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Record W2941847874 · doi:10.5539/ibr.v12n5p133

Transformational Leadership and Work Engagement in the Automotive Retail Industry: A Study of South Africa

2019· article· en· W2941847874 on OpenAlexvenueno aff
Abhinanda Gautam, Ebin -Enslin

Bibliographic record

VenueInternational Business Research · 2019
Typearticle
Languageen
FieldDecision Sciences
TopicLeadership, Behavior, and Decision-Making Studies
Canadian institutionsnot available
Fundersnot available
KeywordsTransformational leadershipTransactional leadershipAutomotive industryLeadership styleMarketingBusinessWork engagementExploratory researchWork (physics)Public relationsPolitical scienceSociologyEngineering

Abstract

fetched live from OpenAlex

Real leadership is needed in the automotive industry’s competitive environment to guide subordinates so that they share goals, attitudes, values, and work towards the achievement of organisational strategies. Macroenvironmental changes such as the slowdown in the South African economy, labour unrest, high unemployment levels, a weakening currency, and new vehicle price increases have had a detrimental effect on automotive retailers and can be blamed partially for dealers struggling to reach targets in recent years. This perpetually fluctuating external environment promotes corresponding internal automotive dealership changes and strategies. This might mean changes to intangible resources like dealership processes, policies, procedures, or physical resources like people, demographics, materials and products. In both cases, strong leadership is required. The primary aim of this exploratory study was to determine whether sales managers exhibited a predominately transactional or transformational leadership style, and to understand current levels of work engagement of sales executives in motor dealerships’ new and used vehicle sales departments. A secondary aim was to examine the correlation between the prevailing leadership style (either transactional or transformational) of sales managers and the level of work engagement of sales executives. The research method included a formal quantitative, cross-sectional survey. Data was collected using questionnaires developed by international researchers in the field of transformational and transactional leadership and work engagement. The main findings of this research will contribute to current literature and knowledge relating to work engagement and its interdependence with transformational and transactional 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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.037
Threshold uncertainty score0.073

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0040.001
Scholarly communication0.0020.002
Open science0.0000.002
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0030.000

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 head0.540
GPT teacher head0.478
Teacher spread0.062 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations8
Published2019
Admission routes1
Has abstractyes

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