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Record W3217527640 · doi:10.1080/1553118x.2021.1966014

Isomorphic Patterns with Unique Flair: Employer Branding Strategies Emerge among Top-performing Employers

2021· article· en· W3217527640 on OpenAlex
Chelsie J. Smith, Christina Smylie

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

VenueInternational Journal of Strategic Communication · 2021
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicEmployer Branding and e-HRM
Canadian institutionsCarleton University
Fundersnot available
KeywordsEmployer brandingAttritionWorkforceLegitimacyPublic relationsMarketingBusinessBalance (ability)PsychologyPolitical science

Abstract

fetched live from OpenAlex

Online recruitment has become ubiquitous, just as many scholars predicted it would in early research and theory related to online employer branding. Studies from the early 2000s provide evidence of branding patterns that organizations used to signal their legitimacy as an employer, yet the landscape of online recruitment and the predominant values of the current workforce have transformed since these initial investigations. As such, this study sought to develop an updated understanding of strategic employer branding by examining the websites of employers of choice. Among a sample of 59 organizations awarded for embodying the values of modern job seekers (work-life balance, job satisfaction, supportive of women, and financial growth), a content analysis of the text communicated on their About Us and Careers corporate webpages was performed. Though isomorphic patterns of communication emerged both among and between pages, there was simultaneous evidence that organizations strive to highlight their unique characteristics as well. These findings are discussed through the lenses of institutional theory and the attraction-selection-attrition model, and further outline their implications for other organizations seeking competitive advantage through employer branding. Finally, researchers are called upon to continue to explore the systematic communication of employer brands and how these brands are managed.

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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.244
Threshold uncertainty score0.962

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 communication0.0010.003
Open science0.0010.000
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 head0.036
GPT teacher head0.265
Teacher spread0.230 · 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