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Record W70581565

Evaluating the Impact of the School Library Resource Center on Learning.

2001· article· en· W70581565 on OpenAlex
Dorothy Williams, Caroline Wavell

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.

venuePublished in a venue whose home country is Canada.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueSchool Libraries Worldwide · 2001
Typearticle
Languageen
FieldSocial Sciences
TopicLibrary Science and Information Literacy
Canadian institutionsnot available
Fundersnot available
KeywordsCurriculumPublic relationsInformation and Communications TechnologyResource (disambiguation)AccountabilitySchool libraryInclusion (mineral)Government (linguistics)Political scienceSociologyPedagogyLibrary scienceComputer scienceSocial science
DOInot available

Abstract

fetched live from OpenAlex

Of Special Interest This research project, funded by Resource: the Council for Museums, Archives and Libraries in the United Kingdom, investigated the impact of the school library resource center (SLRC) on learning, first, by looking at what teachers, students and librarians perceived to be the learning experiences taking place in this environment and, second, by examining specific examples of SLRC activity to identify whether this learning was indeed happening and how it might be monitored. The evidence of this research is that the potential to impact on learning goes well beyond impact on information handling skills. The article explores the challenges of the SLRC and offers some recommendations for those seeking to evaluate the impact of their own SLRC on Introduction The school library resource center (SLRC) has been recognized as having a key role in supporting information and communication technology (ICT) initiatives and the development of the skills required to extract and to use information effectively. Recent government initiatives in the United Kingdom to raise educational standards, encourage social inclusion, and introduce information technology throughout the curriculum have led to a shift in emphasis toward the development of core skills to enable students to learn independently, both in the school environment and beyond. Similar developments have been taking place in other countries, and the research project discussed in this article has widespread implications. Alongside these educational developments, local authorities in the UK, including educational establishments and public libraries, are required to demonstrate public accountability in terms of service to clients and value for money. The increased expenditure on technology, as well as the traditional hard copy resources in the SLRC, has prompted a need for improved assurance. The school library profession has embraced this and, in Scotland, performance measurement has been integrated into the system used by the school as a whole. Traditional evaluation of a library service has looked at outputs in terms of statistical information relating to expenditure, resources, and use. However, the emphasis in recent guidelines on evaluation of the SLRC is on service outcomes and the qualitative approach to evaluation that this entails. For example, one of the performance indicators in the Scottish schools' assurance document (HMI Audit Unit, 1996) and the SLRC equivalent (SOEID/SCCC/SLA/SLIC, 1999) is the quality of pupils' learning. This is an area that librarians have found difficult to tackle, especially as the literature hints at the need for a critical look at the learning without giving clear guidelines on how to achieve this on a practical level. (Librarians in Scottish schools are professionally qualified as librarians, rather than holding a dual qualification in teaching and librarianship.) Teachers understand the need to encourage use of the SLRC and its resources through the curriculum and to develop independence beyond the classroom, but do not necessarily place sufficient emphasis on the skills required to ensure the SLRC can contribute most effectively to student These issues form a backdrop for research that has recently been completed at The Robert Gordon University in Aberdeen. The research examined the impact of the SLRC on The study complements the work already undertaken in the United States where Lance, Welborn, and HamiltonPennellet (1993, 1999, 2000a, 2000b) have linked the provision of a SLRC to academic achievement. The study also complements work reported in the theme issue of School Libraries Worldwide (Hopkins & Zweizig, 1999) in which the evaluation team of the Library Power initiative connect improvements in the of provision of service with greater opportunities for students to develop information handling skills through an integrated approach to inquiry. …

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.

Direct model labels (unvalidated)

Per-model category and study-design labels from the labeling rounds. They are machine output, unvalidated, and the disagreement between models ships as data. No study design here is MEDLINE-validated yet.

Model armCategoriesStudy designConfidence
gemmano category
Domain: not available · Genre: Empirical
About the Canadian research system: no · About a Canadian topic: no
Observationallow
gptno category
Domain: not available · Genre: Empirical
About the Canadian research system: no · About a Canadian topic: no
Observationalhigh
models agreeAgreement compares identical category sets and study designs across arms.

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)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Scholarly communication, Insufficient payload (model declined to judge)
Consensus categoriesScholarly communication
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.564
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.002
Science and technology studies0.0020.001
Scholarly communication0.0010.014
Open science0.0020.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0080.000

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 head0.033
GPT teacher head0.336
Teacher spread0.303 · 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