A Systems-Informed Assessment of Türkiye’s Digital, Human-Capability, and Innovation Enablers for Industry 5.0 Relative to the EU-27: An Integrated CRITIC–MARCOS and Entropy–TOPSIS Approach

Industry 5.0 reframes industrial transformation as a human-centric, sustainable and resilient socio-technical transition. Yet comparable country-level evidence on the capabilities that enable this transition remains limited, particularly for late-digitalizing economies. This study benchmarks Türkiye against the 27 European Union member states using a systems-informed multi-criteria decision-making framework. Seven indicators represent three complementary capability domains: enterprise digitalization (artificial intelligence, cloud computing, data analytics and enterprise resource planning), human capability (basic or above-basic digital skills) and innovation capacity (R&D expenditure and high-technology exports). CRITIC–MARCOS is used as the primary model, while the full 2 × 2 combination of CRITIC and Entropy weighting with MARCOS and TOPSIS ranking, equal-domain weighting and indicator-exclusion tests assess sensitivity. Türkiye ranks 28th under CRITIC–MARCOS and remains between 26th and 28th across the principal specifications. Pairwise rank correlations range from 0.932 to 0.981, supporting the stability of Türkiye’s placement in the lower-readiness group despite variation in its exact rank across methods. Türkiye is below the unweighted EU-27 country mean for all indicators, with its largest relative shortfall in high-technology exports. The findings diagnose a structural gap in the digital, human-capability and innovation enablers of Industry 5.0; they do not measure the complete Industry 5.0 construct, particularly its direct human-centric, sustainability and resilience outcomes.