Evidence map›Paper›PMID 40417487›Full record

ArticleAMIA ... Annual Symposium proceedings. AMIA Symposium2024

Changes in Health Information Exchange Use Behavior After Introduction of a Fast Healthcare Interoperability Resources (FHIR) Application.

Haleigh M Kampman, Rebecca L Rivera, Seho Park, Jason T Schaffer, Amy Hancock, Saurabh Rahurkar, Paul Musey, Diane Kuhn, Joshua R Vest, Titus K Schleyer

Abstract read
PubMed Full text at PMC
In one paragraph

Article in AMIA ... Annual Symposium proceedings. AMIA Symposium, 2024. 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

10 authors.

Haleigh M KampmanRichard M. Fairbanks School of Public Health - Indiana University, Indianapolis, IN.
Rebecca L RiveraRegenstrief Institute, Inc., Indianapolis, IN.
Seho ParkHongik University, Seoul, South Korea.
Jason T SchafferDepartment of Emergency Medicine, Indiana University School of Medicine, Indianapolis, IN.
Amy HancockRegenstrief Institute, Inc., Indianapolis, IN.
Saurabh RahurkarCATALYST Center - Ohio State University Wexner Medical Center, Columbus, OH.
Paul MuseyDepartment of Emergency Medicine, Indiana University School of Medicine, Indianapolis, IN.
Diane KuhnDepartment of Emergency Medicine, Indiana University School of Medicine, Indianapolis, IN.
Joshua R VestRichard M. Fairbanks School of Public Health - Indiana University, Indianapolis, IN.
Titus K SchleyerRegenstrief Institute, Inc., Indianapolis, IN.

Funding

Quality Assurance and Quality Control Project Management: Improving Submissions and Study Conduct in the Human Subjects Research Prior Approval ProcessUL1TR002529 · NCATS · INDIANA UNIVERSITY INDIANAPOLIS · PI MOE, SHARON M, WIEHE, SARAH ELIZABETH · 2018 to 2022
$27.2M
The Indiana Training Program in Public & Population Health InformaticsT15LM012502 · NLM · INDIANA UNIVERSITY INDIANAPOLIS · PI Brian E. Dixon, William F Fadel · 2017 to 2026
$4.7M
AHRQ HHS R01 HS027185NCATS NIH HHS UL1 TR002529NLM NIH HHS T15 LM012502
6 · The paper itself

Abstract

The aim of our study was to characterize emergency department clinicians' health information exchange (HIE) use patterns after the implementation of a Fast Healthcare Interoperability Resources (FHIR) application. Using longitudinal electronic health record log data, we categorized HIE use behavior as: no HIE use (0), Web-based viewer use only (1), FHIR application use only (2), or Web-based viewer and FHIR application use (3). We sequenced HIE use behavior from September 2019 to February 2023, then employed hierarchical agglomerative clustering to identify clinician characteristics associated with each HIE use pattern. Our results showed four usage patterns representing (1) clinicians who "lagged" in HIE use and continued as sporadic HIE users (n=66, 46.1%), (2) "late adopters" who had more consistent usage over time (n=32, 22.4%), (3) "legacy users" whose preferred modality was the Web-based viewer (n=25, 17.5%), and (4) "mixed modality users" who displayed frequent changes in HIE access modality (n=20, 14.0%).

Indexed as

Emergency Service, HospitalHealth Information ExchangeHealth Information InteroperabilityElectronic Health RecordsHumansFast Healthcare Interoperability ResourcesFHIRHealth Information ExchangeHIEInteroperability

Identifiers

PMID40417487
PMCPMC12099321

What OpenQuestion holds

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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.