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Record W2612219641

Trade Associations and the Strategic Framing of Change in Contested Issue Organizational Fields: The Evolution of Sustainability in the Canadian Mining Industry, 1993-2013

2016· dissertation· en· W2612219641 on OpenAlex
Sean Buchanan

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

VenueYorkSpace (York University) · 2016
Typedissertation
Languageen
FieldEngineering
TopicMining and Resource Management
Canadian institutionsnot available
Fundersnot available
KeywordsFraming (construction)SustainabilityPolitical sciencePublic relationsAutonomyEngineeringLaw
DOInot available

Abstract

fetched live from OpenAlex

This dissertation examines the role of intermediary organizations in processes of change in organizational fields defined by contested issues. Drawing from a 20 year longitudinal study of the evolution of sustainability in Canadian Mining, I demonstrate how trade associationswhich occupy an intermediary position between incumbents and challengers in a fieldengage in the strategic framing of field-level change through interactions with both internal (incumbent) and external (challenger) audiences. Using a variety of data sources including 102 interviews with key actors in the field and the complete internal archives of the national mining trade association between 1993 and 2013, I demonstrate the key role of bridging work in the establishment and reinforcement of strategic frames. The model I present describes the process whereby internal and external contestation reveals conceptual divides which triggers bridging work on the part of intermediary organizations. I also demonstrate how once changes are introduced to the field, contradictions in strategic frames may emerge which triggers subsequent contestation and bridging work. In addition to this qualitative study, I also develop a conceptual framework which aims to enhance our understanding of when and why TAs are likely to play an active role in field-level change. I argue that playing an active role in field-level change on the part of trade associations hinges on the need for collective action by incumbents and the degree to which a trade association has autonomy from and control over its members. I discuss the contributions of my dissertation for research on the strategic framing of field-level change, intermediary organizations in organizational fields, and research on trade associations more generally.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.385
Threshold uncertainty score0.874

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 communication0.0000.000
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 head0.015
GPT teacher head0.201
Teacher spread0.186 · 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