Antibiotic stewardship has become a high priority in neonatal intensive care units (NICU) given the low incidence of culture-proven infection coupled with a greater understanding of risks of antibiotic exposure [1, 2]. Accurate detection of changes in antibiotic use in response to stewardship interventions is key to determining best practices for a given NICU. Most NICUs use an antibiotic use metric that accounts for all antibiotic use over the NICU course, which may prevent effective detection of improvement and hinder antibiotic stewardship efforts [3]. We hypothesized that stratifying this metric by gestational age and by the first seven days after birth may be more sensitive at detecting improvement than using the unstratified metric.
This is a single-center study at a level IV NICU from March 2019 to January 2023. The active intervention phase occurred from March 2021 to January 2023 during an ongoing statewide multicenter antibiotic stewardship quality improvement collaborative. Plan-Do-Study-Act (PDSA) cycles included creation and implementation of separate early-onset sepsis (EOS) guidelines for neonates ≥35 weeks’ gestational age (GA) and <35 weeks’ GA, guided by the 2018 American Academy of Pediatrics recommendations [1, 2]. The primary outcome was Antibiotic Utilization Rate (AUR), defined as the number of days patients receive at least one dose of parenteral antibiotic divided by total patient days. Both unstratified and stratified monthly AURs were captured automatically and compared using p-charts.
During the study period, a total of 3754 patients were included which accounted for 41,757 patient-days. The first seven day AUR for all babies detected 12 consecutive months of special cause variation (SCV) with a 23% reduction in AUR, while total monthly AUR failed to detect any improvement (Fig. 1A, B). Once stratified by GA, the ≥35 weeks’ monthly AUR detected 9 consecutive months of improvement that was not detected by unstratified AUR. This, however, was not sustained. Further stratification by the first seven days resulted in 13 consecutive months of SCV with a 30% reduction in AUR. This improvement was sustained for 19 months (Fig. 1C, D). The <35 weeks’ first seven day AUR detected 9 consecutive months of SCV with a 27% reduction in AUR, which was undetected by the <35w total AUR nor by total unstratified AUR (Fig. 1E, F).
Unstratified p-chart showing all gestational age (GA) total AUR (A) compared to all GA first seven day AUR (B); stratified p-chart showing total AUR (C) compared to first seven day AUR for ≥35 weeks’ gestation (D); stratified p-chart showing total AUR (E) compared to first seven day AUR for <35 weeks’ gestation (F).
AUR is a common metric in antibiotic stewardship, yet research on the most optimal approach to its use is limited. Perhaps the difficulty in detecting improvement in AUR lies in a flawed approach to its use. It has been previously stated that the persistently wide range of AURs between NICUs suggests that it is unlikely that one size AUR fits all [4]. In our center, we found that stratifying AUR by GA cohorts and by the first seven days was more sensitive at detecting improvement over time than using unstratified total monthly AUR. We developed separate EOS guidelines for infants ≥35 weeks’ and those <35 weeks’, largely in line with the 2018 American Academy of Pediatrics recommendations [1, 2]. As such, our center approached assessment of their AUR separately. This approach is in line with findings by Flannery, et al, where it was shown that patient-level characteristics such as GA are independently associated with AUR [5]. Similarly, we decided to focus on the first seven days after birth as this is more reflective of EOS stewardship. This also allowed us to capture objective data on provider practices of 36–48 hour ‘rule outs’ versus extended courses to five or seven days. By doing so, we detected significant sustained improvement with 27–30% reduction in the two cohorts, a change that was completely missed using the unstratified metric.
Antibiotic stewardship relies on effectively detecting improvements during rapid PDSA cycles, but unstratified metrics may overlook such improvements and hinder stewardship efforts. Stratifying our metric by GA and/or by the first seven days was more sensitive for detecting improvements in EOS stewardship. NICUs involved in EOS stewardship should consider adopting this method or, alternatively, investigate other variations of metrics which may better support their antibiotic stewardship goals.
References
Puopolo KM, Benitz WE, Zaoutis TE, Committee on Infectious Diseases. Management of neonates born at ≥35 0/7 weeks’ gestation with suspected or proven early-onset bacterial sepsis. Pediatrics. 2018;142:e20182894.
Puopolo KM, Benitz WE, Zaoutis TE, Committee on Infectious Diseases, Committee on Fetus and Newborn. Management of neonates born at ≤34 6/7 weeks’ gestation with suspected or proven early-onset bacterial sepsis. Pediatrics. 2018;142:e20182896.
Optimizing antibiotic stewardship in California NICUs [Internet]. Stanford University School of Medicine [cited 2023 Sept 2]. Available from: https://www.cpqcc.org/improvement/projects/OASCN.
Flannery DD, Puopolo KM. Neonatal antibiotic use: how much is too much? Pediatrics. 2018;142:e20181942.
Flannery DD, Mukhopadhyay S, Jensen EA, Gerber JS, Passarella MR, Dysart K, et al. Influence of patient characteristics on antibiotic use rates among preterm infants. J Pediatric Infect Dis Soc. 2021;10:97–103.
Acknowledgements
Matthew Sonesen, Technology R&D, Enterprise Information Services. We would like to acknowledge Mr. Matthew Sonesen for his work in data capture from Epic into Tableau.
Funding
Open access funding provided by SCELC, Statewide California Electronic Library Consortium.
Author information
Authors and Affiliations
Contributions
S.H. is the lead and corresponding author and has been extensively involved in the planning, development, and implementation of the stewardship efforts as well as in the data collection and analysis. K.P. has provided supervision and mentorship and has also been involved in data collection and analysis. S.H. wrote the initial manuscript and K.P. was involved in reviewing and editing drafts.
Corresponding author
Ethics declarations
COMPETING INTERESTS
The authors declare no competing interests.
Additional information
Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.
About this article
Cite this article
Hallaian, S., Payton, K. Stratifying antibiotic use metrics by gestational age and first seven days optimizes antibiotic stewardship in neonatal intensive care units. J Perinatol (2023). https://doi.org/10.1038/s41372-023-01826-x
Received:
Revised:
Accepted:
Published:
DOI: https://doi.org/10.1038/s41372-023-01826-x