Start with qualification equivalence
Different systems interpret school-leaving qualifications differently. Verify whether the institution accepts the exact credential and whether subject prerequisites, predicted/final grades or standardized tests apply.
Model the entire degree cost
A four-year or multi-year route can become financially impossible even when year one appears manageable. Compare tuition, mandatory fees, housing/living assumptions and currency exposure across the expected duration.
Separate admission from financial aid
An applicant can be academically admissible and financially unable to enroll. Research whether aid is merit-based, need-based, automatic, separate-application or unavailable to the relevant international applicant group.
Check renewal, not only first-year value
For renewable awards, verify GPA/performance conditions, maximum duration and whether the amount changes. A one-year award should not be modeled as four-year funding.
Build safer options
If major aid is essential, include options whose base cost is lower or whose funding mechanism is clearer. Avoid a portfolio where every university becomes viable only through a very selective award.
A shortlist output should expose dependency
For every surviving option, state the hard admission gates, base financial case, realistic funding routes, unresolved evidence and the next action. A single composite match score hides too much of this structure.
Verify the latest official source before applying
Degree requirements, award cycles and deadlines can change. Scholar’s public content provides the research method; the decisive facts still need current program, institution, funder or government evidence appropriate to the claim.