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Occupational fraud is the most prevalent threat affecting developed and developing countries.According to the Association of Certified Fraud Examiners, India has the highest occupationalfraud rate among Southern Asian countries.
Many reported cases include Enron, Satyam, PNB loan fraud, ABG shipyard, DFHL scam, etc. A global survey of fraud in 2022 by the Association of Certified Fraud Examiner (ACFE) estimated that over 3.6 billion dollars were lost through the 2110 occupational fraud cases analyzed from 133 countries. Fraud poses a significant problem, leading to substantial financial losses on a global scale. Fraud is an intentional action aimed at gaining unauthorized benefits through deception or unethical practices that others rely on.5
Dr. Himanshu Thakkar, Ms. Gopika Gopan, Ms. Anshu Singh and Dr. Siddharth Dabhade (2025) "Study on the Application of Forensic Analytics in EarlyStage Occupational Fraud Detection ", GNLU Journal of Law And Economics : Volume VII 2024, Issue I
Available at:
https://gnlu.ac.in/GJLE/Publications/Study on the Application of Forensic Analytics in EarlyStage Occupational Fraud Detection
The essay examines the violence that unfurled in Bangladesh in 2024 from the lens of the relativedeprivation theory to explain the role of perceived inequality in political violence, and the prospecttheory to explain the role of prospect losses as a motivation for individuals to participate inpolitical violence. The essay analyses the events that acted as a trigger for the social unrest andfocuses on the contentious quota to explain the decisionmaking process of the players involved,from the viewpoint of the prospect theory. The essay also looks at macroeconomic variables suchas youth unemployment, inflation etc. during both the years that marked a social unrest among thegeneral population and found that in both years, the economy had shown worrying trends. Theessay also looks at the role of costs and benefits as perceived by an individual while making achoice in a risky situation. The conceptual framework is further demonstrated by a game wherethe decisionmaking process of the government, as a player, is discussed. It is found that theequilibrium for both the players is at the first outcome, where the participation is met withsuppression by the government. The most ideal outcome for both the parties is a peaceful approachto the issue at hand. Based on the existing research, and the game theory, policy recommendationshave been formulated emphasizing the need for a stronger penal system, to augment the costs thatare associated with participation in violence, and to make infrastructural developments to addressthe socioeconomic issues at hand. The establishment of transparent communication channelswould also go a long way in mitigating the risks of future unrest.