Contemporary employers' organizations: Adaptation and resilience
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.
Bibliographic record
Abstract
This book argues that employers’ organizations are resilient organizations that adapt to changing circumstances by developing new practices. Adaptation has been prompted by changing economic and social contexts, including state interventions and union activities. Contexts vary over time, across countries and world regions. The purpose of the book is to explore these variations and their impacts on employer organization. The book covers the following themes across four book sections: theoretical perspectives on employer collective action; employers’ organizations in different types of capitalism; different types of employers’ organizations; and international and comparative employer interest representation. Theoretical explorations examining employer power, political preferences, meta-organizing, and ideological foundations are complemented by studies of employers’ organization in China, Denmark, Australia, Germany, Turkey, Canada, and the UK. Different types such as regional and international employers’ organizations are also examined. The book is one of the few edited volumes to examine employer collective action within work and employment, and is the first since 1984 to consider western and non-western contexts. The book will be of interest to employment relations and sociology of work researchers, scholars, advanced students, and practitioners as it brings new perspectives to an understudied actor in employment relations: employers’ organizations.
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 imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.003 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it