Assessing Vocational Training Effectiveness in Indonesian Automotive SMEs: A Case Study

Thesis Abstract

This study addresses the persistent gap between vocational training provision and measurable performance outcomes within small and medium Indonesian automotive enterprises (SMEs), where skills development often fails to translate into productivity gains and quality improvements. The aim is to assess vocational training effectiveness across Indonesian automotive SMEs by examining training design, delivery, and organizational context, and how these factors influence operators’ competence, performance metrics, and job satisfaction. Specific objectives include (1) evaluating the alignment of training Curriculum with automotive shop-floor tasks; (2) examining immediate and medium-term impacts of training on technical proficiency and error rates; (3) analyzing trainers’ and trainees’ perceptions of training relevance and delivery quality; (4) identifying organizational and contextual determinants that mediate training effectiveness; and (5) proposing a framework to enhance training impact in SME settings. A mixed-methods approach is employed. The study adopts a convergent parallel design to triangulate quantitative and qualitative data. The population comprises 420 automotive SMEs in the West Java and Central Java industrial clusters, with a target sample of 180 SMEs selected via stratified random sampling to ensure representation of vehicle assembly, component fabrication, and maintenance shops. Within each SME, 360 shop-floor workers and 60 supervisors are surveyed, complemented by 30 in-depth interviews with training coordinators, line supervisors, and seasoned technicians. Data collection instruments include a structured questionnaire assessing training design (curriculum relevance, frequency, and duration), transfer of training (on-the-job application, supervisor support), and performance indicators (defect rate, productivity, machine downtime, and first-pass yield); and semi-structured interview guides to capture contextual nuances and perceived training value. Validity is established through expert panel reviews and pilot testing (n=30), while reliability is assessed via Cronbach’s alpha for multi-item scales (? > 0.75). Quantitative analysis employs multiple regression and structural equation modeling (SEM) to test a hypothesized model linking training design and delivery to transfer of training and performance outcomes, controlling for firm size, capital intensity, and operator tenure. ANOVA is used to compare differences across industry sub-sectors. Qualitative data undergo thematic analysis using an inductive coding framework to identify emergent themes related to organizational learning culture, trainer competence, and workplace support, with triangulation to quantitative findings to enhance validity. The study also applies the Theory of Planned Behavior to interpret trainees’ intentions regarding the application of new skills, and the Kirkpatrick four-level model to categorize outcomes. Expected findings anticipate that training aligned with real shop-floor tasks, supported by on-the-job coaching and supervisor reinforcement, will significantly predict higher transfer of training, reduced defect rates, and improved first-pass yields. Training frequency, duration, and the use of simulation or hands-on practice are expected to moderate these effects. The analysis is likely to reveal that organizational factors—such as management commitment, workload pressures, and incentives for continuous learning—mediate the relationship between training design and performance, while trainer expertise and perceived relevance influence trainee motivation and uptake. The study contributes to knowledge by integrating theories of transfer of training and the Theory of Planned Behavior within a SME automotive context in Indonesia, offering a context-specific validation of a transfer-based framework for vocational education effectiveness. It provides empirical evidence on how SME-specific constraints shape the translation of training into performance gains, and proposes a practical, scalable framework for optimizing vocational training programs in similar manufacturing ecosystems. The main conclusion posits that a holistic training ecosystem—comprising demand-driven curricula, structured hands-on practice, continuous supervisor involvement, and organizational incentives—significantly enhances training effectiveness and shop-floor performance. Recommendations include standardizing a modular training package tailored to common automotive tasks, implementing regular trainer development programmes, establishing continuous on-site coaching, and aligning managerial KPIs with learning outcomes to sustain motivation and accountability. Suggestions for further research include cross-regional comparative studies and longitudinal tracking of training impact on career progression and firm competitiveness.