Preuniversity Students' Perceptions and Attitudes About an Anatomy and Physiology Outreach Program: Survey Study and Inductive Thematic Analysis
Bibliographic record
Abstract
BACKGROUND: Science and health outreach activities are aimed at motivating and sparking interest among prospective students to pursue careers in these fields; however, research studies supporting this hypothesis are limited. OBJECTIVE: The aim of our study was to organize an integrated Anatomy and Physiology outreach to examine preuniversity students' learning experiences (learning tools, activities, and facilitators) and motivation to pursue a career in health care and to gather evidence on their attitudes and perceptions of such activities. METHODS: A 2-day course on cardiorespiratory and gastrointestinal anatomical systems was presented at the Lee Kong Chian School of Medicine in Singapore using its key pedagogies, that is, multimodal practical and team-based learning. Ninety preuniversity students from 21 preuniversity institutions in Singapore participated in this 2-day course, and their experiences were evaluated using a 4-point Likert scale and open-ended survey questions. Free-text comments were analyzed using inductive thematic analysis. RESULTS: The survey using the 4-point Likert scale was completed by 81 (92%) of the 88 participants. Most students felt that the course materials were adequate (mean 3.57, SD 0.57) and met the learning objectives (mean 3.73, SD 0.52). The students felt that the instructors were clear (mean 3.73, SD 0.52) and effective (mean 3.70, SD 0.53). They liked the organization of the outreach session (mean 3.64, SD 0.48) and were highly motivated to study medicine or allied/biomedical sciences (mean 3.69, SD 0.54). Practical and team-based learning were regarded as exceedingly satisfactory (mean 3.63, SD 0.53 and mean 3.58, SD 0.54, respectively). All the respondents said that they would recommend this course to peers. Thematic analysis revealed that the participants gained a new perspective of the human body structure and function, they liked the unique learning settings, they were motivated to pursue a career in health care, they were satisfied with the sessions, and interactions with the facilitators increased their understanding of the human anatomy and physiology. CONCLUSIONS: Structured health outreach activities provide students with unique opportunities to experience a preclinical learning environment in a medical school, deepen their understanding of human body structure and function, and increase their motivation and interest in science. Further, outreach programs may lay the foundations for potential students aiming to pursue health profession education.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.006 | 0.009 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 0.001 |
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".