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Expanding opportunities in fashion merchandizing: a successful internship programme through an innovative collaboration with The National NeedleArts Association

2008· article· en· W2037044069 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

VenueInternational Journal of Consumer Studies · 2008
Typearticle
Languageen
FieldArts and Humanities
TopicCrafts, Textile, and Design
Canadian institutionsnot available
Fundersnot available
KeywordsInternshipClothingCourseworkCraftCapstoneMarketingStudioImage stitchingSpecialtyTrade associationBusinessMedical educationEngineeringPsychologyMedicinePolitical scienceCommerceVisual artsArt

Abstract

fetched live from OpenAlex

Abstract Internships are an important part of education in an applied field such as consumer sciences. Within consumer sciences, coursework typical of a fashion merchandizing programme exposes students, often for the first time, to issues of fibre, yarn and textile structure as well as colour and design. While these topics expand student knowledge beyond apparel, students find it difficult to imagine careers outside of the typical fashion merchandizing framework, thus limiting their internship choices to apparel retailing. Most students are unaware of the art and craft markets, specifically the needlearts of knitting, crocheting, needlepoint, cross‐stitching and embroidery. In the United States and Canada alone, this market, which includes fibre and yarn designers and producers, suppliers and retailers, constitutes an $8.5 billion industry. In summer 2006, the University of Akron and The National NeedleArts Association (TNNA), a trade association, initiated a joint venture, coined Pathways into Professional Needlearts (PiPN), to familiarize and train students in the needlearts. During the pilot programme, 10 fashion merchandizing students attended TNNA's trade show, spent 2 weeks in intense needlearts training and completed 10‐week‐long internships. TNNA appealed to its members for internship positions, which were subsequently matched with students’ abilities and expectations. The positions, scattered throughout the United States and Canada, ranged from a summer camp for school‐aged children, a design house for specialty knits, a needlepoint boutique and design business, yarn designers and distributors, to a web site and e‐business to retail boutiques. Both hosts and students benefited from new, and ongoing, business relationships. The enthusiasm for PiPN prompted TNNA to sponsor a second class in 2007. The students reported that they easily transferred their traditional fashion course concepts to their new areas of interest. They were able to apply their knowledge of textile materials, construction techniques, fashion trends, market research and consumer behaviour to both their needlearts course and subsequent internship. Students not only learned the fundamentals of the needlearts, they also gained a new perspective on the possibilities of future careers. Equally important, they experienced the personal fulfilment of self‐expression through artistic media previously not attempted and the relevance of building a community through the needlearts. They also learned that in applying the traditional content of fashion merchandizing to a related industry, they could expand consumer choice by providing a different market perspective.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.244
Threshold uncertainty score0.443

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.002
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 head0.267
GPT teacher head0.367
Teacher spread0.101 · 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