Impact Of Application-Based Training Method On Fraud Prevention: A Special Reference To Classroom And Case Study Pattern

Abstract

The growing complexity of fraud in financial and business operations has necessitated innovative approaches to fraud prevention training. This study explores the impact of application-based training methods—specifically classroom learning and case study patterns—on enhancing fraud prevention capabilities. Utilizing a mixed-method approach, the research evaluates how real-world simulations and interactive problem-solving techniques influence the understanding, detection, and deterrence of fraudulent activities. Preliminary findings suggest that training programs grounded in application-based methods, particularly case-based learning, significantly improve critical thinking, ethical judgment, and practical fraud detection skills among trainees. This paper concludes with suggestions to enhance current training models and proposes directions for future research.