Problem-based Learning: Nursing students’ attitude, self-reported competence, tutorial performance and self-directed learning readiness
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.
Bibliographic record
Abstract
Background and objectives: Problem-based learning (PBL) is widely recognized as progressive pedagogy for the preparation of a range of health professionals. Despite the prominence of PBL in contemporary discussions about the education of future health professionals, its value is increasingly being contested in light of shrinking resources and increasing student enrolments in universities. The objectives were to ascertain Bachelor of Nursing (BN) students’ attitude towards the value of PBL as a learning strategy; to determine BN students’ degree of certainty about their competence in PBL processes; to determine whether student performance in PBL tutorials improve over four years of study; and to compare the self-directed learning readiness of PBL students to those who are not exposed to PBL.Methods: The study followed a descriptive and comparative survey design to collect the data. Participants were BN students who were invited to participate in the descriptive survey (n = 92), and purposively selected (n = 159) for comparison between PBL (n = 54) and non-PBL (n = 105) groups.Results: The majority of students found PBL a stimulating (59.8%; n = 55), useful (65.2%; n = 60), empowering (70.6%; n = 65) and enlightening (60.8%; n = 56) learning strategy; most students (53.2%; n = 49) expressed certainty about their competence in “accessing relevant literature/evidence” but more (56.3%; n = 52) were less certain about their ability to “integrate information into nursing care”. First year students performed poorly in PBL tutorials but showed a significant improvement in the final year of study in problem-solving (p = .0001), contribution to the group (p = .000), communication (p = .000), critical thinking (p = .001), learning skills (p = .001), personal growth (p = .000) and leadership skills (p = .041). There was no significant difference between PBL and non-PBL students’ overall readiness for self-directed learning (p = .69).Conclusions: The findings suggest that BN students generally have a positive attitude towards PBL, finding it stimulating, useful, empowering and enlightening in a transformative learning environment. However, fewer students feel that they are competent in the majority of the PBL processes. The biggest learning gains for students during PBL tutorials are in problem-solving, contributions to the group, communication, learning skills, critical thinking, personal growth and leadership. PBL and non-PBL students are similar in their self-directed learning readiness regardless of the learning strategy used.
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Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.005 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it