• Engineering education increasingly treats engineering as an integrative enterprise linking technical core with liberal arts and social context, advocating curriculum designs that span humanities, social sciences, and engineering practice [4], [11], [1], [2].

• Technology is framed not merely as science to be taught but as a distinct field with its own knowledge base and literacy goals, prompting curriculum reform toward broader technological understanding across schooling [2], [5], [8], [6].

• Critical appraisal of competence-based and quality-driven education in technical-vocational domains, contrasting management-led models with educative workplace concepts and broader quality/assessment concerns in engineering and 16–19 contexts [14], [7], [10], [19].

• Policy-relevant and economic analyses focus on vocational training's productivity and global reform, comparing NVQ-like frameworks, World Bank policy emphases, and regional reforms to understand incentives and outcomes for economies and industry [10], [12], [9], [17].