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Record W4385633890 · doi:10.1177/23733799231191106

Facilitation of Competency-Based Learning With a Practicum Administration Software: The User Experience

2023· article· en· W4385633890 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.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenuePedagogy in Health Promotion · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicHigher Education Learning Practices
Canadian institutionsMcMaster University
Fundersnot available
KeywordsPracticumUsabilityMedical educationFocus groupFacilitationPopularitySystem usability scalePsychologyMedicineComputer scienceWeb usabilityBusiness

Abstract

fetched live from OpenAlex

Objective Technology is essential in the facilitation of many operations in higher educational institutions. The use of web-based platforms to deliver academic content, including practice-based training, has gained popularity. However, their use in practicum process administration is not well studied. In the 2020/2021 academic year, a graduate program in the Faculty of Health Science within a public university in Ontario incorporated the InPlace platform to streamline the administration of the practicum process, including goal setting. This study aimed to understand the user experience of the platform in facilitating competency-based learning. Methods Twelve students participated in two focus group sessions that lasted approximately 1.5 hr each. Two staff members participated in one-on-one semi-structured interviews. The System Usability Scale (SUS) was used as a measure of the platform’s usability. Other outcomes included staff and students’ user experience. Result Overall, the students and staff believe the platform is good for facilitating competency-based learning. The SUS score was 61.8 (95% confidence interval, [56.7, 66.9]). Eight students (66.7%) indicated that the platform was useful in helping them navigate their learning goals. Staff expressed appreciation of the program with respect to communication, practicum process, and overall program administration. Some suggestions for improving the platform were made. Conclusion The practicum placement platform has shown some initial benefits in communication and practicum process administration. In a future configuration of similar platforms, the implementation of the suggestions provided in this study may be necessary to improve usability and enhance the facilitation of competence-based learning.

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)0.003
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.198
Threshold uncertainty score0.589

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.092
GPT teacher head0.490
Teacher spread0.398 · 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