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Record W3110140986 · doi:10.1002/hrdq.21414

Breaking the mold: Retention strategies for generations X and Y in a prototypical accounting firm

2020· article· en· W3110140986 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.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueHuman Resource Development Quarterly · 2020
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicFamily Business Performance and Succession
Canadian institutionsCarleton University
Fundersnot available
KeywordsWorkforceIdentity (music)General partnershipBusinessWork (physics)AccountingMarketingPublic relationsEconomicsPolitical scienceFinance

Abstract

fetched live from OpenAlex

Abstract The success of Canadian accounting firms depends on their ability to adapt their long‐standing HR structures and HRD practices to meet the expectations of today's workforce. Generational identity theory and theory explaining employee expectations informed our analysis of a multi‐method (interviews and appreciate inquiry workshops) case study which employed an action research approach. Data were collected from 36 Gen X and Y knowledge workers who were part of the firm's talent pool to determine how closely the work and career expectations of today's (i.e., Generation X and Generation Y) accountants align to the prototypical HR structures and practices of professional partnership (P 2 ) accounting firms. Three main contributions arise out of our qualitative analysis. First, it contributes to generational identity theory by providing a comparison between Generation X and Y in terms of their career and work expectations. Second, it demonstrates why firms with traditional practices and structures may be having difficulty retaining talent in today's labor market. Third, it provides evidence as to why prototypical accounting firms need to change and suggestions on how they can change their HR practices and HRD strategies to enhance retention and better meet the expectations of today's workforce.

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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.379
Threshold uncertainty score0.758

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0010.001
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 head0.042
GPT teacher head0.245
Teacher spread0.204 · 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