“…The global phenomenon known as the shadow economy also referred to as the gray, informal, cash, hidden, underground, or black economy, has been a persistent concern over an extended period [ 1 – 3 ]. Encompassing concealed activities that escape public authorities’ scrutiny because of regularity, monetary transactions, or institutional reasons, the shadow economy diminishes the tax base, leading to a reduction in the country’s tax revenue and subsequently exerting adverse effects on economic growth [ 4 , 5 ]. These covert transactions, not factored into the official Gross Domestic Product (GDP), result in a misrepresentation of macroeconomic indicators crucial for the country’s economic policymaking [ 6 – 8 ].…”