The Substance Over Form Principle is an accounting guideline that prioritizes the economic reality of transactions over their legal form, ensuring that financial statements provide a true and fair view of a company's financial situation. This principle helps prevent manipulation through creative accounting practices by focusing on the substance of transactions rather than their formal structure.