Metrics in Financial Value Transparency and Wellness in Graduate Education: Institutional Perspectives at Private Nonprofit Universities in the United States

Graduate student loan debt has reached unprecedented levels in the United States, particularly for master’s students at private nonprofit universities. While advanced degrees are intended to promote economic mobility, many graduates face significant financial burdens, with disparities most acute among first-generation and underrepresented minority students. In response, recent federal policies have mandated financial value transparency (FVT), requiring institutions to disclose program-level costs, debt, and post-graduation earnings. Concurrently, financial wellness initiatives, such as financial literacy education, are being promoted as essential tools for responsible borrowing and long-term financial well-being. Despite these policy shifts, little is known about how and why R1 private nonprofit universities implement FVT and financial wellness strategies, what factors influence their adoption, and how these programs are structured and evaluated. This convergent mixed-methods study will address these gaps by surveying and interviewing financial aid administrators at a purposive sample of R1 private nonprofit institutions. Quantitative survey data will assess institutional commitment, program design, and perceived impact, while qualitative interviews will explore decision-making processes and equity considerations in greater depth. By integrating these findings, the study aims to provide actionable insights into the institutional dynamics shaping graduate student debt management
and to recommend strategies for enhancing transparency, promoting financial well-being, and advancing equity in graduate education.