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Record W3007883431 · doi:10.1108/ijrdm-06-2019-0179

Towards professionalising Canadian retail management careers

2020· article· en· W3007883431 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueInternational Journal of Retail & Distribution Management · 2020
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicManagement and Organizational Studies
Canadian institutionsSeneca PolytechnicToronto Metropolitan University
Fundersnot available
KeywordsOriginalityPerceptionFraming (construction)Focus groupValue (mathematics)Public relationsAgency (philosophy)Qualitative researchSample (material)Content analysisBusinessMarketingSociologyPsychologyPolitical scienceEngineering

Abstract

fetched live from OpenAlex

Purpose The purpose of this study is to investigate patterns in the social construction of occupational jurisdiction and related professional career identity. It examines the agency associated with framing messages that influence perceptions about the professional nature and value of retail management careers. The aim is to identify sources which produce influential messages about perceptions about retail management careers and the content of these messages. Design/methodology/approach This study utilises a qualitative research methodology (focus-group interviews) to explore the observations of people involved with the monitoring and management of career messages. Two focus groups were conducted with a) nine Canadian retail practitioners and b) seven post-secondary educators from retail management education programmes. Findings The focus groups identify five sources of influential messages including (1) part-time retail work experience, (2) educational institutions, (3) parents, (4) retail industry/practitioners and (5) media. They also identify three content themes presented by these sources including (1) the importance of educational requirements, (2) the nature of occupational roles and (3) the value of the career. Research limitations/implications The significance and generalisability of the results are limited by the size and nature of the sample. Practical implications This study makes a practical contribution by identifying potential career awareness strategies. Originality/value This research makes a theoretical contribution by expanding understanding of the role of communication with career perceptions and with the related constitution of career professionalisation.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.937
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0010.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

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 head0.024
GPT teacher head0.239
Teacher spread0.216 · 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