2.1 Tiered Screening and Digital Decision Support Architecture
Implementing a structured digital decision-support architecture within campus counseling centers addresses structural service constraints while catering to the specific psychosocial needs of students with migrant parents. Traditional offline consultation frameworks often suffer from significant operational limitations, such as low evaluation efficiency, subjective assessment methods, delayed feedback, and inadequate privacy safeguards (Crossref-10-57180-Zbne2662, 2025). By integrating algorithmic recommendation mechanisms and standardized psychological evaluation tools under a user-centered design framework, institutions can optimize triage pathways and resource allocation without overburdening staff (Crossref-10-57180-Zbne2662, 2025). This operational model applies specific criteria to categorize student distress levels and direct dependents of overseas workers toward appropriate tiers of assistance. Parental migration frequently introduces emotional displacement, persistent loneliness, and heightened household responsibilities that affect emotional regulation and psychological stability (Crossref-10-54476-Ioer-Imrj-233058, 2026). Furthermore, institutional assessment protocols must monitor well-being across personal, psychosocial, cognitive, and spiritual domains to capture nuances that standard academic indicators might overlook (Crossref-10-15631-Ubmrj-V3i1-21, 2015). In practical application, the capacity mapping architecture operates as an automated intake and referral matrix. When students complete preliminary mental health screenings, the decision-support system identifies vulnerability markers linked to family separation and matches individuals with targeted school-based interventions (Crossref-10-54476-Ioer-Imrj-233058, 2026) while expanding counseling assistance channels (Crossref-10-57180-Zbne2662, 2025). Consequently, the university strengthens its internal service controls, safeguards confidential records, and ensures that counseling personnel deliver timely, evidence-informed care tailored to the distinct lived experiences of migrant-dependent youth.