Evidence map›Paper›PMID 41191873›Full record

ArticleJournal of medical Internet research2025

Combining International Standards to Develop Clinical Decision Support for Parent Smoking Cessation in Pediatrics.

Jeritt G Thayer, Brian P Jenssen, Alexander G Fiks, Dean Karavite, Janani Ramachandran, Shannon Kelleher, Ekaterina Nekrasova, Jeremy E Drehmer, Emara Nabi-Burza, Jonathan P Winickoff and 1 more

Abstract read
In one paragraph

Article in Journal of medical Internet research, 2025. 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.

Jeritt G ThayerDepartment of Biomedical and Health Informatics, Children's Hospital of Philadelphia, Philadelphia, PA, United States.ORCID http://orcid.org/0000-0002-9202-539X
Brian P JenssenDepartment of Biomedical and Health Informatics, Children's Hospital of Philadelphia, Philadelphia, PA, United States.ORCID http://orcid.org/0000-0001-6082-4931
Alexander G FiksDepartment of Biomedical and Health Informatics, Children's Hospital of Philadelphia, Philadelphia, PA, United States.ORCID http://orcid.org/0000-0001-6525-8764
Dean KaraviteDepartment of Biomedical and Health Informatics, Children's Hospital of Philadelphia, Philadelphia, PA, United States.ORCID http://orcid.org/0000-0003-0554-5715
Janani RamachandranClinical Futures, Children's Hospital of Philadelphia, 2716 South Street, Philadlphia, PA, 19146, United States, 1 267-425-1699.ORCID http://orcid.org/0000-0003-1764-0920
Shannon KelleherClinical Futures, Children's Hospital of Philadelphia, 2716 South Street, Philadlphia, PA, 19146, United States, 1 267-425-1699.ORCID http://orcid.org/0000-0002-5645-658X
Ekaterina NekrasovaClinical Futures, Children's Hospital of Philadelphia, 2716 South Street, Philadlphia, PA, 19146, United States, 1 267-425-1699.ORCID http://orcid.org/0009-0000-3405-7919
Jeremy E DrehmerTobacco Research and Treatment Center, Division of General Academic Pediatrics, Massachusetts General Hospital for Children, Massachusetts, MA, United States.ORCID http://orcid.org/0000-0002-5022-5836
Emara Nabi-BurzaTobacco Research and Treatment Center, Division of General Academic Pediatrics, Massachusetts General Hospital for Children, Massachusetts, MA, United States.ORCID http://orcid.org/0000-0002-3910-1824
Jonathan P WinickoffTobacco Research and Treatment Center, Division of General Academic Pediatrics, Massachusetts General Hospital for Children, Massachusetts, MA, United States.ORCID http://orcid.org/0000-0001-6126-9095
Robert W GrundmeierDepartment of Biomedical and Health Informatics, Children's Hospital of Philadelphia, Philadelphia, PA, United States.ORCID http://orcid.org/0000-0002-8290-5588

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Unlabelled: Smoking is associated with severe health consequences. Secondhand smoke exposure among children increases the risk of sudden infant death syndrome, chronic respiratory diseases such as asthma, and lung cancer in adulthood. For many parents, pediatricians are the primary source of interaction with the health care system. Nevertheless, in pediatric settings, appropriate tobacco treatments are rarely, if ever, provided to parents who smoke. To best address tobacco use among parents, it is ideal to develop scalable solutions that are coordinated across health systems, community partners, and national services within pediatric settings. We describe our experience in developing and implementing a parent tobacco treatment platform within a pediatric institution that leverages multiple international standards to support interoperability, with the overarching goal of providing a model for how such work can be approached. The clinical decision support (CDS) system includes clinician- and patient-facing components, connects parents to 3 different treatment options (nicotine replacement therapy, text-based counseling, and telephonic counseling), and incorporates 3 international standards (Fast Healthcare Interoperability Resources [FHIR], SMART on FHIR, and CDS Hooks). FHIR is used across all components. SMART on FHIR is limited to the clinician-facing tool, and CDS Hooks is used in the patient-facing portion. While health care interoperability standards supported a significant portion of the overall system, nonstandard technologies and enhancements of existing standards were also required. Furthermore, no connections with community partners could use existing interoperability standards. Over one year, the CDS was used in 194,946 visits, identified 7847 parents who smoked, and connected 2954 parents to 6320 distinct treatment services, a significant improvement compared to prior efforts. Our project demonstrates that building CDS systems using international standards, such as SMART on FHIR, FHIR, and CDS Hooks, is possible, but challenges remain. Limits in the CDS Hooks standard to support common workflows and a lack of communication standards used by third parties outside the health care system represent areas for future work. To support these requirements, additional electronic health record-specific records and communication mechanisms are required.

Indexed as

Decision Support Systems, ClinicalParentsPediatricsSmoking CessationAdultChildHumansclinical decision support systemshealth information interoperabilityhealth information standardshealth information technologypopulation healthsmoking cessation

Identifiers

PMID41191873
PMCPMC12588596

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.