Experiences Flipping an Undergraduate Advertising Course
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
This article discusses the positive outcomes of changing to a flipped classroom instructional approach and how creating a greater sense of influence and control for students in group projects can positively impact multiple measures of student performance and self-reported attitudes. Two sections completed the same readings and videos covering 13 course content modules. Rather than a traditional lecture-based course, most of the class time was used on experiential learning activities. Students worked with real-world clients to create advertising campaigns. One section completed research and pitched their ideas for a social media campaign to a franchise with over 50 restaurants. This section was seen as “low ownership” because students did not know if their ideas would be implemented. The second section created an integrated marketing campaign for an event on campus that drew over 400 attendees. This section is labelled as “high ownership” because the students felt more involved with their project as they imagined, created, and executed the advertising and organization for an event. Overall, most students in both sections preferred the flipped approach to traditional lecture. While the percent of videos watched and grades did not differ between the two sections, students in the high ownership section reported more interest in their project, were more likely to recommend keeping the flipped approach, were more likely to recommend the course to others, found the flipped classroom more interesting than lecture-only classes, and said they learned more using a flipped approach vs. a lecture-only class. These results demonstrate how flipped classrooms and experiential learning exercises with real-world results can improve marketing education.
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 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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.003 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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