MétaCan
Menu
Back to cohort
Record W4387607334 · doi:10.5430/ijba.v14n3p34

The Role of Situational Leadership in the Management of Small and Medium-sized Enterprises Among Durban Trucking Companies

2023· article· en· W4387607334 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.

venuePublished in a venue whose home country is Canada.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueInternational Journal of Business Administration · 2023
Typearticle
Languageen
FieldDecision Sciences
TopicBusiness Strategies and Management Research
Canadian institutionsnot available
Fundersnot available
KeywordsSituational ethicsBusinessSituational leadership theoryLeadership styleSample (material)Context (archaeology)Cost leadershipMarketingKnowledge managementPublic relationsLeadership studiesPsychologyCompetitive advantagePolitical scienceComputer science

Abstract

fetched live from OpenAlex

The present research study is focused on the analysis of the role of situational leadership in the context of small and medium-sized enterprise management. The main purpose of this research is to examine and to critically evaluate the use of different situational leadership styles in the management of SMEs. This study has sought to review leader obligations and the evolution of these leadership styles in SME management. The study has intended to provide the fundamental empirical evaluation of the role played by situational leadership in SME management. The sample for the present research has been identified from the population of registered trucking companies in Durban. A sample has been drawn from the SMEs within the registered trucking companies, using convenient sampling techniques and methods.The findings of this research have shown the positive impact that situational leadership theory has in SME management. In fact, SME owners and managers will be inspired to understand the managerial role of the appropriateness behavioural style in the contextual business situations. Also, the study recommended that owners and leaders of SMEs should ameliorate leader sovereignty and follower skills, as these often interact in predicting poor follower performance and attitudinal responses. In addition, the present study has provided the tools necessary for SME owners and managers, to guide the improvement and effectiveness of personal leadership.

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)0.003
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 score0.482
Threshold uncertainty score0.339

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
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 head0.203
GPT teacher head0.377
Teacher spread0.174 · 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