From graduate data to institutional action: Malaysian evidence on integrated governance for graduate outcomes

Abstract

Graduate employability has become a strategic priority in higher education as universities face increasing pressure to demonstrate not only whether graduates secure employment, but also the quality, relevance and sustainability of their employment outcomes. This study develops an Integrated Graduate Employability Governance Framework using Universiti Teknologi MARA (UiTM), Malaysia, as an explanatory institutional case. A qualitative explanatory case study supported by descriptive quantitative analysis was employed, drawing on national graduate tracer data from 2019 to 2025, institutional dashboard analytics, governance documents and stakeholder evidence. The findings identify three interrelated dimensions of employability governance: Digital Employability Intelligence, Evidence-Based Employability Governance and integrated institutional capability. Graduate tracer data were transformed into institutional intelligence through the UiTM Graduate Employability Impact Dashboard and subsequently embedded within leadership reporting, faculty accountability, academic quality processes and targeted institutional interventions. Longitudinal analysis showed that Graduate Employability increased from 79.2% in 2019 to 94.5% in 2025, employment aligned with field of study increased from 55.4% to 67.2%, the proportion of first-degree graduates earning above RM4,000 rose from 3.0% to 7.7%, and multinational corporation placements increased from 1,664 to 5,147. The proposed framework integrates six institutional capabilities: governance and leadership, digital employability intelligence, academic and curriculum responsiveness, student and graduate development, industry and entrepreneurship partnership, and talent ecosystem and sustainability. The study reconceptualises graduate employability as an institutional governance capability and provides a practical model for translating graduate outcome data into evidence-informed decisions, coordinated action and continuous improvement.