Evidence map›Paper›PMID 41781042›Full record

ArticleBMJ open2026

Establishing criteria for emergency department-based episode of care definitions: a modified Delphi study.

Keith E Kocher, Aimee D Myers, Tracy H Urech, Steven Asch, Andrew Admon, Brian S Fuehrlein, Cameron J Gettel, Neil Patel, Jesse M Pines, Nicholas S Potochny and 4 more

Abstract read
In one paragraph

Article in BMJ open, 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

14 authors.

Keith E KocherVA Center for Clinical Management Research, VA Ann Arbor Healthcare System, Ann Arbor, Michigan, USA kkocher@umich.edu.ORCID http://orcid.org/0000-0001-7256-8859
Aimee D MyersVA Center for Clinical Management Research, VA Ann Arbor Healthcare System, Ann Arbor, Michigan, USA.
Tracy H UrechCenter for Innovation to Implementation, VA Palo Alto Health Care System, Palo Alto, California, USA.
Steven AschCenter for Innovation to Implementation, VA Palo Alto Health Care System, Palo Alto, California, USA.
Andrew AdmonVA Center for Clinical Management Research, VA Ann Arbor Healthcare System, Ann Arbor, Michigan, USA.
Brian S FuehrleinMental Health Service Line, VA Connecticut Healthcare System, West Haven, Connecticut, USA.
Cameron J GettelDepartment of Emergency Medicine, Yale University School of Medicine, New Haven, Connecticut, USA.
Neil PatelNational Emergency Medicine Office, VHA Healthcare Operations Center, Washington, District of Columbia, USA.
Jesse M PinesUS Acute Care Solutions LLC, Canton, Ohio, USA.
Nicholas S PotochnyIntegrated Veteran Care Office, US Department of Veterans Affairs Veterans Health Administration, Washington, District of Columbia, USA.
Amber K SabbatiniDepartment of Emergency Medicine, University of Washington School of Medicine, Seattle, Washington, USA.
Megan VannemanInformatics, Decision-Enhancement and Analytic Sciences Center (IDEAS), VA Salt Lake City Health Care System, Salt Lake City, Utah, USA.
Michael J WardGeriatric Research, Education, and Clinical Center, VA Tennessee Valley Healthcare System, Nashville, Tennessee, USA.
Anita VashiCenter for Innovation to Implementation, VA Palo Alto Health Care System, Palo Alto, California, USA.

Funding

HSRD VA I01 HX003601
6 · The paper itself

Abstract

objective

designTraditional encounter-based analyses overlook downstream costs and complications that follow emergency department (ED) care. To enable more comprehensive evaluations, we developed standardised episode of care definitions for five common, high-cost conditions: chest pain, congestive heart failure (CHF), pneumonia, chronic obstructive pulmonary disease (COPD) and suicidality.A two-round modified Delphi panel study was conducted following a literature review and evidence synthesis. Using structured surveys with anonymous feedback, panellists rated candidate criteria. To be retained in the final episode definitions, criteria were required to meet a predefined validity threshold without panellist disagreement. Data were analysed descriptively, and meeting deliberations were recorded and reviewed thematically.

settingVirtual, supported by an online survey platform.

participantsA multidisciplinary panel of 11 experts in emergency medicine and relevant clinical specialties with 9 members participating in each round. OUTCOMES: Criteria to determine inclusion, exclusion (including pre-trigger, post-trigger and event exclusion) and risk-adjustment standards for constructing ED-based episodes of care.

resultsCandidate criteria were presented to the panel by condition: 30 for chest pain, 54 for CHF, 30 for COPD, 79 for pneumonia and 375 for suicidality. Following deliberations and re-rating, the number of valid criteria was reduced, primarily in the episode exclusion category. Thematic analysis highlighted trade-offs between episode exclusion criteria and the use of risk adjustment to account for heterogeneity.

conclusionsOperational definitions for ED-based episodes of care for five conditions were established. These may support healthcare administrators, policymakers and researchers in evaluating variation in ED care delivery and its downstream cost and outcomes.

Indexed as

Emergency Service, HospitalChest PainDelphi TechniqueEmergency Room VisitsHeart FailureHumansPneumoniaPulmonary Disease, Chronic ObstructiveEmergency DepartmentsHealth Care CostsHEALTH SERVICES ADMINISTRATION & MANAGEMENTPatient Care ManagementQuality in health care

Identifiers

PMID41781042
PMCPMC12970077

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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.