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Record W4255066583 · doi:10.21203/rs.3.rs-506348/v1

Experiential Learning for Psychomotor Skills Development of Emergency Medical Services (EMS) Students: An Action Research

2021· preprint· en· W4255066583 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueResearch Square · 2021
Typepreprint
Languageen
FieldSocial Sciences
TopicProblem and Project Based Learning
Canadian institutionsMemorial University of Newfoundland
FundersKing Saud University
KeywordsPsychomotor learningExperiential learningInternshipMedical educationPracticumPsychologyCurriculumMedicinePedagogyPsychiatryCognition

Abstract

fetched live from OpenAlex

Abstract Background Experiential learning is useful for fostering the development of a wide range of clinical and relational skills. This study aimed to determine the usefulness of experiential learning for psychomotor skills development of emergency medical system (EMS) students. Methods An action research approach was used because it is useful for linking theory with action and practice. FISDAP tool was used to assess and monitor students’ performance and competencies achievement in psychomotor skills. The study was conducted at Prince Sultan College for Emergency Medical Services (PSCEMS), King Saud University (KSU). Skills Performance of 71 EMS students were analysed in the experiential learning implemented throughout the curriculum over 3 years. Results The finding indicates that the students’ skills performance fall below the minimum requirement during the clinical practicum and significantly improved during the time of internship period. The overall success rate across range between 26.58–35.74% across all the psychomotor skills. Whereas during the internship year student’s success rate range between 85.49–99.4% across all the psychomotor skills. Conclusions The findings of this study are promising and show that experiential learning is useful and effective way to develop psychomotor skills and competencies in EMS students. Educators and policy makers can use the findings for strategizing policies for curriculum planning and development.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.033
metaresearch head score (Gemma)0.004
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Meta-epidemiology (narrow), Science and technology studies, Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.328
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0330.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0030.000
Scholarly communication0.0010.000
Open science0.0020.002
Research integrity0.0010.004
Insufficient payload (model declined to judge)0.0040.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.192
GPT teacher head0.579
Teacher spread0.388 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it