Entity-specific effects refer to the unique impacts or influences that particular entities, such as companies or individuals, have on outcomes or variables in a given context. These effects are crucial for understanding variations in data that cannot be attributed to broader trends or common factors, often requiring specialized analysis to isolate and interpret them accurately.