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Record W6987466602

A survey of doctoral theses accepted by universities in the UK and Ireland for studies related to tourism, 1990-1999

2002· article· en· W6987466602 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

VenueUWE Research Repository (UWE Bristol) · 2002
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicHospitality and Tourism Education
Canadian institutionsnot available
Fundersnot available
KeywordsQuarter (Canadian coin)Subject (documents)Northern irelandPositivismIndex (typography)
DOInot available

Abstract

fetched live from OpenAlex

The Index of Theses provided the single source for multiple searches utilizing the following key words: ‘holiday’, ‘holidaymaker’, ‘holidays’, ‘tourism’, ‘tourist’, ‘tourists’, ‘travel’, ‘visitor’ and ‘visitors’. A refined list of 149 doctoral theses accepted by universities in the UK and Ireland between 1990 and 1999 is reported. Results of the survey are reported for awarding university and year of acceptance, subject categories, location of fieldwork and methods of data collection and analysis. The universities of Strathclyde and Surrey accepted just over a quarter of all theses in the reported period. The frequency of accepted theses rose from four in 1990 to 29 in 1997 with a mean yearly average since 1996 of 23. Twenty-two subject categories were created. Four frequent areas of study were reported; development, impact, behaviour and industry and these accounted for approximately half of the theses. Fieldwork locations were spread across the major regions of the world with studies of the UK comprising less than a quarter of the theses. The analysis of methods confirms the prevailing influence of positivist (questionnaire) and hermeneutic (interview) epistemologies in these studies of tourism. © 2002, Sage Publications. All rights reserved.

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)0.002
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation 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: Empirical
Teacher disagreement score0.554
Threshold uncertainty score0.973

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
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 head0.100
GPT teacher head0.343
Teacher spread0.243 · 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