workforce. Eff Clin Pr. 2001;4:143–9.

    CAS  Google Scholar 

  16. Harrison WN, Wasserman JR, Goodman DC. Regional variation in neonatal intensive care admissions and the relationship to bed supply. J Pediatr. 2018;192:73–9.e4.

    Article  PubMed  Google Scholar 

  17. Goodman DC, Fisher ES, Little GA, Stukel TA, Chang CH. Are neonatal intensive care resources located according to need? Regional variation in neonatologists, beds, and low birth weight newborns. Pediatrics 2001;108:426–31.

    Article  CAS  PubMed  Google Scholar 

  18. Goodman D, Fisher E, Bronner K. Hospital and Physician Capacity Update— A Brief Report from the Dartmouth Atlas of Health Care. Hanover, NH: The Dartmouth Institute for Health Policy and Clinical Practice; 2009.

  19. Freedman S. Capacity and utilization in health care: the effect of empty beds on neonatal intensive care admission. Am Econ J Econ Policy. 2016;8:154–85.

    Article  PubMed  PubMed Central  Google Scholar 

  20. Carroll AE. The concern for supply-sensitive neonatal intensive care unit care: if you build them, they will come. JAMA Pediatr. 2015;169:812–3.

    Article  PubMed  Google Scholar 

  21. Wennberg J. Tracking Medicine: A Researcher’s Quest to Understand Health Care New York Oxford University Press; 2010.

  22. Goodman DC, Wasserman JR, Mowitz ME, Gilbert J, Stukel TA, Ganduglia-Cazaban C. Neonatal intensive care utilization and postdischarge newborn outcomes: a population-based study of texas Medicaid insured infants. J Pediatr. 2021;236:62–9.

  23. Barfield WD. Improving systems in perinatal care: quality, not quantity. JAMA 2012;307:1750–1.

    Article  CAS  PubMed  Google Scholar 

  24. Lorch SA, Maheshwari P, Even-Shoshan O. The impact of certificate of need programs on neonatal intensive care units. J Perinatol. 2012;32:39–44.

    Article  CAS  PubMed  Google Scholar 

  25. Braun D, Edwards EM, Schulman J, Profit J, Pursley DM, Goodman DC. Choosing wisely for the other 80%: What we need to know about the more mature newborn and NICU care. Semin Perinatol. 2021;45:151395.

  26. Ho T, Dukhovny D, Zupancic JAF, Goldmann DA, Horbar JD, Pursley DM. Choosing wisely in newborn medicine: five opportunities to increase value. Pediatrics 2015;136:e482–e9.

    Article  PubMed  Google Scholar 

  27. Lasswell SM, Barfield WD, Rochat RW, Blackmon L. Perinatal regionalization for very low-birth-weight and very preterm infants: a meta-analysis. JAMA 2010;304:992–1000.

    Article  PubMed  Google Scholar 

  28. Horbar JD, Soll RF, Edwards WH. The Vermont Oxford Network: a community of practice. Clin Perinatol. 2010;37:29–47.

    Article  PubMed  Google Scholar 

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Acknowledgements

The authors would like to thank the expert research support of Julie Doherty and Jordan Taylor of the Geisel School of Medicine at Dartmouth. Kathy Snell and Sandra Magallon at the Naval Health Research Center provided invaluable assistance in the analyses.

Funding

This study was funded by the US Department of Defense, Defense Health Agency Research Program.

Author information

Authors and Affiliations

Authors

Contributions

DCG conceptualized and designed the study, obtained the funding, drafted the paper, and edited the paper according to author’s comments. CJR, CH, and ATB obtained the administrative data, conducted the analyses, and drafted the Methods section. TSM obtained the military treatment facility capacity data. CJR, CH, ATB, TSM, GRG, ASC, and RJV critically reviewed the paper for important intellectual content. JKL collaborated in obtaining the funding and provided critical review and editing of the manuscript.

Corresponding author

Correspondence to David C. Goodman.

Ethics declarations

Competing interests

The authors declare no competing interests.

Ethics approval and consent to participate

The study was approved by the Institutional Review Board at the Naval Health Research Center (protocol number NHRC.1999.0003) and the Committee for the Protection of Human Subjects at Dartmouth College (protocol number STUDY00032167). The study was performed in accordance with the Declaration of Helsinki and informed consent was waived in accordance with criteria set forth by 32 CFR § 219.116(d).

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Goodman, D.C., Romano, C.J., Hall, C. et al. The association of regional perinatal risk factors and neonatal intensive care capacity for Military Health System-insured newborns. J Perinatol 43, 787–795 (2023). https://doi.org/10.1038/s41372-023-01633-4

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