Author

Gelmar García-Vidal

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Open access Sep 2026

Explainable Machine Learning and Process Mining for ERP-Enabled Business Process Improvement: Evidence from Steel Manufacturing

Enterprise Resource Planning (ERP) systems generate transactional data, but their value for process improvement depends on converting these records into reliable event logs and useful predictions. This study evaluated a framework combining event-log readiness assessment, process mining, predictive process monitoring, t...

J. Rodríguez-Flores, Alexander Sánchez-Rodríguez, Gelmar García-Vidal et al. · Information · 0 citations

Open access Aug 2026

Female-Associated Leadership Practices and Firm Performance in Ecuadorian SMEs: The Mediating Role of Governance and Strategic Orientation

This study examines how Female-Associated Leadership Practices (FALPs) are associated with firm performance in Ecuadorian small and medium-sized enterprises (SMEs) through organizational governance and strategic orientation. Drawing on Upper Echelons Theory, social role theory, expectation states theory, and gender and...

Alexander Sánchez-Rodríguez, María Fernanda Narváez-Benavides, Verónica Alexandra Carrillo-Moya et al. · Administrative Sciences · 0 citations

Review Open access Jul 2026

From AI Use to Sustainable Value Creation Through Entrepreneurial Reconfiguration and Business Model Innovation in SMEs: Evidence from an Emerging Economy

It is suggested that AI adoption alone is unlikely to be associated with sustainable value unless SMEs develop entrepreneurial capabilities that connect AI use with business model innovation and moderating factors related to digital maturity, institutional support, environmental dynamism, firm size, and sectoral condit...

Alexander Sánchez-Rodríguez, J. Rodríguez-Flores, Reyner Pérez-Campdesuñer et al. · Sustainability · 0 citations