Flipped Library Instruction Does Not Lead to Learning Gains for First-Year English Students
Bibliographic record
Abstract
A Review of:
 Rivera, E. (2017). Flipping the classroom in freshman English library instruction: A comparison study of a flipped class versus a traditional lecture method. New Review of Academic Librarianship, 23(1), 18-27. http://dx.doi.org/10.1080/13614533.2016.1244770
 
 Abstract
 
 Objective – To determine whether a flipped classroom approach to freshman English information literacy instruction improves student learning outcomes.
 
 Design – Quasi-experimental.
 
 Setting – Private suburban university with 7,000 graduate and undergraduate students.
 
 Subjects – First-year English students.
 
 Methods – Students in six sections of first-year “English 2” received library instruction; three sections received flipped library instruction and three sections received traditional library instruction. Students in the flipped classroom sections were assigned two videos to watch before class, as an introduction to searching the Library’s catalog and key academic databases. These students were also expected to complete pre-class exercises that allowed them to practice what they learned through the videos. The face-to-face classes involved a review of the flipped materials alongside additional activities.
 
 Works cited pages from the students’ final papers were collected from all six sections, 31 from the flipped sections and 34 from the non-flipped sections. A rubric was used to rate the works cited pages. The rubric was based on the Association of College and Research Libraries’ Information Literacy Competency Standards for Higher Education (ACRL, 2000), Standard Two, Outcome 3a, and included three criteria: “authority,” “timeliness,” and “variety.” Each criterion was rated at one of three levels: “exemplary,” “competent,” or “developing.”
 
 Main Results – Works cited pages from the students who received non-flipped instruction were more likely to score “exemplary” for at least one of the three criteria when compared to works cited pages from the flipped instruction students (68.6% vs. 52.7%). Differences were found in the scores for “timeliness” (88.2% non-flipped scored “exemplary” compared to 58% flipped), and “variety” (55.9% non-flipped scored “exemplary” vs. 35.5% flipped). This pattern was not found for the “authority” category, in which 61.8% of non-flipped works cited pages scored “exemplary” vs. 64.5% of flipped works cited pages. 
 
 Conclusion – The results suggest that the flipped library instruction approach did not improve student learning outcomes. The study’s findings are limited by the small sample size, the unknown impact of the variability of research assignments between sections, and the lack of control over whether students in the flipped sections completed the pre-class assignments. The author also notes that future research should examine how well the content of flipped library instruction mirrors that of non-flipped instruction sessions. The study concludes that the flipped classroom model needs further research to understand whether it is a strong fit for one-shot library instruction.
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.
How this classification was reachedexpand
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 | 0.001 | 0.007 |
| 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 | 0.005 | 0.342 |
| Open science | 0.000 | 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 itClassification
machine, unvalidatedMachine predicted; both teacher heads agree on what is shown here.
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".