Complex Machine Learning (ML) models used to support decision-making in peer-to-peer (P2P) lending often lack clear, accurate, and interpretable explanations. While the game-theoretic concept of Shapley values and its computationally efficient variant Kernel SHAP may be employed for this aim, similarly to other existing methods, the latter makes…

This study aims to explain how language plays a significant role in improving the performance of regional development banks in Indonesia. The method used was qualitative with a questionnaire instrument involving 6 regional development banks in Indonesia. Some of the main findings are 24 statements were found, 19 of which fall into 5 categories,…

The default risk, one of the main risk factors for bonds, should be measured and reflected in the bond yield. Particularly, in the case of financial companies that treat bonds as a major product, failure to properly identify and filter customers' workout status adversely affects returns. This study proposes a two-stage classification algorithm for…

Now in its sixteenth year, the "2024 Student Financial Services Benchmarking Report" has become a key component in our efforts to help institutions compare their key financial indicators against national averages and self-selected institutional peer groups.

The Student Financial Services (SFS) Benchmarking Report examines student financial services operations, including: unpaid student account balances; student accounts in collections; payment channels and methods; student refunds; third-party billing; and staffing and financial services operating budget.

While recovering from a major personal tipping point (see Part I), I was still able to keep on the lookout for Canadian mathematics education matters. After all, if Canadian mathematics education matters, Canadian mathematics education matters. In doing so, I ran into a number of other financial problems. Everywhere I turned was a financial…

The William D. Ford Federal Direct Loan (Direct Loan) program is the single largest source of federal financial assistance to support students' postsecondary educational pursuits. The U.S. Department of Education estimates that in FY2024, $85.8 billion in new loans will be made through the program. As of the end of the first quarter of FY2023,…

This article looks at whether the Great Recession led to changes in two-year and four-year college enrollment patterns for students aged 18-24. In particular, I examine how the probability of enrollment changed for Black and Latinx students. It is not initially clear whether the Great Recession would increase or decrease college enrollment for…

We quantify the total stock of balances eligible for the Biden administration's 2022 student loan forgiveness proposal and examine which groups would have benefited most. Up to $442 billion in loans were eligible. Those who would have benefited most were younger, had lower credit scores, and lived in lower- and middle-income neighborhoods. We also…

This article proposes an in-depth mathematics analysis of simple and compound interest through an exploration of the mathematical structures underlying these concepts. Financial numeracy concepts (simple and compound interest, interest rates, interest period, present and future value, etc.) have been added to the mathematics curriculum of the…

Financial literacy, as a fundamental skill in the 21st century, has become a life skill that is urgently needed to be improved. Globally, the drive to enhance financial literacy involves integrating it into the education curriculum, necessitating educators' comprehensive grasp of financial literacy education before imparting it to students. This…

Early in the COVID-19 pandemic, the Trump administration paused federal student loan payments and interest accruals as a temporary relief measure for borrowers. The pause covered roughly 90 percent of all outstanding student loans, affecting about 38 million individuals, who collectively held a balance of $1.5 trillion. For each of the 17 million…

The Student Financial Services (SFS) Benchmarking Report examines student financial services operations, including: unpaid student account balances; student accounts in collections; payment channels and methods; student refunds; third-party billing; and staffing and financial services operating budget. [For the 2021 report, see ED615270.]

College and university leaders are fighting the battle of their lives to maximize their institutions' financial wellbeing. With COVID-19 further weakening institutions' financial positions, are there any hidden sources of savings still to be had? The answer, often, is yes--even for the many institutions who have already made substantial cuts. It…

This study assesses the impact of involuntary job loss on college persistence by leveraging different job-loss timings relative to a student's college enrollment decision. We find that job loss increases the probability that a working college student leaves college before attaining a degree, but access to short-term credit through credit card…