Data fabrication refers to the intentional creation of false data or information, often to mislead or manipulate outcomes. This practice can occur in various fields, including scientific research, journalism, and business, where accurate data is crucial for decision-making and credibility. The consequences of data fabrication can be severe, leading to misinformation, loss of trust, and potential legal repercussions. Organizations and individuals rely on integrity in data reporting, making it essential to uphold ethical standards to ensure that information is accurate and reliable.