MétaCan
Menu
Back to cohort
Record W3036226047 · doi:10.18438/eblip29747

Interviews with Practitioners in the United Kingdom Reveal Effective Strategies for Open Access Outreach to Researchers

2020· article· en· W3036226047 on OpenAlexvenueno aff
Brittany Richardson

Bibliographic record

VenueEvidence Based Library and Information Practice · 2020
Typearticle
Languageen
FieldDecision Sciences
TopicAcademic Publishing and Open Access
Canadian institutionsnot available
Fundersnot available
KeywordsOutreachFocus groupQualitative researchMedical educationInstitutionPublic relationsMedicinePsychologySociologyPolitical scienceSocial science

Abstract

fetched live from OpenAlex

A Review of: Dawson, D. (2018). Effective practices and strategies for open access outreach: A qualitative study. Journal of Librarianship and Scholarly Communication, 6(1), eP2216. https://doi.org/10.7710/2162-3309.2216 Abstract Objective – To discover effective outreach methods used by academic libraries to promote open access (OA) publishing to researchers. Design – Semi-structured interviews Setting – 7 large research universities in the United Kingdom (UK) Subjects – 14 individuals responsible for OA outreach at their institution, including librarians and other OA practitioners Methods – Purposive sampling was used to select universities based on their membership in the UK’s Russell Group, designation in the top 20 of the Research Council UK’s OA grant-size ranking, and suggestions from other professionals. The author contacted individuals responsible for OA at these institutions by email to inform them of the study and solicit their participation. The subsequent semi-structured interviews occurred in person. Areas of focus in the interview included: job responsibilities and overview of offered scholarly communications services; sources of OA services at the institution; evolution and effectiveness of OA outreach activities; support and scholarly communication knowledge needed by researchers; and advice for fellow practitioners conducting OA outreach. Interviews were recorded, transcribed, and coded using the qualitative software NVivo. Inductive analysis was conducted to identify key themes. Main Results – The author identifies four primary themes in the coded interviews: “The Message”; “Key Contacts and Relationships”; “Qualities of the OA Practitioner”; and “Advocacy versus Compliance” (p. 1). Participants advocated for straightforward, frequent messaging tailored to the audience. The author identifies relationships as important to outreach – especially support from influential administrators and buy-in from key researchers – highlighting that face-to-face interaction is helpful when cultivating these types of relationships. Participants emphasized important qualities for OA practitioners to possess, including expertise, diplomacy, and perseverance. Establishing credibility as an expert was identified as important to generating buy-in from researchers. Finally, the author discusses the library’s role in OA advocacy vs. compliance. Some participants suggested an overemphasis on compliance to meet funder requirements may overshadow promotion of the inherent value of OA in academic publishing. Conclusions – The author suggests that because UK open access efforts are robust and have been in progress for many years, OA practitioners from the UK may possess useful insights for North American librarians with growing initiatives. The study highlights implications for practice including the identification of effective outreach strategies, evidence of the need for balanced messaging, and observations on why faculty may be resistant to outreach from librarians. The author recommends further research to determine what type of messaging is most valuable and when, suggesting less complex policies in North America may allow for more focus on the public good of OA. Successful outreach is predicated upon having enough time to gain the necessary depth of knowledge, and the study acknowledges that librarians with diverse job responsibilities may have less time to invest in this way. The author also suggests more research is needed to evaluate the impact of the dynamics between librarians and classroom faculty. The article posits that librarians who participate in research and tenure processes may find communication easier and have opportunities to promote OA through participation in university governance. Finally, the author observes that librarians are poised to have a positive impact on the scholarly publishing system through outreach to researchers who can drive systemic change.

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)0.035
metaresearch head score (Gemma)0.067
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: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.998
Threshold uncertainty score0.185

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0350.067
Meta-epidemiology (narrow)0.0010.002
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0030.005
Science and technology studies0.0170.009
Scholarly communication0.0070.008
Open science0.0020.012
Research integrity0.0040.003
Insufficient payload (model declined to judge)0.0090.003

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 head0.318
GPT teacher head0.501
Teacher spread0.183 · 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 designQualitative
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".

Quick stats

Citations0
Published2020
Admission routes1
Has abstractyes

Explore more

Same venueEvidence Based Library and Information PracticeSame topicAcademic Publishing and Open AccessFrench-language works237,207