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Record W4232531666 · doi:10.32920/14639529.v1

Collaboration between Librarians and Teaching Faculty to Teach Information Literacy at one Ontario University: Experiences and Outcomes

2021· preprint· en· W4232531666 on OpenAlex

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

Venuenot available
Typepreprint
Languageen
FieldSocial Sciences
TopicLibrary Science and Information Literacy
Canadian institutionsToronto Metropolitan University
Fundersnot available
KeywordsInformation literacyMedical educationOriginalityLiteracyPsychologyHigher educationMathematics educationPedagogyMedicinePolitical science

Abstract

fetched live from OpenAlex

Purpose: In this study, we sought to describe information literacy success outcomes for students who participated in a university course where university librarians and teaching faculty collaborated in all aspects of the course including; curricular development, assignment development, in-class teaching, office hours for individual student development, and assessment activities. The authors wanted to examine student success in attaining information literacy skills following this one semester course. Further, the authors wanted to determine what difficulties in achieving expected information literacy levels persist even after intensive collaborative instruction. Finally, the authors wished to describe the challenges of these collaborations. Methodology: The focus of this study was to determine changes in first-year university students’ information literacy knowledge and skill following a thirteen week university preparation course that was developed through strong collaboration between university librarians and teaching faculty. Students entering their first semester of university were tested on their information literacy skills without feedback. They then took part in the required course and were post tested in the last week of the semester. Findings: Student showed strong increases in information literacy from this collaborative approach. In addition, teaching faculty and librarians felt positive about the collaborative experience. However, some students showed misunderstandings about information literacy that requires further research. Originality and Practical Implications: Our unique contribution here is our description, experiences and detailed outcomes with a collaborative process to teach information literacy. Based on our experiences here, we believe that collaboration will work best if it is planned at a curricular level, if the librarians are truly integrated into the classroom, if the librarians provide input on assignments and help with student feedback, and if targeted information literacy knowledge is tested. This planning takes time, but the librarians offer unique contributions and insight into issues surrounding information literacy that may not be obvious to faculty instructors. In our study, we also found that students confuse assignment requirements with general information literacy standards and those teaching information literacy need to be aware of these confusions. Finally, integration of librarians into college/university courses has benefits in terms of increases in student information literacy and increases in librarian knowledge of faculty expectations.

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 imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScholarly communication
Consensus categoriesScholarly communication
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.582
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0030.039
Open science0.0000.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.025
GPT teacher head0.294
Teacher spread0.270 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Quick stats

Citations15
Published2021
Admission routes2
Has abstractyes

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