2.3 Systematic Qualitative Content Analysis of Governance Inefficiencies
To systematically evaluate the administrative breakdowns and funding distribution bottlenecks within the National Student Financial Aid Scheme (NSFAS), this study adopts a qualitative content analysis approach rooted in documentary evaluation. As established in contemporary policy scholarship, qualitative research designs provide the necessary analytical depth to interrogate complex institutional phenomena, governance inefficiencies, and unresolved structural legacies across higher education institutions (DOAJ, 2025). Rather than relying solely on high-level administrative summaries, the investigation interrogates an extensive corpus of secondary literature, departmental briefings, Council on Higher Education documents, and statutory records to discern recurring operational patterns and policy misalignments. Following established evaluative frameworks for higher education funding policies, the qualitative coding protocol categorises operational constraints, focusing specifically on institutional governance deficits, managerial shortcomings, and structural leakages that disrupt financial disbursement (JSRMSSE, 2023). This analytic procedure systematically traces how national policy design diverges from operational implementation across diverse public universities. Furthermore, documentary evidence is classified through thematic categories that capture administrative performance, monitoring mechanisms, and systemic debt challenges (AJIMS, 2024). In doing so, the qualitative content analysis bridges macro-level policy declarations with micro-level institutional friction. By combining qualitative documentary retrieval with systematic thematic categorization, this methodological framework traces the direct relationship between administrative inefficiencies in financial aid delivery and recurring cycles of student contention. Consequently, this rigorous methodological architecture ensures transparent, dependable, and exhaustive scrutiny of the structural governance vulnerabilities embedded within South African tertiary education funding.