Evidence map›Paper›PMID 42180472›Full record

ArticleFrontiers in public health2026

Crossing life-saving thresholds: learning-forgetting trajectories in secondary-school basic life-support training: project threshold-beat.

Raquel Cantón-Cortés, Pedro Fernández-Florido, Azahara Fernández-Carbonell, Francisco Manuel Parrilla-Ruiz, Gerardo Gómez-Moreno, María de Los Ángeles Hernández-París, José Miguel Pérez-Villares, Antonio Cárdenas-Cruz

Abstract read
In one paragraph

Article in Frontiers in public health, 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

8 authors.

Raquel Cantón-CortésSpecialist in Family and Community Medicine, Emergency Department, Poniente University Hospital, El Ejido, Spain.
Pedro Fernández-FloridoCriticalLab CTS 609 Research Group (PAIDI), TEC 23 IBS Granada Research Group, Granada, Spain.
Azahara Fernández-CarbonellCriticalLab CTS 609 Research Group (PAIDI), TEC 23 IBS Granada Research Group, Granada, Spain.
Francisco Manuel Parrilla-RuizFamily and Community Medicine, Emergency Department, Virgen de las Nieves University Hospital, Granada, Spain.
Gerardo Gómez-MorenoDepartment of Medicine, University of Granada, Granada, Spain.
María de Los Ángeles Hernández-ParísFamily and Community Medicine, Emergency Department, Virgen de las Nieves University Hospital, Granada, Spain.
José Miguel Pérez-VillaresCriticalLab CTS 609 Research Group (PAIDI), TEC 23 IBS Granada Research Group, Granada, Spain.
Antonio Cárdenas-CruzCriticalLab CTS 609 Research Group (PAIDI), TEC 23 IBS Granada Research Group, Granada, Spain.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Basic life support (BLS) training in schools is a public health priority, but long-term retention of basic knowledge is poorly understood. The objective was to quantify the learning and forgetting curves of six threshold concepts (TC) of BLS in secondary school students and examine demographic moderators. Methods: A quasi-experimental design was implemented in six randomly selected schools ( Results: The mean TC score increased from 40.5% (T0) to 67.3% (T1) (Δ = 26.8%, Discussion: BLS competence depends on a small set of transformative concepts that decay at differential rates. Quarterly micro-refreshers focused on agonal respiration recognition and AED sequencing are recommended to consolidate learning pathways beyond the liminal phase.

Indexed as

Cardiopulmonary ResuscitationLearningStudentsAdolescentChildEducational MeasurementFemaleHumansMaleSchoolsbasic life supportcardiopulmonary resuscitationforgetting curvelearning curvesecondary educationstem educationthreshold concepts

Identifiers

PMID42180472
PMCPMC13190590

What OpenQuestion holds

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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.