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Record W3171877730 · doi:10.1080/09585192.2021.1919739

Human resource professionals’ human and social capital in SMEs: small firm, big impact

2021· article· en· W3171877730 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.
fundA Canadian funder is recorded on the work.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueThe International Journal of Human Resource Management · 2021
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicEntrepreneurship Studies and Influences
Canadian institutionsHEC MontréalUniversité du Québec à Montréal
FundersSocial Sciences and Humanities Research Council of Canada
KeywordsBusinessSocial capitalHuman capitalHuman resourcesHuman resource managementIndustrial organizationKnowledge managementManagementEconomic growthEconomicsComputer scienceSociology

Abstract

fetched live from OpenAlex

HR professionals have been widely ignored in the Human Resource (HR) management literature pertaining to small and medium-sized enterprises (SME). Given that entrepreneurs may be reluctant to hire HR professionals, it is important to investigate the value that HR people may bring to an SME. Addressing this literature gap, our research draws on resource orchestration theory (ROT) to link the interaction between HR professionals’ human and social capital to firm performance via the use of high-performance work practices (HPWPs). Further, this relationship depends on the SME’s size: in small firms, the link is strengthened because HR professionals’ human and social capital is more likely to create a competitive advantage in a context of resource poverty. We test the research model among a sample of 174 Canadian SMEs with fewer than 250 employees. Our results show that HR professionals’ human and social capital is more closely related to firm performance through the adoption of HPWPs in small SMEs than in large ones. Overall, our study highlights the value that HR professionals bring to small SMEs and advocates for a greater presence of HR professionals in SMEs.

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 score0.352
Threshold uncertainty score0.687

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 studies0.0010.000
Scholarly communication0.0010.000
Open science0.0010.001
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 head0.032
GPT teacher head0.295
Teacher spread0.263 · 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