Evidence map›Paper›PMID 36798716›Full record

ArticleAdvances in medical education and practice2023

A Conceptual Framework for Instructional Design of a High Acuity and Low Occurrence Event - Simulation Based Education Training of Residents, Medical Students, and Nurses in Anaphylaxis Utilizing Curated Educational Theories.

Ahmad Hakemi, John Blamoun, Andrew Lundahl, Teresa Armstead, Kelvin Hakemi, Mishaal Malik

Open access · goldAbstract read
In one paragraph

Article in Advances in medical education and practice, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed, 1 pooled it
2.5field-weighted citation impact, top 11% of its field
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

5 citing papers in PubMed, 1 synthesis or guideline pooled it, 14 citations in OpenAlex.

  1. Pooled it
  2. Enhancing Radiation Oncology Delineation Skills Through Simulation-Based Learning (SBL): A Five-Step Practical Approach Using the ADDIE Model.Journal of cancer education : the official journal of the American Association for Cancer Education · 2026
    Review
  3. Article
  4. Blood transfusion training for prehospital providers: a scoping review.Scandinavian journal of trauma, resuscitation and emergency medicine · 2025
    Article
  5. 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

6 authors at 2 institutions in 1 country.

Ahmad HakemiCollege of Health Professions, Central Michigan University, Mount Pleasant, MI, 48859, USA.
John BlamounClinical Education, College of Medicine, Central Michigan University, Mount Pleasant, MI, 48859, USA.
Andrew LundahlClinical Pharmacy Services, Mission Pharmacy, Mount Pleasant, MI, 48858, USA.ORCID 0000-0002-3663-9709
Teresa ArmsteadSchool of Engineering and Technology, Central Michigan University, Mount Pleasant, MI, 48859, USA.
Kelvin HakemiBehavioral Health, Healthsource, Saginaw, MI, 48603, USA.
Mishaal MalikMedical Student, College of Medicine, Central Michigan University, Mount Pleasant, MI, 48859, USA.
Central Michigan University · USMission Health · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The broad goal of this educational curriculum is utilization and optimization of Simulation-Based Education (SBE) in the training of residents, medical students, and nursing staff involved in the rapid and timely recognition of Anaphylaxis and its optimized treatment. A critical gap in Anaphylaxis Diagnosis, Management, and Treatment (ADAM) has been well established across medical disciplines. It is imperative to include all members of the healthcare team, as nurses and pharmacists play key roles in anaphylaxis recognition and care. Nurses and pharmacists are proficiently trained in the initial assessment of acute patient complaints, status, and in proper dosing/administration considerations. Anaphylaxis is a High Acuity and Low Occurrence (HALO) event. Delayed recognition and administration of epinephrine-autoinjector (EAI) is a patient safety concern. Suboptimal technique and expertise in this regard is common. Literature abounds with reports of physician trainee doubts and uncertainties in the recognition and optimized management of Anaphylaxis. Importantly, Anaphylaxis is frequently misdiagnosed in hospital emergency departments. SBE methodologies are ideal for instructing HALO experiences. The framework of the "Zone of Simulation Matrix" supports the utilization of a simulation experience in this instance. Learning will be effective, enhanced, and made durable by embedding numerous specifically curated educational theories. Given the paucity in training of residents and nursing staff in Anaphylaxis, such instruction is imperative. Of note, a special emphasis in this curricular framework is the debriefing experience. Considerations will be given to the psychological safety of the trainees and the importance of the heterogeneity of prior experiences. Precise diagnosis minimizes mortality. In the hospital setting, nurses are the first responders to critical HALO events, and there is a lack of awareness of ADAM by nursing students.

Indexed as

anaphylaxisdebriefingepinephrine autoinjectorHALO eventsnurse and medical student educationresidentsimulation based educationzone of proximal developmentzone of simulation matrix

Identifiers

PMID36798716
PMCPMC9926979
OpenAlexW4319787717

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.