Evidence map›Paper›PMID 41963581›Full record

ArticleScientific reports2026

The role of emotions, stress, learning stage, and cognitive load on learning in emergency events: a mixed methods study.

Abdullah Alismail, David Lopez, Andrew Vosko, Kristin Ireland, Laren D Tan

Abstract read
In one paragraph

Article in Scientific reports, 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

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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

5 authors.

Abdullah AlismailDepartment of Cardiopulmonary Sciences, Loma Linda University Health, Loma Linda, CA, USA. Dr.Abdullah.Alismail@gmail.com.
David LopezDepartment of Cardiopulmonary Sciences, Loma Linda University Health, Loma Linda, CA, USA.
Andrew VoskoDepartment of Biomedical Sciences, Bernard J Tyson, School of Medicine, Pasadena, CA, USA.
Kristin IrelandDepartment of Cardiopulmonary Sciences, Loma Linda University Health, Loma Linda, CA, USA.
Laren D TanDepartment of Cardiopulmonary Sciences, Loma Linda University Health, Loma Linda, CA, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Simulation-based education is used to train healthcare providers; however, studies examining how emotional load stress level and cognitive load influence learning during real emergency events remain limited. This gap limits our understanding of how learning occurs which is essential for preparing novice learners for real code blue events as well as inform curriculum development and design. Therefore, the purpose of this study was to evaluate how EL, SL, CL, and learning stages influence novice learners' experiences during real emergency events, code blue, in the Intensive Care Units (ICU). A mixed-methods approach was used utilizing surveys and individual semi structured interviews. Inclusion criteria were learners had to be either a respiratory therapy students or medical residents attended a real critical event in the intensive care unit event. Their mentors evaluated them as well in the event. 50 participants-27 learners and 23 mentors participated in the study. For learners, the average age was 26.48 ± 3.8, with 55.6% being female. A total of 13 (48%) were respiratory therapy students and 14 (51.9%) were residents. The mean CL for learners was 6.67 ± 1.30 Vs 6.39 ± 1.53 for mentor evaluation, respectively. EL from both learner and mentor evaluation was toward positive emotions. Thematic analyses of the qualitative interviews among learners were: (1) Environment presentation has an effect on learning, (2) Team leader presentation in the critical event is a critical factor to team members learning and success, (3) The team function in the event in a singular mindset, (4) Unexpected events are memorable events, and (5) Learning is continuous via reflective practices post event. Learners showed more positive emotions and were in the phase where learning mostly occurs in CL during the emergency events. The themes that evolved in qualitative analysis shed light for future studies on the importance of team debrief on learners learning and emotional state.

Indexed as

CognitionEmergenciesEmotionsLearningStress, PsychologicalStudents, MedicalAdultFemaleHumansMaleMentorsCardiac arrestCode blueCognitive loadEmergency eventsEmotional level

Identifiers

PMID41963581
PMCPMC13230901

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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.