Nur Fazidah Elias

Distinguishing Contemporaneous Rule Recovery from Financial Risk Forecasting in Higher Education Institutions: A Controlled Synthetic-Panel Experiment

High classification performance in financial-risk early-warning research may reflect recovery of a constructed contemporaneous rating rule rather than prediction of an independent future outcome. This study distinguishes these two forms of evidence through a controlled synthetic-...