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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 OpenAlexaboutno aff
Sheila Webber

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.

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)0.005
metaresearch head score (Gemma)0.017
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.013
Threshold uncertainty score0.037

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.017
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.005
Science and technology studies0.0040.007
Scholarly communication0.0130.022
Open science0.0010.003
Research integrity0.0050.004
Insufficient payload (model declined to judge)0.0110.003

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 head0.006
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

Classification

machine, unvalidated

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

The models applied no category: nothing in the taxonomy fit this work.
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

Citations2
Published2001
Admission routes1
Has abstractyes

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