3.3 Analytical Categories for Tracking Academic Lineage and Career Progression
To rigorously evaluate the career trajectories and institutional retention of early-career faculty returning from doctoral programs abroad, this methodological framework synthesizes institutional lineage analysis with grounded-theory coding paradigms. Following the lineage operationalization established in higher education career progression literature (crossref-10-12794-metadc279026), faculty trajectories are systematically categorized according to the institutional alignment between doctoral-granting bodies and employing university classifications. This analytical category operationalizes academic lineage as an interactive structural determinant shaped by institutional type and gender stratification, allowing the comparative tracking of professional rank acquisition across diverse academic disciplines without presuming uniform vertical mobility (crossref-10-12794-metadc279026). Concurrently, to capture the subjective, structural, and organizational pressures that govern early-career retention and institutional vulnerability, the qualitative analytical protocol adapts a rigorous processual coding framework (crossref-10-1111-hequ-70140). By employing systematic open, axial, and selective coding procedures, the analytical architecture categorizes structural distal drivers—such as institutional resource disparities, underfunding, and evaluative governance—alongside proximal workplace incentives, intense competition, and academic exploitation mechanisms (crossref-10-1111-hequ-70140). Integrating these structured lineage categories with iterative grounded coding protocols enables the research design to evaluate both macro-level structural pathways and micro-level professional realities influencing early-career returnee retention. Consequently, this methodological framework provides a robust, multi-tiered analytical protocol for examining the complex structural dynamics governing faculty career progression and institutional attrition within public higher education systems, establishing a clear evidentiary bridge between formal institutional structures and lived academic experiences.