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Record W4405539905 · doi:10.18438/eblip30604

Faculty at an R2 University Show Varied Perceptions Toward Publishing and Using Open Access Scholarship

2024· article· en· W4405539905 on OpenAlexvenueno aff
Abbey Lewis

Bibliographic record

VenueEvidence Based Library and Information Practice · 2024
Typearticle
Languageen
FieldArts and Humanities
TopicPublishing and Scholarly Communication
Canadian institutionsnot available
Fundersnot available
KeywordsScholarshipPublishingLibrary sciencePerceptionScholarly communicationPsychologyMedical educationSociologyWorld Wide WebMedia studiesComputer sciencePolitical scienceMedicine

Abstract

fetched live from OpenAlex

A Review of: Scott, R. E., Murphy, J. A., Thayer-Styes, C., Buckley, C. E., & Shelley, A. (2023). Exploring faculty perspectives on open access at a medium-sized, American doctoral university. Insights the UKSG Journal, 36(1), 1-14. https://doi.org/10.1629/uksg.620 Objective – To examine faculty members’ preferences, experiences, and current practices for publishing and using Open Access (OA) content. Design – Qualitative interviews and inductive coding of participants’ responses. Setting – Illinois State University (ISU), a public R2 university. Subjects – Twenty-five faculty members, representing all of ISU’s colleges. Methods – Authors recruited participants via a faculty electronic mailing list, selecting 25 faculty members representing all of ISU’s colleges, as well as differing academic ranks and length of time since earning their terminal degrees. Interviews were conducted, recorded, and transcribed over Zoom. Authors used inductive coding to identify themes, while also seeking input from participants and external professionals to guarantee accurate and detailed representation of participants’ responses to the interview questions. Main Results – All participants placed themselves somewhere on the spectrum between being completely opposed to, and enthusiastically participating in, OA publishing, with many noting tension between a principled belief in OA scholarship and difficulties with carrying out those beliefs due to journal quality or article processing fees. Some scholars were able to make use of grants, transformative agreements, or departmental funds to cover the costs associated with OA publishing. Disciplinary norms governed the sharing or use of unpublished, publicly accessible scholarship, with scholars in the sciences being more likely to place works in disciplinary repositories, such as arXiv. Participants expressed hesitation to post preprints to repositories due to lack of peer-review, legal considerations, and having one’s research ideas “scooped.” Lack of peer-review also contributed to hesitancy to cite preprints, although arXiv emerged as a highly regarded repository in terms of article quality for relevant scientific disciplines. Conclusion – The authors conclude that perceptions of OA publishing are heavily determined by disciplinary norms, leading to a broad range of practices even within an R2 university. This necessitates multiple approaches by libraries to make OA publishing more possible and palatable for scholars including facilitating access to funds that alleviate or cover article processing fees, hosting OA journals, and providing quality education and support for publishing in reputable OA journals in one’s field. The authors see sustained shifts toward publishing in OA models as also likely to lead to scholars' increasing their use of others’ OA materials.

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 machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.014
metaresearch head score (Gemma)0.035
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesScholarly communication, Open science
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.999
Threshold uncertainty score0.072

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0140.035
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.004
Science and technology studies0.0090.008
Scholarly communication0.0100.007
Open science0.0010.008
Research integrity0.0020.001
Insufficient payload (model declined to judge)0.0080.002

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 head0.204
GPT teacher head0.359
Teacher spread0.155 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

Study designObservational
Domainnot available
GenreEmpirical

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".

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Citations0
Published2024
Admission routes1
Has abstractyes

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