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Record W2598390631 · doi:10.18438/b8fp6z

Without Library Resources and Services, the Scholarly Activity of Medical Faculty and Residents Would Register a Code Blue

2017· article· en· W2598390631 on OpenAlexaffvenue
Kathleen Reed

Bibliographic record

VenueEvidence Based Library and Information Practice · 2017
Typearticle
Languageen
FieldHealth Professions
TopicHealth Sciences Research and Education
Canadian institutionsVancouver Island University
Fundersnot available
KeywordsMedical libraryService (business)Library scienceInterlibrary loanMedical educationPsychologyMedicineWorld Wide WebComputer scienceBusiness

Abstract

fetched live from OpenAlex

A Review of:
 Quesenberry, A. C., Oelschlegel, S., Earl, M., Leonard, K., & Vaughn, C. J. (2016). The impact of library resources and services on the scholarly activity of medical faculty and residents. Medical Reference Services Quarterly, 35(3), 259-265. http://dx.doi:org/10.1080/02763869.2016.1189778
 
 Abstract
 
 Objective – This study aimed to determine the use of three library services – literature search service, article delivery service, and library resources – among medical faculty and residents with regard to scholarly activity.
 
 Design – Survey. 
 
 Setting – Medical Library and Health Information Centre at a large university in the United States of America.
 
 Subjects – 65 medical faculty and residents.
 
 Methods – The authors sent out 433 invitations to participate in a 23-question survey via an email distribution list. A total of 65 individuals participated, for a response rate of 15%. Questions related to the use of library services for scholarly activity, patterns of information-seeking behaviour, and instructional needs. Comments were allowed on several questions, and a final open-ended question was included.
 
 Main Results – All respondents used PubMed at least a few times a year, with 71% selecting it as their first choice to search for articles. Only 20% prioritized Google or Google Scholar above PubMed as the first place to begin a search. The most popular reasons for using library resources were “lectures, papers, research, and patient care” (p.262). The first three of these activities are types of scholarly activity.
 
 Of the 65 respondents, 46% published article(s) or book chapter(s). Within this group of authors, 67% of residents undertaking scholarly activity requested a literature review, 100% accessed online material themselves, and 67% requested articles. Faculty placed similar importance on these services, with 71% having requested a literature review, 87% having accessed materials themselves, and 75% having requested articles. Among those respondents who presented posters or papers, there was high use of library services, ranging from 59% of faculty requesting a literature review to 98% of faculty accessing online material themselves.
 
 Conclusion – The library is a key resource for faculty and residents undertaking scholarly activity. However, faculty members use the library’s services and resources for publishing articles and book chapters more than residents do. This may be because of “publish or perish” pressure, or because faculty have less time to locate research by themselves. Surveys are useful to ensure the library’s resources and services align with the needs of the user community. Inclusion of free-text comment boxes in the survey allowed users to put a “personal face” (p. 264) to their comments that would have otherwise not been captured.

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 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)0.003
metaresearch head score (Gemma)0.006
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Scholarly communication
Consensus categoriesScholarly communication
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.321
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0020.000
Scholarly communication0.0010.251
Open science0.0010.001
Research integrity0.0000.001
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 head0.110
GPT teacher head0.456
Teacher spread0.347 · 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; both teacher heads agree on what is shown here.

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".

Quick stats

Citations1
Published2017
Admission routes2
Has abstractyes

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