MétaCan
Menu
Back to cohort

Corporate social responsibility in small‐and medium‐size enterprises: investigating employee engagement in fair trade companies

2010· article· en· W2081148717 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

VenueBusiness Ethics A European Review · 2010
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicCorporate Social Responsibility Reporting
Canadian institutionsYork University
Fundersnot available
KeywordsBusinessCorporate social responsibilityEmployee engagementMainstreamPublic relationsSmall and medium-sized enterprisesMarketingSocial responsibilityPolitical science

Abstract

fetched live from OpenAlex

Employee buy‐in is a key factor in ensuring small‐ and medium‐size enterprise (SME) engagement with corporate social responsibility (CSR). In this exploratory study, we use participant observation and semi‐structured interviews to investigate the way in which three fair trade SMEs utilise human resource management (and selection and socialisation in particular) to create employee engagement in a strong triple bottomline philosophy, while simultaneously coping with resource and size constraints. The conclusions suggest that there is a strong desire for, but tradeoff within these companies between selection of individuals who already identify with the triple bottomline philosophy and individuals with experience and capability to deal with mainstream brand management – two critical employee attributes that appear to be rarely found together. The more important the business experience to the organisation, the more effort the organisation must expend in formalising their socialisation programmes to ensure employee engagement. A key method in doing this is increasing employee knowledge of, and affection for, the target beneficiaries of the CSR programme (increased moral intensity).

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)0.024
metaresearch head score (Gemma)0.044
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Meta-epidemiology (narrow), Research integrity
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.045
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0240.044
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.002
Science and technology studies0.0000.001
Scholarly communication0.0000.001
Open science0.0010.001
Research integrity0.0000.003
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 head0.162
GPT teacher head0.324
Teacher spread0.162 · 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