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Record W2023278829 · doi:10.1177/0266382014238159

Marketing information and library services: are people learning about it?

2001· article· en· W2023278829 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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
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

VenueBusiness Information Review · 2001
Typearticle
Languageen
FieldComputer Science
TopicWeb and Library Services
Canadian institutionsnot available
Fundersnot available
KeywordsAccreditationCurriculumMarketingService (business)Quality (philosophy)BusinessMedical educationMarketing researchLibrary sciencePsychologyMedicinePedagogyComputer science

Abstract

fetched live from OpenAlex

It is argued that the increasing trend for business schools to focus on marketing tangible products to consumers makes it increasingly important for future information professionals to learn about services and business-to-business (B2B) marketing. The degree to which marketing is taught in UK library schools was investigated in a survey, conducted in Summer 2001, of the extent to which library and information services (LIS) marketing and quality management were being taught as part of the curriculum. The study was a companion to ones covering the situation in North America (France Bouthillier at McGill University) and in Brazil (Sueli Mara S.P Ferreira of Sao Paulo University). The results from all three surveys were presented at the seminar held by the IFLA Management and Marketing Section, Quebec, August 2001. In the UK survey, all Library Association/ Institute of Information Scientists accredited courses (21 undergraduate and 37 postgraduate) were mailed. Questionnaires were sent to Heads of Department in each of the 17 institutions with relevant courses, where respondents were asked whether they regularly offered classes in marketing of library and information services and the management of service quality. Out of a total of 56 potential returns, 18 questionnaires were returned by eight institutions (32 per cent response rate) with eight related to undergraduate courses (38% response rate) and ten to Master’s (27% response rate). The key results of the survey are summarized. It is concluded that there has been steady improvement in the teaching of marketing to information professionals over the years, but that the change is taking place slowly.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScholarly communication
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Other design · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: none
Teacher disagreement score0.911
Threshold uncertainty score0.970

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0010.043
Open science0.0010.000
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 head0.006
GPT teacher head0.199
Teacher spread0.193 · 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