Evidence map›Paper›PMID 41822900›Full record

ArticleFrontiers in medicine2026

Bridging evidence and practice: implementation science and bundled care strategies for fluid management in critically ill neonates.

Amelia C Pak, Javier A Neyra, Jeremiah R Brown, Colm P Travers, Michelle C Starr, Matthew W Harer, Iben Sullivan, Todd A MacKenzie, Tiago K Colicchio, Russell Griffin and 1 more

Abstract read
In one paragraph

Article in Frontiers in medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

11 authors.

Amelia C PakDepartment of Pediatrics, Division of Pediatric Nephrology, University of Alabama at Birmingham, Birmingham, Alabama, AL, United States.
Javier A NeyraDepartment of Nephrology, University of Alabama at Birmingham, Birmingham, AL, United States.
Jeremiah R BrownDepartment of Epidemiology, Dartmouth Center for Implementation Science, Dartmouth College Geisel School of Medicine, Hanover, NH, United States.
Colm P TraversDepartment of Pediatrics, Division of Neonatology, University of Alabama at Birmingham, Birmingham, AL, United States.
Michelle C StarrDepartment of Pediatrics, Division of Pediatric Nephrology, Indiana University School of Medicine, Indiana, IN, United States.
Matthew W HarerDepartment of Pediatrics, Division of Neonatology, University of Wisconsin School of Medicine and Public Health, Madison, WI, United States.
Iben SullivanDepartment of Epidemiology, Dartmouth Center for Implementation Science, Dartmouth College Geisel School of Medicine, Hanover, NH, United States.
Todd A MacKenzieDepartment of Biomedical Data Science, Dartmouth College Geisel School of Medicine, Hanover, NH, United States.
Tiago K ColicchioDepartment of Biomedical Informatics and Data Science, University of Alabama at Birmingham, Birmingham, AL, United States.
Russell GriffinDepartment of Pediatrics, Department of Epidemiology, University of Alabama at Birmingham, Birmingham, AL, United States.
David J AskenaziDepartment of Pediatrics, Division of Pediatric Nephrology, University of Alabama at Birmingham, Birmingham, Alabama, AL, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Fluid overload (FO) is a common and modifiable risk factor in critically ill neonates. FO is associated with prolonged mechanical ventilation, multi-organ dysfunction, and increased mortality. Despite substantial observational evidence and consensus-driven guidelines, standardized fluid management strategies are inconsistently applied across neonatal intensive care units (NICUs). A critical knowledge gap exists between evidence and practice. Early single-center studies suggest bundle feasibility and effectiveness but are limited in scope and generalizability. Incorporating implementation science frameworks and electronic health record (EHR) data pipeline integration can strengthen adoption, fidelity, adaptation, and sustainability of these interventions across diverse NICU settings. Pragmatic, multicenter studies that utilize EHR-based approaches are needed to help determine how to best implement functional fluid management strategies that improve patient-centered outcomes. Such bundles integrate evidence-based interventions that collectively identify high-risk patients, track, prevent, and treat FO. A structured pathway is needed to enhance scalability and uptake, systematically address barriers, tailor strategies to local contexts, and engage interdisciplinary teams. Bridging the gap between evidence and implementation through collaborative, pragmatic research has the potential to meaningfully reduce FO-related morbidity and mortality and advance neonatal critical care.

Indexed as

bundled care interventionscritically ill neonatesdissemination and implementation researchevidence-based practicefluid management protocolfluid overloadimplementation sciencepragmatic clinical studies

Identifiers

PMID41822900
PMCPMC12975575

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.