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Record W2418477363 · doi:10.1111/joms.12196

Researching Corporate Social Responsibility Communication: Themes, Opportunities and Challenges

2016· article· en· W2418477363 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.

Bibliographic record

VenueJournal of Management Studies · 2016
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicCorporate Social Responsibility Reporting
Canadian institutionsYork University
Fundersnot available
KeywordsCorporate social responsibilityTypologyExtant taxonInterpretation (philosophy)SociologyIdentity (music)Conceptual frameworkPublic relationsHeuristicKnowledge managementPolitical scienceEpistemologySocial scienceComputer science

Abstract

fetched live from OpenAlex

Abstract Growing recognition that communication with stakeholders forms an essential element in the design, implementation and success of corporate social responsibility (CSR) has given rise to a burgeoning CSR communication literature. However this literature is scattered across various sub‐disciplines of management research and exhibits considerable heterogeneity in its core assumptions, approaches and goals. This article provides a thematically‐driven review of the extant literature across five core sub‐disciplines, identifying dominant views upon the audience of CSR communication (internal/external actors) and CSR communication purpose, as well as pervasive theoretical approaches and research paradigms manifested across these areas. The article then sets out a new conceptual framework – the 4Is of CSR communication research – that distinguishes between research on CSR Integration, CSR Interpretation, CSR Identity, and CSR Image. This typology of research streams organizes the central themes, opportunities and challenges for CSR communication theory development, and provides a heuristic against which future research can be located.

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)0.006
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.657
Threshold uncertainty score0.486

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0060.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0000.001
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 head0.350
GPT teacher head0.357
Teacher spread0.007 · 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