An Online, Self-directed Pharmacy Bridging Course for Incoming First-Year Students
Why this work is in the frame
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Bibliographic record
Abstract
<b>Objective.</b> To evaluate the short-term effectiveness of an online bridging course to increase the knowledge of struggling incoming students’ in crucial content areas within the Doctor of Pharmacy (PharmD) curriculum. <b>Methods.</b> An assessment was administered to all incoming first-year pharmacy students (N=180) during orientation to determine their foundational knowledge in key areas. Students who scored <70% on the assessment (N=137) were instructed to complete a 10-module, online, self-directed bridging course focusing on physiology, biochemistry, math, and medical terminology during the first two weeks of the quarter to prepare them for first-quarter coursework. After completing the bridging course, participants completed the same assessment to determine content knowledge acquisition and retention. At the end of the quarter, the assessment was again administered to all first-year students, regardless of whether they had completed the bridging course. <b>Results.</b> The average assessment score of students who completed the bridging course modules improved significantly (53% vs 76%). All students demonstrated significant improvement in assessment scores between orientation and the end of the quarter; however, bridging course participants achieved a greater increase in assessment scores (53% vs 73%) than nonparticipants (76% vs 81%). Significant relationships were found between assessment scores following completion of the bridging course and pass rates in first-quarter courses. <b>Conclusion.</b> The online, self-directed bridging course offered at Midwestern University, Chicago College of Pharmacy proved successful as a method of knowledge acquisition and as a system for early identification (within the first two weeks of the quarter) of students in need of additional academic support.
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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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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