Evidence map›Paper›PMID 39933722›Full record

ArticleApplied clinical informatics2025

Sharing a Hybrid Electronic Health Record + Fast Healthcare Interoperability Resources Clinical Decision Support across Health Systems: Automating Smoking Cessation for Pediatric Caregivers.

Sameh N Saleh, Eric Kim, Jeritt G Thayer, Emara Nabi-Burza, Dean J Karavite, Jonathan P Winickoff, Alexander G Fiks, Brian P Jenssen, Nicholas Riley, Robert W Grundmeier

Abstract read
In one paragraph

Article in Applied clinical informatics, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

10 authors.

Sameh N SalehDepartment of Biomedical and Health Informatics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, United States.
Eric KimCenter for Clinical Informatics Research and Education, The MetroHealth System, Case Western Reserve University School of Medicine, Cleveland, Ohio, United States.
Jeritt G ThayerDepartment of Biomedical and Health Informatics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, United States.
Emara Nabi-BurzaDivision of General Academic Pediatrics, Tobacco Research and Treatment Center, Massachusetts General Hospital for Children, Boston, Massachusetts, United States.
Dean J KaraviteDepartment of Biomedical and Health Informatics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, United States.
Jonathan P WinickoffDivision of General Academic Pediatrics, Tobacco Research and Treatment Center, Massachusetts General Hospital for Children, Boston, Massachusetts, United States.
Alexander G FiksDepartment of Biomedical and Health Informatics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, United States.
Brian P JenssenDepartment of Biomedical and Health Informatics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, United States.
Nicholas RileyCenter for Clinical Informatics Research and Education, The MetroHealth System, Case Western Reserve University School of Medicine, Cleveland, Ohio, United States.
Robert W GrundmeierDepartment of Biomedical and Health Informatics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, United States.

Funding

Electronic Pediatric Office Systems to Support Treatment for Parental Tobacco UseR01CA245145 · NCI · MASSACHUSETTS GENERAL HOSPITAL · PI FIKS, ALEXANDER GABRIEL, WINICKOFF, JONATHAN P · 2020 to 2024
$4.7M
Center for Biomedical Informatics and Information Technology R01CA245145NCI NIH HHS R01 CA245145
6 · The paper itself

Abstract

Experiences sharing complex workflow-integrated clinical decision support (CDS) across health systems are sparse and not well reported. This case study presents the sharing of a hybrid electronic health record (EHR)-native and SMART-compatible CDS tool for automating provision of smoking cessation treatment for caregivers during pediatric visits.We conducted a comprehensive needs assessment using sociotechnical frameworks to identify workflow gaps and technical requirements. A multidisciplinary team of clinical informaticians, software developers, and EHR analysts guided the technology transfer. Iterative testing and feedback informed modifications. The evaluation tracked questionnaire uptake, tobacco use identification rates, and treatment acceptance metrics.The needs assessment revealed critical artifacts such as data architecture, source code repositories, and regulatory requirements, which informed adaptations for the recipient health system. In the preimplementation phase, JXPORT was identified for transferring EHR-native components and the EHR's Active Guidelines Framework was needed to extend the Fast Healthcare Interoperability Resources standard with ordering, posting flowsheet values, and launching activities in the embedded web application. The implementation process resulted in key modifications including same-day nicotine replacement therapy delivery through internal pharmacy services and optimized questionnaire design to improve usability. At the source system, 5.8% (

Indexed as

CaregiversDecision Support Systems, ClinicalDelivery of Health CareElectronic Health RecordsHealth Information InteroperabilityPediatricsSmoking CessationChildHumans

Identifiers

PMID39933722
PMCPMC12158575

What OpenQuestion holds

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Registered trials

None linked

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.